{"meta":{"query_hash":"77bf31d0c15e","filters":{"venue":"Nonferrous Metals Engineering & Research"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/77bf31d0c15e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nonferrous+Metals+Engineering+%26+Research"},"results":[{"id":"W2353475798","doi":"","title":"Construction,Nature and Human Being--Planning and design of Kangqiao Green Town residential quarter","year":2004,"lang":"en","type":"article","venue":"Nonferrous Metals Engineering & Research","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"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":"Quarter (Canadian coin); Unification; Natural (archaeology); Architectural engineering; Environmental planning; Town planning; Urban planning; Engineering; Business; Civil engineering; Geography; Computer science; Archaeology","score_opus":0.02521065985070202,"score_gpt":0.2920994479005897,"score_spread":0.2668887880498877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353475798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85655415,0.0032161893,0.13766392,0.0000926868,0.0002526489,0.0006498411,0.0000041831145,0.00033372745,0.0012326565],"genre_scores_gemma":[0.9845385,0.000056204448,0.015065499,0.0000051268116,0.000095732314,0.000041552237,0.0000044718026,0.000049251626,0.00014367577],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983362,0.000054996275,0.0003103224,0.00028573343,0.00046928547,0.0005434909],"domain_scores_gemma":[0.99926627,0.00014726326,0.000022711654,0.00022414388,0.00017816211,0.00016145651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010163137,0.00021874376,0.0003111263,0.0006035006,0.00014849717,0.00009976107,0.00015255583,0.00022659793,0.000024351782],"category_scores_gemma":[0.000083200204,0.00022621707,0.000033620192,0.00038954822,0.00011709446,0.00019878405,0.00007878342,0.0006458856,0.000002783962],"study_design_candidate":"bench_or_experimental","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":[0.00014563899,0.000114992625,0.0028226888,0.003184933,0.00096261327,0.0008068969,0.014558902,0.5919001,0.34158278,0.03732047,0.0011296187,0.005470338],"study_design_scores_gemma":[0.018014984,0.0030628275,0.13803671,0.0039880676,0.0005688246,0.0028105755,0.016656902,0.14698547,0.5945933,0.057810124,0.010235545,0.0072367],"about_ca_topic_score_codex":0.00015378879,"about_ca_topic_score_gemma":0.000004313798,"teacher_disagreement_score":0.44491467,"about_ca_system_score_codex":0.000116116076,"about_ca_system_score_gemma":0.000067620655,"threshold_uncertainty_score":0.9224864},"labels":[],"label_agreement":null},{"id":"W2360659550","doi":"","title":"Application of Electric Flocculation Technology","year":2004,"lang":"en","type":"article","venue":"Nonferrous Metals Engineering & Research","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"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":"Flocculation; Sewage; Process (computing); Sewage treatment; Waste management; Process engineering; Environmental science; Materials science; Engineering; Environmental engineering; Computer science","score_opus":0.029113576659845184,"score_gpt":0.31737983337680314,"score_spread":0.28826625671695794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360659550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92002314,0.00007665778,0.079168186,0.00019294696,0.000026288593,0.00013755471,6.9854286e-7,0.000086957516,0.0002875374],"genre_scores_gemma":[0.99584305,0.000010628259,0.0039543747,0.0000011457568,0.00003706402,0.00004444395,0.0000033348688,0.000013566857,0.000092379196],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986889,0.000035066216,0.00020203606,0.00023536103,0.0005251732,0.00031350346],"domain_scores_gemma":[0.9995177,0.000034819856,0.00003226568,0.00032229314,0.00003886124,0.000054102962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090688927,0.0000835602,0.00014961415,0.00035326855,0.000068643276,0.000013799843,0.0002452452,0.00008777066,0.000028306358],"category_scores_gemma":[0.00010294873,0.00008002075,0.00005016237,0.0017466475,0.000059119804,0.0000810385,0.000099207675,0.00022460047,0.0001936398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026555833,0.0000577047,0.0022700306,0.00001751511,0.000017292645,0.000001539535,0.000100334895,0.21384871,0.7778518,0.0010735007,0.000003991281,0.004754925],"study_design_scores_gemma":[0.00027396265,0.000102887825,0.016631598,0.000019541887,0.000021924014,0.000006102178,0.000053955093,0.033154592,0.9456485,0.0027330783,0.0011664995,0.00018736717],"about_ca_topic_score_codex":0.0008826585,"about_ca_topic_score_gemma":0.000003251797,"teacher_disagreement_score":0.18069412,"about_ca_system_score_codex":0.00019607607,"about_ca_system_score_gemma":0.000012112556,"threshold_uncertainty_score":0.32631513},"labels":[],"label_agreement":null},{"id":"W2376028579","doi":"","title":"Comment on Influencing Factor Relating to Residential Quarter Space","year":2007,"lang":"en","type":"article","venue":"Nonferrous Metals Engineering & Research","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"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":"Quarter (Canadian coin); Architectural engineering; Space (punctuation); Engineering; Computer science; Geography","score_opus":0.043216474216236526,"score_gpt":0.3051931922431776,"score_spread":0.26197671802694106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376028579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76950824,0.00028111265,0.22008051,0.0010027499,0.0005394621,0.00065421115,0.00001009767,0.0008419677,0.0070816595],"genre_scores_gemma":[0.995056,0.000011308472,0.003860481,0.00012073503,0.00032008762,0.00003462201,0.0000047355206,0.00009908102,0.0004929748],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99677914,0.000083266415,0.00049375865,0.0003846448,0.0011365166,0.0011226546],"domain_scores_gemma":[0.9983088,0.0005291685,0.00002432325,0.0005372188,0.00016782552,0.0004326678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021026134,0.00031142938,0.0003888822,0.0011628604,0.00016891457,0.0001646557,0.0003766465,0.00016413824,0.00014178979],"category_scores_gemma":[0.00031290852,0.00031191003,0.00015427884,0.0011197922,0.000023376439,0.00015480224,0.000093713854,0.000930404,0.00058712653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108246975,0.00011809632,0.00096297945,0.00027564247,0.0005616236,0.00027814892,0.005857077,0.61563367,0.3520849,0.0031960842,0.0148389,0.006084622],"study_design_scores_gemma":[0.0018845573,0.0014008415,0.026307859,0.00085741625,0.00015544693,0.000030085972,0.0016632813,0.5296463,0.311038,0.00020600308,0.123854585,0.0029556805],"about_ca_topic_score_codex":0.0004675156,"about_ca_topic_score_gemma":0.00014051508,"teacher_disagreement_score":0.22554775,"about_ca_system_score_codex":0.00043184432,"about_ca_system_score_gemma":0.000024911762,"threshold_uncertainty_score":0.9999333},"labels":[],"label_agreement":null},{"id":"W2386150900","doi":"","title":"Design of Humanization Dwelling Space——Design and Modification of 3# Building of Botai.Bingjiang Venice Residential Quarter Phase-II Project","year":2005,"lang":"en","type":"article","venue":"Nonferrous Metals Engineering & Research","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"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":"Quarter (Canadian coin); Architectural engineering; Space (punctuation); Building design; Engineering; Phase (matter); Residential area; Civil engineering; Computer science; Geography","score_opus":0.1309255987068039,"score_gpt":0.3842852157531574,"score_spread":0.25335961704635346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386150900","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47568944,0.00046402722,0.52275896,0.00018279006,0.000044703167,0.00065618765,0.0000010871244,0.000021720945,0.0001810934],"genre_scores_gemma":[0.95704824,0.0004176446,0.042215828,9.5138716e-7,0.000080978876,0.000027459766,0.0000029905411,0.000017113363,0.0001887967],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979696,0.00029774383,0.00036565115,0.00021002535,0.0008614736,0.0002954878],"domain_scores_gemma":[0.99920774,0.00028931053,0.00012802232,0.00014843263,0.00017486076,0.000051644707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003787599,0.00010086538,0.00022526277,0.00038236775,0.0001984036,0.000026401467,0.00019778393,0.000087539745,0.000020673839],"category_scores_gemma":[0.0001981538,0.000105409636,0.00003834632,0.0004432472,0.00015102918,0.00024127518,0.000051166055,0.00013367616,0.0000014843471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010260634,0.00023035974,0.0000678245,0.0001365405,0.00007981065,0.0000013858199,0.0199983,0.32387134,0.64353365,0.009589308,0.00012894046,0.0022599406],"study_design_scores_gemma":[0.0020314592,0.0010698261,0.002278317,0.000570898,0.00010864037,0.00000329656,0.0034623912,0.4923961,0.49280894,0.00072725146,0.003954499,0.0005884036],"about_ca_topic_score_codex":0.0003325465,"about_ca_topic_score_gemma":0.000007333679,"teacher_disagreement_score":0.4813588,"about_ca_system_score_codex":0.00010406613,"about_ca_system_score_gemma":0.00014428973,"threshold_uncertainty_score":0.42984802},"labels":[],"label_agreement":null},{"id":"W2390271447","doi":"","title":"A Discussion on Initial Planning of Nanchang Cuilin Shanzhuang Residential Quarter Project","year":2010,"lang":"en","type":"article","venue":"Nonferrous Metals Engineering & Research","topic":"Evaluation Methods in Various Fields","field":"Environmental Science","cited_by":0,"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":"Quarter (Canadian coin); Project planning; Engineering; Architectural engineering; Point (geometry); Residential area; Transport engineering; Project management; Civil engineering; Geography; Systems engineering","score_opus":0.11667796891787911,"score_gpt":0.4518556230338103,"score_spread":0.3351776541159312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390271447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762807,0.000025772444,0.01435647,0.00024790943,0.0007187684,0.00067206327,0.000006457837,0.00009647115,0.007595408],"genre_scores_gemma":[0.9674787,0.0000038544886,0.031579074,0.000018375,0.00024493318,0.00010658857,0.000006243828,0.000042873962,0.00051934697],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9965537,0.0004045513,0.000405824,0.00046733962,0.0015708924,0.00059764803],"domain_scores_gemma":[0.99863064,0.00053460663,0.00007658121,0.0005805049,0.000060679886,0.00011701305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054585855,0.00019644188,0.00027465555,0.00038161373,0.00016490249,0.00007381732,0.00050585566,0.00023514409,0.0013220526],"category_scores_gemma":[0.001491203,0.00014706588,0.00010323807,0.00064775324,0.00015852867,0.00025333857,0.00031863307,0.0013120545,0.0001793817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012463954,0.00019417469,0.0016116966,0.000094637006,0.000036673704,0.000047950372,0.0067099906,0.01589709,0.96223265,0.0006871727,0.0016080616,0.010755245],"study_design_scores_gemma":[0.0029257713,0.0023972434,0.054844867,0.00073267875,0.00008333482,0.00009599489,0.0025266365,0.24997379,0.66705114,0.0030303576,0.014603105,0.0017351164],"about_ca_topic_score_codex":0.00040782796,"about_ca_topic_score_gemma":0.00010281513,"teacher_disagreement_score":0.29518157,"about_ca_system_score_codex":0.00008764663,"about_ca_system_score_gemma":0.000061539766,"threshold_uncertainty_score":0.9995909},"labels":[],"label_agreement":null}]}