{"id":"W2163129082","doi":"10.1002/cae.10044","title":"Geotechnical Virtual Laboratory. I. Permeability","year":2003,"lang":"en","type":"article","venue":"Computer Applications in Engineering Education","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Permeability (electromagnetism); Geotechnical engineering; Virtual Laboratory; Engineering; Civil engineering; Computer science; Work (physics); Mechanical engineering; Multimedia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112288,0.0001281913,0.0001275673,0.0001050151,0.00003864713,0.0000255951,0.0001124486,0.00007793105,0.0000197312],"category_scores_gemma":[0.00001956191,0.0001400108,0.00002727568,0.0003728675,0.00002701107,0.00007018448,0.00001769713,0.0001408419,0.00002437221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061566,"about_ca_system_score_gemma":0.00003900645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000168569,"about_ca_topic_score_gemma":7.583778e-7,"domain_scores_codex":[0.9993506,0.00001407871,0.0002302321,0.0001801293,0.00006774705,0.0001572239],"domain_scores_gemma":[0.9995833,0.00003872497,0.00001448871,0.0002670992,0.00004721786,0.00004918234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001374373,0.0003210664,0.002185531,0.0002910669,0.00002706959,3.028534e-7,0.0002046062,0.8208062,0.007784051,0.1406474,0.001144394,0.02658691],"study_design_scores_gemma":[0.0008720563,0.000106843,0.1198787,0.0002122064,0.00005313947,0.000049358,0.0004025603,0.2975785,0.02056745,0.007346103,0.5507256,0.00220739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3966864,0.0002734009,0.6002771,0.00004180005,0.001043819,0.0003920766,0.000005305758,0.0008188132,0.0004612877],"genre_scores_gemma":[0.985589,0.00002896338,0.01369599,0.00001567249,0.000119509,0.000509081,0.000009644578,0.00001885175,0.00001323714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5889027,"threshold_uncertainty_score":0.5709476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004120618564854317,"score_gpt":0.2010514954295603,"score_spread":0.196930876864706,"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."}}