{"id":"W2021989296","doi":"10.4028/www.scientific.net/msf.539-543.1134","title":"In Situ and Ex Situ Investigation of the Spallation of Thermally Grown Oxides","year":2007,"lang":"en","type":"article","venue":"Materials science forum","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spallation; Spall; In situ; Materials science; Thermogravimetric analysis; Substrate (aquarium); Nuclear engineering; Composite material; Chemical engineering; Nuclear physics; Geology; Physics; Engineering; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00283935,0.0001034398,0.0002062127,0.0001105206,0.0001166876,0.00009826579,0.0003611606,0.00005109886,0.0001823436],"category_scores_gemma":[0.0001156209,0.00006608471,0.00001777612,0.0002751081,0.0009972727,0.0006159331,0.0002380438,0.00002569407,0.00001178729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002748833,"about_ca_system_score_gemma":0.00007286352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003434968,"about_ca_topic_score_gemma":0.0001783591,"domain_scores_codex":[0.9985708,0.00007978293,0.0004777493,0.0002201085,0.0003543914,0.0002971544],"domain_scores_gemma":[0.9993048,0.00003670239,0.0002857017,0.0002387954,0.00009094965,0.0000430996],"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":[0.00005555716,0.00000853138,0.002352843,0.00004917069,5.485351e-7,3.935379e-7,0.0008669415,0.000008248723,0.9939954,0.002572083,0.00001268973,0.00007758454],"study_design_scores_gemma":[0.0001232896,0.00004899147,0.1361758,0.0000634727,0.000002884756,0.000003472112,0.0002427057,0.000003511077,0.8606138,0.002611798,0.00003909136,0.00007119546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998022,0.00003312316,0.00001413352,0.0003736517,0.0007246565,0.0002083389,0.00000953467,0.00001294031,0.0006015726],"genre_scores_gemma":[0.9991033,0.0000070828,0.0006913832,0.0001207328,0.00003425487,0.00000201439,5.847749e-7,0.000008167111,0.00003249018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1338229,"threshold_uncertainty_score":0.3674493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558644967954975,"score_gpt":0.2293816442927728,"score_spread":0.2137951946132231,"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."}}