{"id":"W1572923090","doi":"","title":"Full-Scale Testing and Foundation Design : Honoring Bengt H. Fellenius","year":2012,"lang":"en","type":"book","venue":"American Society of Civil Engineers eBooks","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Engineering; Scale (ratio); Test (biology); Engineering ethics; Construction engineering; Foundation engineering; Civil engineering; Cartography; Political science; Geotechnical engineering; Geography; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002465148,0.0006324716,0.0008127337,0.0001261719,0.00009353287,0.00004482063,0.0002494518,0.0003665469,0.00001517056],"category_scores_gemma":[0.00003388299,0.0007098184,0.000285137,0.0001243628,0.0003748518,0.00007945641,0.00007482275,0.0008346681,0.000004596926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525915,"about_ca_system_score_gemma":0.00009375503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003838292,"about_ca_topic_score_gemma":0.00001115411,"domain_scores_codex":[0.9981603,0.00001864472,0.0005018934,0.0003550146,0.0003546473,0.0006094907],"domain_scores_gemma":[0.998566,0.00053153,0.0001849281,0.0004018487,0.00008120797,0.0002344696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003322446,0.00003004177,0.00002507052,0.003354612,0.001600374,0.000004201908,0.003782954,0.7224595,0.02025219,0.0008661745,0.03481973,0.2127719],"study_design_scores_gemma":[0.002920889,0.001965939,0.001487459,0.003091424,0.002256017,0.000320462,0.001881382,0.6409548,0.003583358,0.00803077,0.3239049,0.009602556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002795094,0.003659044,0.7388373,0.00003805369,0.001078115,0.001024395,0.0000519403,0.003097175,0.2494189],"genre_scores_gemma":[0.747348,0.000741975,0.188934,0.0001024919,0.001450685,0.0001209976,0.00008166285,0.0007672461,0.06045291],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7445529,"threshold_uncertainty_score":0.9995353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419640407670395,"score_gpt":0.1960610726308969,"score_spread":0.181864668554193,"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."}}