{"meta":{"query_hash":"f61519edb24d","filters":{"venue":"SERDP and ESTCP remediation technology monograph series"},"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/f61519edb24d","api":"https://metacan.xera.ac/api/v1/cohort?venue=SERDP+and+ESTCP+remediation+technology+monograph+series"},"results":[{"id":"W218134641","doi":"10.1007/978-1-4419-7826-4_6","title":"Principles of ISCO Related Subsurface Transport and Modeling","year":2010,"lang":"en","type":"book-chapter","venue":"SERDP and ESTCP remediation technology monograph series","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science","score_opus":0.011025118992969651,"score_gpt":0.19218096149796668,"score_spread":0.18115584250499703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W218134641","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013560063,0.00085094786,0.9353955,0.0006274527,0.00021400081,0.00008571889,0.0006398915,0.0012603251,0.059570033],"genre_scores_gemma":[0.104466975,0.0064747124,0.804136,0.0005489865,0.00037574442,0.0007460917,0.0019499816,0.0010486434,0.08025288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965155,0.000055353605,0.00002487297,0.000047835525,0.00018708961,0.000033295615],"domain_scores_gemma":[0.99974614,0.000050282466,0.000016511949,0.000062219246,0.00011421792,0.0000105837335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052170164,0.0008811358,0.0006167658,0.00087053835,0.00051913067,0.0023662467,0.0021218562,0.0009612829,0.0076728933],"category_scores_gemma":[0.0009819238,0.00051038124,0.0011079916,0.0015080989,0.0007020242,0.0018297274,0.0009819738,0.0014500115,0.00505302],"study_design_candidate":"simulation_or_modeling","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":[0.000017414934,0.00005273725,0.00037279323,0.00013232944,0.00002672069,0.00007990939,0.00009400571,0.15226394,0.0018835744,0.7251008,0.021724096,0.098251686],"study_design_scores_gemma":[0.000006982477,0.000014872628,0.00018239529,0.00006314188,0.000018152909,0.00012212341,0.000036538004,0.46822137,0.0018317247,0.37450278,0.15497805,0.000021902375],"about_ca_topic_score_codex":0.009684708,"about_ca_topic_score_gemma":0.0065614423,"teacher_disagreement_score":0.009684708,"about_ca_system_score_codex":0.000892031,"about_ca_system_score_gemma":0.0015859222,"threshold_uncertainty_score":0.025668442},"labels":[],"label_agreement":null}]}