{"id":"W4407840452","doi":"10.3233/978-1-61499-656-9-507","title":"Gypsum cementation and yielding in plastic clay","year":2005,"lang":"en","type":"book-chapter","venue":"IOS Press eBooks","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cementation (geology); Gypsum; Geology; Geotechnical engineering; Materials science; Composite material; Cement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007721687,0.0002502182,0.0002531776,0.000125401,0.00003105831,0.00002816854,0.00009346638,0.0003482782,0.00002596674],"category_scores_gemma":[0.00001335132,0.0002856844,0.00003740449,0.000002776332,0.00002872051,0.00003440405,0.00005065705,0.0003749992,0.000009559302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006223557,"about_ca_system_score_gemma":0.000008989648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937619,"about_ca_topic_score_gemma":0.0000908384,"domain_scores_codex":[0.9991586,0.000008204449,0.0002772448,0.0002193483,0.0001115186,0.0002250401],"domain_scores_gemma":[0.9996287,0.00009322953,0.00005652633,0.0001535335,0.00001426826,0.00005377278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002750958,0.00000909615,0.00002899123,0.0006152794,0.0001667804,0.00008879926,0.002826017,0.005803489,0.001076447,0.9508991,0.0006157069,0.03784284],"study_design_scores_gemma":[0.00660867,0.0005171071,0.0003727826,0.004649898,0.0008403285,0.0002063366,0.0003173782,0.3464905,0.01889065,0.06891263,0.5460074,0.006186291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003017623,0.0009317891,0.001044185,0.000002698832,0.0007853674,0.0002503503,0.00001295985,0.0001876448,0.9937674],"genre_scores_gemma":[0.8134792,0.0003221662,0.000273424,0.00006191101,0.0004221782,0.00002592055,0.0000222323,0.0001439175,0.1852491],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8819864,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479820315635485,"score_gpt":0.2150313258148968,"score_spread":0.1902331226585419,"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."}}