{"id":"W6982410496","doi":"","title":"Improving the Foundation Layers for Concrete Pavements:
\\nJointed Concrete Pavement Rehabilitation with Precast Concrete Pavement –
\\nCalifornia I-15 Field Study - TPF-5(183)","year":2016,"lang":"en","type":"other","venue":"Iowa Publications Online (State Library of Iowa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Falling weight deflectometer; Deflection (physics); Driver rehabilitation; Cement; Foundation (evidence); Portland cement","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001760715,0.001679063,0.001722672,0.001743727,0.00061309,0.0007259658,0.002310003,0.0005254021,0.005208578],"category_scores_gemma":[0.0008824735,0.001232256,0.000560596,0.001683194,0.0009598074,0.002348633,0.0007286631,0.000805338,0.000509263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004259599,"about_ca_system_score_gemma":0.001417925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366072,"about_ca_topic_score_gemma":0.001053203,"domain_scores_codex":[0.9900802,0.001101014,0.003091938,0.002345187,0.001899228,0.001482445],"domain_scores_gemma":[0.9875601,0.002275316,0.004944352,0.003529888,0.001147148,0.0005432219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001844353,0.0004382842,0.02083745,0.001739164,0.00528735,0.000008850062,0.002963337,0.00005498062,0.01077874,0.002038159,0.9429966,0.01101274],"study_design_scores_gemma":[0.01427113,0.007155955,0.002925497,0.001685624,0.001324441,0.00001068064,0.004820374,0.003090626,0.00442323,0.000524024,0.9571533,0.002615175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3138761,0.002833033,0.0687552,0.1305777,0.005406084,0.1746602,0.1927982,0.01538812,0.09570532],"genre_scores_gemma":[0.1305309,0.000872759,0.09037963,0.007275848,0.003674079,0.02290334,0.09374194,0.01041155,0.6402099],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5445046,"threshold_uncertainty_score":0.9995956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164309744765441,"score_gpt":0.2725960766747901,"score_spread":0.2561651021982461,"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."}}