{"id":"W2021669223","doi":"10.2174/1874149501408010042","title":"Transportation Optimization of Ribbon Floating Bridges: Analytical and Experimental Investigation","year":2014,"lang":"en","type":"article","venue":"The Open Civil Engineering Journal","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Bridge (graph theory); Traverse; Ribbon; Engineering; Axle; Buoyancy; Structural engineering; Marine engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004051962,0.0004652104,0.0003829974,0.000473032,0.0003166684,0.0003623359,0.0006122797,0.0006768713,0.001470674],"category_scores_gemma":[0.0007306242,0.0002216179,0.0003730875,0.0003632189,0.0004011535,0.0004159574,0.0002577495,0.000350094,0.0001587252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004811582,"about_ca_system_score_gemma":0.0003961624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065818,"about_ca_topic_score_gemma":0.003345521,"domain_scores_codex":[0.9998575,0.00002122603,0.000005353216,0.00002354,0.00005740745,0.00003486789],"domain_scores_gemma":[0.9996386,0.0001575431,0.00006431294,0.00004193248,0.000080481,0.0000171549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002533073,0.0006012277,0.002095763,0.0001788843,0.00001869121,0.0002518587,0.0001144949,0.8850402,0.09647401,0.002433888,0.0002943125,0.01224331],"study_design_scores_gemma":[0.00001324369,0.000561396,0.0009929151,0.000005571494,0.000008668791,0.00001836086,0.00007424806,0.9818389,0.01592076,0.000287426,0.0002693312,0.000009137001],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978036,0.0001163275,0.01744056,0.00005248656,0.00001583876,0.0000574672,0.0001000775,0.00005561626,0.004125618],"genre_scores_gemma":[0.9951631,0.0001034344,0.00380626,0.000004462635,0.000001658031,0.00002832948,0.00005571805,0.00000423377,0.0008327646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003065818,"threshold_uncertainty_score":0.006095946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228182373441014,"score_gpt":0.2084818441144747,"score_spread":0.1962000203800645,"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."}}