{"id":"W2047643056","doi":"10.3141/1919-07","title":"Concrete-Filled, Glass Fiber-Reinforced Polymer Dowels for Load Transfer in Jointed Rigid Pavements","year":2005,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; University of Manitoba; KGS Group (Canada)","funders":"","keywords":"Dowel; Materials science; Composite material; Epoxy; Fibre-reinforced plastic; Pultrusion; Shear (geology); Curling; Glass fiber; Structural engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005658953,0.0003531609,0.0005532356,0.001162481,0.0003489197,0.0001139656,0.0008869812,0.0002546927,0.001200973],"category_scores_gemma":[0.0001013557,0.0002952965,0.0004219759,0.001688115,0.0002989801,0.001305164,0.000004215476,0.001765411,0.00007525997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009459238,"about_ca_system_score_gemma":0.0005974906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323609,"about_ca_topic_score_gemma":0.01607408,"domain_scores_codex":[0.9918866,0.0004619173,0.002091652,0.000374471,0.003970564,0.001214779],"domain_scores_gemma":[0.9957637,0.0006870354,0.0001902835,0.0004341882,0.002582293,0.0003425374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01440248,0.0005394178,0.09088355,0.003784959,0.001866208,0.000163677,0.03091914,0.3579194,0.3645222,0.0075534,0.03991284,0.08753268],"study_design_scores_gemma":[0.02787149,0.002565829,0.4798722,0.002098636,0.0002573728,0.000001899747,0.003877622,0.05936497,0.3239557,0.00061012,0.09803718,0.001486949],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895219,0.0003996867,0.005170654,0.001588339,0.000461325,0.002306038,0.00009983926,0.000062017,0.0003902488],"genre_scores_gemma":[0.99461,0.000851539,0.001246926,0.00006567459,0.0002885146,0.0003230964,0.00006574945,0.0000983602,0.002450126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3889887,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06407636226246662,"score_gpt":0.358036514041299,"score_spread":0.2939601517788324,"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."}}