{"id":"W4226454740","doi":"10.33593/usv26zve","title":"Performance Summary Of Precast Concrete Inlay Panel Trial In Ontario","year":2021,"lang":"en","type":"article","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Asphalt concrete; Falling weight deflectometer; Rut; Christian ministry; Engineering; Pavement engineering; Instrumentation (computer programming); Civil engineering; Asphalt; Computer science; Subgrade; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006804473,0.0005493216,0.0005652409,0.0004795849,0.0019802,0.0006061265,0.0007741093,0.0003548175,0.005478807],"category_scores_gemma":[0.0009569246,0.000279138,0.0003504964,0.0008204386,0.0004510719,0.0003028192,0.0004889878,0.0002600166,0.001591182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005646458,"about_ca_system_score_gemma":0.005261154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6197459,"about_ca_topic_score_gemma":0.9092185,"domain_scores_codex":[0.9991215,0.000040188,0.00003162573,0.0000988578,0.0005225656,0.0001853133],"domain_scores_gemma":[0.9979131,0.00008434083,0.00008750708,0.00009103464,0.001545279,0.0002786524],"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":[0.007199222,0.002585063,0.2101046,0.0009635189,0.000161318,0.001343203,0.005527781,0.01202147,0.5383024,0.0003258254,0.01103116,0.2104344],"study_design_scores_gemma":[0.0001691379,0.01180332,0.8168038,0.00006392117,0.0001426616,0.0002693752,0.0050405,0.0074767,0.1222686,0.00009054782,0.03576805,0.0001033331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991989,0.00005861727,0.000475151,0.00002395531,0.000008619973,0.0002045419,0.000986182,0.00008420392,0.006169708],"genre_scores_gemma":[0.9713135,0.0001806487,0.002156987,0.00003298062,0.000005413021,0.00008440671,0.00266431,0.00005175997,0.02351003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3802541,"threshold_uncertainty_score":0.7649871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629777654114525,"score_gpt":0.2349338614026706,"score_spread":0.1886360848615253,"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."}}