{"id":"W3211972627","doi":"10.32920/ryerson.14656521.v1","title":"Pyramid - The Resonator of waves","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Resonator; Reflection (computer programming); Pyramid (geometry); Physics; Optics; Energy (signal processing); Mechanical wave; Acoustics; Longitudinal wave; Wave propagation; Computer science","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":[0.0002325526,0.0003561502,0.0003590644,0.0002884843,0.000533128,0.001345391,0.0005963237,0.0007281489,0.00485473],"category_scores_gemma":[0.0005597624,0.00026334,0.0004300651,0.0002887069,0.0009408219,0.001270877,0.0006988062,0.000551844,0.001558377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060901,"about_ca_system_score_gemma":0.000406708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006522553,"about_ca_topic_score_gemma":0.0004615031,"domain_scores_codex":[0.9996185,0.0000391433,0.00001122898,0.0001375316,0.0001447263,0.0000487585],"domain_scores_gemma":[0.9998131,0.00004072384,0.00002962242,0.00004423588,0.00004813685,0.00002409055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001449722,0.00003357507,0.001014643,0.0003338769,0.00004661872,0.0009398081,0.000591476,0.007446444,0.4933743,0.4641083,0.003451606,0.0285144],"study_design_scores_gemma":[0.0001230701,0.001764787,0.01024068,0.0001512326,0.0001265555,0.007154212,0.001183186,0.2132871,0.2757968,0.253727,0.2360721,0.0003732354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2625419,0.005489611,0.5764148,0.00141863,0.001137185,0.0002292232,0.0006574446,0.001514427,0.1505966],"genre_scores_gemma":[0.8718862,0.001429342,0.09108844,0.0002844836,0.0001752378,0.00009930707,0.0001718737,0.000146099,0.03471905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00485473,"threshold_uncertainty_score":0.01624072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009475321519975115,"score_gpt":0.2548620517949265,"score_spread":0.2453867302749514,"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."}}