{"id":"W4241840163","doi":"10.1007/978-3-642-11274-4_2416","title":"Exobiology Radiation Assembly","year":2011,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001763354,0.0003372161,0.0008759455,0.0003514293,0.00003074633,0.000001769502,0.0001502475,0.0009706193,0.004113609],"category_scores_gemma":[0.00006027368,0.0003029424,0.0002719525,0.00003540366,0.0002280429,0.00003937638,0.000038571,0.0004507658,0.0004264514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005783248,"about_ca_system_score_gemma":0.0002256697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001114716,"about_ca_topic_score_gemma":0.000003212047,"domain_scores_codex":[0.9985446,0.00004591244,0.0006420571,0.0004107532,0.00008802651,0.0002686888],"domain_scores_gemma":[0.9986167,0.0001363026,0.0005687092,0.0004421358,0.0001159563,0.0001202229],"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":[0.003182064,0.0005505021,0.02495063,0.0005063306,0.003388845,0.000157141,0.00103912,0.00001022458,0.00896916,0.4096878,0.09826827,0.4492899],"study_design_scores_gemma":[0.001268663,0.001793805,0.008015137,0.00007743117,0.000276883,0.0001114508,0.000005925004,0.000001683984,0.0007672476,0.004502293,0.9828628,0.0003167111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003360666,0.002450207,0.0003167183,0.0001626656,0.001090709,0.000445107,0.0000833294,0.00006990886,0.9920207],"genre_scores_gemma":[0.03736888,0.01067905,0.001999286,0.0007099992,0.001672375,0.00002601668,0.001445353,0.0001306219,0.9459684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8845945,"threshold_uncertainty_score":0.9999422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144366736056197,"score_gpt":0.2448892193479212,"score_spread":0.2304525457423015,"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."}}