{"id":"W4410640783","doi":"10.1016/j.rineng.2025.105424","title":"Quality of regular waves experimentally generated by plunger-type wavemakers with mean flow","year":2025,"lang":"en","type":"article","venue":"Results in Engineering","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Carleton University","keywords":"Plunger; Type (biology); Flow (mathematics); Quality (philosophy); Mechanics; Geology; Physics; Mathematics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008423441,0.0003204412,0.0002954502,0.000394655,0.0002155592,0.0005836736,0.0003343031,0.0003680684,0.001541351],"category_scores_gemma":[0.003463398,0.0002128833,0.0003232065,0.0002744026,0.0007065638,0.0007840818,0.0005762727,0.0005176666,0.0002298323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002264005,"about_ca_system_score_gemma":0.0002070157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000401714,"about_ca_topic_score_gemma":0.0003393526,"domain_scores_codex":[0.9994874,0.00005900271,0.00004275787,0.0001002313,0.0002269077,0.00008368822],"domain_scores_gemma":[0.9985826,0.0006989305,0.0001905691,0.000211532,0.000227154,0.00008926122],"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":[0.001270904,0.0004244554,0.02149022,0.000228222,0.0000487381,0.0003549096,0.0005899836,0.03443259,0.87801,0.002477086,0.000503163,0.06016984],"study_design_scores_gemma":[0.0001274192,0.002822962,0.03625375,0.0000526115,0.00007430563,0.0004432891,0.0005481587,0.2027509,0.7536178,0.001578199,0.001640973,0.00008967578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733269,0.00008199391,0.02533413,0.00002739859,0.0000237483,0.00003795576,0.00009496686,0.0001409836,0.0009319867],"genre_scores_gemma":[0.9944524,0.00004509501,0.005085091,0.00001144786,0.000003151288,0.0000152611,0.00008091843,0.00001971256,0.0002868613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001541351,"threshold_uncertainty_score":0.005156338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008561306910943017,"score_gpt":0.2175523708441372,"score_spread":0.2089910639331942,"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."}}