{"meta":{"query_hash":"3e21efafac87","filters":{"venue":"Iconic Research and Engineering Journals"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/3e21efafac87","api":"https://metacan.xera.ac/api/v1/cohort?venue=Iconic+Research+and+Engineering+Journals"},"results":[{"id":"W4414737045","doi":"10.64388/irev9i3-1710452-2214","title":"Sustainability and Performance of Natural Adhesives in Humid Tropical Climates: A Systematic Review and Meta-Analysis with Case Evidence from Nigeria","year":2025,"lang":"en","type":"review","venue":"Iconic Research and Engineering Journals","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relative humidity; Sustainability; Adhesive; Gum arabic; Guar gum; Shear strength (soil)","score_opus":0.10229084214129112,"score_gpt":0.3770660985534163,"score_spread":0.27477525641212514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414737045","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":[0.005637605,0.9925948,0.00038197066,0.00017195911,0.00007169765,0.0004799478,0.00042724176,0.000011353544,0.00022347993],"genre_scores_gemma":[0.12128088,0.87321556,0.0023447291,0.00059990125,0.00011140256,0.0015580619,0.00062688574,0.000019501598,0.0002430644],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98875695,0.004663102,0.004314394,0.00081820117,0.0010882701,0.0003591276],"domain_scores_gemma":[0.97464323,0.017954446,0.004577799,0.00070944836,0.0018577438,0.0002574063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017791219,0.0026041425,0.014430385,0.013591985,0.0008101024,0.0038216088,0.0019706292,0.0022265702,0.0031375505],"category_scores_gemma":[0.03774785,0.0015808858,0.027033981,0.01176906,0.0009632628,0.0021749216,0.002086984,0.0012751786,0.00025320417],"study_design_candidate":"meta_analysis","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":[0.0012291145,0.000037925704,0.00339038,0.7666978,0.21260835,0.00033440074,0.00023199739,0.0002889276,0.00031721144,0.00017225496,0.00045241314,0.01423926],"study_design_scores_gemma":[0.00036967214,0.00026988104,0.0047007888,0.12764598,0.86296535,0.00029082832,0.00024615705,0.00013876938,0.00022137143,0.00023670167,0.0028774233,0.000037167843],"about_ca_topic_score_codex":0.0068521546,"about_ca_topic_score_gemma":0.020777972,"teacher_disagreement_score":0.017791219,"about_ca_system_score_codex":0.0032265426,"about_ca_system_score_gemma":0.0062234243,"threshold_uncertainty_score":0.094090104},"labels":[],"label_agreement":null},{"id":"W4417353016","doi":"10.64388/irev9i6-1712822","title":"Occupational Characteristics, Alcohol Use and Mental Health among Police First Responders in Benue State, Nigeria","year":2025,"lang":"en","type":"article","venue":"Iconic Research and Engineering Journals","topic":"Posttraumatic Stress Disorder Research","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":"Simon Fraser University","keywords":"Mental health; Alcohol Use Disorders Identification Test; Occupational stress; Occupational safety and health; Population; Cross-sectional study; Test (biology); Coping (psychology); Regression analysis","score_opus":0.12819838229392314,"score_gpt":0.45118914739937277,"score_spread":0.32299076510544966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417353016","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":[0.99933904,0.00021163227,0.000012849405,0.000087033644,0.000004616469,0.000005575071,0.000026666563,4.088984e-7,0.00031217744],"genre_scores_gemma":[0.9992086,0.00046102487,0.00003374109,0.000029795669,0.0000051318298,0.000007563854,0.00003525372,3.648901e-7,0.00021852292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997619,0.00007467531,0.000020108824,0.000015380285,0.000035143967,0.00009281942],"domain_scores_gemma":[0.9994185,0.000102623606,0.000274067,0.00001658618,0.00007115136,0.000117109565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037962044,0.00024877788,0.00022078122,0.0009393516,0.0013184401,0.00069833617,0.00021410323,0.0003500159,0.0016235434],"category_scores_gemma":[0.0010201115,0.00029727348,0.00021072227,0.00081784197,0.0003355153,0.0003673058,0.0005486536,0.00043393706,0.00021530548],"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":[0.000022432378,0.00006569831,0.9945651,0.00004040856,0.000008501064,0.00028827912,0.0026247064,0.00001326194,0.00017410537,0.000027551305,0.00007683753,0.0020931026],"study_design_scores_gemma":[0.0000018979899,0.00008398194,0.97134393,0.00010730458,0.000011554826,0.00035088352,0.027522799,0.000053617427,0.00005048106,0.000021907434,0.00044638518,0.0000052260148],"about_ca_topic_score_codex":0.026021639,"about_ca_topic_score_gemma":0.06749438,"teacher_disagreement_score":0.026021639,"about_ca_system_score_codex":0.00047665014,"about_ca_system_score_gemma":0.0010914926,"threshold_uncertainty_score":0.05174035},"labels":[],"label_agreement":null},{"id":"W7115929476","doi":"10.64388/irev9i1-1712949","title":"Alternative Data Scoring for MSME Lending: A Blueprint for Financial Inclusion","year":2025,"lang":"en","type":"article","venue":"Iconic Research and Engineering Journals","topic":"Financial Distress and Bankruptcy Prediction","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":"Wycliffe College","funders":"","keywords":"Financial inclusion; Audit; Blueprint; Constraint (computer-aided design); Inclusion (mineral); Credit enhancement; Emerging markets; Financial services","score_opus":0.1394417612342798,"score_gpt":0.3829683160211837,"score_spread":0.2435265547869039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115929476","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":[0.05874952,0.00072547956,0.88701206,0.021606816,0.00048595222,0.0010021365,0.0008106917,0.0007211153,0.02888616],"genre_scores_gemma":[0.4698437,0.0005239249,0.5228162,0.0013100096,0.0004250712,0.00095736387,0.0007136517,0.00016946788,0.0032405462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9145419,0.04734095,0.0066502164,0.0057295165,0.023537492,0.0021999453],"domain_scores_gemma":[0.79144114,0.09466382,0.021242157,0.041154917,0.04583495,0.005663015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08481495,0.0015635676,0.0018825883,0.011745265,0.0032871892,0.014054731,0.005954957,0.0033626778,0.004636627],"category_scores_gemma":[0.2508916,0.0009949603,0.0018615519,0.009363875,0.013516474,0.020812146,0.015258669,0.008834034,0.0014544313],"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":[0.00017208459,0.000313216,0.06863561,0.00036887376,0.00012364292,0.00021287681,0.00571413,0.010142868,0.0008383522,0.57369334,0.00972088,0.3300641],"study_design_scores_gemma":[0.000086361455,0.00027026268,0.015633406,0.0015748062,0.00006869791,0.00038863803,0.004888661,0.12236798,0.0021325534,0.804883,0.047430772,0.00027495887],"about_ca_topic_score_codex":0.0050784657,"about_ca_topic_score_gemma":0.005329138,"teacher_disagreement_score":0.08481495,"about_ca_system_score_codex":0.0036002984,"about_ca_system_score_gemma":0.009863733,"threshold_uncertainty_score":0.4485497},"labels":[],"label_agreement":null},{"id":"W7117750185","doi":"10.64388/irev9i6-1713221","title":"Assessment of Environmental Radioactivity Levels and Their Health Implications: Systematic Review","year":2025,"lang":"en","type":"article","venue":"Iconic Research and Engineering Journals","topic":"Radioactivity and Radon Measurements","field":"Health Professions","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":"Public health; Radon; Risk assessment; Exposure assessment; Environmental radioactivity; Health risk assessment; Radiation exposure; Radon exposure; Population","score_opus":0.20814020488081486,"score_gpt":0.5163058243723024,"score_spread":0.3081656194914876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117750185","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":[0.0007158254,0.9969951,0.00028645634,0.0004059281,0.00013136683,0.0003618117,0.00077289616,0.000012018434,0.000318616],"genre_scores_gemma":[0.009409487,0.9882153,0.0006829673,0.00049423246,0.000079009274,0.00066584366,0.00033401602,0.0000074656195,0.000111691894],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9866412,0.0044885,0.0051863547,0.0009436865,0.002463624,0.0002766528],"domain_scores_gemma":[0.94578904,0.040847603,0.008143815,0.00079018413,0.0040715444,0.00035787007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013852845,0.0020051626,0.008548073,0.015790103,0.00071015616,0.00405595,0.0023814226,0.0019671689,0.0061437148],"category_scores_gemma":[0.062281467,0.0013574194,0.009034805,0.017140353,0.001280276,0.0040197666,0.0023174346,0.0012756943,0.00048015598],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058047113,0.0000075563767,0.00049645,0.9710307,0.004923997,0.00006917705,0.000162175,0.000076722295,0.000066737375,0.00020487962,0.0011675615,0.021735895],"study_design_scores_gemma":[0.00006932736,0.000075350945,0.0021557824,0.9374547,0.04096345,0.00021984545,0.0002688739,0.000052487278,0.000108619446,0.00035064912,0.01825323,0.00002776639],"about_ca_topic_score_codex":0.00970733,"about_ca_topic_score_gemma":0.02598221,"teacher_disagreement_score":0.015790103,"about_ca_system_score_codex":0.0047732377,"about_ca_system_score_gemma":0.017455744,"threshold_uncertainty_score":0.07326174},"labels":[],"label_agreement":null},{"id":"W7137938881","doi":"10.64388/irev2i9-1714912","title":"A Review of Comparative Data Protection Regulations and Secure Cloud Implementation Strategies Across Jurisdictions","year":2019,"lang":"en","type":"article","venue":"Iconic Research and Engineering Journals","topic":"Cloud Data Security Solutions","field":"Computer Science","cited_by":8,"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":"Cloud computing; Data Protection Act 1998; Cloud computing security; Enforcement; Data security; Encryption; Data breach; Information privacy; Corporate governance","score_opus":0.1714410332941196,"score_gpt":0.4553724761501476,"score_spread":0.283931442856028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137938881","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":[0.0038143366,0.9812368,0.001873349,0.002349035,0.000252293,0.0001872197,0.00074018934,0.000026325535,0.009520382],"genre_scores_gemma":[0.022908257,0.97254217,0.002212902,0.0011697039,0.00006235271,0.00021524336,0.00048651034,0.000019777504,0.00038304392],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9864444,0.005372434,0.0033975705,0.0010230505,0.0033589741,0.0004035519],"domain_scores_gemma":[0.91494834,0.06831249,0.006790974,0.001633771,0.007843668,0.00047072466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015468185,0.0006308288,0.0015571276,0.014645787,0.0011158866,0.003901753,0.0015649095,0.0015679558,0.004156692],"category_scores_gemma":[0.06003297,0.0006479439,0.0020920637,0.019040324,0.0017215147,0.0043570544,0.0017783477,0.0015401578,0.0005228614],"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":[0.00013045919,0.00006168247,0.0022246982,0.4102459,0.00087906496,0.0003270645,0.0044410555,0.0008456501,0.0010293184,0.03827452,0.014948757,0.5265919],"study_design_scores_gemma":[0.000025892517,0.00018740993,0.00816906,0.51478994,0.0026392615,0.00050009834,0.00443376,0.00016214352,0.00076088257,0.005129122,0.463151,0.000051417257],"about_ca_topic_score_codex":0.009886308,"about_ca_topic_score_gemma":0.02135959,"teacher_disagreement_score":0.015468185,"about_ca_system_score_codex":0.0049540326,"about_ca_system_score_gemma":0.02657894,"threshold_uncertainty_score":0.081804514},"labels":[],"label_agreement":null}]}