{"id":"W7056139702","doi":"","title":"The Effects of particle statistics on quantitative Rietveld analysis of cement","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rietveld refinement; Particle size; Particle (ecology); Cement; Range (aeronautics); Sample size determination; Sample (material)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02582466,0.001155201,0.001251924,0.001652462,0.001080786,0.001190376,0.001190382,0.0007533456,0.001588373],"category_scores_gemma":[0.04921486,0.001479388,0.0008814146,0.00238755,0.001629206,0.001458748,0.001013086,0.00185288,0.0005053388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424268,"about_ca_system_score_gemma":0.00117452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004270095,"about_ca_topic_score_gemma":0.008806571,"domain_scores_codex":[0.977838,0.007437203,0.002422274,0.002983604,0.008753561,0.0005653929],"domain_scores_gemma":[0.8710269,0.1027396,0.004571636,0.008546033,0.01270914,0.0004067231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00223571,0.0002838083,0.01530993,0.001394698,0.0004782097,0.0003772107,0.001356275,0.01617746,0.8855454,0.003899503,0.001718738,0.0712231],"study_design_scores_gemma":[0.00002394913,0.0004128545,0.01582744,0.00006514502,0.000199556,0.0002489633,0.0001517743,0.02185913,0.9562777,0.001066029,0.003757331,0.0001100529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4052813,0.01532345,0.5653037,0.0008959564,0.0007846195,0.000621976,0.001698465,0.003259823,0.006830781],"genre_scores_gemma":[0.6951861,0.005805262,0.2902308,0.0005258187,0.00009009065,0.0006169812,0.001780249,0.002934163,0.00283054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02582466,"threshold_uncertainty_score":0.1365755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256042433754678,"score_gpt":0.308211150203538,"score_spread":0.2956507258659912,"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."}}