{"meta":{"query_hash":"3f6e00169f4a","filters":{"venue":"Public administration and public policy"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/3f6e00169f4a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Public+administration+and+public+policy"},"results":[{"id":"W1863977947","doi":"10.1201/9781420017021.ch24","title":"Transportation Asset Management","year":2007,"lang":"en","type":"book-chapter","venue":"Public administration and public policy","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Asset management; Computer science; Finance","score_opus":0.02154567287242094,"score_gpt":0.26043387719555666,"score_spread":0.23888820432313573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863977947","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014955861,0.010964903,0.012681707,0.0023247525,0.0012997137,0.00010242752,0.00055120874,0.00049516006,0.97008455],"genre_scores_gemma":[0.014810647,0.021772364,0.008322801,0.0005623337,0.000358275,0.00008104612,0.00094736705,0.00013331723,0.9530118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998908,0.000009772942,0.000005325804,0.000020171346,0.00005839434,0.000015436408],"domain_scores_gemma":[0.9999329,0.000008206718,0.0000045993957,0.00000784136,0.000037861373,0.000008454083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014217106,0.00054648035,0.00020465124,0.0009258959,0.001027592,0.0021343718,0.0006795504,0.00071241986,0.08603245],"category_scores_gemma":[0.00028289855,0.00016479965,0.00027664963,0.0011392523,0.00029354545,0.0020626797,0.00079710473,0.0007254173,0.030345472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007851012,0.000048616912,0.0002654407,0.00019054941,0.000003897326,0.000095604504,0.00034016775,0.0022026438,0.0006362144,0.13576207,0.37545624,0.48499066],"study_design_scores_gemma":[4.79889e-7,0.0000052371224,0.00013531213,0.000076214696,0.0000010697732,0.000069133486,0.00006468886,0.000312188,0.00010614422,0.004812727,0.9944141,0.0000027941337],"about_ca_topic_score_codex":0.005948909,"about_ca_topic_score_gemma":0.009390363,"teacher_disagreement_score":0.08603245,"about_ca_system_score_codex":0.0016769934,"about_ca_system_score_gemma":0.0010981744,"threshold_uncertainty_score":0.28780723},"labels":[],"label_agreement":null}]}