{"id":"W2030592086","doi":"10.4028/www.scientific.net/amm.361-363.1778","title":"The Soil Base Bearing Capacity Relevance Research in the Highway Overhaul Decision-Making","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Civil and Geotechnical Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Bearing capacity; Geotechnical engineering; Excavation; Engineering; Civil engineering; Bearing (navigation); Modulus; Base (topology); Environmental science; Mining engineering; Computer science; Materials science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002449188,0.00013338,0.0001618873,0.00007571285,0.0002372653,0.0003358858,0.0003739248,0.0001069658,0.00004334137],"category_scores_gemma":[0.0001543839,0.00008143349,0.00001962016,0.000265578,0.00003225449,0.00006885891,0.0001859671,0.0003814366,0.00007138091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004402839,"about_ca_system_score_gemma":0.00001022911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000883043,"about_ca_topic_score_gemma":0.00004543435,"domain_scores_codex":[0.9986048,0.00003822246,0.0002529128,0.0002060488,0.0003847801,0.0005132219],"domain_scores_gemma":[0.9983288,0.001156345,0.00001661888,0.0004064339,0.00004051462,0.00005125787],"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":[0.00003960583,0.00003355213,7.457911e-7,0.0002187121,0.00002292255,0.00001239203,0.0003374814,0.003112089,0.4140423,0.507682,0.003724089,0.07077418],"study_design_scores_gemma":[0.0005476535,0.00005914202,0.0003452326,0.0002985256,0.000007382105,0.00001893526,0.0003827023,0.02632854,0.05455702,0.8963539,0.02063898,0.00046199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691803,0.0005249139,0.02487537,0.0005950925,0.0005667633,0.001215368,0.00001519304,0.0002405223,0.002786462],"genre_scores_gemma":[0.998156,0.0005356753,0.0008049945,0.00005088051,0.00008937602,0.0003186769,0.000001102479,0.00002768417,0.00001567884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3886719,"threshold_uncertainty_score":0.3320761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476708946213107,"score_gpt":0.2615378003292791,"score_spread":0.2367707108671481,"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."}}