{"id":"W6959157037","doi":"10.7939/r3-vq8p-wh86","title":"Experimental Investigation of Rock Dynamic Geomechanical Properties at Seismic Frequencies","year":2022,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geomechanics; Seismic wave; Petrophysics; Shear (geology); Petroleum reservoir; Elastic modulus; Saturation (graph theory); Shear modulus; Igneous petrology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005757205,0.0003577165,0.0002377654,0.0003605185,0.0003632719,0.0002771956,0.0005733556,0.0004268381,0.003593169],"category_scores_gemma":[0.0008521723,0.0002750469,0.0001757027,0.0004335044,0.0006701809,0.0004317161,0.0004575924,0.0006636215,0.0005753003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601301,"about_ca_system_score_gemma":0.0002954688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149206,"about_ca_topic_score_gemma":0.00194906,"domain_scores_codex":[0.9993987,0.00003672748,0.00003822311,0.0001130918,0.0003191512,0.00009407104],"domain_scores_gemma":[0.9992571,0.0001816024,0.0001156541,0.000175482,0.0002014585,0.00006865776],"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":[0.0001208703,0.0001194478,0.0007392609,0.00005538804,0.000004532168,0.00005247922,0.00006933026,0.000332173,0.9959026,0.0002883576,0.00005737921,0.002258229],"study_design_scores_gemma":[0.00002269213,0.001617453,0.008069257,0.00001129005,0.00001707777,0.0001104345,0.000147508,0.002366767,0.984593,0.0001451681,0.002883436,0.00001600014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860676,0.0002131921,0.009257117,0.00004504491,0.00003017362,0.0001315413,0.0005916627,0.00009208882,0.003571555],"genre_scores_gemma":[0.9850183,0.0003387755,0.009990044,0.00002971323,0.00001081102,0.000238877,0.0006246848,0.00003724799,0.003711467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003593169,"threshold_uncertainty_score":0.01202035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420868584138223,"score_gpt":0.162223650772484,"score_spread":0.1480149649311018,"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."}}