{"id":"W4396686981","doi":"10.1139/cgj-2023-0388","title":"Enhanced resistance to desiccation cracking of polymer–bentonite mixtures: an experimental investigation of underlying mechanisms","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bentonite; Cracking; Geotechnical engineering; Desiccation; Materials science; Geology; Composite material; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002884884,0.0004430463,0.000274212,0.000258191,0.0001357662,0.0002678896,0.000189574,0.0003193655,0.0005191574],"category_scores_gemma":[0.0003679817,0.0001854613,0.0002158035,0.0002608257,0.0001900205,0.0004186191,0.0002109675,0.0005349161,0.0001285637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195166,"about_ca_system_score_gemma":0.0001126074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005571563,"about_ca_topic_score_gemma":0.001497693,"domain_scores_codex":[0.9997631,0.00003169439,0.00002212629,0.00006195716,0.00008327862,0.00003779351],"domain_scores_gemma":[0.9997229,0.00006830767,0.0001090831,0.00002055754,0.00004836644,0.00003075082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002328161,0.000007895484,0.00007962194,0.00003223755,0.000003076776,0.00001099415,0.000007342406,0.00003948028,0.999289,0.00001103016,0.00000205953,0.0004939304],"study_design_scores_gemma":[0.000001667217,0.0001249682,0.001001068,0.000002393683,0.000005492279,0.00002717101,0.000007992704,0.0002885794,0.998324,0.000004568335,0.0002098505,0.000002278272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955902,0.001152049,0.002539791,0.00002664508,0.000007989936,0.00002555543,0.0001123705,0.00002664163,0.0005188385],"genre_scores_gemma":[0.9955959,0.0007198555,0.003007893,0.00001282827,0.000004490312,0.00001765005,0.00009522826,0.00001179011,0.0005344145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005571563,"threshold_uncertainty_score":0.00173676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982531933578583,"score_gpt":0.2676810400079974,"score_spread":0.2478557206722115,"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."}}