{"id":"W6981661640","doi":"","title":"Evaluation of the Chinese accelerated test for alkali-carbonate reaction","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Test data; Test method; Reliability (semiconductor); Calibration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005041847,0.00005433057,0.00006434282,0.00004227618,0.0002971517,0.00001090034,0.0001155315,0.00002214176,0.0003264287],"category_scores_gemma":[0.0001561025,0.00003361344,0.00005527639,0.0000535748,0.0002005286,0.0001868527,0.000007438057,0.00005463904,0.00001225644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676101,"about_ca_system_score_gemma":0.0001133637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008110922,"about_ca_topic_score_gemma":0.0007485686,"domain_scores_codex":[0.9993489,0.00001909988,0.0001074053,0.00009452516,0.0003515855,0.00007849877],"domain_scores_gemma":[0.9994066,0.00002749587,0.0000815418,0.0001094689,0.0003590602,0.00001583786],"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":[0.00005614561,0.0003205426,0.0001177026,0.00004459058,0.00003436369,3.473941e-7,0.05030647,0.0002002252,0.8322753,0.05550687,0.0154675,0.04566994],"study_design_scores_gemma":[0.004259204,0.0004654366,0.01514948,0.0001327268,0.0003410517,0.000004676116,0.001946419,0.004161774,0.01425542,0.2710764,0.6876523,0.0005550687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901044,0.0001365392,0.000001572905,0.0006795069,0.001009203,0.000302796,0.00001366334,0.00002353217,0.2077288],"genre_scores_gemma":[0.9965822,0.000002667167,0.00003681274,0.0001117904,0.0001746983,0.00002185497,0.000004048969,0.00000479071,0.003061117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8180199,"threshold_uncertainty_score":0.3574165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06246065753618418,"score_gpt":0.2786997933305929,"score_spread":0.2162391357944087,"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."}}