{"id":"W4206856869","doi":"","title":"Micromechanical discussion of muUNSAT efective stress in dry and wet porous media","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Porous medium; Stress (linguistics); Computer science; Porosity; Materials science; Composite material; Philosophy","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":[0.000208892,0.0004443041,0.0003084936,0.0005668311,0.0005087962,0.0007910897,0.0007509488,0.0009264855,0.003053499],"category_scores_gemma":[0.0004902668,0.0002056247,0.000310681,0.0003818117,0.001127926,0.001123703,0.0007859085,0.0006698818,0.0002405417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631053,"about_ca_system_score_gemma":0.0002508792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229216,"about_ca_topic_score_gemma":0.001070501,"domain_scores_codex":[0.9998752,0.00001737009,0.000008291179,0.0000234273,0.00005102115,0.00002464807],"domain_scores_gemma":[0.9998885,0.00004713522,0.00001966105,0.0000128359,0.00001890312,0.00001284463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003820408,0.00006104565,0.0004921816,0.0002397789,0.00001797555,0.0007332033,0.0003192159,0.1680807,0.06115264,0.7545821,0.001547572,0.01273534],"study_design_scores_gemma":[0.00001815896,0.00009022649,0.002814407,0.0000695832,0.00001617342,0.0004921004,0.0002450685,0.7097227,0.02333233,0.2351375,0.02800934,0.00005243567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2327725,0.009063733,0.6491758,0.004613574,0.001669693,0.0001241564,0.0007062036,0.0003024702,0.1015719],"genre_scores_gemma":[0.9332803,0.003124967,0.03293945,0.0004841731,0.000335101,0.0001100548,0.00009462934,0.0001155645,0.02951577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003053499,"threshold_uncertainty_score":0.01021492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009407547356070292,"score_gpt":0.2275927557762402,"score_spread":0.2181852084201699,"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."}}