{"id":"W3089462708","doi":"","title":"Drained and Undrained Thermal Volume Changes of Weak Argillaceous Formations: Lessons Learned","year":2020,"lang":"en","type":"article","venue":"54th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Volume (thermodynamics); Geotechnical engineering; Thermodynamics; Physics","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":[0.0004330658,0.0003078716,0.0004735145,0.0005950684,0.0004331254,0.001168878,0.001019356,0.000645601,0.001495166],"category_scores_gemma":[0.001564912,0.0002750488,0.0002879916,0.0005192907,0.001814817,0.002169057,0.0007867126,0.000874114,0.0002073818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009193087,"about_ca_system_score_gemma":0.0005270063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02093357,"about_ca_topic_score_gemma":0.02026232,"domain_scores_codex":[0.9998166,0.00001663849,0.00001458056,0.00008780639,0.00003618137,0.00002820289],"domain_scores_gemma":[0.9997541,0.00006729579,0.00002723389,0.00005011598,0.00007475909,0.00002645726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512552,0.0003919954,0.3945296,0.001035213,0.0003293933,0.001472165,0.005636145,0.1235088,0.1626815,0.03289503,0.002718934,0.2732886],"study_design_scores_gemma":[0.0001142982,0.0004092987,0.7437243,0.0002370372,0.0001654017,0.0006560467,0.005847092,0.1182733,0.06709711,0.03883801,0.02434389,0.0002942641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860011,0.001485226,0.003290887,0.001030094,0.00009422153,0.000007957698,0.0002075436,0.00007822227,0.007804542],"genre_scores_gemma":[0.9984657,0.0003079153,0.0005131452,0.00004484751,0.00001637966,0.000002138586,0.00004007049,0.0000214145,0.0005883048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02093357,"threshold_uncertainty_score":0.04162341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313330754389301,"score_gpt":0.237361240220822,"score_spread":0.214227932676929,"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."}}