{"meta":{"query_hash":"15f98d722282","filters":{"venue":"Zhongguo shamo"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/15f98d722282","api":"https://metacan.xera.ac/api/v1/cohort?venue=Zhongguo+shamo"},"results":[{"id":"W2359416017","doi":"","title":"Developing Model of Cities in Northwest Arid Region of China under the Control of Water Resources:A case study of Wuwei","year":2013,"lang":"en","type":"article","venue":"Zhongguo shamo","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","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":"Science North","funders":"","keywords":"Arid; China; Consumption (sociology); Structural basin; Environmental science; Water consumption; Water resources; Water resource management; Industrial water; Water conservation; Hydrology (agriculture); Geography; Geology; Ecology; Engineering","score_opus":0.041567280632324295,"score_gpt":0.20608874966367302,"score_spread":0.16452146903134873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2359416017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954055,0.00023752752,0.029220825,0.00089711096,0.000025456739,0.00004886088,0.0009135591,0.0001233897,0.014478203],"genre_scores_gemma":[0.9919035,0.00015738758,0.0030427375,0.000025566154,0.000008717157,0.000058050147,0.0003528515,0.00002256117,0.0044285804],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983716,0.00005573652,0.0000056448052,0.0000405691,0.000013839835,0.000047064837],"domain_scores_gemma":[0.9997037,0.00012312511,0.00004356013,0.000015190796,0.00006859195,0.000045695357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144233,0.0006492018,0.0006042617,0.0006334061,0.00087927986,0.0012467603,0.0013040408,0.0014573525,0.0036409132],"category_scores_gemma":[0.0007704209,0.00044574137,0.0011100946,0.0007569188,0.0007058652,0.0009338431,0.00088172214,0.00076080475,0.0001718317],"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":[0.000024654704,0.000031214386,0.003541531,0.000013820767,0.000017006467,0.0002864766,0.00004085,0.99074906,0.00022519048,0.004072578,0.00027065852,0.00072693423],"study_design_scores_gemma":[0.000016631524,0.000013154874,0.00071546715,0.0000025357201,0.000011023073,0.000015848433,0.000081918595,0.9976623,0.00007442076,0.0011015581,0.0003001755,0.0000049802243],"about_ca_topic_score_codex":0.1386446,"about_ca_topic_score_gemma":0.06912315,"teacher_disagreement_score":0.1386446,"about_ca_system_score_codex":0.0021987872,"about_ca_system_score_gemma":0.0020196184,"threshold_uncertainty_score":0.27567524},"labels":[],"label_agreement":null},{"id":"W2361851621","doi":"","title":"Dynamic of Service Value of Farmland Meta-ecosystem of Mountain,Oasis and Desert and Multiple Regression Analysis of the Influence Factors in the Hexi Corridor,Gansu,China","year":2013,"lang":"en","type":"article","venue":"Zhongguo shamo","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Ecosystem services; Ecosystem; Geography; Agriculture; Environmental science; Ecology","score_opus":0.012463095478940976,"score_gpt":0.21080438143875851,"score_spread":0.19834128595981754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361851621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99954385,0.000028255143,0.00008986499,0.00001579006,9.534355e-7,0.0000013792345,0.000101060665,0.0000037838001,0.00021511693],"genre_scores_gemma":[0.9996526,0.000014549969,0.00005431358,0.0000020034302,8.837142e-7,0.0000020680234,0.00013812158,9.447177e-7,0.00013458748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997595,0.00004020929,0.000017928372,0.000060806226,0.000050757222,0.000070890776],"domain_scores_gemma":[0.99947625,0.00010869405,0.00013788443,0.000032364544,0.0001318272,0.0001130582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042272924,0.00025227235,0.00017030656,0.000978599,0.00023916502,0.0006238561,0.00030793942,0.00015572408,0.00075865624],"category_scores_gemma":[0.0010448104,0.00012211042,0.0004877669,0.001128311,0.000232491,0.00042826906,0.00035276348,0.00017974962,0.00006732746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021273983,0.000008986418,0.9942285,0.0000098809405,0.00006826007,0.00012890821,0.0001388665,0.002011185,0.0004792404,0.00016885076,0.00013261745,0.002603402],"study_design_scores_gemma":[0.000001519879,0.000008772162,0.99230826,0.0000021751255,0.000012606905,0.00003703824,0.00020623609,0.0071922094,0.00005606198,0.000052044146,0.00011999396,0.0000031921245],"about_ca_topic_score_codex":0.0794177,"about_ca_topic_score_gemma":0.10370553,"teacher_disagreement_score":0.0794177,"about_ca_system_score_codex":0.001270936,"about_ca_system_score_gemma":0.000569994,"threshold_uncertainty_score":0.15791088},"labels":[],"label_agreement":null}]}