{"id":"W2188068642","doi":"10.1007/s00603-015-0860-5","title":"Behaviour of Weak Shales in Underground Environments","year":2015,"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":"University of Alberta","funders":"","keywords":"Geology; Geotechnical engineering; Oil shale; Quantum tunnelling; Materials science; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001404783,0.0002118803,0.0002628118,0.0001743547,0.00002840063,0.00001569406,0.0001226424,0.0001304579,0.000004157012],"category_scores_gemma":[0.00001533717,0.0002324304,0.00004173809,0.0001280184,1.911835e-7,0.0001238573,0.0001083282,0.0001834011,0.000004550906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008765509,"about_ca_system_score_gemma":0.00001276438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001353484,"about_ca_topic_score_gemma":0.00001408379,"domain_scores_codex":[0.9989918,0.000006135173,0.0003168049,0.0001944553,0.0001913624,0.000299439],"domain_scores_gemma":[0.9996068,0.00001646803,0.00003123554,0.0001737041,0.00001372982,0.0001579909],"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":[0.000003837148,0.00001924307,0.00004264188,0.00005628007,0.0000181753,0.000004390676,0.0001826955,0.9775046,0.0142421,0.007806384,0.00002165461,0.0000979923],"study_design_scores_gemma":[0.000441047,0.0000631904,0.00002274636,0.00008041669,0.00001545362,0.00001177026,0.0002221754,0.9926542,0.004800313,0.0008419161,0.0006038225,0.0002429311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1425519,0.00182089,0.854898,0.000008733875,0.0003821371,0.0001278501,0.00000680031,0.00008932265,0.0001143261],"genre_scores_gemma":[0.9986181,0.0005103803,0.000692839,0.000004844869,0.0000403285,0.00001366573,0.000006697016,0.00005996899,0.00005318048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8560662,"threshold_uncertainty_score":0.9478238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519159845304148,"score_gpt":0.1973447170752956,"score_spread":0.1821531186222541,"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."}}