{"meta":{"query_hash":"a60fcf391ef2","filters":{"venue":"International Journal of Research Publication and Reviews"},"cohort_total":26,"direct_labels_cover":0,"predictions_cover":26,"exported":26,"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/a60fcf391ef2","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Research+Publication+and+Reviews"},"results":[{"id":"W4296366306","doi":"10.55248/gengpi.2022.3.9.31","title":"Value Orientation and Significant Insights as well as Critical Review on Major Challenges and Significant Opportunities on Commerce and Management Education in India","year":2022,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Accreditation; Value (mathematics); Quality (philosophy); Marketing; Economic growth; Political science; Business; Management; Economics; Law; Mathematics","score_opus":0.13628627619465633,"score_gpt":0.4117522016838418,"score_spread":0.27546592548918547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296366306","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011033482,0.9564776,0.00028511137,0.028544946,0.0043779975,0.000013250828,0.000061682185,0.000009034263,0.009127054],"genre_scores_gemma":[0.023414267,0.9602556,0.0004353587,0.009156366,0.0030957116,0.000020884041,0.00010426636,0.000012929175,0.003504602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972088,0.0009051248,0.00029377703,0.0002922301,0.0010210928,0.0002790211],"domain_scores_gemma":[0.9814346,0.012226957,0.001117103,0.00031986285,0.004345358,0.0005561472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041549653,0.00048078553,0.0006941963,0.0066746417,0.0013032401,0.0061189868,0.0010641058,0.0017092273,0.0033644133],"category_scores_gemma":[0.010273095,0.00030181848,0.0007530269,0.009367609,0.0031866597,0.003908941,0.0015957814,0.0035780137,0.0005854258],"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":[0.00014909555,0.00010955812,0.002702724,0.03980882,0.0001806749,0.0009542348,0.0065872944,0.0007120974,0.0011270493,0.14783075,0.32018504,0.47965267],"study_design_scores_gemma":[0.000005959926,0.000052550466,0.005470036,0.023080954,0.000084240746,0.00049270154,0.0059545552,0.000121245364,0.00036764328,0.009321822,0.9550045,0.000043690772],"about_ca_topic_score_codex":0.008696277,"about_ca_topic_score_gemma":0.014230096,"teacher_disagreement_score":0.008696277,"about_ca_system_score_codex":0.0060750423,"about_ca_system_score_gemma":0.0132488115,"threshold_uncertainty_score":0.044077694},"labels":[],"label_agreement":null},{"id":"W4385813427","doi":"10.55248/gengpi.4.823.50137","title":"Bridging the Gap: How Entrepreneurship Facilitates Closer Employee-Employer Relationships","year":2023,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Redeemer University","funders":"","keywords":"Bridging (networking); Entrepreneurship; Business; Psychology; Computer science; Finance","score_opus":0.23326468238053383,"score_gpt":0.39480327705940527,"score_spread":0.16153859467887144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385813427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5659986,0.00967135,0.02152264,0.07451412,0.00143391,0.00009994312,0.00004658921,0.00018850392,0.3265244],"genre_scores_gemma":[0.9853607,0.0016096818,0.0026785168,0.0010862156,0.000109975445,0.00002585005,0.000010064305,0.000030372013,0.009088654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9950864,0.003236542,0.00010768542,0.00034208535,0.0005913482,0.0006359299],"domain_scores_gemma":[0.99144346,0.0047724554,0.0010383545,0.0005752089,0.0004626099,0.0017078829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049334606,0.00021255552,0.00028550896,0.0010885824,0.005075402,0.011400505,0.00097339076,0.002043184,0.009809864],"category_scores_gemma":[0.011529998,0.00028488872,0.00032539302,0.00092873565,0.0058378573,0.0072886324,0.009657502,0.0019797564,0.0014789855],"study_design_candidate":"qualitative","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":[0.00022213663,0.00068760244,0.027211037,0.0007484196,0.00007758682,0.0049037198,0.24912891,0.0005514347,0.002777459,0.41302684,0.01726756,0.2833973],"study_design_scores_gemma":[0.00008853596,0.000584353,0.030885126,0.0016576124,0.000070779475,0.0028435278,0.26299456,0.0013112831,0.0022085076,0.23396651,0.46328107,0.00010807444],"about_ca_topic_score_codex":0.0005276333,"about_ca_topic_score_gemma":0.0010737077,"teacher_disagreement_score":0.011400505,"about_ca_system_score_codex":0.0009796947,"about_ca_system_score_gemma":0.0036001357,"threshold_uncertainty_score":0.032817245},"labels":[],"label_agreement":null},{"id":"W4387739496","doi":"10.55248/gengpi.4.1023.102634","title":"Study of a Canadian Gas Engine Internal Combustion- CHP, Combined Heat and Power Plant with Emphasis on Design Parameter Effect on Total Efficiency","year":2023,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emphasis (telecommunications); Combustion; Power (physics); Internal combustion engine; Gas engine; Power station; Environmental science; Process engineering; Automotive engineering; Thermodynamics; Engineering; Mechanical engineering; Chemistry; Physics; Electrical engineering; Organic chemistry","score_opus":0.06760188664834847,"score_gpt":0.36125082542805,"score_spread":0.2936489387797015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387739496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902304,0.0003941394,0.0015257251,0.000051548013,0.000008134105,0.00004691007,0.0003189328,0.000027235668,0.0073968736],"genre_scores_gemma":[0.9936272,0.0003153785,0.00076599396,0.000011118202,0.0000020777072,0.000010497601,0.00015609257,0.000011225384,0.005100321],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996778,0.000023293605,0.000006755244,0.00005016532,0.000197902,0.000044056702],"domain_scores_gemma":[0.9997664,0.00008175612,0.000013203378,0.000011123778,0.000107431646,0.000020147343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003220912,0.0003817271,0.00042220933,0.0003659687,0.00086663105,0.00056306215,0.000457414,0.00029747424,0.0013394533],"category_scores_gemma":[0.00044517746,0.00018711375,0.00048324894,0.0007123689,0.00039836607,0.00024701376,0.00020022164,0.00036378752,0.00017571157],"study_design_candidate":"bench_or_experimental","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":[0.0016496544,0.0006787325,0.034789786,0.0017636542,0.00025974965,0.0015164356,0.00076593645,0.5351767,0.3131284,0.007155822,0.0033605355,0.099754505],"study_design_scores_gemma":[0.00017397356,0.0027106071,0.29590863,0.000046509387,0.00039942222,0.0006042051,0.0013536231,0.3374501,0.33782429,0.000778092,0.022595773,0.00015479978],"about_ca_topic_score_codex":0.53111935,"about_ca_topic_score_gemma":0.6026951,"teacher_disagreement_score":0.46888065,"about_ca_system_score_codex":0.004856159,"about_ca_system_score_gemma":0.0036905257,"threshold_uncertainty_score":0.943284},"labels":[],"label_agreement":null},{"id":"W4390844458","doi":"10.55248/gengpi.4.1223.0106","title":"Descriptive Study to Assess the Level of Depression, Anxiety and Stress among Staff Nurses in Selected Hospital, Rajouri.","year":2023,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Bruce Grey Health Centre","funders":"","keywords":"Anxiety; Depression (economics); Psychology; Descriptive statistics; Descriptive research; Stress (linguistics); Nursing staff; Clinical psychology; Medicine; Nursing; Family medicine; Psychiatry; Statistics","score_opus":0.23477313976338066,"score_gpt":0.5176692080862539,"score_spread":0.2828960683228733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390844458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99789065,0.00029007203,0.00018135116,0.00010753793,0.0000149195375,0.00034998514,0.00044360352,0.0000038290823,0.00071802526],"genre_scores_gemma":[0.9936114,0.00076428376,0.00086270925,0.000638879,0.000036372923,0.000940716,0.00068672735,0.0000029453877,0.0024560017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99953115,0.00008188934,0.00006860019,0.00006755339,0.00013343096,0.000117347154],"domain_scores_gemma":[0.9988368,0.00028144117,0.0003435019,0.00003521957,0.0002745474,0.00022839908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007236431,0.00019305681,0.00037390826,0.000775305,0.00075614994,0.0004234718,0.00036616938,0.00031811083,0.0025099253],"category_scores_gemma":[0.0012296359,0.00039629874,0.00027813224,0.00060693873,0.00036952342,0.00031864565,0.00038548274,0.0005701521,0.00031326473],"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":[0.00036564854,0.0023797858,0.95571077,0.00075348513,0.000049138464,0.002645335,0.01932649,0.00008926265,0.0025627806,0.00024482855,0.0019556943,0.013916857],"study_design_scores_gemma":[0.00006113461,0.006064395,0.92087907,0.00029429395,0.000045018725,0.0037293762,0.06148245,0.00019985104,0.0008932375,0.00018106922,0.00612599,0.000044058354],"about_ca_topic_score_codex":0.003806611,"about_ca_topic_score_gemma":0.008390168,"teacher_disagreement_score":0.003806611,"about_ca_system_score_codex":0.0006849099,"about_ca_system_score_gemma":0.0012169459,"threshold_uncertainty_score":0.008396506},"labels":[],"label_agreement":null},{"id":"W4392391653","doi":"10.55248/gengpi.5.0224.0548","title":"Item Parameter Drifts Across School Type in Educational Psychology Examination for 2022","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Educational psychology; Applied psychology; Mathematics education","score_opus":0.29971637035589177,"score_gpt":0.6333881414953645,"score_spread":0.3336717711394727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392391653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99314225,0.0003095796,0.0040216004,0.00013713793,0.00005124636,0.0002456658,0.000359026,0.000069298636,0.0016640829],"genre_scores_gemma":[0.99588263,0.00007486372,0.0024834068,0.00006926821,0.000012896522,0.0001870099,0.0006438626,0.000021490052,0.0006245365],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.97002584,0.010897459,0.004553216,0.002296459,0.011038915,0.001188065],"domain_scores_gemma":[0.88559943,0.051187832,0.025370438,0.014687793,0.021168815,0.0019856754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037095815,0.000389813,0.0010316363,0.002842234,0.000720406,0.0016405289,0.0010346096,0.0008245882,0.0016759145],"category_scores_gemma":[0.102487355,0.00040729446,0.0016361612,0.0031523814,0.00083505525,0.0016200398,0.0021113218,0.0013074696,0.0007761846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003612375,0.00014453655,0.95760155,0.00007894913,0.00014621994,0.00004141247,0.0011994569,0.00037654827,0.00072589645,0.00016649783,0.00051742507,0.03864025],"study_design_scores_gemma":[0.0000067319597,0.00027738477,0.9968754,0.00003454172,0.000027414826,0.000092447335,0.000592788,0.0005403234,0.0007449803,0.00013365604,0.0006586706,0.00001564356],"about_ca_topic_score_codex":0.0014162429,"about_ca_topic_score_gemma":0.002267635,"teacher_disagreement_score":0.037095815,"about_ca_system_score_codex":0.0017158713,"about_ca_system_score_gemma":0.0012208418,"threshold_uncertainty_score":0.19618374},"labels":[],"label_agreement":null},{"id":"W4393043985","doi":"10.55248/gengpi.5.0324.07103","title":"Farming Techniques and Pest Management Strategies of Queen Pineapple Farmers in Camarines Norte: Basis for a Mobile-Based Pest Detection","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Pineapple and bromelain studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"PEST analysis; Integrated pest management; Agriculture; Agroforestry; Queen (butterfly); Geography; Agricultural science; Business; Biology; Agronomy; Ecology; Marketing","score_opus":0.03790289861346045,"score_gpt":0.40526103539624403,"score_spread":0.36735813678278356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393043985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99643886,0.0005164427,0.00022023816,0.00046384794,0.0000056845442,0.00008471792,0.00006164171,0.0000031755876,0.0022053167],"genre_scores_gemma":[0.99525803,0.0011539991,0.0018960687,0.000118323434,0.000004834343,0.00007479679,0.00008537485,0.0000013997409,0.0014071626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99975985,0.00007845886,0.000015708123,0.000039474777,0.00006489456,0.00004150594],"domain_scores_gemma":[0.9989792,0.00043828684,0.00020448829,0.000023861852,0.00025800752,0.00009617978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070332095,0.00022015291,0.00018645017,0.00068796653,0.0007912698,0.0007609381,0.0004386224,0.00028817615,0.0017239534],"category_scores_gemma":[0.0014607857,0.000144685,0.00013969121,0.0005531642,0.00040266677,0.0005643906,0.00044801956,0.00024271508,0.00014040137],"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":[0.00011183124,0.00033399666,0.75714153,0.0013844292,0.00003027637,0.0060778526,0.11592096,0.00015744315,0.019884828,0.0005924762,0.00078093883,0.097583406],"study_design_scores_gemma":[0.000005599904,0.00037841412,0.7748358,0.0006658611,0.000039259197,0.00064495695,0.21368158,0.00040642844,0.0010913792,0.00017205537,0.008055135,0.00002355236],"about_ca_topic_score_codex":0.051080145,"about_ca_topic_score_gemma":0.14971393,"teacher_disagreement_score":0.051080145,"about_ca_system_score_codex":0.0013149512,"about_ca_system_score_gemma":0.0018421822,"threshold_uncertainty_score":0.10156566},"labels":[],"label_agreement":null},{"id":"W4399027200","doi":"10.55248/gengpi.5.0524.1224","title":"Building Maintenance Procedures and Methods in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Facilities and Workplace Management","field":"Psychology","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","score_opus":0.08849929181299637,"score_gpt":0.5172223381577918,"score_spread":0.42872304634479547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399027200","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.230994,0.18292046,0.064667314,0.011643926,0.0011172626,0.0028347448,0.0043935296,0.0013398204,0.50008893],"genre_scores_gemma":[0.6069819,0.12079987,0.123046815,0.0019376515,0.00013139872,0.0010812083,0.002694484,0.00033211947,0.14299461],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958591,0.00047564035,0.00018647229,0.00031024092,0.002767498,0.0004009872],"domain_scores_gemma":[0.99596065,0.0008148561,0.00029154998,0.00025008564,0.002356539,0.00032628144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031309146,0.00052071054,0.0003242426,0.004111374,0.0054587363,0.0028891538,0.0021609634,0.00052399194,0.0066547855],"category_scores_gemma":[0.0055314917,0.0003622216,0.00027897678,0.0066866092,0.0026635032,0.00067477324,0.0016042839,0.00074699864,0.0005399022],"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":[0.00007780517,0.00021218308,0.006312578,0.0016105325,0.000020255313,0.00013706104,0.015604577,0.0015384043,0.0017216621,0.040257692,0.025988422,0.90651894],"study_design_scores_gemma":[0.00002313457,0.0001579097,0.12094525,0.0022967937,0.00004709493,0.00031589458,0.011122776,0.0010145538,0.002189124,0.003230535,0.8585207,0.00013626799],"about_ca_topic_score_codex":0.9787362,"about_ca_topic_score_gemma":0.9902554,"teacher_disagreement_score":0.06452737,"about_ca_system_score_codex":0.06452737,"about_ca_system_score_gemma":0.09943522,"threshold_uncertainty_score":0.468181},"labels":[],"label_agreement":null},{"id":"W4400841422","doi":"10.55248/gengpi.5.0724.1809","title":"Navigating the Digital Classroom: A Comparative Analysis of Educator and Learner Experiences in the Transition to E-Learning","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Transition (genetics); Mathematics education; Pedagogy; Psychology; Digital learning; Multimedia; Computer science; Chemistry","score_opus":0.12370396420965964,"score_gpt":0.5285133208341518,"score_spread":0.4048093566244922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400841422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976707,0.0002906463,0.00017991032,0.0001150481,0.000006938433,0.000021883163,0.000026601843,0.000003885981,0.0016844483],"genre_scores_gemma":[0.997827,0.00053398643,0.00023161921,0.00007681931,0.0000057827683,0.00003593153,0.000045002864,0.0000055228943,0.0012382447],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973091,0.0014468564,0.00016806788,0.0001863588,0.00041221172,0.00047744875],"domain_scores_gemma":[0.9937365,0.0033161226,0.00092344964,0.00016636397,0.0009409229,0.00091667235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037571462,0.00017085015,0.00042928563,0.0018969958,0.0017196686,0.002950166,0.00055719935,0.00069055986,0.0025730256],"category_scores_gemma":[0.011543461,0.00014543538,0.00032569314,0.0011116612,0.00090457045,0.0022419868,0.002724835,0.0006397982,0.0003928347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028364564,0.00084358413,0.1816416,0.00039477952,0.000044817156,0.0012048733,0.7343593,0.000060561033,0.0019054723,0.00038357495,0.00058991945,0.07828787],"study_design_scores_gemma":[0.000008399466,0.0005596783,0.13658111,0.00020550103,0.000027819124,0.0005482026,0.8546338,0.00006519542,0.00052177155,0.000094567484,0.0067288526,0.000025104746],"about_ca_topic_score_codex":0.0020319354,"about_ca_topic_score_gemma":0.005069177,"teacher_disagreement_score":0.0037571462,"about_ca_system_score_codex":0.0010201494,"about_ca_system_score_gemma":0.001304362,"threshold_uncertainty_score":0.019869924},"labels":[],"label_agreement":null},{"id":"W4401481673","doi":"10.55248/gengpi.5.0824.2004","title":"Influence of Multimedia Networking and Communication Technology on Primary School Pupils’ Academic Performance in Owerri Municipal of Imo State","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statistic; Descriptive statistics; Test (biology); Data collection; Reliability (semiconductor); Population; Pupil; Pearson product-moment correlation coefficient; Mathematics education; Sample (material); Psychology; Medical education; Computer science; Statistics; Medicine; Mathematics","score_opus":0.08902949593679278,"score_gpt":0.4797970221910642,"score_spread":0.3907675262542714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401481673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990928,0.00006999999,0.000010455418,0.000051978965,0.000001666879,0.0000037094003,0.000017359127,0.0000010273536,0.00075095985],"genre_scores_gemma":[0.9994429,0.00011429363,0.000029320885,0.000008543385,0.0000039295123,0.000005018456,0.000021080526,4.96265e-7,0.00037445716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99965596,0.000079484686,0.00002663821,0.000040773935,0.00008416107,0.000112908805],"domain_scores_gemma":[0.999238,0.00014543594,0.0002846113,0.000021029948,0.00007721187,0.0002337276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003748587,0.00016109941,0.00020882694,0.0007776731,0.0010869473,0.0009130085,0.000231951,0.00029324112,0.0015116474],"category_scores_gemma":[0.0010389161,0.0001336538,0.00018303085,0.0007081513,0.00040855224,0.0003088588,0.00078812166,0.00029486488,0.0001375334],"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":[0.000048980906,0.00036277933,0.9694884,0.00007473769,0.000024197503,0.000789527,0.010178169,0.000096268326,0.0012514264,0.00018511081,0.0002724318,0.017227983],"study_design_scores_gemma":[0.0000011367107,0.00006416729,0.9882832,0.00001763761,0.000007944406,0.00008025885,0.010689802,0.00005025522,0.00008285488,0.000015742336,0.00070335425,0.0000037027348],"about_ca_topic_score_codex":0.022590086,"about_ca_topic_score_gemma":0.04746299,"teacher_disagreement_score":0.022590086,"about_ca_system_score_codex":0.00061948545,"about_ca_system_score_gemma":0.0006901977,"threshold_uncertainty_score":0.044917226},"labels":[],"label_agreement":null},{"id":"W4402496329","doi":"10.55248/gengpi.5.0924.2412","title":"Trend Prediction of Punjab Youth Aspiring to Migrate to Canada: A Machine Learning Perspective","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Computer science; Demographic economics; Geography; Machine learning; Data science; Regional science; Artificial intelligence; Economics","score_opus":0.10019514916392759,"score_gpt":0.4437561100453402,"score_spread":0.34356096088141264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402496329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713011,0.0049459822,0.0022917774,0.0061524226,0.00015231443,0.000044094348,0.008191429,0.00008548394,0.006835432],"genre_scores_gemma":[0.98935574,0.0030423624,0.0017609489,0.0001731475,0.00005062926,0.000021322126,0.0040795607,0.000011827147,0.001504427],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997501,0.00005217472,0.000014346105,0.000047776408,0.000059002294,0.000076697135],"domain_scores_gemma":[0.9981458,0.0004336359,0.00023998403,0.00006362322,0.0009014807,0.00021543645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086790323,0.0002177148,0.0002562924,0.002583562,0.001033207,0.001466029,0.0005973618,0.00034789642,0.001954941],"category_scores_gemma":[0.0044717626,0.00010251029,0.00033641662,0.004340191,0.00031431866,0.0004629682,0.00047038883,0.0008100025,0.00029553924],"study_design_candidate":"simulation_or_modeling","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":[0.00004511421,0.00004828085,0.9501649,0.00010389214,0.00006574748,0.00009136032,0.0006331886,0.0017391734,0.00009118772,0.0011873458,0.007549897,0.038279906],"study_design_scores_gemma":[0.0000069650573,0.000030697764,0.94127434,0.00032650123,0.000113352384,0.00009098431,0.005257404,0.040379874,0.00018684691,0.0009965659,0.011307421,0.000029069686],"about_ca_topic_score_codex":0.8287386,"about_ca_topic_score_gemma":0.8003785,"teacher_disagreement_score":0.17126143,"about_ca_system_score_codex":0.002804808,"about_ca_system_score_gemma":0.0072779446,"threshold_uncertainty_score":0.34454},"labels":[],"label_agreement":null},{"id":"W4403495048","doi":"10.55248/gengpi.5.1024.2805","title":"Balancing Privacy &amp; Security: Legal Frameworks Governing Digital Surveillance in Law Enforcement","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Law enforcement; Business; Internet privacy; Computer security; Information privacy; Enforcement; Law; Political science; Computer science","score_opus":0.07020171242256258,"score_gpt":0.4424598365737152,"score_spread":0.3722581241511526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403495048","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015264744,0.35199416,0.03962,0.13669752,0.0024503144,0.00026486497,0.00012716289,0.000111246496,0.45347],"genre_scores_gemma":[0.69766474,0.22528991,0.016889416,0.017053448,0.003097439,0.00044295267,0.00011758195,0.00007121457,0.03937326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9853337,0.008371026,0.000678994,0.00081045565,0.003865981,0.0009397748],"domain_scores_gemma":[0.9888182,0.0073742783,0.0010874588,0.0008903972,0.0014711786,0.0003583935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01253071,0.0004507895,0.00042489916,0.002816652,0.0040396294,0.015219241,0.002036803,0.0063427584,0.0033676499],"category_scores_gemma":[0.012741397,0.00038787117,0.0005335229,0.003085308,0.01798275,0.009335053,0.0041465447,0.0040541687,0.0007987665],"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":[0.000007407284,0.000022696897,0.0003309525,0.00040214488,0.000008405833,0.00011853644,0.0034224016,0.00031846974,0.000106270476,0.93830895,0.006893976,0.05005966],"study_design_scores_gemma":[0.000013205867,0.000050116912,0.0021796166,0.005781144,0.000036095073,0.0003677146,0.007705582,0.0010114472,0.0005643312,0.46570143,0.5165502,0.000039161438],"about_ca_topic_score_codex":0.006875776,"about_ca_topic_score_gemma":0.0041606277,"teacher_disagreement_score":0.015219241,"about_ca_system_score_codex":0.0056571397,"about_ca_system_score_gemma":0.016027259,"threshold_uncertainty_score":0.06626952},"labels":[],"label_agreement":null},{"id":"W4403996784","doi":"10.55248/gengpi.5.1024.3019","title":"Machine Learning's Use in Different Aspects of Daily World","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Big Data and Digital Economy","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":false,"ca_institutions":"University Canada West","funders":"","keywords":"Artificial intelligence; Computer science; Psychology; Machine learning","score_opus":0.16497027934994465,"score_gpt":0.41202649728976,"score_spread":0.24705621793981533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403996784","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065185805,0.71489865,0.073796354,0.08370556,0.0046026064,0.000080898826,0.00033133646,0.0004927181,0.11557336],"genre_scores_gemma":[0.17884248,0.7189404,0.05450383,0.014089685,0.011063667,0.0001737051,0.00036350562,0.00026309228,0.021759635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957872,0.0017174811,0.00024353489,0.00039643818,0.0016924852,0.00016273234],"domain_scores_gemma":[0.98892957,0.0083236145,0.00042309094,0.000900649,0.0010971716,0.00032583968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004921009,0.00060398586,0.00085364695,0.002674753,0.00073682657,0.005783733,0.0012279032,0.0025975422,0.0035080463],"category_scores_gemma":[0.011719611,0.00024748922,0.0005262643,0.004368475,0.0038357398,0.0073347706,0.0020742065,0.003316884,0.0019235922],"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":[0.000034287532,0.00006255008,0.0027087235,0.0022632503,0.00012359313,0.00013379466,0.0007643195,0.0016159064,0.00083604694,0.1916297,0.04010872,0.7597192],"study_design_scores_gemma":[0.000007483886,0.00006765658,0.0024623836,0.0028750293,0.000045226803,0.0005254721,0.00073788216,0.0025156524,0.00090174197,0.17944965,0.81035763,0.00005423512],"about_ca_topic_score_codex":0.0010526724,"about_ca_topic_score_gemma":0.001143516,"teacher_disagreement_score":0.005783733,"about_ca_system_score_codex":0.0011787271,"about_ca_system_score_gemma":0.0016611938,"threshold_uncertainty_score":0.026025057},"labels":[],"label_agreement":null},{"id":"W4405390611","doi":"10.55248/gengpi.5.1224.3423","title":"AI-Powered Vending Machine Doctor","year":2024,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Computer science","score_opus":0.09488950973525438,"score_gpt":0.4348820187368561,"score_spread":0.3399925090016017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405390611","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.080477126,0.06585484,0.39451677,0.008049318,0.00947466,0.0018007915,0.002486499,0.030415686,0.4069244],"genre_scores_gemma":[0.5058182,0.02755625,0.17247976,0.005918479,0.0022787193,0.0006296278,0.0025778413,0.00069184526,0.2820493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999032,0.00013767574,0.00006330666,0.00017019502,0.00053812395,0.000058666345],"domain_scores_gemma":[0.9990038,0.00025422656,0.00008066172,0.00013304641,0.00042584195,0.00010237999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008053032,0.00039213581,0.00038257937,0.00067338144,0.00044031302,0.0011320717,0.0009925634,0.0011255704,0.019185225],"category_scores_gemma":[0.0016038563,0.00025127255,0.00041448916,0.000698957,0.00031278367,0.0011268905,0.0009084036,0.00070442277,0.012828259],"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":[0.0011000725,0.00019047143,0.0033145584,0.0026500814,0.00008500742,0.00062054064,0.0005067056,0.0004572147,0.10962746,0.01305633,0.084611826,0.78377974],"study_design_scores_gemma":[0.00013509113,0.00059227506,0.0039728107,0.0002539087,0.00012626125,0.0028353904,0.00014330693,0.0057869987,0.066458955,0.0015482027,0.9180562,0.00009065024],"about_ca_topic_score_codex":0.0004033854,"about_ca_topic_score_gemma":0.0003081121,"teacher_disagreement_score":0.019185225,"about_ca_system_score_codex":0.0003520442,"about_ca_system_score_gemma":0.0005316455,"threshold_uncertainty_score":0.06418091},"labels":[],"label_agreement":null},{"id":"W4406626993","doi":"10.55248/gengpi.6.0125.0406","title":"Optimizing Public Health Infrastructure Through Predictive Modelling for Resource Distribution and Crisis Management","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Roche (Canada)","funders":"","keywords":"Business; Crisis management; Public health; Distribution (mathematics); Computer science; Medicine; Political science; Nursing; Mathematics","score_opus":0.35660845383373213,"score_gpt":0.539177682306402,"score_spread":0.18256922847266982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406626993","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.088571675,0.00165599,0.88129246,0.006052844,0.0002645775,0.00022287354,0.002041598,0.0012429504,0.018654993],"genre_scores_gemma":[0.93144196,0.0016319547,0.061887663,0.00034373772,0.00013035128,0.00024545463,0.0014128914,0.00013643953,0.0027694588],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991773,0.00033332597,0.000041035797,0.00016045477,0.00015517618,0.00013259155],"domain_scores_gemma":[0.997771,0.001474498,0.00022961634,0.0001246758,0.00029744132,0.0001028473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001640476,0.0010447303,0.0007805028,0.0010021185,0.0006140352,0.0025748585,0.001245052,0.0011314717,0.0027803378],"category_scores_gemma":[0.0063188663,0.0006300813,0.0009088127,0.0013297993,0.0008515072,0.0020038902,0.0015149659,0.0020129585,0.0003718026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001744609,0.000016264985,0.0013234916,0.00003921445,0.0000177478,0.000027070424,0.000031078864,0.9833124,0.00012974275,0.0063262335,0.0009515817,0.007807603],"study_design_scores_gemma":[0.0000038458465,0.000009272128,0.0002733188,0.000020494374,0.000007976572,0.000007420992,0.000039096987,0.9879808,0.0001207324,0.010544376,0.0009847305,0.000008032917],"about_ca_topic_score_codex":0.029079586,"about_ca_topic_score_gemma":0.019651655,"teacher_disagreement_score":0.029079586,"about_ca_system_score_codex":0.0024029296,"about_ca_system_score_gemma":0.0036736154,"threshold_uncertainty_score":0.057820678},"labels":[],"label_agreement":null},{"id":"W4410467667","doi":"10.55248/gengpi.6.0525.1613","title":"Advancing Neurosymbolic AI: A Comprehensive Review of Hybrid Reasoning Frameworks and Applications","year":2025,"lang":"en","type":"review","venue":"International Journal of Research Publication and Reviews","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.09318495000574316,"score_gpt":0.4829998424679947,"score_spread":0.38981489246225154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410467667","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009373789,0.9969104,0.0009909068,0.00048345825,0.00011465462,0.0000066865614,0.000013884136,0.000015300058,0.0013710706],"genre_scores_gemma":[0.0012359273,0.9966138,0.001265583,0.00026726854,0.00020189288,0.00001547526,0.000024871964,0.0000062642025,0.00036896727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995493,0.000102778286,0.00007308214,0.00007528749,0.00016689484,0.000032587126],"domain_scores_gemma":[0.9979079,0.0015125676,0.00013347343,0.000059910417,0.00031858523,0.00006762434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015353361,0.0010359051,0.0010515943,0.004487816,0.0003508277,0.0018749787,0.0011533058,0.0013037546,0.0042748237],"category_scores_gemma":[0.0032569172,0.00050347834,0.0006279656,0.0042586676,0.00093426404,0.003004063,0.0012139191,0.0016601384,0.0020208084],"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":[0.000032887383,0.0000514342,0.00018406055,0.021275012,0.00009743439,0.00008371628,0.00015552161,0.0005575582,0.0005805974,0.020455299,0.015394683,0.94113183],"study_design_scores_gemma":[0.0000137335455,0.00010339074,0.0008275776,0.014940766,0.00018301426,0.00079516805,0.0002112452,0.00048523358,0.00053710607,0.021806162,0.9600523,0.00004426796],"about_ca_topic_score_codex":0.0018390749,"about_ca_topic_score_gemma":0.002893451,"teacher_disagreement_score":0.004487816,"about_ca_system_score_codex":0.0010121829,"about_ca_system_score_gemma":0.0024535344,"threshold_uncertainty_score":0.014300704},"labels":[],"label_agreement":null},{"id":"W4411003950","doi":"10.55248/gengpi.6.0525.1948","title":"Bridging the Gap: Integrating Global Practices in CPD with the Lived Experiences of Filipino CPA Educators","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Lived experience; Psychology; Sociology; Pedagogy; Computer science; Psychoanalysis","score_opus":0.19811346875873684,"score_gpt":0.5646871330274361,"score_spread":0.3665736642686993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411003950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93409497,0.0046785367,0.0041163894,0.018029397,0.00012816188,0.000073810435,0.00004314124,0.000033772583,0.038801726],"genre_scores_gemma":[0.99649006,0.0011833147,0.00065567554,0.00045601165,0.000015466669,0.000026658003,0.000008032316,0.000008325193,0.0011564177],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99259573,0.0056747543,0.00014652412,0.00031971172,0.00038884042,0.00087453803],"domain_scores_gemma":[0.9918166,0.005557456,0.0006642855,0.0005241395,0.0006026859,0.00083490764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010226854,0.0005765697,0.00046381206,0.0025029464,0.011500276,0.009775102,0.0011520347,0.0015281825,0.0027164267],"category_scores_gemma":[0.010473859,0.00026491415,0.00019496496,0.0021972414,0.023488833,0.010057736,0.013175626,0.0033417603,0.00019498279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000085030015,0.000013166478,0.0022897483,0.00008092311,0.0000027686224,0.0003518497,0.98024166,0.000023813689,0.0001327784,0.005238465,0.00024350404,0.011372758],"study_design_scores_gemma":[0.0000010372939,0.000017121107,0.0016612619,0.00018300154,0.000003084291,0.00012145064,0.98242766,0.000024057563,0.00011906104,0.00096420647,0.014470637,0.000007349314],"about_ca_topic_score_codex":0.010065212,"about_ca_topic_score_gemma":0.016527705,"teacher_disagreement_score":0.011500276,"about_ca_system_score_codex":0.008076663,"about_ca_system_score_gemma":0.0067721563,"threshold_uncertainty_score":0.058600605},"labels":[],"label_agreement":null},{"id":"W4411730811","doi":"10.55248/gengpi.6.0625.22135","title":"A Novel Integration of Proximal Policy Optimization, In-Memory Computing and Visual Cryptography for Secure Image Encryption","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Chaos-based Image/Signal Encryption","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":"Visual cryptography; Encryption; Computer science; Cryptography; Image (mathematics); Theoretical computer science; Computer security; Artificial intelligence; Secret sharing","score_opus":0.044226035671325964,"score_gpt":0.43849412462708515,"score_spread":0.39426808895575916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411730811","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008445763,0.0002735472,0.988074,0.00014539225,0.000049728125,0.000037208785,0.000018094313,0.00030848713,0.0026477114],"genre_scores_gemma":[0.762354,0.00042362747,0.23167711,0.00032817916,0.000093193965,0.0001453428,0.0000623403,0.00012620317,0.0047899545],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952114,0.00012942363,0.000023522212,0.0001025813,0.00014944279,0.000073967625],"domain_scores_gemma":[0.9994573,0.0002542983,0.000062952306,0.000086650274,0.00008480017,0.00005406485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007338477,0.00068116817,0.00073318393,0.00031882038,0.00027638732,0.0007750375,0.001183495,0.0008566533,0.002329636],"category_scores_gemma":[0.0022476772,0.00029142507,0.00041478165,0.00034132155,0.0009364108,0.0010712367,0.0013687785,0.0012488877,0.000480373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015531191,0.00016725024,0.00081989873,0.00016873634,0.0000750793,0.00012880648,0.00008615037,0.83067745,0.010843734,0.050510306,0.0027055677,0.103661664],"study_design_scores_gemma":[0.000010021234,0.00006545125,0.000054579126,0.000006738225,0.000006260426,0.00003983965,0.0000058892806,0.98856354,0.0018821299,0.0082984995,0.0010611251,0.000005905467],"about_ca_topic_score_codex":0.0010282976,"about_ca_topic_score_gemma":0.0010640515,"teacher_disagreement_score":0.002329636,"about_ca_system_score_codex":0.00059471,"about_ca_system_score_gemma":0.0012175455,"threshold_uncertainty_score":0.0077934265},"labels":[],"label_agreement":null},{"id":"W4412903342","doi":"10.55248/gengpi.6.0725.25109","title":"A Study into the Efficacy of Public-Private Partnerships (PPPs) as a Panacea to Inadequate Funds for Infrastructural Development in Southern Africa: Lessons from the UK, USA, Germany and Canada","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Panacea (medicine); Economic growth; Business; Political science; Public administration; Economics; Medicine","score_opus":0.20780433995890374,"score_gpt":0.4178636320407931,"score_spread":0.21005929208188934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412903342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93110687,0.011144212,0.00040612443,0.011401795,0.00007148717,0.00015806501,0.00010854143,0.000008193328,0.0455947],"genre_scores_gemma":[0.9912169,0.005867914,0.00039997612,0.000521564,0.00000728987,0.00003947833,0.000025764952,0.000005363594,0.0019157948],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99566096,0.0017845922,0.00015773282,0.00023897237,0.00082853634,0.0013290817],"domain_scores_gemma":[0.98752254,0.008246185,0.0009330972,0.00019514066,0.0022519524,0.00085114286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009904762,0.00033990172,0.0003685749,0.002567255,0.009785622,0.005389519,0.0007734531,0.0011137452,0.0014741942],"category_scores_gemma":[0.019458212,0.0002708216,0.00023762508,0.0052389014,0.007969728,0.0028427178,0.0024475919,0.0012325246,0.00008798713],"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":[0.00022341064,0.000117902266,0.044256203,0.0020623137,0.000060706632,0.0057019363,0.7673051,0.00068247755,0.0015259696,0.0723898,0.008155445,0.09751881],"study_design_scores_gemma":[0.000032030894,0.00008512589,0.04277315,0.0027258308,0.00007429062,0.0003260829,0.86310244,0.0003086888,0.00056900084,0.0023276354,0.08763316,0.000042628533],"about_ca_topic_score_codex":0.85622925,"about_ca_topic_score_gemma":0.90512264,"teacher_disagreement_score":0.14377075,"about_ca_system_score_codex":0.0501909,"about_ca_system_score_gemma":0.10490321,"threshold_uncertainty_score":0.36416215},"labels":[],"label_agreement":null},{"id":"W4412903344","doi":"10.55248/gengpi.6.0725.25110","title":"Bridging Systemic Gaps in Waste-to-Energy Infrastructure: A Comparative Study of PPP Structuring, Sustainability Metrics, and Participatory Governance in Sub-Saharan Africa and the EU","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structuring; Sustainability; Corporate governance; Citizen journalism; Bridging (networking); Business; Environmental planning; Environmental resource management; Environmental science; Political science; Finance; Computer science; Ecology","score_opus":0.08142838173476415,"score_gpt":0.3988504710320361,"score_spread":0.31742208929727195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412903344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9328347,0.041049622,0.0014262109,0.0026123286,0.000061525956,0.00023080895,0.00012327774,0.000005924299,0.021655653],"genre_scores_gemma":[0.9868187,0.011930193,0.0005224864,0.0001288905,0.000010420927,0.00008091949,0.00003275229,0.000004697214,0.00047094416],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9879068,0.008316141,0.0009432961,0.00048913574,0.0013057684,0.0010388555],"domain_scores_gemma":[0.96250266,0.030528553,0.004047021,0.0005160015,0.0019835331,0.00042233831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019182801,0.00029401883,0.0006600605,0.005602917,0.0025095576,0.006413701,0.000635939,0.0011696985,0.0019083894],"category_scores_gemma":[0.037522368,0.00039484448,0.00023659148,0.01554934,0.0046438957,0.0060308003,0.0037769114,0.0008006949,0.00011442913],"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":[0.00015890205,0.00012323943,0.02695726,0.008663616,0.000108436936,0.003652646,0.775276,0.00044757873,0.0008134804,0.05108834,0.0010232348,0.13168728],"study_design_scores_gemma":[0.000012756843,0.000163038,0.04539336,0.0059775817,0.00011921849,0.0006003731,0.9044307,0.00014435759,0.0005039623,0.0024263998,0.040208194,0.000020076892],"about_ca_topic_score_codex":0.00838383,"about_ca_topic_score_gemma":0.015682818,"teacher_disagreement_score":0.019182801,"about_ca_system_score_codex":0.0052215396,"about_ca_system_score_gemma":0.011767768,"threshold_uncertainty_score":0.10144955},"labels":[],"label_agreement":null},{"id":"W4412915500","doi":"10.55248/gengpi.6.0625.2420","title":"Self-efficacy of Guidance Counselors in the use of eclectic interventions in counseling","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Psychological intervention; Psychology; Psychotherapist; Applied psychology; Clinical psychology; Medical education; Medicine; Psychiatry","score_opus":0.28087670635133066,"score_gpt":0.5357256241903049,"score_spread":0.25484891783897423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412915500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99064434,0.0015558103,0.00077286246,0.0006740487,0.00005075025,0.00018209129,0.000041414743,0.000023485605,0.006055106],"genre_scores_gemma":[0.9972325,0.00078693515,0.0009333651,0.00015152314,0.000013575848,0.000105197214,0.000043095843,0.0000059821155,0.0007279373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98419005,0.008799248,0.00092822104,0.00061650795,0.0048299986,0.00063587324],"domain_scores_gemma":[0.9479919,0.033077184,0.0081405025,0.0016626075,0.0060734777,0.0030543427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019902235,0.00016330362,0.0004660584,0.0013132504,0.0008932584,0.0021699788,0.0006463696,0.0007396237,0.0013264865],"category_scores_gemma":[0.07378939,0.00027875265,0.0006422875,0.00055454206,0.0013360209,0.0009591861,0.0011923754,0.0015951806,0.00021285689],"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":[0.00039507754,0.002501622,0.69403875,0.00066779775,0.00048471137,0.00018015491,0.05768176,0.00052550936,0.0008663523,0.0011702351,0.0022127894,0.23927526],"study_design_scores_gemma":[0.00008260027,0.0013180737,0.95171237,0.0010994262,0.0002296499,0.0004982085,0.030943649,0.0016630463,0.00092401373,0.0007687963,0.010665342,0.000094830015],"about_ca_topic_score_codex":0.0029773093,"about_ca_topic_score_gemma":0.0046078768,"teacher_disagreement_score":0.019902235,"about_ca_system_score_codex":0.0016718769,"about_ca_system_score_gemma":0.0028328463,"threshold_uncertainty_score":0.10525429},"labels":[],"label_agreement":null},{"id":"W4413528876","doi":"10.55248/gengpi.6.0825.2901","title":"Management of the Life cycle of Laboratory Electronic information-GAP Analysis","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Wireless Sensor Networks for Data Analysis","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","score_opus":0.024094302482559837,"score_gpt":0.37031207180167286,"score_spread":0.346217769319113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413528876","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07393197,0.006319511,0.7792267,0.011351935,0.0013233619,0.003440426,0.004982389,0.031554434,0.08786922],"genre_scores_gemma":[0.64646864,0.0048880377,0.27605346,0.0034255045,0.00084730797,0.0024649005,0.0097754225,0.0044243354,0.051652398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856198,0.0031027342,0.0014043907,0.0020011724,0.0070380843,0.00083382707],"domain_scores_gemma":[0.95342773,0.0106544765,0.0046467725,0.015493496,0.014094617,0.0016828836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012356643,0.0008626834,0.00096331193,0.0048697437,0.002328736,0.011157132,0.003962575,0.0014803819,0.009450321],"category_scores_gemma":[0.04045409,0.00087891583,0.0005983673,0.0032588975,0.001548433,0.008895285,0.0057750423,0.0019705794,0.010466325],"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":[0.0006472604,0.00030501725,0.015218341,0.0007451401,0.0000729024,0.0007163762,0.0021747262,0.009850375,0.01158897,0.061593518,0.05138836,0.845699],"study_design_scores_gemma":[0.00011096168,0.00080869085,0.012833863,0.0011341143,0.00015331488,0.002330655,0.0024083443,0.08833502,0.08704592,0.086501524,0.71792114,0.00041651982],"about_ca_topic_score_codex":0.0018534297,"about_ca_topic_score_gemma":0.0008447812,"teacher_disagreement_score":0.012356643,"about_ca_system_score_codex":0.0028907503,"about_ca_system_score_gemma":0.007614109,"threshold_uncertainty_score":0.06534892},"labels":[],"label_agreement":null},{"id":"W4413797267","doi":"10.55248/gengpi.6.0825.3072","title":"High IO Performance User Space Networking with eBPF/XDP and AF_XDP: Design, Tuning, and Architectural Insights","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"IoT and Edge/Fog Computing","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":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science; Space (punctuation); Operating system","score_opus":0.0597601791276997,"score_gpt":0.3589512028635005,"score_spread":0.2991910237358008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413797267","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18759575,0.0020537374,0.7749842,0.0008103137,0.00015785974,0.00027253095,0.00008016492,0.0056257006,0.028419755],"genre_scores_gemma":[0.82493573,0.0006934948,0.16827033,0.00026038988,0.00006441495,0.00010478466,0.00007699988,0.00032726963,0.0052665756],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992613,0.000093536786,0.000031356452,0.00010127182,0.00034273672,0.00016977398],"domain_scores_gemma":[0.9994634,0.00008086053,0.000057533976,0.00013907478,0.00018062783,0.00007854548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011298723,0.00049804145,0.00021538968,0.00046971493,0.00044817055,0.001443501,0.001784715,0.0004347086,0.0010864297],"category_scores_gemma":[0.0012207673,0.00031303306,0.00021627478,0.00032282865,0.00061766646,0.0016593088,0.00076092,0.00097620103,0.00034751176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090111117,0.0007113537,0.015037162,0.000641712,0.00014874397,0.00086511695,0.0012555368,0.07870243,0.23253444,0.11995351,0.014748975,0.5344998],"study_design_scores_gemma":[0.00014654202,0.001608274,0.010566337,0.0001603031,0.00017148633,0.0020889717,0.00036926844,0.6596229,0.20496392,0.029791944,0.09034773,0.0001623507],"about_ca_topic_score_codex":0.0027781785,"about_ca_topic_score_gemma":0.0024594984,"teacher_disagreement_score":0.0027781785,"about_ca_system_score_codex":0.0009315529,"about_ca_system_score_gemma":0.00088760536,"threshold_uncertainty_score":0.0067588687},"labels":[],"label_agreement":null},{"id":"W4414065025","doi":"10.55248/gengpi.6.0825.3148","title":"Writing Across Continents: Bridging Worlds – A Comparative Study of Anita Rau Badami and Lawrence Hill","year":2025,"lang":"en","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Colonial History and Postcolonial Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Key (lock); Mode (computer interface); Possible world","score_opus":0.1642976546129053,"score_gpt":0.5425252245223232,"score_spread":0.3782275699094179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414065025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590296,0.0017677959,0.00013835702,0.0035528587,0.00009858225,0.000050676004,0.0000424113,0.000019859131,0.035299823],"genre_scores_gemma":[0.9753179,0.0017370022,0.0005243195,0.0013139199,0.000045814344,0.00012450946,0.00006677401,0.00007061092,0.02079912],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967618,0.0013477794,0.00010347437,0.0002826277,0.0004777231,0.0010266044],"domain_scores_gemma":[0.9964301,0.0012189423,0.00040111516,0.00014760686,0.00044836203,0.0013538832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033640938,0.0006921376,0.00097543735,0.0034735003,0.05278277,0.010536675,0.0035426614,0.0022124883,0.0073883682],"category_scores_gemma":[0.0059624477,0.0008158234,0.00027288523,0.004120259,0.011555083,0.00587427,0.01023859,0.0037062808,0.0012790341],"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":[0.0000082760625,0.000025380945,0.0009392307,0.000020941987,0.0000016864412,0.0003873952,0.9955018,0.0000023381654,0.00016358432,0.0006291125,0.00060990243,0.0017103497],"study_design_scores_gemma":[0.0000011087088,0.000013660933,0.0025963779,0.00004568625,0.000002697249,0.000120236786,0.9847503,0.0000061669675,0.00002836721,0.000048067912,0.01238032,0.0000070136607],"about_ca_topic_score_codex":0.25134528,"about_ca_topic_score_gemma":0.5599275,"teacher_disagreement_score":0.25134528,"about_ca_system_score_codex":0.01250195,"about_ca_system_score_gemma":0.01353523,"threshold_uncertainty_score":0.49976456},"labels":[],"label_agreement":null},{"id":"W4416025784","doi":"10.55248/gengpi.6.1025.36104","title":"Turnaround Strategies and Performance of Commercial Banks in Nairobi City County, Kenya","year":2025,"lang":"","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Quarter (Canadian coin); Kenya","score_opus":0.08656442534186566,"score_gpt":0.38577208885150427,"score_spread":0.2992076635096386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416025784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993475,0.00006110373,0.00000551878,0.00004854788,7.656651e-7,0.0000107283395,0.000047974958,5.677083e-7,0.00047735177],"genre_scores_gemma":[0.9991103,0.00017049185,0.000059257556,0.000026255413,0.0000013331742,0.000014733585,0.00009274194,6.2231754e-7,0.0005243007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994387,0.00013029245,0.000053336793,0.00007736995,0.000097617754,0.00020263651],"domain_scores_gemma":[0.9984968,0.00017704388,0.0006517383,0.000029097977,0.0002949838,0.0003504715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000802779,0.00038832772,0.00024423838,0.001113463,0.0022154904,0.0016353179,0.00037294975,0.00063693896,0.0020396642],"category_scores_gemma":[0.0020511574,0.00028477437,0.00016768088,0.0013958586,0.0009807732,0.000760159,0.00091449125,0.000426569,0.0005406708],"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":[0.00014643649,0.00031569917,0.9762127,0.000058777412,0.000025942998,0.0004017324,0.01123558,0.0002610963,0.0012904576,0.00017531317,0.0005414289,0.009334935],"study_design_scores_gemma":[0.0000059236077,0.00014895166,0.97826606,0.000045026733,0.000010857653,0.00008499913,0.020321386,0.00021251536,0.00015540721,0.000026222217,0.0007099489,0.000012676318],"about_ca_topic_score_codex":0.122354746,"about_ca_topic_score_gemma":0.35235572,"teacher_disagreement_score":0.122354746,"about_ca_system_score_codex":0.0028997879,"about_ca_system_score_gemma":0.0023403107,"threshold_uncertainty_score":0.24328512},"labels":[],"label_agreement":null},{"id":"W4416108302","doi":"10.55248/gengpi.6.1025.3654","title":"Examining the Relationship between Emotion Regulation, Alexithymia, and Perceived Stress in Women with Breast Cancer Mediated by Perceived Social Support","year":2025,"lang":"","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","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":"Social support; Breast cancer; Stress (linguistics); Perception; Affect (linguistics); Psychological stress","score_opus":0.09250876821941488,"score_gpt":0.41442262786351614,"score_spread":0.32191385964410124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416108302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99850625,0.00055925106,0.00009335848,0.000077946905,0.000005964146,0.000013118837,0.000026731945,0.0000012596719,0.0007160935],"genre_scores_gemma":[0.99923074,0.0004358919,0.00015248453,0.00001886005,0.000007952256,0.000014202031,0.0000323963,3.6318139e-7,0.00010714036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996195,0.00019919865,0.0000266188,0.000037255068,0.00006538805,0.000052095067],"domain_scores_gemma":[0.99907506,0.00034971946,0.00038098678,0.000029360619,0.000066163026,0.00009861799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059302134,0.0002191558,0.00025668246,0.00052191655,0.0002724202,0.00047986844,0.00015787176,0.00018044526,0.0010147942],"category_scores_gemma":[0.0022631192,0.00012798037,0.00034666184,0.0004241309,0.00024000656,0.00019256247,0.0004068631,0.00033375414,0.00007692763],"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":[0.00013812336,0.0001558201,0.9843323,0.000104208106,0.00014310807,0.00010533747,0.0013414482,0.000037689737,0.001070204,0.00006179079,0.00005547508,0.012454427],"study_design_scores_gemma":[0.0000036113938,0.00017101254,0.99848217,0.000015540982,0.00004007386,0.000093150615,0.0008937306,0.000071606366,0.0000913363,0.00003221186,0.00010317877,0.0000024094954],"about_ca_topic_score_codex":0.0016092117,"about_ca_topic_score_gemma":0.0027886238,"teacher_disagreement_score":0.0016092117,"about_ca_system_score_codex":0.00015759216,"about_ca_system_score_gemma":0.00043180806,"threshold_uncertainty_score":0.0033948421},"labels":[],"label_agreement":null},{"id":"W4416732579","doi":"10.55248/gengpi.06.1125.3897","title":"Child-Friendly Justice under the POCSO Act: A Critical Analysis of Implementation Barriers and Reform Imperatives","year":2025,"lang":"","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Government (linguistics); Work (physics); Context (archaeology)","score_opus":0.09161698297668627,"score_gpt":0.5474546300947853,"score_spread":0.45583764711809904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416732579","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30864266,0.026044384,0.020956215,0.3126692,0.0012407003,0.0010823469,0.00011251928,0.00011923218,0.32913265],"genre_scores_gemma":[0.9772534,0.005387992,0.0041859727,0.007813796,0.0001673029,0.00029261602,0.000020321519,0.00003939369,0.0048392774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94646883,0.031772885,0.0019126862,0.0017883232,0.013031046,0.0050262907],"domain_scores_gemma":[0.91613734,0.06848389,0.00354919,0.0027890555,0.008116766,0.00092380965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.059388947,0.00036094448,0.0005720033,0.0037993994,0.009031381,0.017194573,0.002381699,0.0060833753,0.0012841119],"category_scores_gemma":[0.07488373,0.0004715116,0.00048042706,0.003019752,0.03833141,0.008847351,0.0062095346,0.011680364,0.00015453863],"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":[0.000013445334,0.000028556351,0.001027178,0.00022441098,0.0000070866936,0.00030953746,0.08806553,0.00023474934,0.0002237833,0.88819236,0.0030864961,0.018586867],"study_design_scores_gemma":[0.000028422239,0.00021955276,0.011441061,0.0053899735,0.00009717601,0.00064694765,0.42395046,0.001448368,0.0031131501,0.17699432,0.37653425,0.000136249],"about_ca_topic_score_codex":0.02912098,"about_ca_topic_score_gemma":0.026842339,"teacher_disagreement_score":0.059388947,"about_ca_system_score_codex":0.021300424,"about_ca_system_score_gemma":0.053350493,"threshold_uncertainty_score":0.31408256},"labels":[],"label_agreement":null}]}