{"id":"W2377762397","doi":"","title":"Technical improvement in Qinshan Phase III nuclear power plant after commercial operation","year":2009,"lang":"en","type":"article","venue":"","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear power plant; Engineering; China; Phase (matter); Nuclear power; Unit (ring theory); Plan (archaeology); Nuclear engineering; Political science; Nuclear physics","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":[0.000306585,0.0001390017,0.0002100769,0.0001915215,0.00008652514,0.00005886241,0.0001945615,0.0001237831,0.0009215262],"category_scores_gemma":[0.00003234939,0.0001188856,0.00003556269,0.0001775534,0.00009866785,0.0001575082,0.00008639157,0.0001337956,0.0002731527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009930999,"about_ca_system_score_gemma":0.00001620381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002746802,"about_ca_topic_score_gemma":0.0001619327,"domain_scores_codex":[0.99885,0.00002984939,0.0003373761,0.0002909838,0.0002214629,0.0002702668],"domain_scores_gemma":[0.9995891,0.00001190366,0.00005373909,0.0002564657,0.00002956035,0.00005917765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003962176,0.000748767,0.0003870387,0.000002293297,0.000003880608,0.00003093785,0.0007341158,0.000003941911,0.9678332,0.01035514,0.01444997,0.00505447],"study_design_scores_gemma":[0.05089889,0.01630433,0.4098373,0.0001717515,0.000134562,0.0001706821,0.008022502,0.003177578,0.1938345,0.01001121,0.3030308,0.004405903],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929476,0.00003864378,0.00006195507,0.0025944,0.0001464951,0.000323851,0.00003241146,0.0003197774,0.003534885],"genre_scores_gemma":[0.9965618,0.000009969875,0.001062691,0.002255964,0.00002700771,0.00002286438,0.000007378042,0.00001118926,0.00004111289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7739988,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005967192742237,"score_gpt":0.2647755449560061,"score_spread":0.2547158730285837,"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."}}