{"id":"W7126335191","doi":"","title":"Comparative study of ATF for a CANDU lattice","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lattice (music); Solid-state; Crystal structure; Lattice constant","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001246235,0.0002441448,0.0005930135,0.00007610368,0.000307223,0.000127124,0.0006107039,0.0001505164,0.0448751],"category_scores_gemma":[0.00001351493,0.0002281174,0.00008604523,0.00005921729,0.00006123645,0.00022996,0.00006861237,0.00008649213,0.00007214051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004782254,"about_ca_system_score_gemma":0.0000916226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126599,"about_ca_topic_score_gemma":0.005967497,"domain_scores_codex":[0.9988928,0.0001076378,0.0002182199,0.0003749066,0.0001895652,0.0002168757],"domain_scores_gemma":[0.9988649,0.00004496668,0.0004732834,0.0003486973,0.0002100979,0.00005805848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01974646,0.002330011,0.000720261,0.004151694,0.0009938603,0.0001560552,0.1063997,0.0001004483,0.7595068,0.003526466,0.008242892,0.09412526],"study_design_scores_gemma":[0.004725763,0.002330745,0.003006955,0.0005615281,0.0008898282,0.00000214639,0.1069098,0.0000435734,0.1180646,0.0001716374,0.7622687,0.001024683],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6984679,0.00005127062,0.000003920627,0.000006684702,0.0007417496,0.0006685997,0.0001104926,0.00002980098,0.2999197],"genre_scores_gemma":[0.4932298,0.000006411036,0.0001789171,0.000005495281,0.00006474563,0.000003580976,0.00004243607,0.00002415427,0.5064445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7540258,"threshold_uncertainty_score":0.955998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04501018684067252,"score_gpt":0.2652855246455909,"score_spread":0.2202753378049184,"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."}}