{"id":"W612266207","doi":"","title":"LION'S GATE BRIDGE REHABILITATION PROVES A LION-SIZED CHALLENGE: DESPITE DISPUTES, TEAM ACCOMPLISHED UNIQUE FEATS ON $59-MILLION MAKEOVER OF VITAL VANCOUVER CROSSING.","year":2002,"lang":"en","type":"article","venue":"ENR","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Engineering; Medicine; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.000142225,0.0002738001,0.0003012653,0.000176788,0.0001190384,0.00007835057,0.0001503459,0.0001510006,0.00004780586],"category_scores_gemma":[0.0001305783,0.0002438335,0.0001222919,0.000241395,0.00009530747,0.0003592101,0.00003951915,0.0002793841,0.00002092261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733592,"about_ca_system_score_gemma":0.00001558256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002402433,"about_ca_topic_score_gemma":0.00003705735,"domain_scores_codex":[0.9987282,0.00003655878,0.00033611,0.0002860123,0.0002524048,0.0003607082],"domain_scores_gemma":[0.9992481,0.0001425883,0.00009143684,0.0003515733,0.00008967741,0.0000766301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009525988,0.001185218,0.01007315,0.003223023,0.0005978591,0.0001301656,0.05022374,0.09753408,0.2124156,0.003175282,0.2567408,0.3637484],"study_design_scores_gemma":[0.01304017,0.00353457,0.5274819,0.005171217,0.0002178921,0.00005365477,0.001450161,0.08850218,0.1641926,0.007124742,0.184737,0.004493861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865747,0.0004288406,0.003023493,0.0001894794,0.002329571,0.0006079933,0.00002613756,0.0004093877,0.006410379],"genre_scores_gemma":[0.9964944,0.00007441001,0.002479645,0.00003508372,0.0004471706,0.00004617147,0.000009934942,0.00006370039,0.0003495263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5174087,"threshold_uncertainty_score":0.9943241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008851524092270616,"score_gpt":0.2160351974851103,"score_spread":0.2071836733928397,"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."}}