{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"de13e6c40f23","filters":{"topic":"Diverse Applied Research Studies"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02551624127380908,"gpt":0.2903169141821879,"spread":0.2648006729083788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003019467,0.00007847745,0.0001149351,0.00008168435,0.0002501051,0.00007204982,0.0003209788,0.00002383265,0.0007371789],"category_scores_gemma":[0.0004199993,0.00006294468,0.0000229274,0.0005304177,0.0002759887,0.00005785844,0.0004130475,0.0001028466,0.000006098505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352091,"about_ca_system_score_gemma":0.00005989444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008025253,"about_ca_topic_score_gemma":0.002162485,"domain_scores_codex":[0.9980808,0.0005691226,0.0001813631,0.000207057,0.0007191412,0.0002424787],"domain_scores_gemma":[0.9990938,0.0005589807,0.00005750153,0.0001503712,0.0001035206,0.00003580657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008878869,0.0003020733,0.4624532,0.0003050556,0.0002370105,0.0004959779,0.06724622,0.0002183037,0.0001518824,0.4336333,0.01582942,0.01903873],"study_design_scores_gemma":[0.001477818,0.00005736438,0.3008783,0.0003979862,0.00005272858,0.000003620448,0.4955458,0.0005730902,0.0001830757,0.01113766,0.1893118,0.00038072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5736607,0.001345084,0.000742766,0.03133732,0.0003286121,0.002074387,0.00003306365,0.00005883972,0.3904192],"genre_scores_gemma":[0.9949294,0.0008654319,0.0009867079,0.0005247545,0.00005301389,0.00004293748,0.000006108396,0.00000521047,0.00258644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4282995,"threshold_uncertainty_score":0.8071592,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.05542607703775577,"gpt":0.3433260675416848,"spread":0.287899990503929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006581144,0.00005531215,0.0001047264,0.000401799,0.0003611158,0.00005767077,0.0006256045,0.00001368201,0.00001575346],"category_scores_gemma":[0.0005630984,0.00003558142,0.00004176523,0.006387261,0.0008629201,0.0001505712,0.0001031661,0.00008120015,0.00000141963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434627,"about_ca_system_score_gemma":0.00002992135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007441894,"about_ca_topic_score_gemma":0.0008007678,"domain_scores_codex":[0.9982721,0.0002507136,0.0001206829,0.0002326991,0.0008192576,0.0003044987],"domain_scores_gemma":[0.998713,0.001007744,0.00005609878,0.0001547859,0.00005319294,0.00001518225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191942,0.0004494263,0.8299081,0.0007349835,0.00009487174,0.00001592723,0.04233884,0.001858318,0.04977578,0.05580515,0.002003181,0.01689623],"study_design_scores_gemma":[0.0003789186,0.00002465778,0.9607508,0.00004946175,0.00001051613,1.021691e-7,0.03630635,0.000126002,0.001071447,0.0002457685,0.0009807544,0.00005525508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987516,0.00005665759,0.0006928064,0.005431301,0.0001507647,0.001052546,0.000001502081,0.000006320687,0.0050921],"genre_scores_gemma":[0.9992907,0.00008247371,0.0002008524,0.0002312651,0.00001656611,0.0001236901,2.109836e-7,0.000002217305,0.00005201548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308427,"threshold_uncertainty_score":0.3179465,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.05658052512243148,"gpt":0.3443039509963977,"spread":0.2877234258739662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001481196,0.00007936711,0.0001497451,0.00005638602,0.001066893,0.00008223098,0.0004853906,0.00002435193,0.0000237208],"category_scores_gemma":[0.00002588473,0.00005959142,0.00002135595,0.0002459305,0.003346886,0.0000732625,0.0002899932,0.00004814128,0.000002442283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004688667,"about_ca_system_score_gemma":0.00007823444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008615129,"about_ca_topic_score_gemma":0.0001262186,"domain_scores_codex":[0.9985533,0.00002683966,0.0001709951,0.0002985112,0.0006643875,0.000285977],"domain_scores_gemma":[0.9993414,0.0001666531,0.0001273049,0.0001796265,0.0001413035,0.00004368067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001311527,0.00007739959,0.001638838,0.00003798211,0.00004358049,7.070316e-7,0.02665417,0.00001961492,0.352661,0.6093746,0.00005381648,0.009307035],"study_design_scores_gemma":[0.003806326,0.001104282,0.07919417,0.0003681972,0.0001404885,2.624172e-7,0.4543428,0.00226127,0.1312237,0.3131679,0.0136398,0.0007507664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904326,0.00003372429,0.002657272,0.0001157329,0.00003009087,0.0008924365,0.00001826332,0.00001708326,0.1058028],"genre_scores_gemma":[0.9990337,0.000007818302,0.0004823374,0.0000610898,0.00004615727,0.00007850576,0.00000151946,0.000004068143,0.0002847378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4276887,"threshold_uncertainty_score":0.9993654,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stuart Olson (Canada)","funders":"","keywords":"Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01500707173534148,"gpt":0.3674667161376892,"spread":0.3524596444023477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.009349252,0.002017667,0.002413494,0.003814198,0.005312083,0.003123754,0.004669145,0.002008015,0.003585459],"category_scores_gemma":[0.01068482,0.002106071,0.0008060354,0.01853031,0.007986731,0.001997796,0.004539322,0.002127616,0.005177516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004104087,"about_ca_system_score_gemma":0.004239535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473835,"about_ca_topic_score_gemma":0.0008197585,"domain_scores_codex":[0.9798353,0.004520626,0.002095317,0.00372855,0.004217486,0.005602684],"domain_scores_gemma":[0.9857184,0.003560826,0.001261289,0.002773587,0.003804976,0.002880956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001198443,0.002963038,0.5529633,0.0006784555,0.003205857,0.001191837,0.06179693,0.00005592772,0.03588822,0.1105975,0.2208565,0.008603964],"study_design_scores_gemma":[0.01695401,0.00212321,0.0958301,0.001225492,0.002421764,0.000573408,0.08575485,0.001992579,0.1088006,0.02288315,0.653642,0.007798905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847675,0.005292335,0.002548024,0.01532146,0.00308636,0.005490987,0.001074554,0.001951076,0.08046769],"genre_scores_gemma":[0.9712078,0.01351267,0.001274949,0.001508587,0.004025055,0.0002731761,0.0001187601,0.0004784121,0.007600613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4571332,"threshold_uncertainty_score":0.999719,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02973862104303517,"gpt":0.3467448125100819,"spread":0.3170061914670467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00088216,0.0005827188,0.0006390213,0.0003563241,0.002060597,0.0009054025,0.002016403,0.0004207825,0.0009319239],"category_scores_gemma":[0.001897752,0.0005771035,0.0002898383,0.0013825,0.005258792,0.002167004,0.001523367,0.0006132407,0.003710089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344243,"about_ca_system_score_gemma":0.001801314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003060427,"about_ca_topic_score_gemma":0.002022545,"domain_scores_codex":[0.9940476,0.0003062478,0.0005051206,0.001196082,0.002074674,0.001870225],"domain_scores_gemma":[0.9967589,0.0007870161,0.0003238571,0.00063501,0.0007300227,0.000765155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008146926,0.001541775,0.2036517,0.0002773423,0.001547114,0.001097455,0.2627166,0.00002596451,0.01354463,0.3104499,0.1520169,0.05231584],"study_design_scores_gemma":[0.002187558,0.001151863,0.1397596,0.000259201,0.0001356629,0.00001110405,0.07774168,0.0001008185,0.004618572,0.003075493,0.769094,0.001864358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7112147,0.0003252888,0.00005339428,0.0005389561,0.001080493,0.0005783069,0.0004291892,0.0001826212,0.2855971],"genre_scores_gemma":[0.9862758,0.0006289674,0.00009291855,0.0003431899,0.001449336,0.00001550535,0.00001704001,0.00004252111,0.01113473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6170771,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Allusion; Theme (computing); Art; Symbol (formal); Humanities; Style (visual arts); Fantasy; Art history; Philosophy; Literature","retraction":null,"screen_n_in":null,"score":{"opus":0.01782319586944883,"gpt":0.2900219029694213,"spread":0.2721987070999724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005459982,0.0000439594,0.00008912891,0.00006646601,0.0009786789,0.00004474224,0.0003454715,0.00003450918,0.00005209248],"category_scores_gemma":[0.0005715144,0.00003335651,0.00002225803,0.0007195793,0.002407471,0.0001223899,0.00003887229,0.00006246943,0.0000018877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044635,"about_ca_system_score_gemma":0.0009173614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631331,"about_ca_topic_score_gemma":0.01648669,"domain_scores_codex":[0.9989968,0.00005024235,0.00008352528,0.0001219544,0.000456826,0.0002906752],"domain_scores_gemma":[0.9994751,0.00003070248,0.0000655541,0.00007355214,0.000148238,0.0002068584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001118372,0.00003005291,0.02288748,0.00001992396,0.00001548069,0.000002506251,0.0782202,3.012318e-7,0.04445818,0.8005703,0.006003854,0.04778054],"study_design_scores_gemma":[0.0000968789,0.00002035975,0.9606425,0.00001530931,0.000008995561,1.355704e-7,0.01248347,0.000004226945,0.001070887,0.001635466,0.02392385,0.00009791873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6719109,0.00005969732,0.00001595323,0.007220283,0.0002226729,0.0003809328,0.00009920099,0.00001136953,0.3200789],"genre_scores_gemma":[0.99871,0.00003403466,0.00001259144,0.000422117,0.00008202068,0.000001657014,6.14006e-7,0.000001370977,0.0007355758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.937755,"threshold_uncertainty_score":0.9902372,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","retraction":null,"screen_n_in":0,"score":{"opus":0.0127669229196433,"gpt":0.2195132404269532,"spread":0.20674631750731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001792455,0.00005332981,0.0003512788,0.000100427,0.0004564079,0.0001019088,0.0006587942,0.0002894896,0.01941133],"category_scores_gemma":[0.0000242673,0.0002273126,0.0001490632,0.000364912,0.001344287,0.00008797803,0.000154381,0.000170078,0.0005942771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007227317,"about_ca_system_score_gemma":0.0002239028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7705821,"about_ca_topic_score_gemma":0.9337802,"domain_scores_codex":[0.9983869,0.0001082059,0.00007285121,0.0003938655,0.0006376578,0.0004004746],"domain_scores_gemma":[0.9993704,0.00004138693,0.0001198092,0.0002511415,0.00005330775,0.0001639329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001991914,0.00004963418,0.0002566099,0.000033846,0.00006592165,0.0001203305,0.0003170306,1.195877e-7,9.1461e-7,0.000005635479,0.7289283,0.2702196],"study_design_scores_gemma":[0.0003311746,0.0000137704,0.08693571,0.0001969934,0.00003911544,0.00000118805,0.003632146,3.439175e-7,9.325051e-9,0.00008575312,0.9085511,0.0002126943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00319627,0.0005965597,0.000006645818,0.0001040345,0.0001494577,0.0003604858,0.0004221693,0.0002408482,0.9949235],"genre_scores_gemma":[0.02805792,0.00851955,0.0001727517,0.00002621237,0.0001988658,6.890972e-7,0.00002159127,0.0000952726,0.9629071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.270007,"threshold_uncertainty_score":0.9814851,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cultural environment; Population; Validation test; Conscience","retraction":null,"screen_n_in":null,"score":{"opus":0.01523531751112583,"gpt":0.2301415513242611,"spread":0.2149062338131353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.001236267,0.001350312,0.001476723,0.0008414711,0.005456233,0.0004427345,0.004176038,0.001059692,0.0007505472],"category_scores_gemma":[0.0005699143,0.001535943,0.000708351,0.003711718,0.007180956,0.001240318,0.002036367,0.001574933,0.0003590579],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00372804,"about_ca_system_score_gemma":0.005962659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2169698,"about_ca_topic_score_gemma":0.09610277,"domain_scores_codex":[0.9912878,0.0009577138,0.0004688075,0.00211861,0.001998877,0.003168188],"domain_scores_gemma":[0.9950348,0.0008383279,0.0007547573,0.0007779798,0.0006778599,0.001916304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001108364,0.001095999,0.0569521,0.002255188,0.002123056,0.008538558,0.7394143,0.0004794005,0.06789393,0.0588843,0.01569089,0.04556388],"study_design_scores_gemma":[0.007641136,0.001302749,0.03274035,0.003112379,0.002940449,0.0002451797,0.3398535,0.002309989,0.02228097,0.003418101,0.5794019,0.004753294],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5286897,0.02723784,0.004722629,0.01631622,0.001140198,0.003844225,0.0007485663,0.001406763,0.4158938],"genre_scores_gemma":[0.6510453,0.04377473,0.009370629,0.0004942482,0.0006779452,0.00003513605,0.00004439725,0.0003624039,0.2941953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.563711,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01382093980764501,"gpt":0.2813404748159212,"spread":0.2675195350082761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.00162502,0.001328887,0.001362202,0.0007059664,0.002084811,0.0006667096,0.001904056,0.001543441,0.001878773],"category_scores_gemma":[0.0006708826,0.001399594,0.0009135486,0.0002426247,0.005085768,0.0004037466,0.0007997901,0.001962344,0.001236727],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00306487,"about_ca_system_score_gemma":0.006962401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281016,"about_ca_topic_score_gemma":0.001326302,"domain_scores_codex":[0.9924126,0.0006396682,0.0007848451,0.001544033,0.002505823,0.002113083],"domain_scores_gemma":[0.9933861,0.003330012,0.000601558,0.0008303321,0.0007323091,0.001119719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009378677,0.0001670212,0.00186781,0.0001985722,0.0009273374,0.0006824735,0.009818659,0.00006297378,0.001380092,0.9801397,0.001814384,0.002003139],"study_design_scores_gemma":[0.003570168,0.0008256947,0.006380177,0.001908608,0.0008493069,0.00003579486,0.0370825,0.00006516955,0.0004579655,0.07794702,0.8680573,0.002820275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1202522,0.0001905663,0.0001084902,0.0005692872,0.0001779499,0.001303617,0.0006950423,0.0002047182,0.8764981],"genre_scores_gemma":[0.7075494,0.000379652,0.0003703675,0.0002452912,0.0003369938,0.0000274117,0.00005158237,0.0001311655,0.2909082],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9021927,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Physics; Psychology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01708631065914797,"gpt":0.3629464673161585,"spread":0.3458601566570106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004185196,0.000360472,0.0005440639,0.0002583275,0.002463873,0.0004334784,0.001256478,0.0001476989,0.003152755],"category_scores_gemma":[0.0008697758,0.0003816579,0.0002847594,0.001466446,0.0005939128,0.0002475906,0.001968356,0.00095602,0.0006004779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910527,"about_ca_system_score_gemma":0.00143245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005561,"about_ca_topic_score_gemma":0.00008387412,"domain_scores_codex":[0.9927824,0.003302264,0.0003386904,0.000703882,0.001776484,0.001096266],"domain_scores_gemma":[0.997063,0.001710189,0.0001870599,0.0005163334,0.0001590398,0.0003643235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002232817,0.0007400867,0.1457587,0.0004471903,0.001369867,0.000883107,0.07227328,0.0004121281,0.0003448855,0.4978443,0.2402062,0.03949696],"study_design_scores_gemma":[0.0006836609,0.0001249973,0.04733202,0.00010889,0.0002116187,0.000006305844,0.055629,0.00006878785,0.000005396748,0.0003949579,0.8949831,0.0004512887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7076057,0.009036721,0.00005156016,0.02086335,0.0005180947,0.002229618,0.0004505567,0.0003047084,0.2589397],"genre_scores_gemma":[0.9699792,0.01341028,0.0002180824,0.0002894452,0.0004065359,0.0000941967,0.000009800548,0.00005157162,0.01554084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6547768,"threshold_uncertainty_score":0.9998635,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Structural equation modeling; Philosophy; Mathematics; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.05598570719952314,"gpt":0.3273861792042742,"spread":0.2714004720047511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001226301,0.0008748096,0.001098734,0.0002637386,0.001567938,0.001313944,0.001392098,0.0005993922,0.0002359741],"category_scores_gemma":[0.001234066,0.0007704604,0.0002425171,0.002493498,0.001281947,0.001110757,0.0006970559,0.001588312,0.0001889873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007500433,"about_ca_system_score_gemma":0.001153157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000822966,"about_ca_topic_score_gemma":0.00004274764,"domain_scores_codex":[0.9931259,0.000774033,0.001092198,0.001335099,0.001788331,0.001884434],"domain_scores_gemma":[0.9967447,0.0003726818,0.0006254948,0.0005881194,0.0008870572,0.0007819312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002726673,0.0001275731,0.02248124,0.002222044,0.001406422,0.0003116569,0.03838509,0.02525409,0.02064875,0.8483718,0.006347584,0.03171709],"study_design_scores_gemma":[0.005080222,0.00114808,0.002892328,0.001994698,0.0009396263,0.00008455842,0.03211232,0.8758018,0.002715706,0.01396372,0.05903051,0.004236443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526011,0.001559022,0.01004419,0.02998779,0.0001765001,0.001637755,0.0002020082,0.0004794593,0.003312191],"genre_scores_gemma":[0.986818,0.003209959,0.00682009,0.001659904,0.001104566,0.00007463222,0.00009501238,0.0001210175,0.00009682703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8505477,"threshold_uncertainty_score":0.9997319,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01438420855423829,"gpt":0.3659005990166356,"spread":0.3515163904623974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004736508,0.0007157863,0.000912879,0.0002952169,0.001480618,0.0004654483,0.001254478,0.001435086,0.002190664],"category_scores_gemma":[0.004338576,0.0006885604,0.0003049567,0.001052351,0.0008528399,0.0003122915,0.0003868822,0.001666421,0.0002730078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350354,"about_ca_system_score_gemma":0.005240249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017581,"about_ca_topic_score_gemma":0.007819653,"domain_scores_codex":[0.9922102,0.002190967,0.0006151683,0.001242837,0.002042073,0.001698743],"domain_scores_gemma":[0.9949423,0.002698649,0.0003511027,0.0005703479,0.0007785198,0.0006590791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001458632,0.002686401,0.0818571,0.007762414,0.004000892,0.002335682,0.5215468,0.0006628836,0.01946562,0.2227346,0.05948887,0.07600017],"study_design_scores_gemma":[0.003127075,0.0002341384,0.05736139,0.002620359,0.001296046,0.00004797046,0.7292182,0.0006432852,0.1135117,0.02194753,0.06711248,0.002879829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914462,0.0007464241,0.0004905903,0.003182568,0.0008090494,0.001900302,0.0001283433,0.0002844402,0.1010121],"genre_scores_gemma":[0.9606739,0.00157067,0.0009188985,0.0004162367,0.001208063,0.001474002,0.0003886115,0.00009934264,0.03325026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2076714,"threshold_uncertainty_score":0.9998612,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Salmonella; Watershed; Surface water; Sampling (signal processing); Escherichia coli; Significant difference","retraction":null,"screen_n_in":null,"score":{"opus":0.07025229999158114,"gpt":0.4089248337443219,"spread":0.3386725337527408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002241897,0.00002212003,0.00003063371,0.00002059033,0.0003248124,0.00002781382,0.0001113839,0.00001440597,0.005134905],"category_scores_gemma":[0.00009858562,0.00001808189,0.00001352096,0.0001482567,0.0001411969,0.00006266883,0.0000530185,0.0000272791,0.003162768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003425182,"about_ca_system_score_gemma":0.00002992474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005180055,"about_ca_topic_score_gemma":0.001207342,"domain_scores_codex":[0.999481,0.00002218207,0.00002823949,0.00006212422,0.0002231107,0.0001833571],"domain_scores_gemma":[0.9998128,0.00003329944,0.000004965705,0.00004647518,0.00004345518,0.00005896135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008423099,0.00009632608,0.03154286,0.000001786417,0.00003373337,0.00002209271,0.009344627,6.060134e-7,0.00008879988,0.5468642,0.3499834,0.0620131],"study_design_scores_gemma":[0.00006364188,0.000003464062,0.001373891,8.61639e-7,8.74934e-7,3.492247e-8,0.006814235,0.000001015006,0.00002073735,0.001904394,0.9897885,0.00002840678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02053647,0.00002451209,0.00004699624,0.001445281,0.00009095329,0.00006856396,1.645401e-7,0.00006225646,0.9777248],"genre_scores_gemma":[0.7644414,0.0005604031,0.0001719274,0.0001470103,0.0001437964,0.000007675331,1.835625e-7,0.000001823429,0.2345258],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7439049,"threshold_uncertainty_score":0.9976134,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Development Research Centre","funders":"","keywords":"Stock exchange; Market liquidity; Business; Finance; Financial sector; Stock (firearms)","retraction":null,"screen_n_in":null,"score":{"opus":0.06372337857198482,"gpt":0.3960205903758947,"spread":0.3322972118039098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006686557,0.00008718469,0.00013609,0.0001829053,0.002007991,0.0007282116,0.001456121,0.0000166514,0.0002494962],"category_scores_gemma":[0.001473199,0.00004462277,0.00002879036,0.003671092,0.008718663,0.000535274,0.0001075389,0.0004672138,0.00004769461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770032,"about_ca_system_score_gemma":0.001375994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003359093,"about_ca_topic_score_gemma":0.01585448,"domain_scores_codex":[0.9969688,0.0006242301,0.0001763184,0.0001904059,0.001459443,0.0005808112],"domain_scores_gemma":[0.9989187,0.000509337,0.000135472,0.0001450811,0.0002329022,0.00005851056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005563851,0.0001769529,0.01237503,0.000003252335,0.000005574957,0.0001080587,0.8281765,0.00004289718,0.0007729729,0.08691078,0.02026994,0.0511024],"study_design_scores_gemma":[0.0002867289,0.000511361,0.2945848,0.00002906346,0.000003303124,0.000006933625,0.6165445,0.0001229794,0.0000269654,0.002750859,0.08494876,0.0001836457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8071709,0.00004385197,0.0000809969,0.005855818,0.0002002827,0.0003498576,0.000003840048,0.000008208357,0.1862863],"genre_scores_gemma":[0.9977067,0.0001342072,0.0002809279,0.001041379,0.0005248288,0.00002148025,5.54437e-8,0.000002385333,0.000288025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2822098,"threshold_uncertainty_score":0.9992912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.0531495457038166,"gpt":0.3562368322151265,"spread":0.30308728651131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003673421,0.00004004664,0.00004440963,0.00006157994,0.0004048954,0.00006918307,0.0001044955,0.00002734347,0.0009945781],"category_scores_gemma":[0.000140918,0.00003425028,0.00001967619,0.0002816913,0.0001798334,0.00005340667,0.00001612593,0.0000389987,0.000576278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006219886,"about_ca_system_score_gemma":0.00006474084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194641,"about_ca_topic_score_gemma":0.001663905,"domain_scores_codex":[0.9991566,0.00005135902,0.00007980498,0.0001054498,0.0004281339,0.0001786676],"domain_scores_gemma":[0.9996875,0.0001443459,0.00001759079,0.00006441767,0.00005598351,0.00003016033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004274853,0.00005919812,0.0002114359,0.000001427955,0.000001289605,0.000001403318,0.0002843604,0.001579761,0.00004382505,0.9734937,0.006085525,0.0182338],"study_design_scores_gemma":[0.0002291174,0.0002209792,0.01182188,0.00005260641,0.00002144364,8.150862e-8,0.02863881,0.1589036,0.0235665,0.5530674,0.2226083,0.0008691834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004252889,0.000003005974,0.02773855,0.003464023,0.0001001762,0.0001828508,0.000001441881,0.0001985414,0.9640585],"genre_scores_gemma":[0.9960943,0.000003718793,0.001037237,0.0001383929,0.0001482772,0.00001079159,0.000002241539,0.000002708123,0.00256228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9918414,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Kingdom; University education; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.0643951835492755,"gpt":0.351986947989794,"spread":0.2875917644405185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001821821,0.0003483733,0.0004279194,0.0002006802,0.001236242,0.0006461216,0.0007899367,0.0003377174,0.0000591441],"category_scores_gemma":[0.001658154,0.000340272,0.0001931917,0.0008752496,0.001232189,0.0005064429,0.0005478654,0.00053741,0.0009845454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502153,"about_ca_system_score_gemma":0.003603347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006659153,"about_ca_topic_score_gemma":0.0002541409,"domain_scores_codex":[0.9951993,0.0003600544,0.0004426084,0.0006364156,0.00235154,0.00101006],"domain_scores_gemma":[0.9971672,0.0002470656,0.0002011907,0.0004373984,0.000655701,0.001291401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000147336,0.0004919837,0.04402474,0.0001019266,0.0004360906,0.0006067117,0.02086684,0.0002723057,0.0007390862,0.7740524,0.1556869,0.002573712],"study_design_scores_gemma":[0.0007378733,0.0001362595,0.004424197,0.0001374437,0.00009432841,0.00002510508,0.005491426,0.0000479702,0.0006165702,0.003767055,0.9840807,0.0004410285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3054142,0.001871427,0.00005806524,0.01035265,0.00672861,0.000637419,0.00005685026,0.0002588736,0.6746219],"genre_scores_gemma":[0.9830464,0.0009495925,0.001142405,0.000329951,0.005580883,0.00006985904,0.00001290052,0.00003241427,0.008835605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8283939,"threshold_uncertainty_score":0.9999556,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Work (physics); Base (topology); Nova scotia","retraction":null,"screen_n_in":null,"score":{"opus":0.01862436868320933,"gpt":0.2844089293961872,"spread":0.2657845607129778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007941056,0.001252905,0.001308055,0.0008474144,0.002494655,0.005464962,0.002636923,0.0009331764,0.000167574],"category_scores_gemma":[0.0005909397,0.001495595,0.001031987,0.001573697,0.001316611,0.003371724,0.001157335,0.001365798,0.0006066302],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007352397,"about_ca_system_score_gemma":0.003993694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008972442,"about_ca_topic_score_gemma":0.0003213361,"domain_scores_codex":[0.9912509,0.0006196318,0.0009688716,0.001773101,0.001739707,0.003647811],"domain_scores_gemma":[0.9947054,0.0009144266,0.0006584077,0.001185974,0.000574854,0.001960972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002715856,0.002658689,0.7541052,0.0002902368,0.003973606,0.0257497,0.03763465,0.0009292202,0.01908679,0.05696145,0.08176452,0.01413005],"study_design_scores_gemma":[0.005036074,0.001372658,0.2954966,0.0007554787,0.001093683,0.0005007738,0.03518471,0.0004386692,0.00563856,0.001662341,0.6498894,0.002930978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056245,0.0009342248,0.0004243604,0.003063907,0.001271721,0.001149671,0.0003378342,0.0006202275,0.08657355],"genre_scores_gemma":[0.9795755,0.001225326,0.0004682649,0.0003418946,0.001514288,0.00001704987,0.00008275769,0.0001140497,0.01666089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5681249,"threshold_uncertainty_score":0.998804,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Persona; Limiting; Latin Americans; Human being","retraction":null,"screen_n_in":null,"score":{"opus":0.02650860369442679,"gpt":0.3023944620321606,"spread":0.2758858583377338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005190049,0.000481928,0.0006100511,0.00009696343,0.0009080187,0.000217763,0.001394008,0.0002442499,0.006994416],"category_scores_gemma":[0.0002693444,0.0004754131,0.0002262453,0.0008919838,0.002308507,0.001996604,0.0006726037,0.0004753866,0.0004475413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169054,"about_ca_system_score_gemma":0.001589491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2447622,"about_ca_topic_score_gemma":0.001939478,"domain_scores_codex":[0.9956965,0.0004074139,0.000421641,0.0007880031,0.0008783737,0.001808044],"domain_scores_gemma":[0.9978451,0.0003214716,0.0003122064,0.0005448235,0.00006973282,0.000906694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003518441,0.001052936,0.6930315,0.000158332,0.0005300906,0.0006394804,0.063671,0.000004154092,0.00006644837,0.01268898,0.09737787,0.1304273],"study_design_scores_gemma":[0.0007356157,0.001020614,0.8057929,0.0002444192,0.0002098898,0.000006036251,0.1167968,0.0000265376,0.0006799155,0.000767631,0.07259821,0.001121412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5539572,0.003943872,0.00006634148,0.001859051,0.0002663061,0.000730044,0.0000393878,0.0003742421,0.4387635],"genre_scores_gemma":[0.9665722,0.02045112,0.004420616,0.00105321,0.000698204,0.0001719559,0.000007574589,0.00008342913,0.006541698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4322219,"threshold_uncertainty_score":0.9997697,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Population; Quality (philosophy); Quarter (Canadian coin); Reliability (semiconductor); Production (economics); Scale (ratio)","retraction":null,"screen_n_in":null,"score":{"opus":0.01078549214488657,"gpt":0.370113713954158,"spread":0.3593282218092715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006789667,0.0007934062,0.0009690871,0.0003845154,0.001349213,0.0006290755,0.00214967,0.001740578,0.0002355707],"category_scores_gemma":[0.008981515,0.0007725768,0.0003740963,0.0003001019,0.001027142,0.0003693659,0.0004777194,0.002097254,0.0001087261],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855501,"about_ca_system_score_gemma":0.006862924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02789433,"about_ca_topic_score_gemma":0.001766057,"domain_scores_codex":[0.9875406,0.007533977,0.0006042619,0.001110695,0.001581963,0.001628507],"domain_scores_gemma":[0.9899493,0.007641006,0.0005858875,0.000852991,0.0003369146,0.0006338884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001003186,0.002322256,0.1818309,0.002052279,0.003113551,0.002568739,0.4261429,0.0002102067,0.02483772,0.1256064,0.1684861,0.06182583],"study_design_scores_gemma":[0.002890127,0.000140964,0.3221883,0.002955564,0.001010231,0.00006061936,0.04185533,0.0000794243,0.01359189,0.01482119,0.5980881,0.002318308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4983979,0.002871935,0.00008040849,0.001430222,0.0004061497,0.002092338,0.0005383323,0.0004515892,0.4937312],"genre_scores_gemma":[0.9211849,0.01287715,0.002254031,0.00005660369,0.001467491,0.0006340756,0.0006055938,0.0001995847,0.06072056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4330106,"threshold_uncertainty_score":0.9999509,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Portfolio; Theme (computing); Control (management); George (robot); Information system","retraction":null,"screen_n_in":null,"score":{"opus":0.1607890939432194,"gpt":0.372683653811877,"spread":0.2118945598686576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.006195194,0.0004115722,0.0005819845,0.001372052,0.00568985,0.0002123373,0.001799175,0.0003490386,0.002556207],"category_scores_gemma":[0.001493956,0.0004825682,0.0003504845,0.002602877,0.004084173,0.00262752,0.001700836,0.001363351,0.0007950902],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006554648,"about_ca_system_score_gemma":0.005496031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04535914,"about_ca_topic_score_gemma":0.006261047,"domain_scores_codex":[0.9895736,0.001566292,0.0002234875,0.0008572353,0.005304563,0.002474833],"domain_scores_gemma":[0.9935313,0.001106003,0.0002171133,0.0005820503,0.003010115,0.00155342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001851381,0.003554152,0.1476202,0.0002196661,0.001966645,0.001451407,0.1036306,0.00006987483,0.001233286,0.4765417,0.2462706,0.01559045],"study_design_scores_gemma":[0.001064414,0.00009710826,0.01348312,0.00005728686,0.00006288081,0.000003079857,0.1312893,0.00002539018,0.0001451002,0.0006203307,0.8526621,0.0004898207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2472269,0.00005377418,0.0004595926,0.003091821,0.0001985865,0.001399003,0.000430707,0.0002476307,0.746892],"genre_scores_gemma":[0.921288,0.001877177,0.0007924961,0.00006304462,0.0002836804,0.000002320737,0.00007695442,0.0000269361,0.0755894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6740611,"threshold_uncertainty_score":0.9999829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}