{"id":"W2052131482","doi":"10.1680/geot.2002.52.9.625","title":"Dilatancy in general Cambridge-type models","year":2002,"lang":"en","type":"article","venue":"Géotechnique","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); University of British Columbia","funders":"","keywords":"Dilatant; Geotechnical engineering; Dissipation; Context (archaeology); Plane stress; Symmetry (geometry); Work (physics); Degrees of freedom (physics and chemistry); Mathematics; Mechanics; Geology; Engineering; Structural engineering; Geometry; Physics; Mechanical engineering","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":[0.002177421,0.0009257955,0.001092642,0.001209503,0.0007672475,0.002278447,0.002646137,0.001826253,0.006144565],"category_scores_gemma":[0.007527305,0.0005418848,0.001552383,0.0005799571,0.003065921,0.003354352,0.00270467,0.00189246,0.00120923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014428,"about_ca_system_score_gemma":0.0008253122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007247501,"about_ca_topic_score_gemma":0.005272639,"domain_scores_codex":[0.9989496,0.0003009612,0.0000622971,0.0002085684,0.0003417857,0.0001368416],"domain_scores_gemma":[0.9980982,0.0007419176,0.0002636943,0.0003586927,0.0003261654,0.0002113768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002470933,0.00001726385,0.0006953551,0.00004507082,0.00001382064,0.0001307476,0.0001818079,0.05297495,0.0007905716,0.9406998,0.001319568,0.003106407],"study_design_scores_gemma":[0.00003247154,0.00006653216,0.0007788991,0.00003555522,0.00001782869,0.0001728228,0.00008316021,0.415279,0.0004351158,0.5739886,0.009059975,0.0000500624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1847226,0.001972938,0.6448478,0.003834913,0.0004213887,0.0002468978,0.0009438028,0.0007048269,0.162305],"genre_scores_gemma":[0.8997247,0.0009605127,0.04541858,0.0007310061,0.0002981432,0.0003718962,0.0007757275,0.0003458011,0.05137373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007247501,"threshold_uncertainty_score":0.02055556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688717217729945,"score_gpt":0.1826697167933598,"score_spread":0.1657825446160604,"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."}}