{"id":"W179822006","doi":"10.17226/22469","title":"Practices for Unbound Aggregate Pavement Layers","year":2013,"lang":"en","type":"book","venue":"Transportation Research Board eBooks","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggregate (composite); Agency (philosophy); Key (lock); State (computer science); Transport engineering; Engineering; Computer science; Environmental planning; Business; Environmental science; Sociology; Computer security","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":[0.001355138,0.0004154757,0.0003882187,0.0005066879,0.000258636,0.0001938542,0.0003853504,0.000398058,0.0005684385],"category_scores_gemma":[0.00003551591,0.0004432044,0.000168828,0.00007697236,0.0001586521,0.0003647751,0.000007986781,0.0008425491,0.0004970371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006468665,"about_ca_system_score_gemma":0.0005162136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001538726,"about_ca_topic_score_gemma":0.001123096,"domain_scores_codex":[0.9963781,0.00006636878,0.0007267137,0.0004879614,0.001564455,0.0007764121],"domain_scores_gemma":[0.9979362,0.0003434452,0.0003571567,0.0004765809,0.0006814448,0.0002051675],"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":[0.0003775308,0.000124225,0.0003205577,0.01286903,0.002191258,0.00005025154,0.00729067,0.01908033,0.0075789,0.03253761,0.8192493,0.09833033],"study_design_scores_gemma":[0.001280314,0.0003249467,0.0005939087,0.0004908775,0.0001657467,2.013335e-7,0.0002018329,0.01186178,0.003672946,0.006450584,0.9742688,0.0006880647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04021548,0.001560992,0.009117533,0.0003896009,0.0019029,0.01704713,0.0007564036,0.001523073,0.9274869],"genre_scores_gemma":[0.01597271,0.0004532948,0.00199122,0.00006692437,0.0005631322,0.003286615,0.001889098,0.00028525,0.9754918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1550195,"threshold_uncertainty_score":0.999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136942418995604,"score_gpt":0.3722054481104706,"score_spread":0.2585112062109101,"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."}}