{"id":"W7019325699","doi":"","title":"Field monitoring of reinforced concrete bridge barriers reinforced with GFRP and steel bars","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Christian ministry; Bridge (graph theory); Reinforced concrete; Compressive strength; Fiber-reinforced concrete","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.00006141309,0.0001060539,0.0001764055,0.00006903529,0.00003266023,0.000007800258,0.00006977511,0.00005925604,0.0003250038],"category_scores_gemma":[0.00001646679,0.00009701285,0.00004240987,0.0001358495,0.00003569165,0.0001986944,0.000004364853,0.00009481997,0.000002845603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008554859,"about_ca_system_score_gemma":0.00001500821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004940252,"about_ca_topic_score_gemma":0.000001761098,"domain_scores_codex":[0.9994376,0.00000552826,0.0002048818,0.00008088026,0.0001194293,0.0001517358],"domain_scores_gemma":[0.9996083,0.00003330388,0.00003839301,0.0001556032,0.00003665351,0.0001277155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002070124,0.000002557668,0.1613487,0.00114107,0.002416075,0.00008838007,0.0568762,0.04840252,0.700384,0.01626227,0.001136647,0.00987141],"study_design_scores_gemma":[0.002168181,0.0005840239,0.1940765,0.0002452,0.0003271106,0.00001161393,0.002266104,0.02755854,0.7714114,0.00006939749,0.0005606354,0.0007212143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745402,0.00003024294,0.006837035,0.00001340893,0.00006027203,0.00007190851,0.000008008737,0.00009301197,0.01834586],"genre_scores_gemma":[0.9971278,0.00009242279,0.002482131,0.00002064138,0.00001959205,0.000004466895,0.000004010418,0.00001516736,0.0002337821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07102742,"threshold_uncertainty_score":0.3956069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416901053101876,"score_gpt":0.2078542188056383,"score_spread":0.1936852082746196,"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."}}