{"id":"W54497526","doi":"","title":"Concrete half joint bridges in New South Wales: challenges in risk management","year":2011,"lang":"en","type":"article","venue":"Austroads Bridge Conference, 8th, 2011, Sydney, New South Wales, Australia","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Joint (building); Engineering; Forensic engineering; Civil engineering; Transport engineering; Structural engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000644136,0.0001546392,0.0001574495,0.0005308755,0.001126761,0.001373927,0.0006496852,0.0009134628,0.002406559],"category_scores_gemma":[0.001314642,0.0002843821,0.0001457283,0.000457959,0.00082713,0.0008994542,0.001289111,0.0004668258,0.0003335417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553577,"about_ca_system_score_gemma":0.004082165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1266265,"about_ca_topic_score_gemma":0.4223203,"domain_scores_codex":[0.999622,0.00009814416,0.00002051007,0.00003866092,0.000157332,0.00006337147],"domain_scores_gemma":[0.9993104,0.0001845967,0.0001210368,0.00004138162,0.0002556819,0.00008701454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004896655,0.0003305841,0.3228218,0.001083369,0.0001216937,0.01799683,0.03332844,0.08444754,0.09332728,0.0446527,0.00728121,0.3941189],"study_design_scores_gemma":[0.00004017723,0.000908302,0.7113925,0.0004669411,0.00007072996,0.008055398,0.06765872,0.09707899,0.009368706,0.01678535,0.08794242,0.0002318257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811116,0.0004830904,0.007044472,0.001729342,0.00002394162,0.00006089047,0.00005581404,0.00001706421,0.009473857],"genre_scores_gemma":[0.9833058,0.0005594567,0.004855759,0.00009214697,0.000006526952,0.00004121331,0.00004315745,0.00001098494,0.01108495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1266265,"threshold_uncertainty_score":0.2517789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402561032130793,"score_gpt":0.2537712601681024,"score_spread":0.1135151569550231,"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."}}