{"id":"W4416146933","doi":"10.1016/j.conbuildmat.2025.144445","title":"Experimental study on concrete fragmentation by self-excited oscillating cavitation water jets under seawater environment","year":2025,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China","keywords":"Corrosion; Fragmentation (computing); Seawater; Cavitation; Immersion (mathematics); Water jet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002527688,0.0002410863,0.0003085933,0.0001636601,0.0004195937,0.0001754009,0.0004114006,0.000425149,0.001998478],"category_scores_gemma":[0.0003553151,0.0001609887,0.0002867646,0.0001937471,0.0004975264,0.0003221738,0.0003556525,0.0003957127,0.00012927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774645,"about_ca_system_score_gemma":0.0001889131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006697295,"about_ca_topic_score_gemma":0.0008024189,"domain_scores_codex":[0.9997782,0.00001514934,0.000008424143,0.0000489962,0.00008797972,0.00006122323],"domain_scores_gemma":[0.9997068,0.00009184556,0.00005081136,0.00003989648,0.00007244666,0.00003823854],"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":[0.0004292578,0.0001605156,0.002098941,0.00008517201,0.00001123224,0.0002657994,0.0002306,0.002134727,0.9905733,0.0001518241,0.00007697482,0.003781667],"study_design_scores_gemma":[0.0001111678,0.003635779,0.02471331,0.00001230154,0.00004763112,0.0003155296,0.0005315766,0.01884505,0.9505412,0.0001411561,0.001067335,0.00003797346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984895,0.00003453159,0.001051077,0.000007771078,0.000005585407,0.000008117911,0.00001789455,0.00001570491,0.0003697349],"genre_scores_gemma":[0.9986814,0.00003018989,0.0006358816,0.000004755067,0.000002774656,0.000006665501,0.00002055599,0.000003969198,0.0006138639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001998478,"threshold_uncertainty_score":0.006685615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008592720642422735,"score_gpt":0.2587978541949457,"score_spread":0.2502051335525229,"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."}}