{"id":"W4390948735","doi":"10.1680/jphmg.22.00015","title":"Development of a small-scale geotechnical centrifuge","year":2024,"lang":"en","type":"article","venue":"International Journal of Physical Modelling in Geotechnics","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada); Coanda Research and Development Corporation (Canada)","funders":"","keywords":"Centrifuge; Consolidation (business); Tailings; Geotechnical engineering; Engineering; Civil engineering; Environmental science; Petroleum engineering; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007918031,0.000478906,0.000347015,0.0008908962,0.0006544667,0.0005950422,0.001326989,0.000484011,0.002210699],"category_scores_gemma":[0.000567936,0.0002671319,0.0003360996,0.0004763356,0.000547346,0.0003859444,0.0005004618,0.000507994,0.001053931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149532,"about_ca_system_score_gemma":0.003841018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03765418,"about_ca_topic_score_gemma":0.08577956,"domain_scores_codex":[0.9993597,0.00003000776,0.00003848276,0.0000948008,0.0004076941,0.00006934995],"domain_scores_gemma":[0.9994146,0.00004493917,0.00005234133,0.00004741759,0.0003572348,0.0000836097],"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":[0.0001906914,0.0009165328,0.0115796,0.0003037726,0.00002085342,0.0004250437,0.0001792361,0.007683709,0.8556843,0.001385211,0.001905098,0.119726],"study_design_scores_gemma":[0.000267908,0.005242879,0.08460637,0.0001116966,0.0001877491,0.0009702467,0.001023172,0.05644299,0.7839398,0.0004947201,0.06653228,0.0001801277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6283555,0.0005083699,0.3445628,0.0005383078,0.0003151503,0.006930992,0.00156046,0.005163552,0.01206492],"genre_scores_gemma":[0.5998849,0.0007468799,0.3795902,0.0001656036,0.00004720225,0.001642138,0.002043354,0.0001412777,0.01573851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03765418,"threshold_uncertainty_score":0.07487005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668773540534935,"score_gpt":0.2449905628135454,"score_spread":0.2283028274081961,"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."}}