{"id":"W7051774705","doi":"","title":"Petrographic Examination of Concrete Samples Removed from Four Residences in County Donegal, Ireland:CRT Report No. R-190","year":2025,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petrography; Cracking; Residence; Northern ireland; Government (linguistics)","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":[0.0006757904,0.000448113,0.0007690653,0.002547664,0.0003658881,0.0001209265,0.0009742206,0.0004229116,0.002585759],"category_scores_gemma":[0.0001221809,0.0005393784,0.000401232,0.001041349,0.0006110284,0.000846144,0.00069364,0.001342962,0.00009553163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004392255,"about_ca_system_score_gemma":0.00147338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276374,"about_ca_topic_score_gemma":0.002760472,"domain_scores_codex":[0.9963499,0.0005178195,0.0005308749,0.0009932151,0.0009901642,0.0006180728],"domain_scores_gemma":[0.9952951,0.001621673,0.0005758106,0.0008546415,0.001411486,0.0002412794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003653561,0.00100173,0.5607181,0.001363075,0.004710782,0.03999622,0.002358863,0.0001419105,0.0006154331,0.08869211,0.2931004,0.003647906],"study_design_scores_gemma":[0.004281737,0.0004372556,0.03827054,0.003164406,0.0006129136,0.00001887357,0.008761299,0.0002428966,0.0002832814,0.002033927,0.9405287,0.001364183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1164035,0.00001940443,0.000273285,0.0000900623,0.0004406604,0.0006612811,0.002392095,0.00004590849,0.8796738],"genre_scores_gemma":[0.201246,0.0001647689,0.0003094232,0.00001138385,0.0001969654,8.846615e-7,0.002063384,0.00003113665,0.795976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6474283,"threshold_uncertainty_score":0.9997058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224379447714146,"score_gpt":0.2608788711265235,"score_spread":0.2286350766493821,"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."}}