{"id":"W7112881477","doi":"","title":"State of practice on the use of tack coats for micro-surfacing applications: A survey","year":2019,"lang":"","type":"article","venue":"Civil War Book Review","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coat; Survey data collection; Survey research; State (computer science); Survey methodology","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"],"consensus_categories":[],"category_scores_codex":[0.004736129,0.0003273518,0.0007797597,0.00006710169,0.00007331642,0.00002226518,0.0003421418,0.00007131654,0.0004956119],"category_scores_gemma":[0.001275867,0.0002709322,0.0002074946,0.0004298583,0.00006419128,0.0007454246,0.00006892323,0.0002410821,0.0003991548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455422,"about_ca_system_score_gemma":0.000161329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002186846,"about_ca_topic_score_gemma":0.0000155788,"domain_scores_codex":[0.9969022,0.0004886233,0.001424455,0.0003581626,0.0004914089,0.0003351095],"domain_scores_gemma":[0.9936832,0.00311182,0.001199249,0.001148914,0.0007986028,0.00005825422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000542621,0.001432147,0.003068511,0.2886626,0.002660148,0.000001017546,0.002952057,0.1479374,0.02817938,0.00103416,0.2588432,0.2646868],"study_design_scores_gemma":[0.0006144994,0.0002799598,0.0009714131,0.01868305,0.0005312265,0.000001768344,0.0000207413,0.01786207,0.008116477,0.00001892619,0.9525227,0.0003771573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01281743,0.9387497,0.02252262,0.0009356108,0.00043612,0.02281714,0.000630772,0.00005652554,0.001034076],"genre_scores_gemma":[0.02450182,0.9665233,0.002746856,0.003113645,0.00004955479,0.0009402481,0.0001854496,0.0001243755,0.001814699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6936796,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386548994171056,"score_gpt":0.3240463156468651,"score_spread":0.2401808257051546,"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."}}