{"id":"W4250924136","doi":"10.1515/iupac.83.0244","title":"Radiation Sensitisation","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Chemical nomenclature; Photocatalysis; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; History; Philosophy; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002007839,0.0002446536,0.0003284315,0.0002051042,0.00007179524,0.00003918452,0.0001278471,0.0002971728,0.003566772],"category_scores_gemma":[0.0004876632,0.0002081546,0.0001610282,0.0001777967,0.00002968522,0.0001208262,0.00004427254,0.000280632,0.00001447033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000543614,"about_ca_system_score_gemma":0.0001640681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001522304,"about_ca_topic_score_gemma":0.0002093149,"domain_scores_codex":[0.998444,0.00002350012,0.000381593,0.0003145074,0.0006256277,0.0002107571],"domain_scores_gemma":[0.9988136,0.00009308069,0.0002063102,0.0005085786,0.0002719944,0.0001064465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001352935,0.00004597156,0.000001104191,0.00003417898,0.00007059843,0.000005827034,0.000004614782,0.00005053561,0.001021736,0.00002078245,0.9885952,0.01013593],"study_design_scores_gemma":[0.0003965275,0.0000149579,0.00002589466,0.00009188921,0.0001169597,0.000008658194,0.000007201347,0.0002966035,0.0008060557,0.00002077285,0.9979513,0.00026314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001274708,0.0001337799,0.003884279,0.0004529549,0.0005533266,0.0001231819,0.9945608,0.0001138681,0.00005035317],"genre_scores_gemma":[0.0001387068,0.000447756,0.00002469886,0.00009860699,0.001291842,0.00001052326,0.99736,0.0000285382,0.0005993338],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009872785,"threshold_uncertainty_score":0.9973441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009337448457744228,"score_gpt":0.3533554587991615,"score_spread":0.3440180103414173,"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."}}