{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006426872,0.001329424,0.00165589,0.005030908,0.0007999467,0.002217588,0.002966049,0.003398821,0.05204147],"category_scores_gemma":[0.01400105,0.0006458173,0.002699643,0.002089858,0.0008697449,0.002947352,0.002856473,0.002720393,0.02191607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021088,"about_ca_system_score_gemma":0.005776466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008796866,"about_ca_topic_score_gemma":0.02586029,"domain_scores_codex":[0.9949756,0.001380877,0.001160679,0.000215333,0.002104875,0.0001626309],"domain_scores_gemma":[0.9944126,0.002739037,0.0008355895,0.000279482,0.001410783,0.0003225475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001438464,0.0003298254,0.0002348636,0.03634433,0.0001035919,0.0001213788,0.0002980637,0.000155033,0.0004305067,0.00235514,0.1711424,0.7883409],"study_design_scores_gemma":[0.000603224,0.0003086542,0.007022519,0.1085233,0.0003099524,0.0003067611,0.000339821,0.0002131688,0.0008571576,0.004030891,0.8774173,0.00006730176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006986893,0.6608993,0.02721922,0.07694947,0.01348623,0.01571979,0.02629924,0.00406495,0.168375],"genre_scores_gemma":[0.02166569,0.6637254,0.1435729,0.02263885,0.002137328,0.0166867,0.01879935,0.0007283894,0.1100453],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05204147,"threshold_uncertainty_score":0.174096,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00204323,0.000652508,0.0002405202,0.001176236,0.002094178,0.006665022,0.001270388,0.001761918,0.02336864],"category_scores_gemma":[0.00139422,0.0006194451,0.0005964593,0.001671802,0.001861814,0.002557193,0.00315379,0.001363747,0.008137091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01198253,"about_ca_system_score_gemma":0.007303691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1540435,"about_ca_topic_score_gemma":0.1888786,"domain_scores_codex":[0.9976001,0.0005075428,0.0001128638,0.0003643733,0.00075828,0.000656865],"domain_scores_gemma":[0.9990902,0.0001718697,0.00007858987,0.0001843804,0.0002413254,0.0002336206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007211803,0.000536532,0.01476778,0.0009827497,0.00007094082,0.002520885,0.02334183,0.01295608,0.02719721,0.3690892,0.0892228,0.4585927],"study_design_scores_gemma":[0.00003781941,0.0001107338,0.006375484,0.0001959537,0.00002040959,0.0002335407,0.003566894,0.001978385,0.008173603,0.004079761,0.9751799,0.00004744404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2129507,0.005738489,0.08440659,0.01063864,0.0006712666,0.0009854106,0.002692731,0.006789348,0.6751268],"genre_scores_gemma":[0.3748069,0.003756674,0.05694905,0.0008376517,0.00006828045,0.0003541376,0.002768323,0.0008049521,0.5596542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1540435,"threshold_uncertainty_score":0.3062937,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001410229,0.0002695059,0.0001018397,0.0002999299,0.001548882,0.003409258,0.0008184606,0.0008308522,0.01536619],"category_scores_gemma":[0.0007950399,0.0001560576,0.0001880998,0.0004013255,0.002198345,0.002373467,0.005127079,0.0007307759,0.002186071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003725243,"about_ca_system_score_gemma":0.003234581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007216621,"about_ca_topic_score_gemma":0.01545851,"domain_scores_codex":[0.9992396,0.000283543,0.00002329396,0.0000927244,0.0001467087,0.0002141179],"domain_scores_gemma":[0.9996328,0.00003339147,0.0000272045,0.00006236338,0.0000418355,0.0002024421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002614425,0.0002067378,0.005711881,0.0003625646,0.00002584714,0.00177091,0.02133485,0.004174561,0.008364835,0.6103063,0.1029684,0.2445117],"study_design_scores_gemma":[0.00002343594,0.0001455671,0.009756749,0.000107657,0.000009899508,0.0004182591,0.01048709,0.0009382584,0.002771381,0.01131859,0.96399,0.00003305578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4226134,0.005813843,0.02844027,0.03253241,0.00196436,0.0002380572,0.0005631631,0.0009421795,0.5068923],"genre_scores_gemma":[0.7542276,0.00111752,0.01131133,0.000934588,0.0001060581,0.00009335021,0.0003271413,0.0001389877,0.2317434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01536619,"threshold_uncertainty_score":0.05140507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}