{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001707054,0.0002279279,0.0001271065,0.001966645,0.0006269571,0.0002875644,0.0003472551,0.0002626865,0.003699083],"category_scores_gemma":[0.0002439163,0.0002468944,0.000147446,0.0009583324,0.0003255022,0.0000948692,0.0004445384,0.0002530425,0.001815061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926273,"about_ca_system_score_gemma":0.000653198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03665554,"about_ca_topic_score_gemma":0.1741009,"domain_scores_codex":[0.9997768,0.00001333698,0.00001320358,0.00004993353,0.000118644,0.00002813284],"domain_scores_gemma":[0.9997534,0.00002874345,0.00003656964,0.00003367235,0.0001182308,0.00002938851],"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":[0.0004761001,0.0001342939,0.3482416,0.0003381359,0.0000452716,0.009211074,0.008264935,0.0006462481,0.5231629,0.0005696803,0.01246588,0.09644385],"study_design_scores_gemma":[0.0000123916,0.0003117919,0.8668237,0.00007556532,0.00003407952,0.008026963,0.00783626,0.0003199572,0.06719087,0.00008321045,0.04926215,0.00002307896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622189,0.0002534018,0.002753476,0.0001500682,0.00002553307,0.0001769504,0.004701745,0.0001506015,0.02956938],"genre_scores_gemma":[0.9166282,0.0005030014,0.01269046,0.0001374283,0.000007755983,0.00009365682,0.004786982,0.0001463315,0.06500632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03665554,"threshold_uncertainty_score":0.07288438,"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."}}