{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"c2ea691a09ab","filters":{"venue":"Yingyong jichu yu gongcheng kexue xuebao"}},"results":[{"id":"W2354884994","doi":"","title":"Evaluation of Urban Vegetation Mapping Using High Spatial Resolution Image:Pixel Versus Object Classification Comparison","year":2011,"lang":"en","type":"article","venue":"Yingyong jichu yu gongcheng kexue xuebao","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Cohen's kappa; Pixel; Orthophoto; Artificial intelligence; Pattern recognition (psychology); Contextual image classification; Image resolution; Vegetation classification; Remote sensing; Vegetation (pathology); Lidar; Object based; Kappa; Computer science; Object (grammar); Mathematics; Geography; Image (mathematics); Machine learning","authors":[{"name":"Steve Johansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1647258246128425,"gpt":0.2925979132659798,"spread":0.1278720886531373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004941056,0.0004363382,0.0005955714,0.002351514,0.0002870103,0.0008340529,0.0003445384,0.0004950204,0.001081943],"category_scores_gemma":[0.006812525,0.0001283197,0.0004610175,0.001431982,0.0002974478,0.0009098289,0.0004710861,0.0001935882,0.0002591115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339951,"about_ca_system_score_gemma":0.0002568286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554268,"about_ca_topic_score_gemma":0.003854338,"domain_scores_codex":[0.9977635,0.0008950211,0.0001478759,0.0002603024,0.0008214375,0.0001119407],"domain_scores_gemma":[0.9948014,0.002691664,0.0002955366,0.0002932529,0.00179118,0.0001270462],"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":[0.004841374,0.0005233219,0.2409363,0.0009199342,0.001097383,0.0005645189,0.001201541,0.08476543,0.1384958,0.001584416,0.001514685,0.5235553],"study_design_scores_gemma":[0.0001417982,0.001384059,0.4632704,0.00004566773,0.0004938992,0.0005511967,0.001095729,0.4479676,0.08196265,0.001107499,0.001884973,0.00009457007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483123,0.0002831599,0.04741044,0.00006271123,0.00002192732,0.0001070287,0.0003000887,0.0004676016,0.003034692],"genre_scores_gemma":[0.9586032,0.0001222147,0.04022003,0.00002264398,0.00001289279,0.00005707128,0.0003722715,0.00003526167,0.0005543777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004941056,"threshold_uncertainty_score":0.02613115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2371132212","doi":"","title":"Building Extraction Using High Resolution Multi-spectral Image and LiDAR Data","year":2011,"lang":"en","type":"article","venue":"Yingyong jichu yu gongcheng kexue xuebao","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Lidar; Computer science; Computer vision; Remote sensing; Artificial intelligence; Segmentation; Object (grammar); Regularization (linguistics); Image resolution; Image segmentation; Image (mathematics); Geography","authors":[{"name":"Jinfei Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1002361172940584,"gpt":0.2835031071279863,"spread":0.1832669898339279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003491872,0.0005897791,0.0004948515,0.002464341,0.0003172241,0.0006582826,0.0003345458,0.0003915911,0.001096011],"category_scores_gemma":[0.0004377075,0.0003544947,0.0008068963,0.001470571,0.0002299075,0.0008231873,0.0003924783,0.0003406498,0.0007556814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199661,"about_ca_system_score_gemma":0.00051214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753491,"about_ca_topic_score_gemma":0.003774737,"domain_scores_codex":[0.9997545,0.00003311082,0.00001266921,0.0000511101,0.0001098271,0.00003879858],"domain_scores_gemma":[0.9998661,0.00002474035,0.00001565171,0.0000265412,0.00005653484,0.00001040945],"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":[0.0002038921,0.0001591372,0.008375868,0.000360287,0.000119585,0.000324502,0.0002468813,0.03389625,0.4247997,0.003134465,0.0008473829,0.527532],"study_design_scores_gemma":[0.00006041137,0.0002032878,0.07675423,0.00005666519,0.0002599841,0.0006728815,0.0004837228,0.4619021,0.4420905,0.004487935,0.01286322,0.0001650859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1923992,0.0002323693,0.8014657,0.00006769102,0.00003829189,0.0001543531,0.0004605966,0.001327639,0.003854148],"genre_scores_gemma":[0.4642984,0.0002112303,0.5327949,0.00003132581,0.00001245449,0.00008081664,0.0007666748,0.0001040356,0.001700227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002753491,"threshold_uncertainty_score":0.005474925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2353600634","doi":"","title":"Mercury Removal Experiments for a Full-scale Coal-fired Plant with Activated Carbon Injection","year":2010,"lang":"en","type":"article","venue":"Yingyong jichu yu gongcheng kexue xuebao","topic":"Mercury impact and mitigation studies","field":"Environmental Science","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":"Electrostatic precipitator; Flue gas; Mercury (programming language); Coal; Fly ash; Waste management; Boiler (water heating); Scrubber; Coal combustion products; Bottom ash; Activated carbon; Flue-gas desulfurization; Air preheater; Combustion; Environmental science; Environmental engineering; Chemistry; Engineering; Adsorption","authors":[{"name":"Linbo Yan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01695712369537048,"gpt":0.2545207963005223,"spread":0.2375636726051518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002280533,0.0005314904,0.0005994039,0.000353701,0.0006818485,0.0003024286,0.0005563046,0.0005731193,0.001026135],"category_scores_gemma":[0.000184841,0.0002280183,0.0007207607,0.0004900892,0.0002088253,0.0002228177,0.0003093044,0.0006160358,0.0002664039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005141067,"about_ca_system_score_gemma":0.0004099921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164807,"about_ca_topic_score_gemma":0.01244943,"domain_scores_codex":[0.9996828,0.000025712,0.00002317445,0.00009005423,0.0001225706,0.00005573557],"domain_scores_gemma":[0.9998128,0.00004184766,0.00002847705,0.00002186566,0.00006901514,0.00002605626],"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":[0.000228415,0.0002942062,0.001119897,0.00008197127,0.000018104,0.00005448266,0.00007666678,0.0008658714,0.9953957,0.0000192548,0.00005117518,0.001794126],"study_design_scores_gemma":[0.00003905292,0.00165329,0.006707052,0.000003773557,0.000050484,0.00003742808,0.00006804556,0.003986652,0.9869792,0.00001979372,0.0004411725,0.00001405634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982777,0.00007752093,0.0008980543,0.00002502336,0.000009258008,0.00005241998,0.0001629414,0.00007137778,0.0004257151],"genre_scores_gemma":[0.993739,0.0001695798,0.004058665,0.00003795898,0.000005109301,0.00006051902,0.0002752224,0.00002288773,0.001631147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164807,"threshold_uncertainty_score":0.02316052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2392107119","doi":"","title":"Mercury Emission Experimental Comparisons for a Full-scale Coal-fired Power Plant","year":2009,"lang":"en","type":"article","venue":"Yingyong jichu yu gongcheng kexue xuebao","topic":"Mercury impact and mitigation studies","field":"Environmental Science","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":"Mercury (programming language); Flue gas; Electrostatic precipitator; Air preheater; Environmental science; Coal; Combustion; Environmental engineering; Particulates; Coal combustion products; Environmental chemistry; Air pollution; Waste management; Chemistry; Engineering","authors":[{"name":"Mingyang Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0250902039449795,"gpt":0.2845199011960997,"spread":0.2594296972511201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003832912,0.0003904105,0.0003211459,0.000319136,0.0007879899,0.0001918058,0.0005910131,0.0005198029,0.002857863],"category_scores_gemma":[0.0004612076,0.0001961662,0.0004400675,0.0004744593,0.0002715057,0.0003896668,0.0003675335,0.0003333147,0.0003273842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004829844,"about_ca_system_score_gemma":0.0002624299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00527878,"about_ca_topic_score_gemma":0.01375641,"domain_scores_codex":[0.9996033,0.00006263343,0.00002660294,0.0001148916,0.0001494327,0.00004312717],"domain_scores_gemma":[0.9995388,0.0001425125,0.00003143904,0.00006834572,0.0001861149,0.00003283729],"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":[0.003001269,0.003172066,0.03730794,0.0006083626,0.0001232087,0.0005868912,0.0008672776,0.01628769,0.8904734,0.0002340227,0.0008253335,0.04651257],"study_design_scores_gemma":[0.0002371291,0.008950692,0.1899199,0.00001891695,0.0001659489,0.0003351102,0.001155311,0.03328811,0.7617211,0.0004206259,0.003716434,0.00007066879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957741,0.00003785559,0.002451531,0.00001642273,0.000008682208,0.00005667637,0.0003970697,0.00008827883,0.001169485],"genre_scores_gemma":[0.9944558,0.00005787727,0.003705573,0.00001846958,0.00000355783,0.00008853378,0.0004371807,0.00001523576,0.001217791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00527878,"threshold_uncertainty_score":0.01049608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2373548866","doi":"","title":"A Kind of Nonlinear Robust Controller Based on Exact Feedback Linearization","year":2005,"lang":"en","type":"article","venue":"Yingyong jichu yu gongcheng kexue xuebao","topic":"Advanced Algorithms and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Control theory (sociology); Autopilot; Robustness (evolution); Feedback linearization; Nonlinear system; Linearization; MATLAB; Linear-quadratic regulator; Control engineering; Computer science; Controller (irrigation); Robust control; Engineering; Mathematics; Optimal control; Mathematical optimization; Control (management)","authors":[{"name":"Yansheng Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01039312676199219,"gpt":0.2169827321637623,"spread":0.2065896054017702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005465705,0.0006733866,0.0006785988,0.0004035098,0.0004125928,0.0005879491,0.0007904081,0.000591954,0.001562792],"category_scores_gemma":[0.0007758504,0.0002656441,0.000508485,0.000320159,0.0004536761,0.0008288429,0.0005974196,0.0006065842,0.0004453918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786828,"about_ca_system_score_gemma":0.000599625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717588,"about_ca_topic_score_gemma":0.001064752,"domain_scores_codex":[0.9995179,0.00005380662,0.00003856521,0.0001327627,0.0002184749,0.000038355],"domain_scores_gemma":[0.999724,0.00005267913,0.00003921476,0.00004659116,0.0001268753,0.0000106134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002906305,0.0001124161,0.0008704678,0.001031443,0.0002066173,0.0005168814,0.0003626069,0.4055566,0.1633157,0.03614364,0.004403555,0.3871895],"study_design_scores_gemma":[0.00008398067,0.0004487792,0.0006145221,0.00002939369,0.00006429081,0.0004742273,0.00003018473,0.9496296,0.03307407,0.004396365,0.0110855,0.00006912952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00574513,0.0002037184,0.9890682,0.00005281543,0.00009707798,0.00008422803,0.00003020534,0.001331681,0.00338692],"genre_scores_gemma":[0.7385591,0.0005360077,0.2524358,0.0002378797,0.0001177334,0.0004578439,0.0002433595,0.00009274141,0.00731951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001717588,"threshold_uncertainty_score":0.005228102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2374627301","doi":"","title":"Study on Modeling Sheet Tensile Strength Based on Papermaking Process Parameters","year":2010,"lang":"en","type":"article","venue":"Yingyong jichu yu gongcheng kexue xuebao","topic":"Material Properties and Processing","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":"Ultimate tensile strength; Papermaking; Materials science; Composite material; Softwood; Fiber; Cellulose fiber; Structural engineering; Engineering","authors":[{"name":"Huanbin Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02507277249468529,"gpt":0.2462123834296046,"spread":0.2211396109349194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005646142,0.0008104611,0.0003744397,0.0004078427,0.0001466867,0.0006387761,0.0005600228,0.0006974905,0.0007997097],"category_scores_gemma":[0.0016851,0.0003602703,0.0007088035,0.0003818381,0.0002122534,0.001007674,0.0001829965,0.0004559798,0.0003120221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844686,"about_ca_system_score_gemma":0.0003385917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287554,"about_ca_topic_score_gemma":0.00139826,"domain_scores_codex":[0.9996932,0.00006403187,0.00001535493,0.00008053822,0.0001250066,0.00002193539],"domain_scores_gemma":[0.9992372,0.0004647305,0.00009498971,0.00007524101,0.0001150636,0.00001287445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001185714,0.0001148218,0.008235206,0.0001905377,0.00007027327,0.000280352,0.000107668,0.7962961,0.1514568,0.001226354,0.0001810488,0.04172219],"study_design_scores_gemma":[0.000002517959,0.00007596702,0.002186114,0.000005763374,0.00002150037,0.00004694372,0.00001257001,0.9698659,0.02716264,0.0002500228,0.0003574984,0.00001250544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4802039,0.0006875215,0.5119585,0.00007509106,0.00002500991,0.0001153507,0.0002391857,0.0007811352,0.005914427],"genre_scores_gemma":[0.9806001,0.0003585111,0.01715352,0.0000133081,0.000006645897,0.00006320515,0.0001019221,0.00004830989,0.001654462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002287554,"threshold_uncertainty_score":0.00454849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}