{"id":"W231555481","doi":"","title":"Microstructure and compressibility of some Eastern Canada sensitive clays","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microstructure; Compressibility; Materials science; Geology; Composite material; Thermodynamics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001081324,0.0001761731,0.0002271261,0.001521107,0.00170174,0.001096539,0.000399067,0.000344794,0.002210048],"category_scores_gemma":[0.000395814,0.0001966306,0.0001225745,0.001286967,0.000935967,0.0002803593,0.0002864373,0.0002644745,0.0002010757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005328739,"about_ca_system_score_gemma":0.002216278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8715799,"about_ca_topic_score_gemma":0.9129031,"domain_scores_codex":[0.9998839,0.000002581658,0.000003499198,0.00002277312,0.00004123301,0.00004600226],"domain_scores_gemma":[0.9996374,0.00004002683,0.0000439875,0.00001122462,0.0001837485,0.00008360235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0019233,0.0001964718,0.5769732,0.0001828683,0.0001285631,0.002188413,0.005686377,0.01033842,0.3803253,0.001596524,0.00088932,0.01957119],"study_design_scores_gemma":[0.000006016503,0.00002755587,0.9875143,0.000005745928,0.00001060006,0.00008837452,0.001495048,0.001729037,0.008376186,0.00005188422,0.0006793733,0.00001591609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985378,0.00003076787,0.00002797829,0.000009310336,5.656962e-7,0.000003448894,0.000185258,0.000003917516,0.001200912],"genre_scores_gemma":[0.9993439,0.00002094137,0.00002146926,0.000003620697,4.462548e-7,7.828894e-7,0.00006232282,0.000002058047,0.0005444331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1284201,"threshold_uncertainty_score":0.2583528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006315557829608204,"score_gpt":0.1861082916966007,"score_spread":0.1797927338669925,"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."}}