{"meta":{"query_hash":"81b47e1d249b","filters":{"topic":"Educational Management and Quality"},"cohort_total":17,"direct_labels_cover":0,"predictions_cover":17,"exported":17,"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/81b47e1d249b","api":"https://metacan.xera.ac/api/v1/cohort?topic=Educational+Management+and+Quality"},"results":[{"id":"W1861835125","doi":"10.5430/wje.v5n6p14","title":"Effects of ICT Integration in Management of Private Secondary Schools in Nairobi County, Kenya: Policy Options and Practices","year":2015,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Educational Management and Quality","field":"Computer Science","cited_by":8,"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":"Information and Communications Technology; Business; Curriculum; Government (linguistics); Private sector; Financial management; Public relations; Economic growth; Finance; Economics; Political science","score_opus":0.028679709311545985,"score_gpt":0.35544392471414094,"score_spread":0.3267642154025949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1861835125","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":[0.9819702,0.001238824,0.0038382001,0.0089427475,0.00066036195,0.00030390895,5.9372115e-7,0.0000041296407,0.0030410218],"genre_scores_gemma":[0.9757996,0.0003003094,0.023435827,0.000082225735,0.00007582489,0.000009387228,0.0000021028907,0.0000029711998,0.0002917233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989281,0.00016070224,0.00048854103,0.00010523709,0.00023489898,0.00008249047],"domain_scores_gemma":[0.99848247,0.00013531143,0.000977729,0.0001391574,0.00021044594,0.000054873708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012896296,0.000068492314,0.00014607054,0.0008435371,0.000016119162,0.000044669177,0.00025332035,0.000018535397,0.000002631101],"category_scores_gemma":[0.00023056983,0.00006391797,0.000024698937,0.00086075853,0.00002501092,0.0011004902,0.00006472236,0.00017187111,0.0000010419861],"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":[0.00006594937,0.001696163,0.06344662,0.0007556205,0.000058030215,0.0000037257391,0.004894884,0.00022415994,0.0009519349,0.8600209,0.0029641818,0.064917855],"study_design_scores_gemma":[0.0008734511,0.00011928566,0.94012403,0.001099366,0.000026836533,0.000008206236,0.002090325,0.00022134565,0.0010112431,0.05190702,0.0024128677,0.00010600114],"about_ca_topic_score_codex":0.00016933083,"about_ca_topic_score_gemma":0.000091788075,"teacher_disagreement_score":0.87667745,"about_ca_system_score_codex":0.0001711266,"about_ca_system_score_gemma":0.00052813377,"threshold_uncertainty_score":0.26064992},"labels":[],"label_agreement":null},{"id":"W2011923172","doi":"10.5539/ies.v4n1p134","title":"Task Structure as moderator of College Principals’ leadership behavior and their subordinates’ outcomes","year":2011,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Management and Quality","field":"Computer Science","cited_by":8,"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":"Psychology; Moderation; Social psychology; Job satisfaction; Task (project management); Scale (ratio); Path analysis (statistics); Applied psychology; Test (biology); Leadership style; Management; Statistics","score_opus":0.1910138653908752,"score_gpt":0.3825178222416564,"score_spread":0.19150395685078123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011923172","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":[0.9893554,0.0008154911,0.0006432954,0.0042522023,0.0026104497,0.00020255146,0.0000316905,0.000041002964,0.0020479069],"genre_scores_gemma":[0.9913994,0.000046506397,0.0054306597,0.00070654415,0.00005845723,0.00007646301,0.000008230472,0.00000549878,0.0022682506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991049,0.00004338609,0.00026525138,0.00025960008,0.0002154792,0.00011139078],"domain_scores_gemma":[0.99852455,0.00012021787,0.0001708766,0.00021978418,0.0009208587,0.000043744792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016974652,0.00013326309,0.00016795054,0.0001606618,0.00008766931,0.000032421616,0.00043984732,0.000031974352,0.000053662294],"category_scores_gemma":[0.00022373824,0.00010514114,0.00004418234,0.00014008679,0.00010555625,0.0004179356,0.00019310953,0.00006571052,0.000007578956],"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":[0.000012797911,0.000520394,0.20884071,0.00006528314,0.00034406787,7.962097e-7,0.023984166,8.879954e-7,0.00030701578,0.75475293,0.0021277394,0.009043195],"study_design_scores_gemma":[0.00035538664,0.0000698916,0.8514515,0.00006852425,0.00003674071,0.000011476264,0.02649013,0.000075043885,0.0056275707,0.1107245,0.0047658966,0.00032330764],"about_ca_topic_score_codex":0.000074082986,"about_ca_topic_score_gemma":0.000025295492,"teacher_disagreement_score":0.6440284,"about_ca_system_score_codex":0.000054834894,"about_ca_system_score_gemma":0.00012979562,"threshold_uncertainty_score":0.4287531},"labels":[],"label_agreement":null},{"id":"W2102340350","doi":"10.5539/ass.v11n4p371","title":"Use of Structural Equation Modeling in Social Science Research","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Management and Quality","field":"Computer Science","cited_by":38,"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":"Structural equation modeling; Interpretation (philosophy); Computer science; Statistical analysis; Management science; Data science; Psychology; Mathematics; Statistics; Machine learning; Engineering","score_opus":0.48452278755252065,"score_gpt":0.47927042049556934,"score_spread":0.0052523670569513126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102340350","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":[0.84483564,0.000012188208,0.038344428,0.0056182197,0.0006955929,0.00032408928,0.000001752873,0.000055524633,0.11011259],"genre_scores_gemma":[0.9942884,3.2685787e-7,0.005450028,0.00005959952,0.00013901989,0.000005385726,5.8371785e-7,0.0000021712704,0.000054518954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99661124,0.00014717694,0.00023729613,0.0004243949,0.002097605,0.00048226878],"domain_scores_gemma":[0.99869823,0.00005682906,0.0000810116,0.00020194086,0.0008537442,0.00010821149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00694436,0.000065788954,0.000099492914,0.00050648965,0.0008942167,0.00042310765,0.0016356136,0.000032630393,0.00000239773],"category_scores_gemma":[0.00077938265,0.00006550179,0.000023445502,0.0056659556,0.001498744,0.0034180523,0.00059838564,0.00015830735,0.000008516113],"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":[0.0000031754448,0.00002351356,0.0020157993,0.000003640304,5.958437e-7,4.736419e-7,0.019378657,0.000040364135,0.0008790989,0.93887407,0.00008776436,0.038692854],"study_design_scores_gemma":[0.00033035758,0.00006647147,0.21289027,0.000018517772,0.0000021962728,8.622111e-7,0.009693138,0.36369666,0.0009020883,0.41190764,0.00017598314,0.0003157918],"about_ca_topic_score_codex":0.00032900923,"about_ca_topic_score_gemma":0.000018664301,"teacher_disagreement_score":0.5269664,"about_ca_system_score_codex":0.00041658065,"about_ca_system_score_gemma":0.0013421,"threshold_uncertainty_score":0.6877682},"labels":[],"label_agreement":null},{"id":"W2110128594","doi":"10.5539/jel.v4n3p45","title":"Trends in Selecting Undergraduate Business Majors &amp; International Enrollment &amp; Expected Salaries","year":2015,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Educational Management and Quality","field":"Computer Science","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":"Sample (material); Analytics; International business; Mathematics education; Graduate students; Higher education; Marketing; Political science; Sociology; Psychology; Management; Computer science; Business; Pedagogy; Economics; Data science","score_opus":0.0527236355475264,"score_gpt":0.3444542167030321,"score_spread":0.2917305811555057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110128594","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":[0.9373745,0.00033554723,0.025913497,0.029655945,0.002260394,0.00003506842,8.565432e-8,0.00002243892,0.004402573],"genre_scores_gemma":[0.9743189,0.000030184168,0.01963886,0.00018933654,0.0002788211,0.0000024244569,0.000008929447,0.0000043671525,0.0055281455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989805,0.00018126257,0.00032292114,0.0001220778,0.00028680067,0.000106439074],"domain_scores_gemma":[0.9989536,0.000097421216,0.00033607954,0.00007943562,0.00044502254,0.00008845238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010577006,0.0000755039,0.0001098382,0.00055902917,0.00008313275,0.00021906554,0.000219527,0.000025354448,0.00002893576],"category_scores_gemma":[0.0005704881,0.00006984483,0.00002683234,0.0006579485,0.00001705072,0.00062364375,0.000057047593,0.00025167473,0.0000062606446],"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":[0.00009376643,0.0013226506,0.5554269,0.0000453068,0.0001532633,0.000005170434,0.07925496,0.0045952937,0.00044733656,0.063287936,0.031350285,0.2640171],"study_design_scores_gemma":[0.001074386,0.000066993234,0.6800862,0.00014709219,0.000017575328,0.00014403289,0.009747023,0.0007249895,0.000019585976,0.011553011,0.29612768,0.00029143575],"about_ca_topic_score_codex":0.00007243264,"about_ca_topic_score_gemma":0.00005711698,"teacher_disagreement_score":0.2647774,"about_ca_system_score_codex":0.00012996221,"about_ca_system_score_gemma":0.00028593186,"threshold_uncertainty_score":0.28481895},"labels":[],"label_agreement":null},{"id":"W2136554457","doi":"10.3968/j.css.1923669720120803.3243","title":"A Study of Opportunities and Threats of Descriptive Assessment from Managers, Teachers and Experts Points of View in Chaharmahal and Bakhteyari Primary Schools","year":2012,"lang":"en","type":"article","venue":"Canadian social science","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"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":"Descriptive statistics; Sample (material); Test (biology); Descriptive research; Psychology; Sample size determination; Simple random sample; Medical education; Population; Statistics; Medicine; Mathematics; Environmental health","score_opus":0.11941915114808432,"score_gpt":0.34009249385491913,"score_spread":0.2206733427068348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136554457","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":[0.99463665,0.00051520404,0.00007606597,0.000580044,0.00007119189,0.0002193434,0.000008524561,0.0000028487054,0.0038901516],"genre_scores_gemma":[0.998668,0.000082169456,0.0010641296,0.0001386389,0.000014959451,0.000008275374,9.217682e-7,0.0000018539547,0.000021013513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990842,0.000094924275,0.00017994663,0.00019370146,0.00025057132,0.00019669296],"domain_scores_gemma":[0.9994831,0.000046423775,0.00010402446,0.00011196799,0.000054578573,0.00019989141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009706602,0.00006963044,0.00017018174,0.00018250442,0.00010547584,0.00003783117,0.00024621637,0.000021297727,0.0000041738763],"category_scores_gemma":[0.000023405872,0.00006963334,0.000009363954,0.00028922866,0.0003929165,0.0007668177,0.00015441052,0.000050422954,5.448929e-8],"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":[0.0000024152766,0.00014047595,0.81291527,0.00003706289,0.00001898665,0.000003103718,0.09220419,6.79918e-8,0.0002869352,0.060184862,0.00009247758,0.034114145],"study_design_scores_gemma":[0.00019598108,0.000037674814,0.9262008,0.000027527565,0.000007488345,3.2734715e-7,0.072224945,0.000018355058,0.000028851267,0.0011413089,0.00004347405,0.00007324268],"about_ca_topic_score_codex":0.018851915,"about_ca_topic_score_gemma":0.0038291952,"teacher_disagreement_score":0.11328555,"about_ca_system_score_codex":0.00013335016,"about_ca_system_score_gemma":0.00033426573,"threshold_uncertainty_score":0.9876816},"labels":[],"label_agreement":null},{"id":"W2143561070","doi":"10.5539/ass.v9n10p56","title":"A Development Model of Organizational Culture Management Systems for Private Schools in the Isan Region of Thailand","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"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":"Disadvantage; Government (linguistics); Business; Quality (philosophy); Management system; Organizational culture; Public relations; Political science; Management; Economics","score_opus":0.03416448434431768,"score_gpt":0.2792199701845518,"score_spread":0.24505548584023412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143561070","genre_codex":"methods","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":[0.13250607,0.000056463166,0.78422123,0.008841919,0.00034143485,0.002674412,0.0000036387305,0.00004055252,0.07131427],"genre_scores_gemma":[0.97343034,0.000003820173,0.026152777,0.00011074983,0.000022415883,0.00006766569,0.0000019735546,0.0000016862094,0.00020857833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989857,0.000029503237,0.00021163654,0.00018063559,0.00044974027,0.0001427512],"domain_scores_gemma":[0.99951804,0.000014864327,0.00013716274,0.00014910972,0.00015941446,0.000021438065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072149205,0.000054372533,0.00007751756,0.00007130139,0.00017897073,0.00009520484,0.00097137986,0.00001950464,0.0000011375054],"category_scores_gemma":[0.000021320322,0.000038604085,0.000017589018,0.0008289218,0.00009748008,0.00041732218,0.00012797107,0.000034610595,0.0000026016774],"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":[8.057105e-7,0.000050909915,0.0014099142,0.000046501067,0.0000050086596,8.724128e-8,0.009099328,0.000027965965,0.00018118054,0.98495597,0.0010752061,0.0031471422],"study_design_scores_gemma":[0.0012668588,0.00008917527,0.6470274,0.00023280008,0.000026449516,0.0000031746133,0.034730934,0.041349158,0.0012223223,0.26704744,0.006328105,0.0006762149],"about_ca_topic_score_codex":0.000012191127,"about_ca_topic_score_gemma":0.0000018816756,"teacher_disagreement_score":0.84092426,"about_ca_system_score_codex":0.000052724474,"about_ca_system_score_gemma":0.00012117693,"threshold_uncertainty_score":0.18050817},"labels":[],"label_agreement":null},{"id":"W2205331588","doi":"10.5539/gjhs.v8n7p195","title":"The Relationship Between Organizational Culture and Organizational Commitment in Zahedan University of Medical Sciences","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Educational Management and Quality","field":"Computer Science","cited_by":41,"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; Cronbach's alpha; Organizational culture; Psychology; Population; Organizational behavior and human resources; Organizational learning; Face validity; Social psychology; Management; Sociology; Public relations; Political science; Clinical psychology; Psychometrics; Demography","score_opus":0.10003203056660342,"score_gpt":0.3728494833168669,"score_spread":0.2728174527502635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205331588","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":[0.8341573,0.001158073,0.053588558,0.1094737,0.0006182724,0.00016060886,0.000004466814,0.000011709676,0.0008273159],"genre_scores_gemma":[0.9918868,0.00005344516,0.007847395,0.00016359806,0.0000347804,3.8979422e-8,6.073454e-7,6.269902e-7,0.000012737881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997625,0.000138767,0.00033282556,0.00013109163,0.001615713,0.00015659838],"domain_scores_gemma":[0.99872506,0.00020505658,0.00036329817,0.00009552325,0.00039691306,0.00021415988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007384717,0.000046817695,0.00010421571,0.000081811435,0.00052905537,0.00008289861,0.0013251642,0.000024344345,0.0000031099653],"category_scores_gemma":[0.00090557366,0.00003348455,0.000011513133,0.002030333,0.00071467535,0.0005324804,0.00026667232,0.00010443029,0.0000017418662],"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":[8.4289894e-7,0.00001498021,0.60363543,0.000002813922,9.3710776e-7,5.559258e-7,0.00023950593,0.000018846851,1.1570449e-7,0.3952938,0.00041257584,0.00037958616],"study_design_scores_gemma":[0.00023058227,0.00008192918,0.9356916,0.000033376644,0.0000013483391,0.00003053769,0.0008970467,0.0003356851,0.0000012735838,0.062181592,0.00048127293,0.00003376097],"about_ca_topic_score_codex":0.00006807514,"about_ca_topic_score_gemma":0.000037620954,"teacher_disagreement_score":0.33311218,"about_ca_system_score_codex":0.00023037869,"about_ca_system_score_gemma":0.004024669,"threshold_uncertainty_score":0.713959},"labels":[],"label_agreement":null},{"id":"W2342450864","doi":"10.5539/jms.v6n2p108","title":"The Analysis of Administrators and Staffs Attitude from the Obstacles of Delegation of Authority","year":2016,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Educational Management and Quality","field":"Computer Science","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":"Test (biology); Delegation; Psychology; Social psychology; Delegate; Political science; Law","score_opus":0.013559547157424405,"score_gpt":0.28561579646925805,"score_spread":0.27205624931183364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342450864","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":[0.97240824,0.0004547151,0.021238225,0.005595528,0.00006588114,0.00014244972,0.0000051603997,0.0000023901684,0.00008743856],"genre_scores_gemma":[0.99860805,0.000315227,0.00097393687,0.000013719508,0.000015833963,0.0000015447181,4.3780045e-7,0.0000012870224,0.0000699834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860376,0.00024694946,0.0005693143,0.00012678496,0.00035828454,0.00009489008],"domain_scores_gemma":[0.9975106,0.0009689434,0.0006479908,0.00034153057,0.0004945368,0.00003641296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027129669,0.00007073026,0.0002222815,0.00010436511,0.00009228948,0.000038954862,0.00043079816,0.000022393355,0.0000045174247],"category_scores_gemma":[0.00030065727,0.000034136177,0.00010677902,0.0004167413,0.0002502085,0.0002775855,0.00020033239,0.000050927443,2.6400585e-8],"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":[0.00007012486,0.00015542474,0.68643624,0.00013588887,0.00084643805,0.0000011178636,0.001027592,0.00001678675,0.000013935887,0.25751773,0.0001891157,0.05358962],"study_design_scores_gemma":[0.00020129574,0.00007449451,0.93990844,0.000016817752,0.00030207785,1.18860335e-7,0.0033602342,0.0001962178,0.00010554344,0.055013645,0.0007814591,0.000039666476],"about_ca_topic_score_codex":0.00008259354,"about_ca_topic_score_gemma":0.000079408106,"teacher_disagreement_score":0.2534722,"about_ca_system_score_codex":0.000043526878,"about_ca_system_score_gemma":0.00007796782,"threshold_uncertainty_score":0.13920328},"labels":[],"label_agreement":null},{"id":"W3096559025","doi":"10.5267/j.msl.2020.10.039","title":"Six sigma application for raising student academic achievement","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Educational Management and Quality","field":"Computer Science","cited_by":9,"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":"DMAIC; Six Sigma; CTQ tree; Computer science; Mathematics education; Quality (philosophy); Operations management; Mathematics; Engineering","score_opus":0.04934445199051394,"score_gpt":0.33755378573862277,"score_spread":0.2882093337481088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096559025","genre_codex":"methods","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":[0.046817485,0.000011821441,0.7726075,0.17808926,0.00030131498,0.0009885281,7.6248625e-7,0.000149746,0.0010335763],"genre_scores_gemma":[0.91483855,0.000008207303,0.028618624,0.055973917,0.00019151752,0.00026390428,0.0000055958103,0.000007987439,0.00009171607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9974595,0.00003226676,0.00031155124,0.0008536716,0.00088872545,0.00045434304],"domain_scores_gemma":[0.9991178,0.00005880386,0.00014858686,0.00048763075,0.000029153236,0.00015803691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013489799,0.00015381466,0.00011843318,0.00017960228,0.0004315933,0.0003034977,0.0025733532,0.000019337016,0.0000038890407],"category_scores_gemma":[0.000029430923,0.0001531988,0.000060330447,0.0011760802,0.00014872839,0.0010117673,0.00082697,0.00010835134,0.00006606461],"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":[0.000013117783,0.00014109361,0.017172152,0.00017655805,0.000049510043,0.000003162668,0.002524587,0.0034327095,0.025491228,0.8719056,0.017650852,0.061439432],"study_design_scores_gemma":[0.0027407312,0.00031519856,0.43449613,0.00008940095,0.0001268292,0.0000012062624,0.0018220658,0.1450865,0.007284112,0.016220663,0.3899323,0.0018848378],"about_ca_topic_score_codex":0.0000040692585,"about_ca_topic_score_gemma":5.744937e-7,"teacher_disagreement_score":0.8680211,"about_ca_system_score_codex":0.00013832904,"about_ca_system_score_gemma":0.000014095983,"threshold_uncertainty_score":0.62472653},"labels":[],"label_agreement":null},{"id":"W4402110312","doi":"10.55016/ojs/jet.v5i3.43634","title":"Proposal for a National Information System for Higher Education","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Business; Political science","score_opus":0.03813981219504221,"score_gpt":0.34941873065352896,"score_spread":0.31127891845848676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402110312","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012360942,0.00034282578,0.67962855,0.20558523,0.040340427,0.0025410664,0.000096341224,0.000084832434,0.059019778],"genre_scores_gemma":[0.37122715,0.0000016595743,0.60686463,0.0017814143,0.010270683,0.00024402105,0.00006425535,0.000010791899,0.009535397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985696,0.00004513383,0.0006061763,0.00012909343,0.00049347774,0.00015653635],"domain_scores_gemma":[0.99459815,0.00042756298,0.0007151373,0.00015335501,0.004015912,0.00008988903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011603128,0.000108166976,0.00013897615,0.00030932235,0.00022492536,0.00020549812,0.00056110264,0.00005134986,0.000076073615],"category_scores_gemma":[0.00032728064,0.00009467528,0.00013439504,0.00031664295,0.000043264918,0.002121238,0.00003340916,0.00006277808,0.00004087858],"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":[0.0000351157,0.00013573002,0.00015593276,0.000100185214,0.000029321616,7.188671e-9,0.00019947112,0.0000047977974,0.000034854296,0.83093643,0.16714661,0.001221529],"study_design_scores_gemma":[0.0005619183,0.00025119798,0.012093544,0.0000823262,0.00002333916,0.000025455594,0.00018731196,0.0005218651,0.00046242497,0.28198645,0.70364237,0.000161792],"about_ca_topic_score_codex":0.0000013745125,"about_ca_topic_score_gemma":0.0000012017268,"teacher_disagreement_score":0.54895,"about_ca_system_score_codex":0.0003176801,"about_ca_system_score_gemma":0.0038082541,"threshold_uncertainty_score":0.6755679},"labels":[],"label_agreement":null},{"id":"W4411656791","doi":"10.51847/wehbwrkhfh","title":"10.51847/wEHbWRKHfh","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"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":"Loyalty; Quality (philosophy); Mediator; Psychology; Marketing; Business; Advertising; Medicine; Internal medicine; Philosophy","score_opus":0.013255477397063965,"score_gpt":0.21906636325382933,"score_spread":0.20581088585676538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656791","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":[0.00062081905,0.000014215463,0.00016002516,0.0032995653,0.000005784569,0.000080551596,7.9739453e-7,0.00012794673,0.9956903],"genre_scores_gemma":[0.0005453895,1.11928266e-7,0.0023935698,0.00037757898,0.00008271933,0.000009804048,0.0000030545862,0.000003521138,0.99658424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993924,0.00002961212,0.00009465377,0.00018680985,0.00015384002,0.00014269927],"domain_scores_gemma":[0.9995103,0.00003600779,0.000013768433,0.0003404214,0.000024643547,0.00007490027],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018144284,0.000060701914,0.00005928269,0.000042943448,0.000057506088,0.00007969233,0.0005081502,0.000015402022,0.96200854],"category_scores_gemma":[0.000011738769,0.00005961953,0.000026010825,0.00024375002,0.0000108480635,0.0002012392,0.00007350193,0.00003202888,0.98170286],"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":[0.0000030427886,0.000039055398,6.321822e-7,0.0000021173787,0.000004498305,8.3624576e-7,0.00003413282,0.000024999605,0.0000042409606,0.001027066,0.085840955,0.9130184],"study_design_scores_gemma":[0.00004878346,0.000027619404,0.0005707626,0.000003096868,0.000001773844,7.1957544e-7,3.915673e-7,0.00066442636,0.0000068481622,0.00012780764,0.99846196,0.000085833795],"about_ca_topic_score_codex":0.000010637463,"about_ca_topic_score_gemma":5.1244356e-8,"teacher_disagreement_score":0.9129326,"about_ca_system_score_codex":0.00001636382,"about_ca_system_score_gemma":0.000019026651,"threshold_uncertainty_score":0.2431214},"labels":[],"label_agreement":null},{"id":"W6889000198","doi":"10.25335/hr0h-2h69","title":"The preparation of educational administrators in Manitoba","year":2024,"lang":"en","type":"article","venue":"Michigan State University Libraries","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics)","score_opus":0.01458968564860679,"score_gpt":0.24323756891998602,"score_spread":0.22864788327137922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889000198","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":[0.9726861,0.00029631474,0.004030247,0.012737655,0.00043964194,0.00011983711,0.0000114151835,0.000051336167,0.009627456],"genre_scores_gemma":[0.99450135,0.000037716614,0.0017143296,0.000033229182,0.000020707554,4.8916036e-7,0.000010957179,0.0000020051948,0.0036792145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995284,0.00005488967,0.00009678117,0.00013727894,0.00010081786,0.0000818398],"domain_scores_gemma":[0.99948263,0.0002955145,0.000030359972,0.00015030327,0.00002000141,0.000021168598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012302227,0.000047492573,0.000043368495,0.000095332,0.00010657152,0.00018062521,0.00037966517,0.000012587897,0.000010556567],"category_scores_gemma":[0.000012421756,0.000041753676,0.000023422626,0.00038175698,0.00008543049,0.0009872374,0.000105836254,0.000050042407,0.000014387375],"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":[0.000009710306,0.000023543571,0.004030397,0.000019836843,0.000011319197,0.0000017832431,0.003282545,0.0000121496405,0.000014411895,0.9906288,0.0014069467,0.0005585879],"study_design_scores_gemma":[0.00025381104,0.00010940514,0.25075713,0.00009339093,0.00001518119,0.0000026447876,0.0087161,0.0047905357,0.0021497658,0.42903623,0.3037532,0.00032261605],"about_ca_topic_score_codex":0.00008476127,"about_ca_topic_score_gemma":0.0011708265,"teacher_disagreement_score":0.5615925,"about_ca_system_score_codex":0.000018608358,"about_ca_system_score_gemma":0.0003054866,"threshold_uncertainty_score":0.1741773},"labels":[],"label_agreement":null},{"id":"W6982049356","doi":"","title":"Grand River Bridgeport Pathways, Kitchener ON Canada","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Levee; Sound (geography); Mill; Bridge (graph theory); Section (typography)","score_opus":0.010355843823350454,"score_gpt":0.1862097666620002,"score_spread":0.17585392283864976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982049356","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":[0.00002353324,0.00015810976,0.000015433883,0.0005425847,0.0009848166,0.000255674,0.00006115913,0.00011331108,0.99784535],"genre_scores_gemma":[0.0013689062,0.000052957126,0.0021944004,0.0011720911,0.0002599176,0.0000122110005,0.00012742063,0.000045736284,0.99476635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983264,0.00005986178,0.0004605135,0.00021380131,0.0006450398,0.00029433676],"domain_scores_gemma":[0.9986002,0.00008736228,0.0005084875,0.0005595762,0.00010410142,0.00014026451],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002642263,0.00027312365,0.0002799753,0.000064158216,0.00006140849,0.00005399273,0.00062932534,0.00016215265,0.07135127],"category_scores_gemma":[0.000044533674,0.0002598334,0.00009055537,0.000010622186,0.000061011215,4.4346496e-7,0.0001362347,0.0001769745,0.0032079113],"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":[0.000007261976,0.00004401364,0.000009072198,0.00016223283,0.00003481998,0.000008088745,0.000101765094,0.000019691031,2.029441e-8,0.002186533,0.99490166,0.0025248665],"study_design_scores_gemma":[0.00019470502,0.000029374383,0.00014938285,0.00008413246,0.000019110095,0.000011055247,0.00001606956,0.00000973753,0.000004378134,0.00003614447,0.9991524,0.00029347322],"about_ca_topic_score_codex":0.41302437,"about_ca_topic_score_gemma":0.13947012,"teacher_disagreement_score":0.27355427,"about_ca_system_score_codex":0.000089756744,"about_ca_system_score_gemma":0.00015697948,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W7005871800","doi":"","title":"Spettro alimentare, interocezione e dimensione alessitimica in un campione della popolazione generale","year":2023,"lang":"it","type":"article","venue":"Electronic Theses and Dissertations Repository (University of Pisa)","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Autistic spectrum; Population; Confusion; Breastfeeding; Socialization","score_opus":0.01247436511894365,"score_gpt":0.2333508502304412,"score_spread":0.22087648511149754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005871800","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":[0.99219126,0.0009287079,0.0019347171,0.0032802315,0.00023212691,0.0002410755,0.000009310603,0.00007126697,0.0011113255],"genre_scores_gemma":[0.990893,0.00062458805,0.0009201205,0.00005567107,0.00004064598,0.000001595573,0.00007379323,0.000012627101,0.0073779398],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982175,0.00020837759,0.00029901112,0.0005330697,0.00027397586,0.00046802207],"domain_scores_gemma":[0.99892867,0.00020088034,0.00022946359,0.00039363306,0.00011456812,0.00013281213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030368395,0.00020897976,0.00029036697,0.00033088072,0.0006374528,0.00007666312,0.00045651,0.000086146254,0.00007787929],"category_scores_gemma":[0.000016138303,0.0002561794,0.00010607275,0.0010109771,0.0001403758,0.00051736005,0.00023857571,0.00020278672,0.000038395672],"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":[0.0006129897,0.0028913203,0.044651162,0.0004546479,0.0011126715,0.00024703995,0.07230914,0.0021260802,0.124028094,0.73949987,0.004846166,0.007220812],"study_design_scores_gemma":[0.0039614514,0.0010703146,0.79770094,0.00061765127,0.0005482641,0.00007781703,0.09947958,0.056158043,0.014820132,0.021240957,0.0026275567,0.0016973041],"about_ca_topic_score_codex":0.0025553978,"about_ca_topic_score_gemma":0.0013412432,"teacher_disagreement_score":0.7530498,"about_ca_system_score_codex":0.0001675631,"about_ca_system_score_gemma":0.00021351833,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W7005954343","doi":"","title":"Scenes from the Canadian Militia, 1866â1907: The Sir William Dillon Otter Albums","year":2012,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Subject (documents); TSG101; Theme (computing); Ridiculous; Table (database); Demotion","score_opus":0.02478346276637294,"score_gpt":0.22666774126446473,"score_spread":0.2018842784980918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005954343","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":[0.8055335,0.0014131871,0.0031042246,0.1073548,0.0032576632,0.0007745784,0.00014477149,0.000249918,0.07816735],"genre_scores_gemma":[0.98907596,0.000022409744,0.0010253548,0.004821513,0.00028826937,0.0000026862724,0.000036639543,0.0000120829145,0.00471509],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979502,0.0005433525,0.00016082173,0.00034505836,0.00039669735,0.0006038973],"domain_scores_gemma":[0.9976599,0.00044230875,0.00008767412,0.0013377449,0.00011646977,0.00035585518],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008438938,0.0002067799,0.00014562864,0.00018021115,0.0018502759,0.00041021503,0.002731265,0.0000903599,0.00013645558],"category_scores_gemma":[0.00007678762,0.00014972265,0.0001315529,0.0009192485,0.00025576274,0.001870895,0.0005742626,0.0005069045,0.00025836518],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010768575,0.00013476593,0.5302878,0.0000057577545,0.00016249182,0.00001844646,0.0038970339,0.000015801726,0.00002292652,0.39000508,0.07185877,0.00358034],"study_design_scores_gemma":[0.00014862459,0.000008060176,0.29058358,0.0000118342405,0.000033378838,0.0000013644968,0.00047713183,0.00004704083,0.000049172024,0.0016046052,0.7068523,0.00018287341],"about_ca_topic_score_codex":0.06025449,"about_ca_topic_score_gemma":0.2524676,"teacher_disagreement_score":0.63499355,"about_ca_system_score_codex":0.0002662333,"about_ca_system_score_gemma":0.00027883842,"threshold_uncertainty_score":0.9994492},"labels":[],"label_agreement":null},{"id":"W7034534663","doi":"","title":"The Winnipeg Jets Beat The Minnesota Wild With A Potent Power Play!","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cash; Coaching; Liberian dollar; Head start; Power (physics); Sign (mathematics); Phone","score_opus":0.006600820486898321,"score_gpt":0.19465521047135484,"score_spread":0.1880543899844565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034534663","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":[0.000010094292,0.0011560388,0.000013185265,0.009615082,0.00069713447,0.00050575804,0.000022425425,0.00017304625,0.9878072],"genre_scores_gemma":[0.0006974738,0.00019412194,0.00093669456,0.00093028287,0.00015333261,0.000036824786,0.000023238148,0.00006374231,0.9969643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982151,0.00009359922,0.000447139,0.00026327578,0.00068443007,0.0002964588],"domain_scores_gemma":[0.9983531,0.00021039126,0.00038561432,0.0008594742,0.00012062443,0.00007079838],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005163405,0.00030188914,0.00021924943,0.00005425103,0.00017051013,0.00035774923,0.0012712782,0.00014219384,0.019462908],"category_scores_gemma":[0.000048514783,0.00016609559,0.00012494715,0.000024681196,0.00019853463,6.671216e-7,0.000290403,0.00029344836,0.010961078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016475138,0.000024754878,0.0000013843013,0.00013632739,0.000103730556,0.000008794297,0.00043902622,0.00003699931,1.675859e-8,0.0057467218,0.99239165,0.001094128],"study_design_scores_gemma":[0.00014606067,0.000080868056,0.000026143209,0.00021536405,0.00004072604,0.000043077598,0.00020924018,0.000032923588,9.205979e-7,0.00016520765,0.998809,0.00023047048],"about_ca_topic_score_codex":0.001104535,"about_ca_topic_score_gemma":0.0007886663,"teacher_disagreement_score":0.009157054,"about_ca_system_score_codex":0.000039826533,"about_ca_system_score_gemma":0.00005311976,"threshold_uncertainty_score":0.989809},"labels":[],"label_agreement":null},{"id":"W7097666462","doi":"","title":"UNIVERSITY OF ALBERTA ADMINISTRATIVE AND PROFESSIONAL","year":2010,"lang":"en","type":"article","venue":"","topic":"Educational Management and Quality","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","score_opus":0.024965516456947525,"score_gpt":0.29361031314709707,"score_spread":0.26864479669014957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097666462","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":[0.8928834,0.0000017329168,0.010881382,0.00839108,0.00024476775,0.000055288016,3.5940687e-7,0.000011504369,0.08753044],"genre_scores_gemma":[0.9677732,5.077027e-7,0.016936595,0.000054347674,0.0000067861556,7.8219585e-8,5.197056e-7,2.943838e-7,0.015227652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99981487,0.00001083355,0.000026992695,0.00006977705,0.000048206923,0.000029317991],"domain_scores_gemma":[0.9997767,0.00007525925,0.000018971767,0.00008392458,0.00002360682,0.000021502688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007372023,0.00001809269,0.000024194369,0.000011256632,0.00003297516,0.000005616109,0.00013412637,0.000011007298,0.00012745502],"category_scores_gemma":[0.00001092374,0.00001569836,0.000006426529,0.0000429304,0.000035953548,0.00012653878,0.000080691796,0.00003241153,0.000006459231],"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":[0.0000010747027,0.00003270576,0.008104111,0.0000030489912,0.0000021929654,1.45054e-7,0.00052106346,1.8390562e-8,0.00020972845,0.9891344,0.001083415,0.0009081328],"study_design_scores_gemma":[0.00028145217,0.000056034416,0.9272295,0.000006540956,0.000004132725,0.0000018608455,0.0012960162,0.0015552976,0.0012374741,0.034330416,0.03387344,0.00012783735],"about_ca_topic_score_codex":0.00012999032,"about_ca_topic_score_gemma":0.0004982887,"teacher_disagreement_score":0.95480394,"about_ca_system_score_codex":9.7127e-7,"about_ca_system_score_gemma":0.000038997077,"threshold_uncertainty_score":0.13955429},"labels":[],"label_agreement":null}]}