{"id":"W6999197472","doi":"","title":"Characterization the Laser Cleaning Effects on Sandstone From the Canadian Parliament Building","year":2018,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crust; Parliament; Gypsum; Quartz; Characterization (materials science); Black sea","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":[0.0001978506,0.0002958053,0.0003400395,0.001678485,0.001887247,0.0006057913,0.0003823087,0.0003478306,0.001164762],"category_scores_gemma":[0.0002721256,0.0001786145,0.0002946589,0.001283412,0.0004397993,0.0001523362,0.0003809233,0.0002336278,0.0002050358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607652,"about_ca_system_score_gemma":0.001648595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4193562,"about_ca_topic_score_gemma":0.7335056,"domain_scores_codex":[0.9995462,0.000009037137,0.00001684037,0.00004168428,0.0003047698,0.00008146978],"domain_scores_gemma":[0.9997403,0.00001700828,0.00002910209,0.000009363746,0.0001798709,0.00002436691],"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":[0.0001321093,0.00003035803,0.0562726,0.000211722,0.00002219094,0.0007441822,0.001184497,0.0004546081,0.9186108,0.00008661629,0.0002316872,0.02201865],"study_design_scores_gemma":[0.000006262755,0.0002112794,0.7734236,0.0000456682,0.00007281532,0.0006207086,0.003681765,0.0009301509,0.2129734,0.00004177745,0.007961448,0.0000311461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976853,0.0002025267,0.0004545519,0.00001453403,0.000003167914,0.00002629832,0.0002759554,0.00001246463,0.001325137],"genre_scores_gemma":[0.9922993,0.0004044954,0.002422792,0.00004796121,0.000002264301,0.00002187714,0.0005056737,0.00001536127,0.004280321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5806438,"threshold_uncertainty_score":0.8338305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004037722020833062,"score_gpt":0.1728173947590462,"score_spread":0.1687796727382131,"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."}}