{"id":"W3115458554","doi":"10.1063/5.0025936","title":"A non-linear elastic approach to study the effect of ambient humidity on sandstone","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Chevron","keywords":"Softening; Humidity; Amplitude; Mechanics; Water vapor; Materials science; Relative humidity; Phase (matter); Time constant; Constant (computer programming); Thermodynamics; Optics; Chemistry; Composite material; Meteorology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003388638,0.0001144049,0.0003408547,0.00002594118,0.00007672709,0.00001836497,0.0002638442,0.00001855049,0.00003712888],"category_scores_gemma":[0.00001371476,0.00006047541,0.000139025,0.0003673641,0.00002888292,0.00002987691,0.00001377576,0.0002189628,0.00003235324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002752124,"about_ca_system_score_gemma":0.00001701251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000369213,"about_ca_topic_score_gemma":0.000001191191,"domain_scores_codex":[0.9990183,0.0000401975,0.000274649,0.0001220441,0.0004216318,0.000123206],"domain_scores_gemma":[0.9993302,0.00015551,0.0002344315,0.0001239485,0.00002902456,0.0001268466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000851678,0.000210128,0.00904764,0.00002796953,0.0003087276,0.000007082911,0.001815696,0.9795644,0.0007764004,0.00001923933,0.0005253183,0.006845728],"study_design_scores_gemma":[0.006311303,0.0229551,0.2659086,0.00006252504,0.001992905,0.00001536687,0.006062742,0.6580369,0.03577006,0.0008396786,0.001291076,0.0007538021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964225,0.00001242049,0.001580037,0.00007937237,0.00006004827,0.0002075006,0.00001158572,0.000002916478,0.001623671],"genre_scores_gemma":[0.9989647,0.0000037069,0.0001906919,0.0003613462,0.000468478,5.402621e-7,0.000004277792,0.000003268432,0.000002993999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215275,"threshold_uncertainty_score":0.2466116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006678514879444,"score_gpt":0.23354172454163,"score_spread":0.2134749393928356,"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."}}