{"meta":{"query_hash":"6445df6dde0b","filters":{"venue":"Sci-Tech Information Development & Economy"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/6445df6dde0b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Sci-Tech+Information+Development+%26+Economy"},"results":[{"id":"W2348187050","doi":"","title":"Rationality and Transcendence of the Planning of Residential Quarter——Planning & Designing of Personage Garden Residence Community in Hejin City","year":2009,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Urban and spatial planning","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":"Residence; Quarter (Canadian coin); Rationality; Transcendence (philosophy); Theme (computing); Sociology; Plan (archaeology); Geography; Demography; Epistemology; Archaeology; Computer science; Philosophy","score_opus":0.02587654361811935,"score_gpt":0.23664641018144827,"score_spread":0.2107698665633289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348187050","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":[0.6077406,0.0006939135,0.029741809,0.002598628,0.00003993181,0.00008575656,0.000030844258,0.000042733383,0.35902584],"genre_scores_gemma":[0.9936545,0.00007652574,0.0020266613,0.000019098241,0.0000022503752,0.000011096094,0.000004282942,0.000003846934,0.004201781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990839,0.00047251806,0.0000266187,0.00011169248,0.000119145516,0.0001862862],"domain_scores_gemma":[0.99977916,0.00006036271,0.000024060457,0.00003257156,0.000037049653,0.000066786626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010295067,0.00016250242,0.00019727962,0.0005451137,0.004629127,0.0029320158,0.0007245613,0.00038243952,0.0023380327],"category_scores_gemma":[0.00074044353,0.00021027989,0.00022783423,0.00048443835,0.011271573,0.0016073801,0.0023503343,0.0006410779,0.0001036851],"study_design_candidate":"not_applicable","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":[0.000044182787,0.000029877328,0.004751083,0.00005301707,0.000012005197,0.0006238573,0.05783037,0.0031439345,0.0013347273,0.9046324,0.0013448588,0.026199784],"study_design_scores_gemma":[0.00006167486,0.000177375,0.035405174,0.00024004832,0.000068449925,0.00081354193,0.19258334,0.01164104,0.00312112,0.5774654,0.17831513,0.00010762617],"about_ca_topic_score_codex":0.032357164,"about_ca_topic_score_gemma":0.07286501,"teacher_disagreement_score":0.032357164,"about_ca_system_score_codex":0.004071955,"about_ca_system_score_gemma":0.005116622,"threshold_uncertainty_score":0.06433761},"labels":[],"label_agreement":null},{"id":"W2348896565","doi":"","title":"Talking about the Design of the Underground Parking Lot in the Residential Quarter","year":2007,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Civil and Geotechnical Engineering Research","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); Parking lot; Engineering; Architectural engineering; Transport engineering; Civil engineering; Geography; Archaeology","score_opus":0.014538274508185227,"score_gpt":0.22172138765506424,"score_spread":0.207183113146879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348896565","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13562894,0.0021735393,0.58426154,0.01874031,0.0024062044,0.00010831363,0.00026549865,0.000718041,0.2556976],"genre_scores_gemma":[0.86063707,0.0011156786,0.09324813,0.0016099352,0.00038081803,0.000057581517,0.000085031985,0.00016077817,0.042704966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997191,0.00013968413,0.000010784141,0.000033430806,0.000053151107,0.00004387738],"domain_scores_gemma":[0.9998103,0.000058563634,0.000019438512,0.000021396645,0.000055456185,0.000034969074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047566066,0.0003652432,0.00025198027,0.00035170154,0.001643695,0.0015912828,0.00077589584,0.001527634,0.006884824],"category_scores_gemma":[0.00071977713,0.00030962654,0.00044502452,0.00023470173,0.0018177112,0.0020019866,0.0007860478,0.0009806653,0.0009357365],"study_design_candidate":"not_applicable","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":[0.00018464225,0.00004388617,0.003130031,0.0005107041,0.000022060114,0.0017706675,0.0038373156,0.055189934,0.010919987,0.8608195,0.023986649,0.0395846],"study_design_scores_gemma":[0.000041845207,0.00048656767,0.004521492,0.00021544329,0.00007188408,0.0043999064,0.0131316185,0.053046964,0.0119658485,0.26578316,0.64619386,0.00014141775],"about_ca_topic_score_codex":0.0016844438,"about_ca_topic_score_gemma":0.0038498864,"teacher_disagreement_score":0.006884824,"about_ca_system_score_codex":0.00084826787,"about_ca_system_score_gemma":0.0005713666,"threshold_uncertainty_score":0.02303201},"labels":[],"label_agreement":null},{"id":"W2351475691","doi":"","title":"Probe into the Problems Existing in Current Intellectualized Construction of Residential Quarter and the Countermeasures","year":2008,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"BIM and Construction Integration","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); Current (fluid); Engineering; Architectural engineering; Risk analysis (engineering); Electrical engineering; Business; Geography","score_opus":0.014862588401724146,"score_gpt":0.20398595965566038,"score_spread":0.18912337125393625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351475691","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29082352,0.006924322,0.26341522,0.040243827,0.0010006079,0.00026164472,0.0001664875,0.001441082,0.39572322],"genre_scores_gemma":[0.941884,0.00215082,0.035581205,0.0009302454,0.00015297266,0.00007503346,0.00009219412,0.000094514646,0.019039137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625266,0.00095256063,0.00018756207,0.0003180695,0.0019564854,0.00033262616],"domain_scores_gemma":[0.9966672,0.0006486299,0.0005384782,0.0008041204,0.0011151092,0.00022650215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025873873,0.0003878858,0.00027102022,0.0018729683,0.0023458784,0.004833833,0.001329572,0.0011459286,0.006188924],"category_scores_gemma":[0.0047784727,0.00025307093,0.00028973015,0.0015426978,0.005804133,0.007218066,0.003300293,0.0018332134,0.00072325673],"study_design_candidate":"not_applicable","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":[0.00008598782,0.000076868666,0.012062938,0.00037445885,0.000024055616,0.0005153864,0.0056606964,0.005671679,0.0029862963,0.7771369,0.008752575,0.18665217],"study_design_scores_gemma":[0.000047581234,0.0003149972,0.022440381,0.00073989865,0.00007711906,0.002787753,0.025546735,0.0257208,0.014903151,0.44828802,0.45895445,0.000179173],"about_ca_topic_score_codex":0.002802832,"about_ca_topic_score_gemma":0.0036126648,"teacher_disagreement_score":0.006188924,"about_ca_system_score_codex":0.0036312893,"about_ca_system_score_gemma":0.0035248818,"threshold_uncertainty_score":0.026346982},"labels":[],"label_agreement":null},{"id":"W2357962426","doi":"","title":"The Planning and Design of Taizhong New Town's Modern Residential Quarter","year":2011,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","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); Town planning; Urban planning; Architectural engineering; Engineering; Geography; Civil engineering; Archaeology","score_opus":0.05397668645864204,"score_gpt":0.19850798494915828,"score_spread":0.14453129849051624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357962426","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":[0.6381494,0.00051227584,0.18150274,0.0009862654,0.00013593794,0.0005765734,0.00090914895,0.00089664204,0.17633095],"genre_scores_gemma":[0.9113414,0.00031318233,0.049461853,0.000026429889,0.000011897919,0.00017349955,0.0003221023,0.000109568486,0.038239934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.999703,0.00010464074,0.000013126084,0.00003690011,0.00007628153,0.00006611325],"domain_scores_gemma":[0.99984455,0.000010530707,0.000015272079,0.000022734246,0.000036893547,0.00007000638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044575156,0.00022408922,0.00016695035,0.0005060107,0.0011846083,0.0014052852,0.0004966957,0.0002720882,0.007002784],"category_scores_gemma":[0.0003626103,0.0003002128,0.00023132552,0.00085908925,0.00063618604,0.0005028975,0.0008755127,0.00032276713,0.0006350375],"study_design_candidate":"not_applicable","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":[0.0005524483,0.00032565868,0.044162594,0.00045793375,0.000035992958,0.0024018714,0.0062215882,0.37149423,0.033590265,0.19506943,0.0266076,0.31908038],"study_design_scores_gemma":[0.00015762469,0.0010258424,0.10589501,0.00015757538,0.000065097745,0.0014265331,0.021348953,0.27718168,0.017236717,0.048347726,0.52697664,0.00018062326],"about_ca_topic_score_codex":0.011559108,"about_ca_topic_score_gemma":0.03585648,"teacher_disagreement_score":0.011559108,"about_ca_system_score_codex":0.0018086401,"about_ca_system_score_gemma":0.0032201065,"threshold_uncertainty_score":0.023426592},"labels":[],"label_agreement":null},{"id":"W2363301347","doi":"","title":"The Effective Methods for the Quick and Free Acquisition of Full-text Foreign Patents","year":2006,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","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":"Agency (philosophy); Patent application; Text messaging; Computer science; World Wide Web; Business; Political science; Law; Sociology","score_opus":0.0362012116460947,"score_gpt":0.23489406928859324,"score_spread":0.19869285764249855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363301347","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008091365,0.0018032208,0.93100107,0.002480415,0.0007764925,0.0033194262,0.0017200545,0.008628217,0.04217981],"genre_scores_gemma":[0.03893899,0.0019035278,0.9312654,0.00042626122,0.0005676991,0.0036156215,0.0014129463,0.0011189866,0.020750673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9611268,0.01272861,0.0027544438,0.0027798805,0.019685127,0.00092513365],"domain_scores_gemma":[0.90874994,0.046572182,0.0069952575,0.023284364,0.013398929,0.0009992211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024070246,0.0015642392,0.0012400097,0.016074516,0.00254642,0.0062116976,0.002571697,0.0024225612,0.050741863],"category_scores_gemma":[0.09748927,0.001766221,0.0013694239,0.0069585848,0.0026400187,0.010658593,0.0055501116,0.0037152395,0.026548339],"study_design_candidate":"not_applicable","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":[0.00016943927,0.00041591364,0.0023108188,0.0005842927,0.00006829897,0.000284856,0.00078681356,0.00085305,0.00880713,0.06009121,0.06182975,0.8637985],"study_design_scores_gemma":[0.0007565518,0.00069936825,0.017448418,0.0011482021,0.00030472703,0.005979307,0.001850052,0.017968405,0.10596365,0.14808282,0.69874066,0.0010579267],"about_ca_topic_score_codex":0.0014096603,"about_ca_topic_score_gemma":0.0024227903,"teacher_disagreement_score":0.050741863,"about_ca_system_score_codex":0.0012456367,"about_ca_system_score_gemma":0.003196051,"threshold_uncertainty_score":0.16974843},"labels":[],"label_agreement":null},{"id":"W2370508310","doi":"","title":"Research on Building's Energy Conservation Based on a Certain Project","year":2006,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Architecture and Computational Design","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":"Amenity; Energy conservation; Quarter (Canadian coin); Energy consumption; Architectural engineering; Expanded polystyrene; Consumption (sociology); Window (computing); Engineering; Business; Computer science; Geography; Sociology; Materials science","score_opus":0.024243944852027938,"score_gpt":0.2562468909821822,"score_spread":0.23200294613015424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370508310","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":[0.5894404,0.002774787,0.17806497,0.002034147,0.000127959,0.00009926142,0.00012229513,0.00021939831,0.22711684],"genre_scores_gemma":[0.9708783,0.0026229,0.014533717,0.000072351424,0.000023711344,0.00004069387,0.00008679985,0.000029720786,0.011711763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998004,0.000047798636,0.0000077977875,0.000040719005,0.000077142824,0.00002626919],"domain_scores_gemma":[0.99970394,0.00009698687,0.00003810047,0.000045110482,0.00009340141,0.000022306362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029594442,0.00023096564,0.00017991939,0.00072503684,0.00057145127,0.00090179424,0.00044299333,0.00027666704,0.0033659567],"category_scores_gemma":[0.0008025878,0.00013788085,0.00026138313,0.0012537815,0.0005943437,0.001812563,0.0003420178,0.0003229749,0.00019945395],"study_design_candidate":"not_applicable","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":[0.00011648774,0.000354848,0.028327525,0.000618468,0.000084815445,0.00032554593,0.0019234772,0.043085787,0.014283267,0.5776668,0.004233955,0.328979],"study_design_scores_gemma":[0.000059504193,0.00054358516,0.08698122,0.00043071865,0.00035770715,0.0010246659,0.0073490036,0.37073007,0.03781089,0.24245,0.25216272,0.00009989398],"about_ca_topic_score_codex":0.0041090064,"about_ca_topic_score_gemma":0.0056379,"teacher_disagreement_score":0.0041090064,"about_ca_system_score_codex":0.0008220381,"about_ca_system_score_gemma":0.0007427347,"threshold_uncertainty_score":0.011260271},"labels":[],"label_agreement":null},{"id":"W2376102769","doi":"","title":"The Design of Residential Quarter's Wireless Parking Barrier by Using ETC Technology","year":2011,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Smart Parking Systems Research","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":"Wireless; Quarter (Canadian coin); Computer science; Parking lot; Controller (irrigation); Parking guidance and information; Transport engineering; Telecommunications; Real-time computing; Engineering; Civil engineering; Geography","score_opus":0.025290220993363356,"score_gpt":0.21983173311048856,"score_spread":0.1945415121171252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376102769","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23815085,0.00052840944,0.73755634,0.00035914592,0.00023424403,0.00019558836,0.00011846278,0.0021677,0.020689256],"genre_scores_gemma":[0.92477906,0.00022773487,0.067790784,0.000102914586,0.000036414895,0.00008880205,0.000069877904,0.000048641137,0.0068557984],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998073,0.000035580746,0.000013192727,0.000045086457,0.000066883986,0.000031985663],"domain_scores_gemma":[0.9998493,0.00001332015,0.000025744159,0.000017991439,0.00007682789,0.000016731256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013187324,0.00022941329,0.00019159546,0.00021856942,0.0002427991,0.00042053152,0.0006161401,0.00034840094,0.0013232864],"category_scores_gemma":[0.0001864123,0.00019489878,0.0002555772,0.00014066751,0.00012557821,0.0004779438,0.00023760696,0.00018364408,0.00043985154],"study_design_candidate":"simulation_or_modeling","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":[0.00045091956,0.00012028237,0.004734964,0.0005167401,0.00010982469,0.0009769558,0.00047595202,0.022412391,0.77714163,0.021939332,0.0060828677,0.16503823],"study_design_scores_gemma":[0.00015089924,0.0019444921,0.009640937,0.000058848585,0.00024749988,0.005689829,0.00035209884,0.41065523,0.46337932,0.0024037173,0.105330415,0.00014659604],"about_ca_topic_score_codex":0.0006555039,"about_ca_topic_score_gemma":0.0007191847,"teacher_disagreement_score":0.0013232864,"about_ca_system_score_codex":0.00018026264,"about_ca_system_score_gemma":0.0002957732,"threshold_uncertainty_score":0.004426837},"labels":[],"label_agreement":null},{"id":"W2379649262","doi":"","title":"Analysis on the Present Situation of Environmental Air Quality in Public Places of Taiyuan City and Countermeasures","year":2011,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Air Quality Monitoring and Forecasting","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":"Air quality index; Quarter (Canadian coin); Environmental science; Quality (philosophy); Air pollution; Air pollutants; Public park; Environmental quality; Environmental engineering; Environmental planning; Geography; Meteorology; Political science; Archaeology","score_opus":0.05951134908951811,"score_gpt":0.23996247020081496,"score_spread":0.18045112111129685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379649262","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":[0.9987907,0.00011056678,0.00015251276,0.00005343683,0.0000031214925,0.0000040326986,0.00029644053,0.000007582613,0.00058169215],"genre_scores_gemma":[0.9991461,0.000082914295,0.000094457864,0.000008836451,0.000005858182,0.000004767772,0.0003876547,7.50993e-7,0.00026859777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998416,0.000022103757,0.000013955815,0.000026142236,0.000044723856,0.000051485833],"domain_scores_gemma":[0.9996239,0.00004011896,0.00011120883,0.000023775183,0.00014078843,0.00006027326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020156516,0.00015579864,0.00016148343,0.00078964164,0.00040714786,0.00035283683,0.00018700512,0.0002608929,0.0010385539],"category_scores_gemma":[0.00028062513,0.0000976043,0.00024689484,0.0014454061,0.00021152403,0.00038841733,0.00032106444,0.00018059862,0.000093867464],"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":[0.000060785533,0.00004876171,0.98275906,0.00008296046,0.000044085944,0.00055451505,0.0011911319,0.00067938236,0.0037762835,0.00015373484,0.0004983387,0.010150966],"study_design_scores_gemma":[5.4775535e-7,0.000024449986,0.99783605,0.0000033759054,0.000009947748,0.00009016295,0.0010162198,0.0003653087,0.00022062038,0.000027500952,0.00040231022,0.000003579315],"about_ca_topic_score_codex":0.022500478,"about_ca_topic_score_gemma":0.034733824,"teacher_disagreement_score":0.022500478,"about_ca_system_score_codex":0.00065503985,"about_ca_system_score_gemma":0.0004621289,"threshold_uncertainty_score":0.044739008},"labels":[],"label_agreement":null},{"id":"W2385602811","doi":"","title":"Talking about the Application of No-negative-pressure Water Supply Equipment in Water Distribution Network of Residential Quarter","year":2011,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Embedded Systems and FPGA Design","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":"Water supply; Quarter (Canadian coin); Water pressure; Non-revenue water; Water supply network; Environmental science; Engineering; Environmental engineering; Water conservation; Water resources; Geography","score_opus":0.009032251762366694,"score_gpt":0.18799426676326686,"score_spread":0.17896201500090017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385602811","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15677752,0.01805448,0.29722935,0.19191772,0.017830897,0.00015750469,0.00019315082,0.0011807574,0.31665865],"genre_scores_gemma":[0.8396954,0.011553653,0.02652691,0.032376364,0.0050370162,0.00005849151,0.00008066187,0.00025067833,0.08442095],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991616,0.00042367255,0.00004004545,0.00008414119,0.00018920453,0.00010147507],"domain_scores_gemma":[0.9990783,0.0005041818,0.000099884746,0.000043430988,0.00021135139,0.00006278229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007459945,0.00029035457,0.00018963694,0.00029338486,0.0015630121,0.0013759814,0.0006369781,0.0025261971,0.0038275311],"category_scores_gemma":[0.0027734044,0.00015202478,0.00022894764,0.00052014133,0.0014689147,0.0045183958,0.00082971767,0.0017346786,0.000796799],"study_design_candidate":"observational","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":[0.0004907592,0.00014938605,0.016821455,0.0020937931,0.00007173297,0.020134844,0.058907624,0.010387729,0.0479147,0.24554683,0.24157536,0.35590583],"study_design_scores_gemma":[0.000009428095,0.00020784463,0.0032325445,0.00030097214,0.000030128042,0.005910824,0.020344935,0.004485291,0.009346353,0.020551581,0.93550354,0.000076549244],"about_ca_topic_score_codex":0.0013532843,"about_ca_topic_score_gemma":0.0016971035,"teacher_disagreement_score":0.0038275311,"about_ca_system_score_codex":0.0006879498,"about_ca_system_score_gemma":0.00041240343,"threshold_uncertainty_score":0.012804389},"labels":[],"label_agreement":null},{"id":"W2385982178","doi":"","title":"Study on the Problems in and Countermeasures for the Protection of Earthen Building in Fujian Province","year":2013,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"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":"China; Popularity; Tourism; Reputation; Business; Environmental planning; Geography; Engineering; Civil engineering; Political science; Archaeology; Law","score_opus":0.01766171698253818,"score_gpt":0.19116201071893615,"score_spread":0.17350029373639797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385982178","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":[0.9886777,0.0008860737,0.0010962364,0.0009880629,0.000014179835,0.000053028052,0.000029935089,0.000008558228,0.008246255],"genre_scores_gemma":[0.9966271,0.00058000383,0.00069619215,0.000032723714,0.0000034837453,0.000007237064,0.000028329145,0.0000015143403,0.0020234676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992455,0.00014275998,0.0000420304,0.00007214901,0.00030152046,0.00019600896],"domain_scores_gemma":[0.9993637,0.00012376676,0.00014852251,0.000026054693,0.00026283384,0.000075066826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010877433,0.00032783923,0.00016950237,0.0013909275,0.0018884544,0.00095061184,0.00064766576,0.0005464793,0.0012997072],"category_scores_gemma":[0.0013441375,0.00020846447,0.00022968819,0.0014288232,0.00073370355,0.0010954958,0.0005512168,0.00038975268,0.00005519302],"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":[0.0002057826,0.000342284,0.67878234,0.001030937,0.00011112918,0.0053367275,0.0465086,0.01114841,0.011451365,0.018833745,0.0052747107,0.22097397],"study_design_scores_gemma":[0.000011859098,0.0001944532,0.84143955,0.00028850028,0.00014033681,0.0007216856,0.1126718,0.00911141,0.0042915046,0.0016374266,0.029443625,0.000047847072],"about_ca_topic_score_codex":0.15402986,"about_ca_topic_score_gemma":0.25087014,"teacher_disagreement_score":0.15402986,"about_ca_system_score_codex":0.0039183395,"about_ca_system_score_gemma":0.0058181966,"threshold_uncertainty_score":0.3062666},"labels":[],"label_agreement":null},{"id":"W2387076509","doi":"","title":"The Quantitative Analysis of Science Foundation Support and Paper Output of APEC(Asia-Pacific Economic Cooperation)Numbers in the Field of Library & Information Science——Based on the Platform of Web of Science","year":2015,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Academic Publishing and Open Access","field":"Decision 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":"China; Library science; Web of science; Citation; Operations research; Bibliometrics; Citation analysis; Regional science; Political science; Computer science; Data science; Engineering; Geography; Law","score_opus":0.05419940220733689,"score_gpt":0.3424429667595167,"score_spread":0.2882435645521798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387076509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9320373,0.0023193823,0.0029575818,0.0013195997,0.00020148692,0.00010691464,0.025373654,0.00015421896,0.03553],"genre_scores_gemma":[0.97110265,0.001240846,0.001625475,0.000078486875,0.00018857943,0.00019446263,0.016882926,0.00003253245,0.008654017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99186957,0.0013768451,0.0012103061,0.0005838851,0.0046118274,0.00034750105],"domain_scores_gemma":[0.93882656,0.023843238,0.014135586,0.0029802013,0.018129537,0.0020848974],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0078684045,0.0002868311,0.0004116836,0.012119268,0.00060563255,0.0022082103,0.00062380196,0.00035467482,0.0041584945],"category_scores_gemma":[0.04055047,0.0001375393,0.0004640845,0.02397676,0.00053870113,0.002882147,0.0011659191,0.0004695898,0.0010343081],"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":[0.00016418786,0.00009312655,0.88057023,0.00086923153,0.00021889343,0.00031404296,0.0023988227,0.0016693727,0.00074021256,0.008516443,0.016067442,0.08837792],"study_design_scores_gemma":[0.0000103472585,0.00008872101,0.95223355,0.00009854192,0.00009815164,0.00023592805,0.002902477,0.0017271133,0.0011498956,0.0013073981,0.040116634,0.000031206913],"about_ca_topic_score_codex":0.0039101164,"about_ca_topic_score_gemma":0.0035027992,"teacher_disagreement_score":0.9921316,"about_ca_system_score_codex":0.0015936845,"about_ca_system_score_gemma":0.002575619,"threshold_uncertainty_score":0.041612625},"labels":[],"label_agreement":null},{"id":"W2388006306","doi":"","title":"The Comparative Analysis on the Development Histories of Domestic and Foreign Public Library Systems","year":2012,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Library Science and Administration","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":"Lawmaking; Beijing; Political science; Library classification; Library science; Public administration; Economic growth; China; Legislature; Law; Economics; Computer science","score_opus":0.0510906318749184,"score_gpt":0.27304029887113485,"score_spread":0.22194966699621643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2388006306","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":[0.8248917,0.0038556214,0.00044439168,0.0019625167,0.000019846393,0.000027444077,0.00042947044,0.000026518255,0.16834252],"genre_scores_gemma":[0.9942767,0.0008386513,0.00007262866,0.000052973588,0.000005408198,0.000009382605,0.000091893824,0.000009152696,0.0046431837],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986921,0.0005705065,0.000043028806,0.00008365242,0.00017112013,0.00043973888],"domain_scores_gemma":[0.9965508,0.0011697103,0.0005299173,0.00017403704,0.0009529565,0.0006224754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014541218,0.00008896684,0.00016694605,0.004054446,0.0034001814,0.0043099294,0.00039153456,0.00031570406,0.011706563],"category_scores_gemma":[0.0051518357,0.00017964064,0.00017523738,0.0065493314,0.003274075,0.003361067,0.0023484295,0.0006245548,0.00062653143],"study_design_candidate":"observational","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":[0.00032641913,0.00008044695,0.253116,0.00040204878,0.000060399725,0.0012515448,0.33493865,0.0010573015,0.0009309357,0.26386315,0.007412162,0.13656098],"study_design_scores_gemma":[0.000018332537,0.00011991928,0.57471883,0.00024945365,0.000055222266,0.0006588064,0.27688378,0.00047041275,0.0013534315,0.0040159486,0.14141247,0.000043443153],"about_ca_topic_score_codex":0.09941795,"about_ca_topic_score_gemma":0.17073025,"teacher_disagreement_score":0.09941795,"about_ca_system_score_codex":0.011912192,"about_ca_system_score_gemma":0.004457429,"threshold_uncertainty_score":0.19767857},"labels":[],"label_agreement":null}]}