{"meta":{"query_hash":"97ed3f50d8e1","filters":{"venue":"REAL CORP Repository (University of Southampton)"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/97ed3f50d8e1","api":"https://metacan.xera.ac/api/v1/cohort?venue=REAL+CORP+Repository+%28University+of+Southampton%29"},"results":[{"id":"W6989554772","doi":"","title":"Blue City Mannheim&#13;\\nInnovative Konzepte für Konversionsflächen in Mannheim","year":2014,"lang":"de","type":"article","venue":"REAL CORP Repository (University of Southampton)","topic":"Environmental Science and Technology","field":"Biochemistry, Genetics and Molecular Biology","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":"Quarter (Canadian coin); Earthquake resistance; Architectural design","score_opus":0.006891808235720698,"score_gpt":0.1992480706751092,"score_spread":0.1923562624393885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989554772","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":[0.21295066,0.0057384893,0.08440659,0.010638639,0.00067126664,0.0009854106,0.002692731,0.006789348,0.6751268],"genre_scores_gemma":[0.37480688,0.0037566735,0.05694905,0.0008376517,0.000068280446,0.00035413756,0.0027683228,0.0008049521,0.5596542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760014,0.0005075428,0.00011286385,0.00036437326,0.00075828,0.000656865],"domain_scores_gemma":[0.9990902,0.00017186967,0.000078589874,0.00018438045,0.00024132541,0.0002336206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020432295,0.000652508,0.00024052015,0.0011762358,0.0020941782,0.0066650216,0.0012703878,0.0017619184,0.023368644],"category_scores_gemma":[0.0013942198,0.00061944505,0.00059645926,0.0016718021,0.0018618142,0.002557193,0.0031537903,0.0013637467,0.008137091],"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":[0.0007211803,0.00053653197,0.014767785,0.0009827497,0.00007094082,0.0025208853,0.02334183,0.012956083,0.02719721,0.36908925,0.089222796,0.4585927],"study_design_scores_gemma":[0.000037819413,0.00011073379,0.006375484,0.00019595369,0.000020409594,0.00023354068,0.0035668942,0.0019783848,0.008173603,0.004079761,0.9751799,0.000047444042],"about_ca_topic_score_codex":0.15404347,"about_ca_topic_score_gemma":0.18887858,"teacher_disagreement_score":0.15404347,"about_ca_system_score_codex":0.01198253,"about_ca_system_score_gemma":0.0073036905,"threshold_uncertainty_score":0.30629367},"labels":[],"label_agreement":null},{"id":"W7005664432","doi":"","title":"Re-thinking Housing and Mobility – A European Living Lab for Sustainable Mobility in Munich","year":2017,"lang":"en","type":"article","venue":"REAL CORP Repository (University of Southampton)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"Quarter (Canadian coin); Sustainable development; Sustainable transport; Quality (philosophy); Sustainable growth rate; Sustainable city; Sustainability; Personal mobility; Public transport","score_opus":0.008743733684792929,"score_gpt":0.22896706680953569,"score_spread":0.22022333312474277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005664432","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":[0.42261335,0.005813843,0.02844027,0.032532413,0.00196436,0.00023805721,0.00056316314,0.00094217947,0.5068923],"genre_scores_gemma":[0.75422764,0.0011175205,0.011311331,0.00093458797,0.00010605814,0.00009335021,0.0003271413,0.00013898771,0.23174338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99923956,0.00028354296,0.000023293964,0.0000927244,0.00014670873,0.00021411786],"domain_scores_gemma":[0.99963284,0.00003339147,0.000027204504,0.000062363375,0.000041835498,0.00020244213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014102295,0.00026950586,0.000101839665,0.00029992987,0.0015488819,0.003409258,0.0008184606,0.0008308522,0.015366186],"category_scores_gemma":[0.0007950399,0.00015605765,0.00018809976,0.00040132552,0.0021983448,0.0023734674,0.0051270793,0.00073077594,0.0021860714],"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":[0.00026144247,0.00020673778,0.005711881,0.00036256458,0.00002584714,0.00177091,0.021334846,0.0041745612,0.008364835,0.61030626,0.10296835,0.2445117],"study_design_scores_gemma":[0.000023435945,0.00014556713,0.009756749,0.00010765699,0.000009899508,0.00041825912,0.010487088,0.0009382584,0.0027713808,0.011318588,0.96399,0.00003305578],"about_ca_topic_score_codex":0.0072166207,"about_ca_topic_score_gemma":0.015458514,"teacher_disagreement_score":0.015366186,"about_ca_system_score_codex":0.0037252428,"about_ca_system_score_gemma":0.0032345806,"threshold_uncertainty_score":0.051405072},"labels":[],"label_agreement":null},{"id":"W7057133508","doi":"","title":"How to Strengthen Non-Motorised Mobility of Elderly People? An Evidence-based Manual for the&#13;\\nSet-up of Fall Prevention Programmes in Communities","year":2017,"lang":"en","type":"article","venue":"REAL CORP Repository (University of Southampton)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Falling (accident); Fall prevention; Feeling; Fear of falling; Quarter (Canadian coin); Order (exchange); Occupational safety and health; Poison control","score_opus":0.0393627383201722,"score_gpt":0.28026270963014194,"score_spread":0.24089997130996973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057133508","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069868932,0.6608993,0.02721922,0.07694947,0.013486233,0.015719792,0.026299236,0.00406495,0.16837497],"genre_scores_gemma":[0.021665689,0.66372544,0.14357294,0.02263885,0.0021373285,0.016686697,0.018799346,0.0007283894,0.11004529],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497557,0.0013808775,0.0011606794,0.00021533298,0.002104875,0.00016263088],"domain_scores_gemma":[0.9944126,0.0027390374,0.0008355895,0.000279482,0.0014107829,0.00032254748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006426872,0.0013294244,0.0016558905,0.0050309077,0.0007999467,0.002217588,0.0029660491,0.003398821,0.05204147],"category_scores_gemma":[0.014001046,0.00064581726,0.0026996431,0.0020898578,0.00086974486,0.0029473521,0.002856473,0.0027203928,0.02191607],"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":[0.00014384635,0.00032982542,0.00023486358,0.036344334,0.00010359194,0.00012137881,0.00029806368,0.00015503296,0.00043050665,0.0023551404,0.17114244,0.7883409],"study_design_scores_gemma":[0.00060322403,0.00030865415,0.0070225187,0.1085233,0.00030995245,0.00030676107,0.00033982098,0.00021316877,0.00085715763,0.004030891,0.8774173,0.00006730176],"about_ca_topic_score_codex":0.008796866,"about_ca_topic_score_gemma":0.025860295,"teacher_disagreement_score":0.05204147,"about_ca_system_score_codex":0.0021088005,"about_ca_system_score_gemma":0.005776466,"threshold_uncertainty_score":0.17409605},"labels":[],"label_agreement":null}]}