{"id":"W2026838364","doi":"10.1680/geot.2010.60.5.353","title":"A microstructure approach to the sensitivity and compressibility of some Eastern Canada sensitive clays","year":2010,"lang":"en","type":"article","venue":"Géotechnique","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Sherbrooke","keywords":"Microstructure; Compressibility; Soil water; Porosity; Plasticity; Grain size; Materials science; Compression (physics); Matrix (chemical analysis); Mineralogy; Geology; Geotechnical engineering; Composite material; Soil science; Mechanics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001532136,0.0001813351,0.000128993,0.002821172,0.0006557342,0.0006936861,0.0003977409,0.0002410507,0.001383568],"category_scores_gemma":[0.000562932,0.0002064514,0.0001865526,0.001453589,0.0007056769,0.0002181847,0.0003193667,0.0002618621,0.0001048655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003092504,"about_ca_system_score_gemma":0.001009783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6572106,"about_ca_topic_score_gemma":0.7432182,"domain_scores_codex":[0.9998635,0.000004810139,0.00000617706,0.00002434875,0.00006432857,0.00003678807],"domain_scores_gemma":[0.9995865,0.00005309401,0.00009410748,0.00002040548,0.0001910131,0.00005486398],"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":[0.0005011499,0.0000900384,0.3527629,0.0001710808,0.0001103467,0.001920184,0.00287221,0.01140789,0.6012725,0.001604783,0.0002299678,0.02705703],"study_design_scores_gemma":[0.000002082163,0.00005031074,0.9752938,0.000004832159,0.00001409665,0.0001729863,0.0006353426,0.003458249,0.01959958,0.000106754,0.0006456925,0.00001623235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970713,0.00007885616,0.0005218786,0.00001810325,0.000001129764,0.00002325748,0.0003627826,0.00001266696,0.00191001],"genre_scores_gemma":[0.9983852,0.00007147354,0.0005089241,0.000006333155,0.000001105424,0.000004735558,0.0000931334,0.000003345898,0.0009257442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3427894,"threshold_uncertainty_score":0.6896163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004449055944498942,"score_gpt":0.1769497658817523,"score_spread":0.1725007099372534,"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."}}