{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"97ed3f50d8e1","filters":{"venue":"REAL CORP Repository (University of Southampton)"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0393627383201722,"gpt":0.2802627096301419,"spread":0.2408999713099697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004576232,0.0001218311,0.0003028252,0.00008854032,0.0003517599,0.00005441399,0.0007892053,0.00005155807,0.0002900449],"category_scores_gemma":[0.00002062004,0.0001216412,0.0001687777,0.00008105725,0.000263897,0.000162871,0.0001939205,0.0001201663,3.427698e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001673835,"about_ca_system_score_gemma":0.000204923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09615073,"about_ca_topic_score_gemma":0.0147043,"domain_scores_codex":[0.9989657,0.0001426928,0.000205716,0.0001868543,0.0003145014,0.0001844703],"domain_scores_gemma":[0.9979397,0.0003411524,0.0004481442,0.0008372054,0.0003548062,0.00007899551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001393975,0.0007876944,0.8195457,0.0004096902,0.0001044328,0.000001263556,0.01188828,0.00009878846,0.005658858,0.0001734877,0.00010232,0.1598355],"study_design_scores_gemma":[0.00222289,0.002240629,0.8874881,0.0004251377,0.0001062124,1.73802e-7,0.09795885,0.005764937,0.003271088,0.00006634677,0.0002514049,0.0002042296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959362,0.00001200325,0.00152895,0.0002510303,0.00006586553,0.001320078,0.00007063364,0.000007738148,0.0008074951],"genre_scores_gemma":[0.9978185,0.000007542789,0.0004434986,7.026166e-7,0.00002844702,0.00001282997,0.00002463474,0.000006059615,0.001657749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1596313,"threshold_uncertainty_score":0.9098681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earthquake resistance; Architectural design","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006891808235720698,"gpt":0.1992480706751092,"spread":0.1923562624393885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003534364,0.0003227099,0.0004390179,0.0001717891,0.0003514435,0.00001678511,0.0007803928,0.0006657041,0.00009637464],"category_scores_gemma":[0.00002662019,0.0004017977,0.0002144904,0.00040949,0.001126255,0.00003254013,0.0007626139,0.0004009248,0.0001049414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419248,"about_ca_system_score_gemma":0.0001045213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008511,"about_ca_topic_score_gemma":0.0003639816,"domain_scores_codex":[0.9978301,0.0001876864,0.0003114072,0.0008433686,0.0003148374,0.0005126322],"domain_scores_gemma":[0.9986025,0.00003348269,0.0004076921,0.0007030424,0.00008170717,0.0001715504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006685702,0.0006538639,0.5441999,0.0001257268,0.000410361,0.0002551994,0.00258476,0.0001390935,0.4418822,0.0006301461,0.001966249,0.006483959],"study_design_scores_gemma":[0.006003168,0.003656678,0.5832838,0.0004352686,0.0005323137,0.0001003195,0.02270156,0.001382198,0.3238768,0.0005467687,0.05518497,0.002296178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907621,0.0003811902,0.0006250023,0.0002273139,0.000392715,0.000264446,0.0000418337,0.00003062205,0.007274752],"genre_scores_gemma":[0.9958742,0.0007727786,0.0003482239,0.00006301783,0.0001319046,7.836125e-7,0.00009901653,0.00001925218,0.002690792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1180053,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008743733684792929,"gpt":0.2289670668095357,"spread":0.2202233331247428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009469083,0.0001221312,0.0002161219,0.0000551231,0.0006448687,0.00007236213,0.0004212637,0.0001071934,0.000002969537],"category_scores_gemma":[0.0001704201,0.000154591,0.0001191922,0.00004553419,0.0002838263,0.00003825936,0.0007526297,0.0001014005,2.602355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005589669,"about_ca_system_score_gemma":0.0000554476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004508507,"about_ca_topic_score_gemma":0.001274621,"domain_scores_codex":[0.9989651,0.0001394177,0.0001514224,0.0004300616,0.00009987711,0.0002141168],"domain_scores_gemma":[0.9985809,0.0000361387,0.0002765085,0.0008408838,0.0002049989,0.00006060019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004465719,0.0004702961,0.5805867,0.0005277935,0.0001620501,0.0002178835,0.004000152,0.00003865689,0.4097477,0.0001266539,0.0003423835,0.003333167],"study_design_scores_gemma":[0.002227793,0.000930824,0.8164233,0.0004500251,0.0003535323,0.00002623144,0.0441094,0.001938166,0.1280178,0.0007091488,0.00361853,0.001195242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987332,0.0001170978,0.001576711,0.00001658613,0.000009951196,0.0002593831,0.000002342757,0.00002524056,0.01066071],"genre_scores_gemma":[0.9969268,0.000101739,0.00159725,0.000007143078,0.00003397496,7.288431e-7,0.000009864259,0.00001402771,0.001308504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2817299,"threshold_uncertainty_score":0.6815544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}