{"id":"W2481110065","doi":"10.1201/b16955-33","title":"A detailed look at pre-peak dilatancy in a granite – determining “plastic” strains from laboratory test data","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Waste Management Organization","keywords":"Dilatant; Geology; Test (biology); Geotechnical engineering; Paleontology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005091446,0.0006578803,0.0005136218,0.001361864,0.0007027673,0.001503564,0.001479566,0.001192471,0.007917855],"category_scores_gemma":[0.0009528942,0.0006600705,0.000484604,0.001788351,0.0008854922,0.001601361,0.0006379377,0.002002455,0.003022631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008119031,"about_ca_system_score_gemma":0.0005475716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008445009,"about_ca_topic_score_gemma":0.02732383,"domain_scores_codex":[0.9996586,0.00003969402,0.00001447014,0.00006996786,0.0001850437,0.00003227729],"domain_scores_gemma":[0.9996067,0.0002001366,0.00002737598,0.00004544972,0.0001027148,0.0000176332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003878764,0.000351919,0.01766759,0.001009902,0.0001356924,0.001815321,0.001541112,0.09553938,0.2766595,0.02693953,0.03307083,0.5448813],"study_design_scores_gemma":[0.00003510061,0.0008159452,0.1027026,0.0006014153,0.00008864999,0.00476876,0.003798134,0.07506359,0.2509695,0.05216413,0.5084153,0.0005769159],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2080384,0.01487715,0.5204383,0.004036143,0.0009046482,0.0001693016,0.003695971,0.00668771,0.2411524],"genre_scores_gemma":[0.6032327,0.007495948,0.1860185,0.001874147,0.0001307382,0.0000642623,0.002979746,0.003191887,0.1950121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008445009,"threshold_uncertainty_score":0.02648783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229628161447958,"score_gpt":0.2120155051785626,"score_spread":0.1897192235640831,"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."}}