{"id":"W2576664840","doi":"10.1007/978-3-319-52773-4_61","title":"Aspects of Thermal Fracturing of Clays with Electromagnetic Excitation","year":2017,"lang":"en","type":"book-chapter","venue":"Springer series in geomechanics and geoengineering","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiphysics; Mechanics; Isotropy; Fluid dynamics; Heat transfer; Materials science; Biot number; Physics; Thermodynamics; Finite element method; Optics","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":[0.0001204635,0.0004971253,0.0004522986,0.000577785,0.000305316,0.000889938,0.0006741979,0.0005685727,0.005438104],"category_scores_gemma":[0.0003117185,0.0002625037,0.0004984102,0.000430979,0.001170085,0.0006776113,0.0006961796,0.0006697924,0.0005584962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239426,"about_ca_system_score_gemma":0.0001723009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002975744,"about_ca_topic_score_gemma":0.000363462,"domain_scores_codex":[0.9998789,0.00002051413,0.000005122701,0.00001672059,0.00006099162,0.00001768388],"domain_scores_gemma":[0.9999141,0.00004134573,0.00001112244,0.00001223955,0.00001286,0.000008375969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002461646,0.0002013375,0.001125457,0.001617825,0.0001194975,0.002391723,0.0007984852,0.1183902,0.114946,0.5927462,0.01081525,0.1566019],"study_design_scores_gemma":[0.00006225273,0.0004342821,0.009688985,0.0002316698,0.00005093208,0.005132739,0.0005678144,0.165465,0.03736185,0.6919046,0.08899924,0.0001006546],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2121954,0.08968513,0.173186,0.002303744,0.002673174,0.0001141153,0.0002484538,0.0003663036,0.5192277],"genre_scores_gemma":[0.8853434,0.01855331,0.007387975,0.0001536291,0.0009531294,0.00004825049,0.0001263697,0.00009046649,0.08734354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005438104,"threshold_uncertainty_score":0.01819229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006430216768519099,"score_gpt":0.1943973755205633,"score_spread":0.1879671587520442,"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."}}