{"meta":{"query_hash":"de13e6c40f23","filters":{"topic":"Diverse Applied Research Studies"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"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/de13e6c40f23","api":"https://metacan.xera.ac/api/v1/cohort?topic=Diverse+Applied+Research+Studies"},"results":[{"id":"W132915152","doi":"","title":"Automatization based on artificial intelligence","year":2006,"lang":"en","type":"article","venue":"","topic":"Diverse Applied Research Studies","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":"Greenhouse; Artificial light; Fuzzy logic; Field (mathematics); Agricultural engineering; Artificial intelligence; Computer science; Meteorology; Environmental science; Engineering; Geography; Mathematics; Horticulture; Biology","score_opus":0.0531495457038166,"score_gpt":0.35623683221512653,"score_spread":0.30308728651130995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132915152","genre_codex":"other","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":[0.0042528887,0.0000030059741,0.027738547,0.0034640233,0.000100176214,0.00018285081,0.0000014418814,0.00019854141,0.9640585],"genre_scores_gemma":[0.99609435,0.0000037187929,0.0010372375,0.00013839289,0.00014827719,0.000010791588,0.0000022415393,0.0000027081228,0.0025622803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991566,0.000051359017,0.00007980498,0.000105449835,0.00042813394,0.00017866757],"domain_scores_gemma":[0.9996875,0.00014434593,0.000017590788,0.00006441767,0.000055983513,0.00003016033],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036734212,0.00004004664,0.000044409633,0.00006157994,0.0004048954,0.00006918307,0.000104495484,0.000027343474,0.0009945781],"category_scores_gemma":[0.00014091798,0.000034250283,0.000019676188,0.00028169132,0.00017983343,0.000053406668,0.000016125932,0.000038998704,0.00057627796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042748534,0.000059198115,0.0002114359,0.0000014279545,0.0000012896053,0.0000014033182,0.00028436043,0.0015797613,0.000043825046,0.9734937,0.006085525,0.018233797],"study_design_scores_gemma":[0.00022911739,0.00022097916,0.011821881,0.00005260641,0.000021443642,8.150862e-8,0.028638814,0.15890364,0.023566497,0.5530674,0.22260834,0.0008691834],"about_ca_topic_score_codex":0.0019464098,"about_ca_topic_score_gemma":0.0016639053,"teacher_disagreement_score":0.99184144,"about_ca_system_score_codex":0.00006219886,"about_ca_system_score_gemma":0.00006474084,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W1875230019","doi":"10.3968/j.css.1923669720050101.015","title":"Theme, Characterization and Artistic Features of The Secret Life of Walter Mitty","year":2009,"lang":"en","type":"article","venue":"Canadian social science","topic":"Diverse Applied Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Allusion; Theme (computing); Art; Symbol (formal); Humanities; Style (visual arts); Fantasy; Art history; Philosophy; Literature","score_opus":0.017823195869448832,"score_gpt":0.29002190296942126,"score_spread":0.2721987070999724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1875230019","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":[0.67191094,0.00005969732,0.00001595323,0.007220283,0.0002226729,0.00038093282,0.00009920099,0.000011369534,0.32007894],"genre_scores_gemma":[0.99871004,0.000034034663,0.000012591442,0.00042211695,0.000082020684,0.0000016570144,6.1400596e-7,0.0000013709769,0.0007355758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989968,0.00005024235,0.00008352528,0.00012195443,0.00045682603,0.00029067523],"domain_scores_gemma":[0.9994751,0.000030702482,0.0000655541,0.00007355214,0.00014823797,0.00020685836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054599816,0.000043959404,0.00008912891,0.00006646601,0.0009786789,0.00004474224,0.00034547146,0.00003450918,0.00005209248],"category_scores_gemma":[0.0005715144,0.000033356515,0.00002225803,0.00071957934,0.0024074712,0.00012238989,0.000038872295,0.00006246943,0.0000018877005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011183717,0.000030052914,0.022887483,0.000019923964,0.000015480691,0.0000025062513,0.078220196,3.012318e-7,0.04445818,0.8005703,0.006003854,0.047780536],"study_design_scores_gemma":[0.000096878895,0.000020359748,0.9606425,0.00001530931,0.000008995561,1.3557037e-7,0.012483466,0.0000042269453,0.001070887,0.0016354657,0.02392385,0.00009791873],"about_ca_topic_score_codex":0.016313307,"about_ca_topic_score_gemma":0.016486686,"teacher_disagreement_score":0.93775505,"about_ca_system_score_codex":0.00010446346,"about_ca_system_score_gemma":0.0009173614,"threshold_uncertainty_score":0.9902372},"labels":[],"label_agreement":null},{"id":"W2884420249","doi":"10.54886/scire.v24i1.4469","title":"Aproximación bibliométrica a las contribuciones de Hope A. Olson en el campo de la organización del conocimiento","year":2018,"lang":"es","type":"article","venue":"Scire representación y organización del conocimiento","topic":"Diverse Applied Research Studies","field":"Social 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":"Stuart Olson (Canada)","funders":"","keywords":"Humanities; Philosophy","score_opus":0.015007071735341482,"score_gpt":0.36746671613768916,"score_spread":0.35245964440234767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884420249","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":[0.88476753,0.005292335,0.0025480236,0.01532146,0.0030863602,0.005490987,0.0010745544,0.0019510755,0.08046769],"genre_scores_gemma":[0.9712078,0.013512665,0.0012749487,0.0015085874,0.0040250546,0.00027317612,0.00011876011,0.00047841205,0.0076006134],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.97983533,0.004520626,0.0020953168,0.00372855,0.0042174864,0.005602684],"domain_scores_gemma":[0.98571837,0.0035608257,0.001261289,0.0027735871,0.0038049761,0.0028809563],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.009349252,0.0020176666,0.0024134938,0.0038141978,0.005312083,0.0031237542,0.0046691447,0.0020080153,0.0035854592],"category_scores_gemma":[0.010684824,0.0021060705,0.0008060354,0.018530307,0.007986731,0.001997796,0.004539322,0.0021276157,0.0051775165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011984427,0.0029630377,0.5529633,0.00067845546,0.003205857,0.001191837,0.06179693,0.00005592772,0.035888217,0.11059746,0.22085655,0.008603964],"study_design_scores_gemma":[0.016954012,0.0021232103,0.0958301,0.0012254918,0.0024217644,0.000573408,0.08575485,0.0019925789,0.10880055,0.02288315,0.653642,0.0077989046],"about_ca_topic_score_codex":0.014738353,"about_ca_topic_score_gemma":0.00081975845,"teacher_disagreement_score":0.45713323,"about_ca_system_score_codex":0.004104087,"about_ca_system_score_gemma":0.0042395354,"threshold_uncertainty_score":0.99971896},"labels":[],"label_agreement":null},{"id":"W2906055431","doi":"10.5539/mas.v13n1p129","title":"Competitiveness of SMEs from the Insertion of Strategic Planning and Human Resource Management as a Tool for Continuous Improvement","year":2018,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Diverse Applied Research Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Sucre","keywords":"Business; Sustainability; Process (computing); Work (physics); Process management; Resource (disambiguation); Globalization; Human resources; Point (geometry); Knowledge management; Management; Computer science; Political science; Economics; Engineering","score_opus":0.05658052512243148,"score_gpt":0.34430395099639766,"score_spread":0.28772342587396615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906055431","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":[0.8904326,0.000033724285,0.0026572717,0.000115732924,0.000030090869,0.0008924365,0.00001826332,0.000017083259,0.1058028],"genre_scores_gemma":[0.99903375,0.000007818302,0.0004823374,0.0000610898,0.000046157267,0.00007850576,0.00000151946,0.000004068143,0.00028473776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985533,0.00002683966,0.00017099506,0.00029851118,0.00066438754,0.000285977],"domain_scores_gemma":[0.9993414,0.00016665312,0.00012730488,0.00017962654,0.00014130352,0.000043680673],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014811958,0.000079367106,0.00014974514,0.000056386023,0.0010668925,0.00008223098,0.00048539063,0.000024351933,0.000023720804],"category_scores_gemma":[0.000025884734,0.000059591417,0.00002135595,0.0002459305,0.0033468865,0.000073262505,0.00028999316,0.000048141275,0.0000024422827],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013115272,0.000077399585,0.0016388383,0.000037982107,0.000043580487,7.070316e-7,0.026654165,0.000019614925,0.35266104,0.60937464,0.000053816482,0.009307035],"study_design_scores_gemma":[0.003806326,0.0011042815,0.07919417,0.00036819724,0.0001404885,2.6241716e-7,0.45434284,0.0022612703,0.13122366,0.31316793,0.013639805,0.00075076637],"about_ca_topic_score_codex":0.0008615129,"about_ca_topic_score_gemma":0.0001262186,"teacher_disagreement_score":0.4276887,"about_ca_system_score_codex":0.000046886675,"about_ca_system_score_gemma":0.000078234436,"threshold_uncertainty_score":0.99936545},"labels":[],"label_agreement":null},{"id":"W2999830433","doi":"10.33262/concienciadigital.v1i4.905","title":"Las mujeres universitarias embarazadas y el factor que incide en su avance y el rendimiento académico","year":2018,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Diverse Applied Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.029738621043035172,"score_gpt":0.3467448125100819,"score_spread":0.3170061914670467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999830433","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":[0.71121466,0.00032528877,0.000053394284,0.0005389561,0.0010804926,0.0005783069,0.00042918924,0.00018262118,0.28559712],"genre_scores_gemma":[0.9862758,0.00062896736,0.00009291855,0.00034318987,0.0014493358,0.000015505353,0.000017040009,0.000042521107,0.01113473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99404764,0.00030624776,0.0005051206,0.001196082,0.0020746745,0.0018702251],"domain_scores_gemma":[0.99675894,0.0007870161,0.00032385706,0.00063500996,0.0007300227,0.00076515495],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00088216003,0.0005827188,0.0006390213,0.00035632408,0.0020605966,0.0009054025,0.0020164032,0.00042078248,0.00093192386],"category_scores_gemma":[0.0018977523,0.0005771035,0.0002898383,0.0013825,0.0052587916,0.002167004,0.0015233671,0.0006132407,0.003710089],"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":[0.00081469264,0.0015417747,0.20365173,0.00027734233,0.0015471136,0.001097455,0.26271662,0.000025964515,0.013544626,0.31044993,0.15201694,0.05231584],"study_design_scores_gemma":[0.002187558,0.0011518629,0.13975963,0.000259201,0.00013566292,0.000011104047,0.07774168,0.00010081855,0.004618572,0.0030754935,0.76909405,0.0018643575],"about_ca_topic_score_codex":0.0030604268,"about_ca_topic_score_gemma":0.0020225446,"teacher_disagreement_score":0.6170771,"about_ca_system_score_codex":0.0013442426,"about_ca_system_score_gemma":0.0018013136,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W3034145972","doi":"10.47633/yulk.v3i2.227","title":"Recensión del libro: Structural Equation Modeling with Amos (Modelación de ecuaciones estructurales con Amos)","year":2020,"lang":"es","type":"article","venue":"Yulök Revista de Innovación Académica","topic":"Diverse Applied Research Studies","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":"Humanities; Structural equation modeling; Philosophy; Mathematics; Statistics","score_opus":0.05598570719952314,"score_gpt":0.3273861792042742,"score_spread":0.2714004720047511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034145972","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":[0.9526011,0.0015590215,0.010044193,0.029987788,0.00017650006,0.0016377548,0.00020200817,0.00047945927,0.0033121912],"genre_scores_gemma":[0.986818,0.0032099592,0.00682009,0.0016599045,0.0011045656,0.00007463222,0.00009501238,0.0001210175,0.000096827025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9931259,0.000774033,0.0010921978,0.0013350988,0.001788331,0.001884434],"domain_scores_gemma":[0.9967447,0.00037268177,0.00062549475,0.00058811944,0.0008870572,0.00078193116],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012263012,0.00087480963,0.0010987341,0.00026373862,0.0015679378,0.0013139441,0.0013920983,0.0005993922,0.00023597409],"category_scores_gemma":[0.0012340663,0.0007704604,0.00024251711,0.0024934977,0.0012819474,0.0011107572,0.00069705595,0.0015883123,0.00018898725],"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":[0.0027266731,0.00012757313,0.022481242,0.002222044,0.0014064217,0.0003116569,0.038385093,0.025254086,0.020648748,0.8483718,0.006347584,0.031717088],"study_design_scores_gemma":[0.0050802217,0.0011480802,0.0028923277,0.0019946976,0.0009396263,0.00008455842,0.032112315,0.8758018,0.0027157057,0.0139637245,0.059030514,0.004236443],"about_ca_topic_score_codex":0.000822966,"about_ca_topic_score_gemma":0.000042747644,"teacher_disagreement_score":0.8505477,"about_ca_system_score_codex":0.0007500433,"about_ca_system_score_gemma":0.0011531569,"threshold_uncertainty_score":0.9997319},"labels":[],"label_agreement":null},{"id":"W3119029834","doi":"10.5267/j.msl.2020.12.014","title":"Effectiveness of psychometric tests for the selection of personnel in jobs in the retail sector","year":2021,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Diverse Applied Research Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Personnel selection; Selection (genetic algorithm); Personality; Psychology; Test (biology); Applied psychology; Big Five personality traits; Human resources; Marketing; Social psychology; Business; Computer science; Management; Economics","score_opus":0.055426077037755775,"score_gpt":0.34332606754168477,"score_spread":0.287899990503929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119029834","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":[0.987516,0.00005665759,0.0006928064,0.0054313014,0.00015076472,0.0010525457,0.0000015020814,0.000006320687,0.0050921002],"genre_scores_gemma":[0.9992907,0.000082473714,0.00020085245,0.00023126506,0.000016566106,0.00012369006,2.1098359e-7,0.000002217305,0.000052015483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982721,0.00025071364,0.00012068294,0.00023269911,0.0008192576,0.00030449865],"domain_scores_gemma":[0.998713,0.0010077441,0.00005609878,0.00015478593,0.000053192944,0.000015182253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065811444,0.00005531215,0.000104726394,0.00040179904,0.0003611158,0.00005767077,0.00062560453,0.000013682012,0.000015753463],"category_scores_gemma":[0.0005630984,0.00003558142,0.00004176523,0.0063872607,0.0008629201,0.00015057123,0.00010316607,0.00008120015,0.0000014196296],"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":[0.00011919416,0.0004494263,0.8299081,0.00073498354,0.00009487174,0.000015927231,0.042338844,0.0018583178,0.04977578,0.055805147,0.002003181,0.016896233],"study_design_scores_gemma":[0.00037891863,0.000024657778,0.96075076,0.000049461752,0.000010516126,1.021691e-7,0.03630635,0.00012600202,0.0010714469,0.0002457685,0.0009807544,0.000055255077],"about_ca_topic_score_codex":0.00074418937,"about_ca_topic_score_gemma":0.0008007678,"teacher_disagreement_score":0.13084267,"about_ca_system_score_codex":0.00014346275,"about_ca_system_score_gemma":0.000029921346,"threshold_uncertainty_score":0.3179465},"labels":[],"label_agreement":null},{"id":"W3122894735","doi":"","title":"Situación en medio de la pandemia de los productos y servicios relacionados con el estilo de vida Yoga y Mindfulness","year":2021,"lang":"es","type":"dissertation","venue":"","topic":"Diverse Applied Research Studies","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":"Mindfulness; Productivity; Quarter (Canadian coin); Work (physics); Order (exchange); Humanities; Psychology; Welfare economics; Business; Political science; Geography; Art; Engineering; Economics; Psychotherapist; Economic growth","score_opus":0.01438420855423829,"score_gpt":0.36590059901663563,"score_spread":0.35151639046239735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122894735","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":[0.8914462,0.0007464241,0.0004905903,0.003182568,0.0008090494,0.0019003018,0.00012834334,0.0002844402,0.10101208],"genre_scores_gemma":[0.9606739,0.00157067,0.0009188985,0.0004162367,0.0012080626,0.001474002,0.0003886115,0.000099342644,0.033250265],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922102,0.002190967,0.0006151683,0.0012428368,0.0020420726,0.0016987425],"domain_scores_gemma":[0.9949423,0.0026986487,0.00035110267,0.0005703479,0.0007785198,0.00065907906],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004736508,0.0007157863,0.000912879,0.00029521695,0.0014806179,0.00046544833,0.0012544781,0.001435086,0.0021906637],"category_scores_gemma":[0.0043385755,0.0006885604,0.0003049567,0.0010523509,0.0008528399,0.00031229146,0.0003868822,0.0016664208,0.0002730078],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014586318,0.0026864014,0.0818571,0.0077624144,0.004000892,0.0023356816,0.5215468,0.0006628836,0.019465623,0.22273457,0.059488874,0.07600017],"study_design_scores_gemma":[0.0031270753,0.00023413835,0.05736139,0.002620359,0.0012960458,0.00004797046,0.7292182,0.0006432852,0.1135117,0.02194753,0.06711248,0.002879829],"about_ca_topic_score_codex":0.010175815,"about_ca_topic_score_gemma":0.007819653,"teacher_disagreement_score":0.20767143,"about_ca_system_score_codex":0.0013503538,"about_ca_system_score_gemma":0.005240249,"threshold_uncertainty_score":0.99986124},"labels":[],"label_agreement":null},{"id":"W3175721790","doi":"","title":"Financial strategies in the cooperative sector in the stock exchange","year":2018,"lang":"en","type":"article","venue":"Journal Latin American Science","topic":"Diverse Applied Research Studies","field":"Social Sciences","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":"International Development Research Centre","funders":"","keywords":"Stock exchange; Market liquidity; Business; Finance; Financial sector; Stock (firearms)","score_opus":0.06372337857198482,"score_gpt":0.39602059037589465,"score_spread":0.3322972118039098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175721790","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":[0.80717087,0.000043851975,0.0000809969,0.0058558183,0.00020028272,0.00034985758,0.0000038400476,0.000008208357,0.1862863],"genre_scores_gemma":[0.9977067,0.00013420722,0.00028092787,0.0010413788,0.0005248288,0.000021480246,5.5443696e-8,0.0000023853333,0.00028802498],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969688,0.00062423013,0.0001763184,0.00019040589,0.0014594431,0.00058081123],"domain_scores_gemma":[0.9989187,0.000509337,0.00013547202,0.00014508114,0.00023290222,0.000058510555],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0066865566,0.00008718469,0.00013609004,0.00018290534,0.0020079906,0.0007282116,0.0014561209,0.000016651396,0.0002494962],"category_scores_gemma":[0.0014731989,0.00004462277,0.000028790357,0.0036710917,0.008718663,0.000535274,0.000107538945,0.0004672138,0.00004769461],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055638506,0.00017695288,0.0123750325,0.0000032523353,0.0000055749565,0.00010805874,0.8281765,0.000042897176,0.0007729729,0.086910784,0.02026994,0.0511024],"study_design_scores_gemma":[0.00028672887,0.000511361,0.29458484,0.000029063456,0.0000033031245,0.0000069336247,0.61654454,0.00012297936,0.000026965401,0.0027508594,0.08494876,0.00018364565],"about_ca_topic_score_codex":0.0033590929,"about_ca_topic_score_gemma":0.015854483,"teacher_disagreement_score":0.28220978,"about_ca_system_score_codex":0.00017700315,"about_ca_system_score_gemma":0.0013759941,"threshold_uncertainty_score":0.99929124},"labels":[],"label_agreement":null},{"id":"W3196736900","doi":"10.5267/j.uscm.2021.7.009","title":"Incidence of internal marketing and organizational commitment in the retail sector","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Diverse Applied Research Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Organizational commitment; Loyalty; Marketing; Business; Sample (material); Relationship marketing; Feeling; Normative; Reciprocity (cultural anthropology); Loyalty business model; Psychology; Social psychology; Marketing management","score_opus":0.025516241273809078,"score_gpt":0.2903169141821879,"score_spread":0.26480067290837883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196736900","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":[0.57366073,0.0013450839,0.000742766,0.031337325,0.0003286121,0.0020743872,0.000033063654,0.000058839723,0.39041916],"genre_scores_gemma":[0.9949294,0.0008654319,0.0009867079,0.00052475446,0.000053013886,0.000042937485,0.0000061083956,0.0000052104697,0.0025864402],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99808085,0.0005691226,0.00018136314,0.00020705699,0.0007191412,0.00024247867],"domain_scores_gemma":[0.99909383,0.00055898074,0.00005750153,0.00015037118,0.00010352058,0.000035806574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030194668,0.000078477446,0.00011493509,0.00008168435,0.00025010513,0.00007204982,0.00032097878,0.000023832652,0.0007371789],"category_scores_gemma":[0.0004199993,0.00006294468,0.0000229274,0.00053041766,0.00027598868,0.00005785844,0.00041304753,0.00010284659,0.000006098505],"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":[0.000088788685,0.0003020733,0.46245325,0.0003050556,0.00023701048,0.0004959779,0.06724622,0.00021830374,0.0001518824,0.4336333,0.015829416,0.019038735],"study_design_scores_gemma":[0.0014778184,0.000057364385,0.30087832,0.00039798618,0.00005272858,0.0000036204483,0.49554577,0.0005730902,0.00018307572,0.011137661,0.18931183,0.00038072004],"about_ca_topic_score_codex":0.0008025253,"about_ca_topic_score_gemma":0.0021624847,"teacher_disagreement_score":0.42829955,"about_ca_system_score_codex":0.00013520912,"about_ca_system_score_gemma":0.000059894435,"threshold_uncertainty_score":0.8071592},"labels":[],"label_agreement":null},{"id":"W4361800014","doi":"10.22490/9789586517355.08","title":"Desarrollo de las habilidades creativas bajo la influencia de una estrategia cromática virtual","year":2019,"lang":"es","type":"book-chapter","venue":"Universidad Nacional Abierta y a Distancia eBooks","topic":"Diverse Applied Research Studies","field":"Social Sciences","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":"Impact","funders":"","keywords":"Humanities; Art","score_opus":0.013820939807645012,"score_gpt":0.28134047481592117,"score_spread":0.26751953500827613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361800014","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120252214,0.00019056626,0.00010849025,0.00056928716,0.0001779499,0.0013036171,0.00069504225,0.00020471818,0.8764981],"genre_scores_gemma":[0.7075494,0.00037965196,0.00037036752,0.00024529116,0.00033699378,0.000027411703,0.000051582374,0.00013116548,0.29090816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99241257,0.0006396682,0.0007848451,0.001544033,0.0025058226,0.0021130831],"domain_scores_gemma":[0.9933861,0.0033300116,0.00060155796,0.0008303321,0.00073230907,0.0011197185],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0016250199,0.0013288872,0.0013622018,0.0007059664,0.0020848108,0.00066670956,0.0019040556,0.0015434407,0.0018787732],"category_scores_gemma":[0.0006708826,0.0013995937,0.00091354863,0.00024262471,0.005085768,0.00040374664,0.0007997901,0.001962344,0.0012367273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009378677,0.00016702124,0.0018678103,0.00019857219,0.00092733745,0.00068247353,0.009818659,0.00006297378,0.0013800921,0.9801397,0.0018143845,0.0020031394],"study_design_scores_gemma":[0.0035701683,0.0008256947,0.006380177,0.0019086081,0.00084930693,0.000035794856,0.0370825,0.00006516955,0.0004579655,0.07794702,0.8680573,0.0028202753],"about_ca_topic_score_codex":0.0012810158,"about_ca_topic_score_gemma":0.0013263016,"teacher_disagreement_score":0.90219265,"about_ca_system_score_codex":0.0030648704,"about_ca_system_score_gemma":0.0069624013,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W4390688225","doi":"10.18050/eduser.v9n2a4","title":"Rúbrica de evaluación en la satisfacción del estudiante en una universidad peruana","year":2022,"lang":"es","type":"article","venue":"REVISTA EDUSER","topic":"Diverse Applied Research Studies","field":"Social Sciences","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":"Impact","funders":"","keywords":"Humanities; Physics; Psychology; Philosophy","score_opus":0.017086310659147966,"score_gpt":0.36294646731615854,"score_spread":0.3458601566570106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390688225","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":[0.7076057,0.009036721,0.000051560157,0.020863347,0.00051809475,0.002229618,0.00045055666,0.00030470843,0.25893968],"genre_scores_gemma":[0.9699792,0.013410277,0.00021808238,0.0002894452,0.00040653587,0.0000941967,0.000009800548,0.000051571624,0.015540838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927824,0.0033022643,0.0003386904,0.00070388196,0.0017764836,0.0010962659],"domain_scores_gemma":[0.99706304,0.0017101892,0.00018705991,0.00051633344,0.00015903982,0.00036432347],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041851955,0.00036047204,0.00054406386,0.00025832755,0.0024638725,0.00043347845,0.001256478,0.00014769893,0.0031527546],"category_scores_gemma":[0.00086977583,0.00038165785,0.00028475944,0.0014664457,0.00059391285,0.00024759056,0.001968356,0.00095602,0.00060047786],"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":[0.00022328175,0.0007400867,0.14575866,0.00044719028,0.0013698671,0.00088310696,0.072273284,0.0004121281,0.00034488554,0.4978443,0.24020624,0.03949696],"study_design_scores_gemma":[0.0006836609,0.00012499731,0.047332022,0.00010888997,0.00021161872,0.000006305844,0.055628996,0.00006878785,0.0000053967483,0.0003949579,0.89498305,0.0004512887],"about_ca_topic_score_codex":0.0030055607,"about_ca_topic_score_gemma":0.00008387412,"teacher_disagreement_score":0.6547768,"about_ca_system_score_codex":0.0019105265,"about_ca_system_score_gemma":0.0014324496,"threshold_uncertainty_score":0.9998635},"labels":[],"label_agreement":null},{"id":"W6990745545","doi":"","title":"Effets d'une séquence de prise de conscience des processus d'écoute menée auprès de personnes peu scolarisées ou peu alphabétisées apprenant le français","year":2020,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Diverse Applied Research Studies","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":"Cultural environment; Population; Validation test; Conscience","score_opus":0.015235317511125833,"score_gpt":0.2301415513242611,"score_spread":0.21490623381313526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990745545","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":[0.52868974,0.02723784,0.0047226287,0.016316222,0.0011401983,0.003844225,0.0007485663,0.0014067626,0.4158938],"genre_scores_gemma":[0.65104526,0.043774728,0.009370629,0.0004942482,0.0006779452,0.000035136054,0.00004439725,0.00036240392,0.29419526],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912878,0.00095771375,0.00046880747,0.0021186096,0.0019988772,0.0031681878],"domain_scores_gemma":[0.99503475,0.0008383279,0.00075475726,0.00077797985,0.00067785993,0.0019163042],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0012362668,0.0013503118,0.0014767231,0.0008414711,0.005456233,0.00044273448,0.004176038,0.0010596921,0.0007505472],"category_scores_gemma":[0.0005699143,0.0015359425,0.000708351,0.0037117177,0.007180956,0.0012403184,0.0020363673,0.0015749331,0.00035905789],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011083641,0.0010959989,0.0569521,0.0022551876,0.0021230555,0.008538558,0.73941433,0.00047940048,0.06789393,0.058884304,0.015690887,0.04556388],"study_design_scores_gemma":[0.007641136,0.0013027492,0.032740347,0.0031123785,0.0029404494,0.00024517972,0.3398535,0.0023099892,0.022280965,0.003418101,0.5794019,0.004753294],"about_ca_topic_score_codex":0.21696979,"about_ca_topic_score_gemma":0.09610277,"teacher_disagreement_score":0.56371105,"about_ca_system_score_codex":0.00372804,"about_ca_system_score_gemma":0.005962659,"threshold_uncertainty_score":0.9999248},"labels":[],"label_agreement":null},{"id":"W6998440354","doi":"","title":"Administración de procesos: caso de estudio Toronto Iron Works","year":2011,"lang":"es","type":"article","venue":"Americanae (AECID Library)","topic":"Diverse Applied Research Studies","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":"Persona; Limiting; Latin Americans; Human being","score_opus":0.026508603694426786,"score_gpt":0.3023944620321606,"score_spread":0.2758858583377338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998440354","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":[0.5539572,0.0039438717,0.000066341476,0.0018590507,0.00026630607,0.00073004403,0.0000393878,0.00037424214,0.43876353],"genre_scores_gemma":[0.96657217,0.020451121,0.004420616,0.0010532096,0.000698204,0.0001719559,0.0000075745893,0.000083429135,0.006541698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99569654,0.0004074139,0.00042164102,0.0007880031,0.00087837374,0.0018080443],"domain_scores_gemma":[0.99784505,0.0003214716,0.0003122064,0.00054482353,0.00006973282,0.000906694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051900494,0.000481928,0.0006100511,0.00009696343,0.0009080187,0.000217763,0.0013940076,0.00024424985,0.0069944165],"category_scores_gemma":[0.00026934437,0.00047541314,0.0002262453,0.0008919838,0.002308507,0.0019966036,0.00067260367,0.0004753866,0.00044754127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035184406,0.0010529364,0.6930315,0.00015833198,0.0005300906,0.0006394804,0.063671,0.000004154092,0.000066448374,0.012688978,0.097377874,0.13042735],"study_design_scores_gemma":[0.0007356157,0.0010206136,0.80579287,0.00024441918,0.00020988977,0.000006036251,0.116796836,0.000026537604,0.00067991554,0.000767631,0.07259821,0.001121412],"about_ca_topic_score_codex":0.24476215,"about_ca_topic_score_gemma":0.0019394776,"teacher_disagreement_score":0.43222186,"about_ca_system_score_codex":0.00051690545,"about_ca_system_score_gemma":0.0015894907,"threshold_uncertainty_score":0.99976975},"labels":[],"label_agreement":null},{"id":"W7020920302","doi":"","title":"Mid America Print Councilâs National Conference, Themed Portfolio \"Reverse Watching\"","year":2012,"lang":"en","type":"article","venue":"Opus: Research & Creativity (Indiana University – Purdue University Fort Wayne)","topic":"Diverse Applied Research Studies","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":"Portfolio; Theme (computing); Control (management); George (robot); Information system","score_opus":0.1607890939432194,"score_gpt":0.372683653811877,"score_spread":0.2118945598686576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020920302","genre_codex":"other","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":[0.2472269,0.000053774176,0.00045959261,0.003091821,0.00019858652,0.0013990026,0.00043070703,0.00024763067,0.746892],"genre_scores_gemma":[0.921288,0.0018771766,0.00079249614,0.000063044616,0.0002836804,0.0000023207372,0.00007695442,0.0000269361,0.0755894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895736,0.0015662918,0.00022348751,0.00085723534,0.0053045633,0.0024748326],"domain_scores_gemma":[0.9935313,0.001106003,0.00021711332,0.0005820503,0.0030101147,0.0015534195],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.006195194,0.00041157217,0.00058198447,0.0013720515,0.0056898496,0.00021233731,0.0017991747,0.00034903863,0.002556207],"category_scores_gemma":[0.0014939564,0.00048256817,0.0003504845,0.0026028766,0.0040841727,0.00262752,0.0017008361,0.0013633505,0.0007950902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018513813,0.0035541516,0.14762025,0.00021966612,0.001966645,0.0014514067,0.10363064,0.00006987483,0.0012332859,0.47654167,0.24627058,0.015590451],"study_design_scores_gemma":[0.0010644138,0.000097108255,0.0134831155,0.000057286856,0.00006288081,0.0000030798574,0.1312893,0.000025390184,0.00014510017,0.0006203307,0.85266215,0.0004898207],"about_ca_topic_score_codex":0.045359142,"about_ca_topic_score_gemma":0.0062610474,"teacher_disagreement_score":0.67406106,"about_ca_system_score_codex":0.0065546483,"about_ca_system_score_gemma":0.005496031,"threshold_uncertainty_score":0.9999829},"labels":[],"label_agreement":null},{"id":"W7024367339","doi":"","title":"Relación entre la gestión de la calidad y ventaja competitiva en diferenciación en el área de producción de la empresa Menú Express, en la ciudad de Cajamarca en el primer cuatrimestre del año 2016","year":2017,"lang":"en","type":"dissertation","venue":"renati","topic":"Diverse Applied Research Studies","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":"Cronbach's alpha; Population; Quality (philosophy); Quarter (Canadian coin); Reliability (semiconductor); Production (economics); Scale (ratio)","score_opus":0.01078549214488657,"score_gpt":0.37011371395415804,"score_spread":0.3593282218092715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024367339","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":[0.49839786,0.0028719355,0.00008040849,0.0014302216,0.00040614966,0.0020923377,0.00053833233,0.00045158918,0.49373117],"genre_scores_gemma":[0.9211849,0.012877151,0.0022540314,0.000056603694,0.0014674909,0.0006340756,0.00060559384,0.00019958465,0.060720563],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875406,0.0075339773,0.0006042619,0.0011106951,0.0015819632,0.0016285067],"domain_scores_gemma":[0.9899493,0.0076410063,0.00058588746,0.000852991,0.00033691456,0.00063388835],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006789667,0.0007934062,0.0009690871,0.0003845154,0.0013492131,0.00062907545,0.0021496702,0.0017405775,0.0002355707],"category_scores_gemma":[0.008981515,0.0007725768,0.00037409633,0.00030010188,0.0010271422,0.00036936585,0.00047771935,0.0020972537,0.00010872607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010031859,0.0023222563,0.18183085,0.0020522794,0.0031135508,0.002568739,0.4261429,0.00021020668,0.024837716,0.12560639,0.1684861,0.061825834],"study_design_scores_gemma":[0.0028901268,0.00014096404,0.32218826,0.0029555636,0.0010102312,0.000060619357,0.041855328,0.0000794243,0.013591893,0.014821191,0.5980881,0.0023183078],"about_ca_topic_score_codex":0.027894335,"about_ca_topic_score_gemma":0.0017660575,"teacher_disagreement_score":0.4330106,"about_ca_system_score_codex":0.0018555009,"about_ca_system_score_gemma":0.0068629235,"threshold_uncertainty_score":0.9999509},"labels":[],"label_agreement":null},{"id":"W7031295444","doi":"","title":"kinesis_2000_04_22","year":2000,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Diverse Applied Research Studies","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":"","score_opus":0.012766922919643304,"score_gpt":0.21951324042695325,"score_spread":0.20674631750730996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031295444","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031962702,0.0005965597,0.000006645818,0.00010403453,0.00014945772,0.00036048578,0.00042216934,0.00024084821,0.99492353],"genre_scores_gemma":[0.028057916,0.00851955,0.00017275172,0.000026212367,0.00019886576,6.890972e-7,0.000021591268,0.000095272604,0.96290714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983869,0.000108205895,0.00007285121,0.00039386548,0.00063765777,0.00040047456],"domain_scores_gemma":[0.9993704,0.000041386927,0.00011980917,0.0002511415,0.00005330775,0.00016393287],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017924552,0.00005332981,0.00035127884,0.00010042704,0.00045640787,0.00010190878,0.00065879425,0.00028948963,0.019411335],"category_scores_gemma":[0.000024267298,0.00022731262,0.00014906318,0.000364912,0.0013442866,0.000087978035,0.00015438096,0.00017007798,0.0005942771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019919144,0.000049634178,0.0002566099,0.000033846005,0.00006592165,0.00012033048,0.00031703056,1.1958771e-7,9.1461e-7,0.000005635479,0.7289283,0.27021962],"study_design_scores_gemma":[0.00033117458,0.000013770396,0.08693571,0.00019699338,0.000039115443,0.0000011880497,0.003632146,3.4391752e-7,9.325051e-9,0.00008575312,0.9085511,0.00021269429],"about_ca_topic_score_codex":0.77058214,"about_ca_topic_score_gemma":0.9337802,"teacher_disagreement_score":0.27000695,"about_ca_system_score_codex":0.00007227317,"about_ca_system_score_gemma":0.00022390284,"threshold_uncertainty_score":0.98148507},"labels":[],"label_agreement":null},{"id":"W7100629599","doi":"","title":"Acknowledgments","year":2001,"lang":"en","type":"article","venue":"","topic":"Diverse Applied Research Studies","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":"Salmonella; Watershed; Surface water; Sampling (signal processing); Escherichia coli; Significant difference","score_opus":0.07025229999158114,"score_gpt":0.40892483374432187,"score_spread":0.33867253375274076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100629599","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020536473,0.000024512094,0.00004699624,0.0014452805,0.00009095329,0.00006856396,1.6454008e-7,0.00006225646,0.9777248],"genre_scores_gemma":[0.76444143,0.0005604031,0.00017192739,0.0001470103,0.00014379641,0.000007675331,1.8356248e-7,0.0000018234293,0.23452577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948096,0.000022182074,0.000028239492,0.00006212422,0.00022311074,0.00018335706],"domain_scores_gemma":[0.99981284,0.000033299442,0.000004965705,0.00004647518,0.000043455184,0.00005896135],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022418972,0.000022120026,0.000030633706,0.000020590334,0.00032481243,0.000027813816,0.00011138391,0.000014405966,0.005134905],"category_scores_gemma":[0.000098585624,0.000018081886,0.000013520958,0.00014825675,0.00014119687,0.00006266883,0.0000530185,0.000027279102,0.0031627675],"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":[0.000008423099,0.00009632608,0.031542864,0.0000017864172,0.000033733366,0.00002209271,0.009344627,6.060134e-7,0.000088799876,0.5468642,0.3499834,0.062013097],"study_design_scores_gemma":[0.000063641884,0.0000034640616,0.0013738906,8.61639e-7,8.74934e-7,3.4922472e-8,0.0068142354,0.0000010150061,0.000020737352,0.0019043937,0.9897885,0.000028406776],"about_ca_topic_score_codex":0.0005180055,"about_ca_topic_score_gemma":0.0012073425,"teacher_disagreement_score":0.74390495,"about_ca_system_score_codex":0.000034251818,"about_ca_system_score_gemma":0.000029924737,"threshold_uncertainty_score":0.9976134},"labels":[],"label_agreement":null},{"id":"W7132903217","doi":"","title":"Grupo de Investigación Catálisis","year":2015,"lang":"es","type":"article","venue":"Repositorio Institucional UPTC","topic":"Diverse Applied Research Studies","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":"Kingdom; University education; Quarter (Canadian coin)","score_opus":0.0643951835492755,"score_gpt":0.351986947989794,"score_spread":0.28759176444051854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132903217","genre_codex":"other","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":[0.30541417,0.0018714274,0.00005806524,0.010352646,0.0067286096,0.000637419,0.00005685026,0.0002588736,0.67462194],"genre_scores_gemma":[0.9830464,0.0009495925,0.0011424047,0.000329951,0.005580883,0.00006985904,0.000012900519,0.000032414267,0.008835605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951993,0.0003600544,0.00044260838,0.0006364156,0.00235154,0.0010100596],"domain_scores_gemma":[0.9971672,0.00024706556,0.00020119068,0.00043739835,0.000655701,0.0012914013],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018218209,0.00034837335,0.00042791935,0.00020068021,0.0012362424,0.00064612157,0.0007899367,0.00033771739,0.000059144102],"category_scores_gemma":[0.0016581541,0.00034027203,0.0001931917,0.00087524956,0.0012321891,0.00050644286,0.0005478654,0.00053741,0.0009845454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000147336,0.00049198366,0.044024736,0.00010192665,0.00043609057,0.0006067117,0.02086684,0.00027230574,0.0007390862,0.7740524,0.15568687,0.002573712],"study_design_scores_gemma":[0.00073787326,0.00013625954,0.004424197,0.00013744374,0.00009432841,0.000025105082,0.0054914257,0.0000479702,0.00061657024,0.0037670555,0.98408073,0.00044102853],"about_ca_topic_score_codex":0.006659153,"about_ca_topic_score_gemma":0.0002541409,"teacher_disagreement_score":0.8283939,"about_ca_system_score_codex":0.0015021528,"about_ca_system_score_gemma":0.0036033466,"threshold_uncertainty_score":0.9999556},"labels":[],"label_agreement":null},{"id":"W7133065936","doi":"","title":"Diagnóstico y plan de acción para las microempresas Dericar, Delialas y Super Fresasconvenio Fundación Carvajal - Universidad Autónoma de Occidente","year":2009,"lang":"es","type":"article","venue":"Repositorio Digital Universidad Autonoma de Occidente","topic":"Diverse Applied Research Studies","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":"Plan (archaeology); Work (physics); Base (topology); Nova scotia","score_opus":0.01862436868320933,"score_gpt":0.28440892939618717,"score_spread":0.26578456071297785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133065936","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":[0.9056245,0.0009342248,0.00042436042,0.003063907,0.0012717213,0.0011496709,0.00033783418,0.0006202275,0.08657355],"genre_scores_gemma":[0.97957546,0.0012253256,0.00046826495,0.0003418946,0.0015142885,0.000017049866,0.00008275769,0.00011404965,0.016660886],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912509,0.00061963184,0.00096887164,0.0017731007,0.0017397067,0.0036478105],"domain_scores_gemma":[0.9947054,0.00091442664,0.0006584077,0.0011859739,0.000574854,0.0019609723],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007941056,0.0012529052,0.0013080547,0.0008474144,0.0024946549,0.0054649618,0.0026369235,0.00093317643,0.00016757396],"category_scores_gemma":[0.0005909397,0.0014955949,0.0010319869,0.0015736968,0.0013166107,0.003371724,0.0011573351,0.0013657977,0.00060663023],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002715856,0.0026586887,0.7541052,0.0002902368,0.003973606,0.025749698,0.03763465,0.00092922023,0.019086795,0.056961447,0.08176452,0.014130053],"study_design_scores_gemma":[0.005036074,0.0013726582,0.29549664,0.0007554787,0.0010936832,0.0005007738,0.035184715,0.0004386692,0.00563856,0.0016623407,0.6498894,0.0029309778],"about_ca_topic_score_codex":0.008972442,"about_ca_topic_score_gemma":0.00032133612,"teacher_disagreement_score":0.5681249,"about_ca_system_score_codex":0.0073523973,"about_ca_system_score_gemma":0.0039936937,"threshold_uncertainty_score":0.998804},"labels":[],"label_agreement":null}]}