{"id":"W7057359058","doi":"","title":"I-15 Ontario Project: Technology Implementation for Accelerated Concrete Pavement Rehabilitation","year":2018,"lang":"en","type":"other","venue":"Open Access System for Information Sharing (Pohang University of Science and Technology)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Driver rehabilitation; Highway maintenance; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.000434653,0.0001464081,0.0002454383,0.001702083,0.0003598311,0.0002984128,0.001524145,0.0002379965,0.00005562157],"category_scores_gemma":[0.00002131145,0.000162361,0.0000235857,0.001341393,0.0004547005,0.00199525,0.0004938905,0.00006680501,0.00001186686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401249,"about_ca_system_score_gemma":0.0002822865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003040692,"about_ca_topic_score_gemma":0.002927022,"domain_scores_codex":[0.9991156,0.00000258315,0.0002658181,0.0002430441,0.0001550626,0.0002179014],"domain_scores_gemma":[0.9987984,0.00001505057,0.000329356,0.0003010002,0.0005250482,0.00003120281],"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":[0.00008444193,0.00002743393,0.004408624,0.005940598,0.0003679942,6.973988e-7,0.004436419,0.00005007045,0.005732209,0.1479278,0.7978666,0.03315716],"study_design_scores_gemma":[0.001678357,0.0002138521,0.00008605768,0.0005474946,0.00007644727,0.000002909405,0.01354245,0.003808646,0.008242503,0.0003814744,0.9710523,0.000367455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1098337,0.0001968474,0.1698988,0.002459044,0.002162969,0.06459846,0.003373104,0.007580974,0.6398961],"genre_scores_gemma":[0.7028769,0.0001723101,0.1662164,0.0001042838,0.0001549119,0.002210408,0.002739583,0.000425162,0.1251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5930431,"threshold_uncertainty_score":0.662089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513181407122713,"score_gpt":0.3055832036772128,"score_spread":0.2704513896059856,"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."}}