{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"f05bbb83482b","filters":{"venue":"Chemical Engineering & Machinery"}},"results":[{"id":"W2348773964","doi":"","title":"Research Progress in Treating SAGD Waste Water with Evaporation Method","year":2014,"lang":"en","type":"article","venue":"Chemical Engineering & Machinery","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PCL Construction (Canada)","funders":"","keywords":"Evaporation; Process (computing); Petroleum engineering; Environmental science; Compression (physics); Waste management; Process engineering; Materials science; Geology; Engineering; Computer science; Composite material; Geography; Meteorology","authors":[{"name":"LI Yu-gu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01992329183618914,"gpt":0.2973493655414955,"spread":0.2774260737053064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001198831,0.000150012,0.0001620623,0.00009601791,0.00003959912,0.00004212758,0.0002862684,0.0001087052,0.00002245839],"category_scores_gemma":[0.0001337653,0.000101575,0.00002194392,0.0002983056,0.0001127566,0.0001453531,0.0003015096,0.0004641077,0.00004441398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038307,"about_ca_system_score_gemma":0.000002553016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133963,"about_ca_topic_score_gemma":0.000002689869,"domain_scores_codex":[0.9985745,0.00006824443,0.0001933321,0.0003428973,0.0003666601,0.0004543706],"domain_scores_gemma":[0.9994639,0.0001329885,0.00001951377,0.0003152413,0.000008876776,0.00005952924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000362375,0.0000833651,0.05153682,0.00008802205,0.00001034656,0.00001319971,0.0005982998,0.05162442,0.8583819,0.000205656,0.00009191552,0.03732977],"study_design_scores_gemma":[0.0002406749,0.00005598502,0.002784255,0.00006911796,0.000003802787,0.000006989844,0.00003519799,0.06646442,0.9293554,0.0003384624,0.0004224605,0.0002232737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936084,0.00001381432,0.005266273,0.0003583432,0.00003734776,0.0001234097,4.603885e-7,0.0002616551,0.0003303486],"genre_scores_gemma":[0.9434727,5.056621e-7,0.05628658,0.000005828596,0.00007700933,0.00006716037,0.000008320733,0.00002646698,0.00005539415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07097341,"threshold_uncertainty_score":0.4142107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2375391411","doi":"","title":"Evaluation on Filter Aids' Properties of Adsorbing Copper Ion in Waste Water","year":2013,"lang":"en","type":"article","venue":"Chemical Engineering & Machinery","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PCL Construction (Canada)","funders":"","keywords":"Husk; Copper; Waste management; Perlite; Pulp and paper industry; Cellulose; Environmental science; Filtration (mathematics); Filter (signal processing); Filter cake; Wastewater; Materials science; Chemistry; Metallurgy; Environmental engineering; Engineering; Mathematics","authors":[{"name":"LI Yu-gu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01767953257175902,"gpt":0.2119520198989859,"spread":0.1942724873272269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582221,0.0001165878,0.0001457478,0.00005194337,0.00001261533,0.00001579944,0.0001099154,0.00005269263,0.0002507878],"category_scores_gemma":[0.00007181548,0.00007773293,0.00005356782,0.00009140861,0.00002723343,0.0001251003,0.00007634828,0.0001372856,0.0001445629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190545,"about_ca_system_score_gemma":0.000001906779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000418061,"about_ca_topic_score_gemma":2.697635e-7,"domain_scores_codex":[0.9990125,0.0000304333,0.0002173791,0.0001873835,0.0003544886,0.0001978495],"domain_scores_gemma":[0.9997447,0.00001614152,0.00002022818,0.0001616334,0.00001098886,0.00004627276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003352623,0.00003355804,0.001170504,0.00002146131,0.000007784082,2.632054e-7,0.0002455313,0.08448661,0.9123179,0.000001178241,0.00005582929,0.00165607],"study_design_scores_gemma":[0.0001573766,0.00001333827,0.001013903,0.00007963998,0.00001331887,4.608683e-7,0.00001596873,0.07275983,0.9257864,0.00002601599,0.00002096869,0.0001128239],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994576,0.00002054999,0.00002582261,0.0000931613,0.00007371422,0.00009327062,4.898289e-7,0.00002728913,0.0002081056],"genre_scores_gemma":[0.9995632,9.675177e-7,0.0001882788,0.00001509669,0.00006748583,0.00003825382,0.000006714768,0.00001309025,0.0001069798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0134685,"threshold_uncertainty_score":0.3169857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}