{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"80f4765eaf11","filters":{"venue":"ICCREM 2019"}},"results":[{"id":"W2970844161","doi":"10.1061/9780784482308.001","title":"A Framework for the Contract Management System in Cloud-Based ERP for SMEs in the Construction Industry","year":2019,"lang":"en","type":"article","venue":"ICCREM 2019","topic":"BIM and Construction Integration","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Cloud computing; Business; Enterprise resource planning; Contract management; Construction industry; Process management; Industrial organization; Computer science; Engineering; Construction engineering; Operating system; Marketing","authors":[{"name":"Yuan Chen","is_ca":true},{"name":"Meng Wang","is_ca":true},{"name":"Ling Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009959230430971109,"gpt":0.2299882736071059,"spread":0.2200290431761348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002986476,0.0001026943,0.0001187334,0.00007295464,0.00003949333,0.00005273,0.0001462723,0.0002053389,0.00002160645],"category_scores_gemma":[0.00001310262,0.00006706729,0.00005900439,0.0001448525,0.00002275202,0.00006423277,0.000004517954,0.0002836116,0.00001814183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008836963,"about_ca_system_score_gemma":0.00001615731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365191,"about_ca_topic_score_gemma":0.00004675906,"domain_scores_codex":[0.9993898,0.00002566757,0.0002071784,0.0001186096,0.00009514853,0.0001635891],"domain_scores_gemma":[0.9993274,0.0003713547,0.00004328811,0.0002208774,0.00002460632,0.00001252605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000213491,0.00003495384,0.01179154,0.0006487164,0.0001108142,0.000001858309,0.0006062063,0.05262948,0.0001531801,0.7861215,0.003448258,0.14424],"study_design_scores_gemma":[0.006922524,0.0002073054,0.04077124,0.001619871,0.0001777477,0.00004893215,0.02920395,0.7634935,0.001876827,0.01369577,0.1411296,0.0008527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5022395,0.0008151431,0.4765035,0.001358111,0.00724355,0.006033937,0.0001105693,0.0002609384,0.005434696],"genre_scores_gemma":[0.9965034,0.000008230683,0.002719418,0.0001128344,0.0001583016,0.000406864,0.00001102886,0.0000147216,0.00006526638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7724258,"threshold_uncertainty_score":0.2734925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}