{"id":"W7001963867","doi":"","title":"Long-life bridges using NRC's new concrete technology","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Deformation (meteorology); Welding; Bridge (graph theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002187683,0.000470902,0.0003363926,0.001109795,0.0009920747,0.001435074,0.0008899392,0.001246787,0.008350035],"category_scores_gemma":[0.001675241,0.0003065104,0.0003986191,0.0008719329,0.0008443065,0.001262987,0.00116049,0.001100073,0.002545155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021093,"about_ca_system_score_gemma":0.004219018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0287315,"about_ca_topic_score_gemma":0.09353317,"domain_scores_codex":[0.9981975,0.0001367798,0.00008404029,0.0002825439,0.001161081,0.0001381595],"domain_scores_gemma":[0.9985373,0.0001356086,0.0001252165,0.000357187,0.0007115849,0.0001331448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004277028,0.0005122003,0.01843539,0.000583462,0.00006777571,0.001515332,0.001664911,0.01440897,0.3228068,0.0521794,0.01220335,0.5751947],"study_design_scores_gemma":[0.000127516,0.001842517,0.0833374,0.0004268643,0.0001850173,0.003920051,0.001579072,0.0215772,0.1261342,0.004512145,0.7561468,0.0002110558],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6610171,0.002917762,0.1345386,0.002389377,0.0005980266,0.0005749323,0.001138661,0.001652498,0.195173],"genre_scores_gemma":[0.7676886,0.001276709,0.1229283,0.0002211787,0.00009795839,0.0001611436,0.0008855961,0.0001602456,0.1065804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9712685,"threshold_uncertainty_score":0.05712849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693390414264874,"score_gpt":0.2444711899187648,"score_spread":0.2075372857761161,"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."}}