{"id":"W2240474147","doi":"","title":"Department of Transportation Perspective: A Survey on Polyphosphoric Acid Use and Issues","year":2012,"lang":"en","type":"article","venue":"Transportation research circular","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Christian ministry; Transport engineering; Survey research; Snapshot (computer storage); Survey data collection; Business; Engineering; Computer science; Database; Political science; Mathematics","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":[0.001961415,0.0001895917,0.0001505161,0.001414023,0.001341727,0.001428053,0.0006196461,0.0008295794,0.0110446],"category_scores_gemma":[0.005080492,0.0002613642,0.0001667682,0.003655304,0.0003155304,0.001653189,0.0009947954,0.00119675,0.001905954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003326547,"about_ca_system_score_gemma":0.005035882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06971766,"about_ca_topic_score_gemma":0.0968862,"domain_scores_codex":[0.9978063,0.0005598746,0.0002550427,0.0001760207,0.0008189663,0.0003838341],"domain_scores_gemma":[0.9925346,0.001051624,0.001397532,0.0001515596,0.003595212,0.001269334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109906,0.0005378129,0.5950433,0.001067032,0.00003965332,0.0009832203,0.01469576,0.0002566355,0.002590983,0.00200025,0.2535672,0.1291082],"study_design_scores_gemma":[0.000007476665,0.0003123764,0.4755726,0.0002452358,0.00001338107,0.0006528383,0.05718062,0.0001678417,0.000795635,0.0001462839,0.4648732,0.00003250144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7182739,0.006302148,0.002291908,0.1134931,0.0007652809,0.0006932699,0.03884157,0.0002360719,0.1191028],"genre_scores_gemma":[0.8895369,0.01690352,0.004124385,0.02454114,0.0002763089,0.0007475169,0.02176009,0.00009186712,0.04201812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06971766,"threshold_uncertainty_score":0.1386237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09090057922754216,"score_gpt":0.3660799566589709,"score_spread":0.2751793774314287,"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."}}