{"id":"W394623935","doi":"","title":"サステイナビリティ・セメント系材料におけるナノテクノロジーの応用,佐藤泰二郎: Applications of Nanotechnology for the Sustainable Development of Cement-based Materials[University of Ottawa, Canada, 博士学位論文, 171頁, 2006.10](材料施工,文献抄録)","year":2007,"lang":"ja","type":"article","venue":"建築雑誌","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Cement; Engineering; Environmental science; Forensic engineering; Materials science; Political science; Metallurgy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001230346,0.0002619377,0.0005366657,0.0002728789,0.0002676244,0.00001581896,0.000730828,0.0002389422,0.002186414],"category_scores_gemma":[0.00006937765,0.0002656414,0.00009167768,0.0004827022,0.000212304,0.00006698676,0.0002286137,0.0001216149,0.00001066293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210593,"about_ca_system_score_gemma":0.001604713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1034153,"about_ca_topic_score_gemma":0.09381433,"domain_scores_codex":[0.9976193,0.0000463724,0.0008393549,0.0003038276,0.0004096807,0.0007814813],"domain_scores_gemma":[0.9980205,0.00031975,0.0003603162,0.0006603067,0.0005416299,0.00009753802],"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":[0.0009635173,0.0002803866,0.0003110988,0.007320945,0.000933852,0.0000199002,0.001259312,0.002004773,0.9428035,0.01316061,0.01546981,0.01547229],"study_design_scores_gemma":[0.001087435,0.0001078975,0.0006019769,0.00006401748,0.00009445183,5.575009e-7,0.003902325,0.0003645868,0.7339219,0.00002051758,0.259622,0.0002122708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809648,0.001546862,0.1093505,0.0007505086,0.000423078,0.003902261,0.001131851,0.00007886647,0.001851275],"genre_scores_gemma":[0.9937241,0.00006810043,0.002711219,0.00001814781,0.00005074982,0.00003784252,0.0001145262,0.00004003452,0.003235279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441522,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008473339080592814,"score_gpt":0.2140442526770646,"score_spread":0.2055709135964718,"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."}}