{"id":"W4377250518","doi":"10.1017/exp.2022.24.pr2","title":"Review 2: Experimental Monitoring of Nonlinear Wave Interactions Under Uniaxial Load","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Layering; Nonlinear system; Sample (material); Orientation (vector space); Materials science; Exponential function; SIGNAL (programming language); Composite material; Geology; Geotechnical engineering; Geometry; Mathematics; Physics; Mathematical analysis; Computer science; 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":[0.003655907,0.0008997927,0.001416658,0.006081078,0.0006166133,0.002380552,0.00168925,0.001920563,0.00772526],"category_scores_gemma":[0.01259113,0.0006808742,0.000574223,0.005947671,0.001476272,0.003287175,0.001318343,0.001435529,0.006107404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118447,"about_ca_system_score_gemma":0.003343967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001790301,"about_ca_topic_score_gemma":0.003435334,"domain_scores_codex":[0.9969988,0.0004673848,0.0002739325,0.000539583,0.001588012,0.0001322974],"domain_scores_gemma":[0.9857196,0.004435638,0.001451009,0.0008832503,0.007153601,0.0003568962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000105366,0.00007948001,0.001328006,0.05157224,0.0002825591,0.0002735194,0.0005099021,0.0003625011,0.01863433,0.007476129,0.111323,0.808053],"study_design_scores_gemma":[0.000009120843,0.00007686613,0.003106893,0.00532192,0.000144513,0.0005249797,0.0002455552,0.00008953857,0.006646731,0.001304114,0.9824835,0.00004626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002891507,0.9668398,0.004970532,0.003386505,0.004386329,0.000172391,0.0005440203,0.0001520713,0.01665677],"genre_scores_gemma":[0.009068609,0.9765835,0.002271465,0.001077803,0.00208199,0.0001346131,0.0005172006,0.00009316801,0.008171765],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00772526,"threshold_uncertainty_score":0.02584362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06549976735909924,"score_gpt":0.3248646256765385,"score_spread":0.2593648583174392,"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."}}