{"id":"W7067857902","doi":"","title":"Non-destructive testing for optimizing the rehabilitation of rigid pavements","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Overlay; Asphalt; Joint (building); Deflection (physics); Asphalt concrete; Load testing; Reliability (semiconductor); Driver rehabilitation","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":[0.001020638,0.0005692971,0.0002470776,0.0007666806,0.0002711598,0.0002730034,0.0005566183,0.0002880828,0.0006688978],"category_scores_gemma":[0.001274646,0.0002120218,0.0001857188,0.0003456835,0.0003458801,0.0002408157,0.0003455848,0.000167636,0.0001515359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725443,"about_ca_system_score_gemma":0.0003130178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438227,"about_ca_topic_score_gemma":0.007583982,"domain_scores_codex":[0.9989582,0.0002413863,0.00005357389,0.000151291,0.0005245016,0.00007102045],"domain_scores_gemma":[0.9992435,0.000252861,0.0001222715,0.0001011282,0.0002439671,0.00003631168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001688794,0.0002117116,0.0264286,0.0001175478,0.00000987946,0.0001363266,0.0002740145,0.007469675,0.9075216,0.0001305,0.00009751421,0.0574338],"study_design_scores_gemma":[0.00002249913,0.001693111,0.1328978,0.00001891486,0.00003882618,0.0003362747,0.000513513,0.03021783,0.8325932,0.0001996578,0.001436404,0.00003197436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634864,0.00009163957,0.03547899,0.0000133048,0.000005746152,0.00007920578,0.00007032833,0.0001260767,0.0006482958],"genre_scores_gemma":[0.9692671,0.00006317608,0.02974704,0.000007684848,0.000001782238,0.00004036104,0.00004855667,0.00001168935,0.0008125961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001438227,"threshold_uncertainty_score":0.005397737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864850195097649,"score_gpt":0.223677125932613,"score_spread":0.2050286239816365,"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."}}