{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"8709b9358621","filters":{"venue":"Chengshi guihua huikan"}},"results":[{"id":"W2374768355","doi":"","title":"INTRODUCE AND DISCUSS ON A GUIDE TO GREEN INFRASTRUCTURE FOR CANADIAN MUNICIPALITIES","year":2005,"lang":"en","type":"article","venue":"Chengshi guihua huikan","topic":"Environmental Quality and Pollution","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Green infrastructure; Connotation; Critical infrastructure; Modernization theory; Sustainable development; Business; Urban infrastructure; Environmental planning; Environmental resource management; Geography; Ecology; Engineering; Urban planning; Civil engineering; Computer science; Economic growth; Economics; Computer security","authors":[{"name":"Shew Qingj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01002822494048907,"gpt":0.2540707242309184,"spread":0.2440424992904293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002707894,0.0001722304,0.0001404535,0.00005020179,0.0002677435,0.00003532543,0.0002281592,0.00009269762,0.001092902],"category_scores_gemma":[0.00008795398,0.0001533909,0.00004140076,0.00009367071,0.000151853,0.0001709253,0.0001155073,0.0001205408,0.0002766694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005420962,"about_ca_system_score_gemma":0.00001422102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05816479,"about_ca_topic_score_gemma":0.2611571,"domain_scores_codex":[0.9988555,0.00004078147,0.0001964532,0.0003559741,0.0001498891,0.0004014078],"domain_scores_gemma":[0.9992039,0.00005125882,0.00003723377,0.0003211369,0.00000277405,0.0003836697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002908189,0.0001892119,0.05054556,0.0001329468,0.000101111,0.0000066097,0.04943611,0.01142612,0.01441348,0.01497598,0.4500102,0.4084719],"study_design_scores_gemma":[0.0002905793,0.0001126508,0.0808512,0.00001524606,0.00001226077,0.000003790234,0.0006766345,0.0002202378,0.001862648,0.0006117243,0.9150978,0.000245202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572423,0.00004159836,0.0001068618,0.02296262,0.0001266991,0.0005826975,0.0002342335,0.0000402777,0.01866268],"genre_scores_gemma":[0.9785329,0.00001219452,0.003870134,0.008289937,0.0003542012,0.00005838928,0.00004384844,0.00002306116,0.008815373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4650877,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356487028","doi":"","title":"Thinking on Social-Ecological Relationships in Ecological Quarter","year":2003,"lang":"en","type":"article","venue":"Chengshi guihua huikan","topic":"Evaluation Methods in Various Fields","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ecology; Ecological psychology; Ecological study; Ecological systems theory; Meaning (existential); Geography; Sociology; Population; Psychology; Biology; Social psychology; Demography","authors":[{"name":"Shi Ya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1211277878340183,"gpt":0.346674035085327,"spread":0.2255462472513087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004170945,0.0001799676,0.0002142601,0.00006021559,0.0004121539,0.00004943901,0.0003405163,0.0004131898,0.01143414],"category_scores_gemma":[0.002544376,0.000157618,0.00008266589,0.0003660416,0.000167382,0.0001304681,0.00009552137,0.0008733714,0.001386386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826535,"about_ca_system_score_gemma":0.00002027067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001187558,"about_ca_topic_score_gemma":0.0001622476,"domain_scores_codex":[0.9968554,0.001391137,0.000388804,0.0004640219,0.0005009592,0.0003996467],"domain_scores_gemma":[0.9985437,0.0009881597,0.0001102754,0.0002603753,0.00001028643,0.00008724735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003547985,0.001125664,0.8480521,0.00001210583,0.00001750095,0.00005175705,0.007547148,0.002681885,0.001241227,0.1026381,0.03159784,0.004999277],"study_design_scores_gemma":[0.0004631257,0.0001128952,0.9162424,0.000007469271,0.000009185282,0.000005530706,0.000410309,0.0002630338,0.0002315842,0.07164807,0.0103605,0.0002459495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6954145,0.000008412422,0.001079698,0.002183509,0.0002515562,0.0003188759,0.00000135424,0.00009866466,0.3006434],"genre_scores_gemma":[0.9698955,0.000003315338,0.02769172,0.001710493,0.00005473701,0.00006088238,0.000004894539,0.00001385582,0.0005645879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3000788,"threshold_uncertainty_score":0.9993911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2371213857","doi":"","title":"Study on Support Technique in Ecological Residential Quarter:A Case of Yinhe Experimental Ecological Residential Quarter","year":2004,"lang":"en","type":"article","venue":"Chengshi guihua huikan","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ecology; Geography","authors":[{"name":"Qing Shen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01958297354456724,"gpt":0.2788262995011488,"spread":0.2592433259565816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004521738,0.000319015,0.0004172038,0.0002738968,0.00009393931,0.00003777992,0.0002702651,0.0002347009,0.0003365915],"category_scores_gemma":[0.00005254568,0.0002909739,0.0001465794,0.0002409825,0.00009048983,0.0001145585,0.00007853904,0.0004789472,0.00006776842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781429,"about_ca_system_score_gemma":0.00007325652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008161821,"about_ca_topic_score_gemma":0.0003589911,"domain_scores_codex":[0.9979516,0.0001565668,0.000650995,0.0004334589,0.0003935516,0.0004138012],"domain_scores_gemma":[0.9992881,0.0001498105,0.0000745924,0.0003134948,0.00004983267,0.0001241644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003453717,0.03696506,0.0190846,0.0006529882,0.001457052,0.150057,0.1222712,0.3436522,0.2607162,0.01251104,0.04529583,0.003883166],"study_design_scores_gemma":[0.01803853,0.02643921,0.4867482,0.0003140415,0.0002415949,0.005687117,0.02708656,0.001259359,0.4057639,0.02438957,0.0005305865,0.003501271],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931866,0.00002747578,0.002566536,0.0001054131,0.0002509895,0.0009596724,0.00001182059,0.0002264698,0.002665033],"genre_scores_gemma":[0.9983644,0.000001336356,0.001023418,0.00007259699,0.0001911034,0.0002815758,0.0000159474,0.000034626,0.00001494892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4676636,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2381880595","doi":"","title":"The Creation and Application of Urban Design System in Wuhan City","year":2010,"lang":"en","type":"article","venue":"Chengshi guihua huikan","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Urban planning; Quarter (Canadian coin); Urban design; Environmental planning; Land-use planning; City block; China; Environmental design and planning; Site plan; Statutory law; Business system planning; Spatial planning; Urban morphology; Regional planning; Geography; Architectural engineering; Civil engineering; Business; Engineering; Political science; Land use; Process management","authors":[{"name":"Cheng Gang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01245714317674185,"gpt":0.2078320768987373,"spread":0.1953749337219954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005813871,0.00006593505,0.00009213917,0.00003559643,0.0001254601,0.00003874419,0.000097782,0.00006398289,0.000008494711],"category_scores_gemma":[0.00006486413,0.00004213776,0.00001599815,0.0001139246,0.00007825925,0.0000561797,0.000004142706,0.0001254505,0.000008101387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002550832,"about_ca_system_score_gemma":0.0000177593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264383,"about_ca_topic_score_gemma":0.004127917,"domain_scores_codex":[0.9994257,0.00005841454,0.0001566499,0.0001323067,0.0001033204,0.0001236254],"domain_scores_gemma":[0.9994479,0.0002142794,0.00007442663,0.0001853787,0.00002781677,0.00005015842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006174274,0.00001160179,0.7083274,0.00005984322,0.000008795358,0.000001714259,0.001011762,0.0001857454,0.001519058,0.0005232259,0.0003171879,0.287972],"study_design_scores_gemma":[0.0002043157,0.00003925838,0.9205418,0.00002670749,0.000008445477,0.000009230625,0.000276585,0.07169158,0.001399235,0.0002068622,0.005509395,0.00008657938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916018,0.0001929284,0.0008668784,0.0001039773,0.000150102,0.0001912138,0.000004434302,0.00002835642,0.006860362],"genre_scores_gemma":[0.999198,0.00002022947,0.0006078722,0.00001187356,0.00008200671,4.214073e-7,0.00001514624,0.000001983489,0.00006251865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2878854,"threshold_uncertainty_score":0.3423085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2349989597","doi":"","title":"The Originality of Jincheng-Jiangnancun Residential Quarter Planning","year":2002,"lang":"en","type":"article","venue":"Chengshi guihua huikan","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Originality; Geography; Natural (archaeology); Object (grammar); Architectural engineering; Environmental resource management; Archaeology; Computer science; Engineering; Environmental science; Political science; Artificial intelligence","authors":[{"name":"Sun Yunsheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02067808645773504,"gpt":0.2070040622853727,"spread":0.1863259758276377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002483252,0.0001810393,0.0002479391,0.00007124063,0.0001572573,0.00006363559,0.0003402191,0.00009265271,0.0004765271],"category_scores_gemma":[0.00005113416,0.0001393119,0.0001621012,0.0002792169,0.00008748071,0.0001161575,0.00002548934,0.0002212219,0.0000884556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004939088,"about_ca_system_score_gemma":0.000006712043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008292397,"about_ca_topic_score_gemma":0.00005732858,"domain_scores_codex":[0.9987895,0.00005191816,0.0003816385,0.0001758964,0.0002722061,0.000328793],"domain_scores_gemma":[0.9992223,0.0001253417,0.00006896346,0.0004358262,0.00005757408,0.00008994874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000133393,0.0003340014,0.0501028,0.0008670148,0.002515004,0.000187311,0.02187263,0.01417579,0.03478854,0.005047772,0.8157275,0.05424824],"study_design_scores_gemma":[0.003070661,0.0003779402,0.0612745,0.000550946,0.0009345234,0.00003689467,0.0020088,0.3412921,0.09475192,0.003746278,0.4893644,0.002590977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8885031,0.01125863,0.0143436,0.001326452,0.001722708,0.0005311216,0.00005666163,0.001010924,0.08124685],"genre_scores_gemma":[0.9981276,0.00008633526,0.0001761277,0.00002668438,0.0002798942,0.0000132034,0.000006392926,0.00002699669,0.00125678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3271163,"threshold_uncertainty_score":0.5680972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2365053154","doi":"","title":"A Review of Residential Quarter Theory in the\"Planning and Design Standard of Urban Residential Area(2002)\"","year":2011,"lang":"en","type":"review","venue":"Chengshi guihua huikan","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Residential area; China; Urban planning; Urban design; Environmental planning; Architectural engineering; Regional science; Transport engineering; Engineering; Civil engineering; Geography","authors":[{"name":"LI Fe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05595869441517941,"gpt":0.2779862661816677,"spread":0.2220275717664883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002465162,0.0005620246,0.002593285,0.0004745019,0.00004659161,0.00003926304,0.0007312334,0.0003275711,0.0004446743],"category_scores_gemma":[0.0002415597,0.0004104666,0.0005829211,0.0006721731,0.0001576141,0.0001288485,0.00006984289,0.0005751321,0.00001027889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006818061,"about_ca_system_score_gemma":0.0001286791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000653282,"about_ca_topic_score_gemma":0.00003056426,"domain_scores_codex":[0.9963965,0.0008972161,0.001541231,0.000397716,0.0003878345,0.0003794989],"domain_scores_gemma":[0.9980056,0.0005275219,0.000499911,0.0007721259,0.0001050515,0.00008979824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001965201,0.0001186832,0.00007160621,0.4382018,0.002211198,0.0001465115,0.006860969,0.00003482978,0.00001955209,0.001298855,0.2278342,0.3230053],"study_design_scores_gemma":[0.0005860507,0.0003403768,0.00005162424,0.2626896,0.005893925,0.0000529249,0.0002074354,0.00008617109,0.00007204369,0.0009155092,0.7279757,0.001128733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005554083,0.992304,0.004842,0.000007744033,0.0001195694,0.000849984,0.00005894629,0.00004777509,0.001764395],"genre_scores_gemma":[0.0004614354,0.9986199,0.0004036964,0.0000321675,0.0001542079,0.00009408704,0.00004275431,0.00007915316,0.0001125605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5001415,"threshold_uncertainty_score":0.9998347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2390244442","doi":"","title":"On Improving the Urban Space Features of Shanghai","year":2001,"lang":"en","type":"article","venue":"Chengshi guihua huikan","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Connotation; Space (punctuation); Quarter (Canadian coin); Architectural engineering; Architecture; Correlative; Public space; Feature (linguistics); Center (category theory); Mechanism (biology); Urban space; Urban planning; Regional science; Environmental planning; Political science; Civil engineering; Engineering; Computer science; Geography; Epistemology","authors":[{"name":"Shaoliang Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01278585812928047,"gpt":0.203311683502553,"spread":0.1905258253732725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002616092,0.000133741,0.0001472507,0.00005267013,0.0001731183,0.00005565998,0.0002512109,0.00007091381,0.0004090375],"category_scores_gemma":[0.0001399031,0.00007609731,0.00007854537,0.0001965069,0.00008210885,0.00006481894,0.00001001094,0.000208779,0.00008524108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003482523,"about_ca_system_score_gemma":0.00002567244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002569304,"about_ca_topic_score_gemma":0.001273123,"domain_scores_codex":[0.999085,0.00005992133,0.0001407386,0.0002071832,0.0002346564,0.0002724638],"domain_scores_gemma":[0.9992169,0.0002323737,0.00008744041,0.0003463614,0.00003124384,0.00008565037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003172191,0.00006844656,0.1367984,0.00007489698,0.00007986537,0.00008318847,0.004171006,0.001424276,0.0009282711,0.0009542333,0.06061134,0.7944888],"study_design_scores_gemma":[0.000503328,0.0003354912,0.9334882,0.00009100341,0.00003849777,0.00006195212,0.0006240405,0.003611547,0.002386694,0.0009278447,0.0576088,0.0003226253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079324,0.0006322124,0.00002007268,0.001058247,0.0003703156,0.0001106177,0.00001589422,0.00005390474,0.08980636],"genre_scores_gemma":[0.9963738,0.00004960626,0.0001593631,0.0004538019,0.0002922924,9.3254e-8,0.00002788604,0.000005160009,0.00263794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7966897,"threshold_uncertainty_score":0.4478674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}