{"id":"W2035693329","doi":"10.1520/jai102979","title":"High Temperature Aqueous Corrosion and Deuterium Uptake of Coupons Prepared from the Front and Back Ends of Zr-2.5Nb Pressure Tubes","year":2010,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Deuterium; Materials science; Aqueous solution; Corrosion; Heavy water; Metallurgy; Tube (container); Texture (cosmology); Water cooling; Composite material; Chemistry; Thermodynamics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004202923,0.00009383431,0.0002460129,0.00003290124,0.0000426187,0.0001134805,0.0002723974,0.00007400342,0.002286397],"category_scores_gemma":[0.0001267388,0.00005378169,0.00004564982,0.00001462583,0.0001453578,0.0002189584,0.0001126038,0.0001387003,0.000004950045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005313529,"about_ca_system_score_gemma":0.00004021907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084461,"about_ca_topic_score_gemma":0.00002789882,"domain_scores_codex":[0.9989564,0.0000587276,0.0004777777,0.0001082907,0.0003235083,0.00007530471],"domain_scores_gemma":[0.9990705,0.000091532,0.0003484368,0.0001243899,0.0003216636,0.00004344547],"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":[0.0004614966,0.00004068121,0.001538346,0.00001611459,0.00003214056,0.000002432195,0.0007008479,0.00001560781,0.994256,0.0001035166,0.002535649,0.0002972003],"study_design_scores_gemma":[0.0007672494,0.0002877423,0.0909339,0.0001642508,0.00005545538,0.0001486255,0.0002000611,0.0001297907,0.8894342,0.0003144269,0.0174661,0.00009821281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963386,0.0003776354,0.000008414736,0.000605302,0.002155161,0.00005656867,0.0003694654,0.000002956665,0.00008588744],"genre_scores_gemma":[0.9964629,0.0001123107,0.002777284,0.00006826717,0.0003662472,7.076091e-7,0.000005603571,0.000008747744,0.0001979706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048218,"threshold_uncertainty_score":0.9986256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006228045660155614,"score_gpt":0.2111983749099605,"score_spread":0.2049703292498049,"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."}}