{"id":"W4366824158","doi":"10.1007/s00603-023-03327-x","title":"Investigating Microwave Treatment of Rocks Based on Fracture Mechanics Analysis in Mode I Fracture Toughness Test","year":2023,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Mitacs","keywords":"Fracture toughness; Microwave; Materials science; Finite element method; Fracture mechanics; Fracture (geology); Rock mechanics; Toughness; Structural engineering; Composite material; Geotechnical engineering; Geology; Engineering","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":[0.0001933949,0.0001971831,0.0002707095,0.0003069824,0.0002743505,0.0002925076,0.0004191785,0.0004286001,0.002096224],"category_scores_gemma":[0.0004282703,0.000149191,0.0003300731,0.0002531284,0.0003294132,0.0003544266,0.0002014403,0.0003315399,0.000220005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125685,"about_ca_system_score_gemma":0.0001344717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00072708,"about_ca_topic_score_gemma":0.001036616,"domain_scores_codex":[0.9998585,0.00001111703,0.000004210632,0.00002351393,0.00008105304,0.00002162232],"domain_scores_gemma":[0.99985,0.00005017014,0.00002522472,0.00001934705,0.00004743278,0.00000768781],"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":[0.0002412389,0.00006652711,0.002626049,0.0001574025,0.00001807364,0.0001191302,0.0001237863,0.01348024,0.9590454,0.001429998,0.0002668238,0.02242543],"study_design_scores_gemma":[0.00001965247,0.0004661163,0.02004218,0.00002107576,0.00006357656,0.0002529833,0.000258773,0.134861,0.8406638,0.0006648056,0.002660917,0.00002523105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483271,0.0004310474,0.04620064,0.0001068378,0.00002687843,0.00002841851,0.00006981902,0.0001882886,0.004620983],"genre_scores_gemma":[0.9945649,0.0001009179,0.003958069,0.00001403647,0.000005038279,0.00001144912,0.00003429354,0.0000228356,0.001288567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002096224,"threshold_uncertainty_score":0.007012606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00969143200558131,"score_gpt":0.2140611962394568,"score_spread":0.2043697642338755,"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."}}