{"meta":{"query_hash":"368ac2f879ea","filters":{"venue":"Journal of Parametrics"},"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/368ac2f879ea","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Parametrics"},"results":[{"id":"W1849602787","doi":"10.1080/10157891.2000.10462597","title":"Cost Engineering for the Future Business Environment","year":2000,"lang":"en","type":"article","venue":"Journal of Parametrics","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Cost estimate; Cost engineering; Risk analysis (engineering); Forcing (mathematics); Competition (biology); Relevant cost; Product cost management; Product (mathematics); Cost accounting; Focus (optics); Computer science; Industrial organization; Business; Systems engineering; Engineering","score_opus":0.011677076200122363,"score_gpt":0.20267649780486574,"score_spread":0.19099942160474337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1849602787","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03261432,0.006614598,0.95906943,0.00032548793,0.001009304,0.00020696389,0.000005926279,0.00003383806,0.00012010749],"genre_scores_gemma":[0.9278772,0.020866763,0.04876288,0.00009102759,0.0019873113,0.00002068195,0.0000041310586,0.000068365356,0.00032163018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995261,0.000002385442,0.0001904266,0.000037092057,0.0001367425,0.000107277796],"domain_scores_gemma":[0.99968404,0.00011811989,0.000046768,0.00007616899,0.00003812627,0.000036756926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420845,0.00007454289,0.0001008866,0.0001025067,0.000035163714,0.000040414627,0.00012496815,0.000044796816,0.000111143316],"category_scores_gemma":[0.000032300177,0.000050090985,0.000049375707,0.00024589134,0.0000052750966,0.00009000195,0.000003660801,0.00012203474,0.00000461267],"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":[0.000005932837,0.000007275849,0.000023993805,0.00003265499,0.000019406169,0.0000011175451,0.000031814776,0.9008098,0.0000057542547,0.000011547061,0.0006451133,0.09840556],"study_design_scores_gemma":[0.00037363768,0.000029043951,0.0049726223,0.0000180889,0.000048704365,0.000028798999,0.000024310992,0.3978714,0.0006839075,0.000028109878,0.5958065,0.000114906245],"about_ca_topic_score_codex":3.4496074e-7,"about_ca_topic_score_gemma":9.496461e-8,"teacher_disagreement_score":0.9103066,"about_ca_system_score_codex":0.00004456929,"about_ca_system_score_gemma":0.0000066584566,"threshold_uncertainty_score":0.2042651},"labels":[],"label_agreement":null}]}