{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"31d54225c1bf","filters":{"venue":"University College London"}},"results":[{"id":"W6894304489","doi":"10.5522/04/24110472","title":"Supplementary file.docx -<b>‘Partner involvement in contraception decision making globally: qualitative evidence synthesis’</b>","year":2023,"lang":"en","type":"dataset","venue":"University College London","topic":"","field":"","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":"Systematic review; Data extraction; MEDLINE; Qualitative research; Alternative medicine; Cochrane Library; Qualitative property; Population","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04235594326050832,"gpt":0.3311970117876825,"spread":0.2888410685271742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01493217,0.002057408,0.002591135,0.009550816,0.001789808,0.004533654,0.002775334,0.002063587,0.8884054],"category_scores_gemma":[0.1237134,0.001689827,0.002560565,0.01629808,0.0008847606,0.005807161,0.002907614,0.00191972,0.1450179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005373996,"about_ca_system_score_gemma":0.01399108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391214,"about_ca_topic_score_gemma":0.02180944,"domain_scores_codex":[0.9952309,0.001473854,0.001548716,0.0005653981,0.000819625,0.0003615078],"domain_scores_gemma":[0.821762,0.1485524,0.007265265,0.003278384,0.01786772,0.001274179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007446485,0.00006612943,0.000735917,0.08306717,0.0001198563,0.00009012585,0.0007107041,0.0003165195,0.0001771241,0.002683477,0.8887866,0.02250166],"study_design_scores_gemma":[0.006595676,0.0002956074,0.01198766,0.06162307,0.000454606,0.0003048052,0.003795276,0.001037673,0.001038743,0.01158193,0.9010395,0.0002454109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003345493,0.0001703552,0.0008481321,0.0008406555,0.0002102968,0.004120081,0.9891907,0.0004898989,0.00379537],"genre_scores_gemma":[0.009967512,0.002002032,0.03917807,0.004506384,0.0005543871,0.2221287,0.6726019,0.002169767,0.04689125],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8884054,"threshold_uncertainty_score":0.1591762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931658760","doi":"10.5522/04/29132735","title":"EUI_Metis_Composite_9Apr2024","year":2025,"lang":"en","type":"other","venue":"University College London","topic":"Radioactive Decay and Measurement Techniques","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":"Science and Technology Facilities Council","keywords":"Corona (planetary geology); Cadence; Head (geology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005281408976307728,"gpt":0.1984287964025564,"spread":0.1931473874262487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005263409,0.001174097,0.0006247051,0.001204255,0.001078722,0.00263918,0.001171542,0.0009747818,0.448231],"category_scores_gemma":[0.0009396421,0.000510219,0.0007575206,0.001336579,0.0003195794,0.001134799,0.001797751,0.001233816,0.3756037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009408389,"about_ca_system_score_gemma":0.0006374145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01803276,"about_ca_topic_score_gemma":0.03489506,"domain_scores_codex":[0.9997074,0.00002332143,0.00000710089,0.00004431387,0.0001470195,0.00007071948],"domain_scores_gemma":[0.9995131,0.00003984533,0.00002613873,0.0001275366,0.0001476166,0.0001457054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001847004,0.00001638588,0.0002319808,0.00006765926,0.000007746922,0.00004202486,0.00001537973,0.0001798307,0.0008923165,0.0007348439,0.9864027,0.01122446],"study_design_scores_gemma":[0.00003529815,0.00001431169,0.002076122,0.00002319771,0.000003419787,0.00002619846,0.00001798253,0.0004572745,0.001421257,0.00055802,0.9953498,0.00001711931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002280432,0.0002704651,0.004122722,0.000690236,0.001858088,0.0002307265,0.4502885,0.05134393,0.4889149],"genre_scores_gemma":[0.01397563,0.0002747405,0.007317508,0.0006219621,0.0006101591,0.0002219053,0.6361693,0.01965179,0.321157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.448231,"threshold_uncertainty_score":0.7870314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6969181150","doi":"10.5522/04/26531686.v1","title":"PitVis Challenge: Endoscopic Pituitary Surgery videos","year":2024,"lang":"en","type":"dataset","venue":"University College London","topic":"","field":"","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":"Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Workflow; Annotation; Metadata; Scripting language; Endoscopic surgery; Multidisciplinary team; Baseline (sea)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01528757782809919,"gpt":0.2171137684283541,"spread":0.2018261906002549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008313995,0.003947621,0.001573975,0.002627427,0.001120068,0.001965891,0.00340674,0.003371163,0.02645157],"category_scores_gemma":[0.004534965,0.0005597805,0.001795843,0.003385569,0.0005446131,0.001656121,0.002343727,0.002338212,0.04688078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417851,"about_ca_system_score_gemma":0.00239931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04612047,"about_ca_topic_score_gemma":0.1062667,"domain_scores_codex":[0.9985176,0.0002191609,0.0001237467,0.0004242711,0.0004756714,0.0002395022],"domain_scores_gemma":[0.9985916,0.000289046,0.00009923068,0.000350072,0.0004645766,0.0002053519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003223488,0.000134124,0.0009338525,0.0008637785,0.00006106755,0.0001746853,0.00004176206,0.000892924,0.0007464307,0.000322921,0.9721256,0.02338059],"study_design_scores_gemma":[0.0005447073,0.0002937192,0.01902326,0.001064961,0.000126191,0.001922696,0.0005477612,0.01218491,0.005443168,0.00256529,0.9561075,0.0001758077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005637627,0.002016852,0.001594675,0.0005811337,0.0004122221,0.0002510273,0.9776504,0.005843918,0.006012107],"genre_scores_gemma":[0.003042367,0.0002373483,0.001998386,0.0001163142,0.0000310421,0.000145443,0.9918905,0.0001667739,0.002371774],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04612047,"threshold_uncertainty_score":0.09170401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931937542","doi":"10.5522/04/26531686","title":"PitVis-2023 Challenge: Endoscopic Pituitary Surgery videos","year":2024,"lang":"en","type":"dataset","venue":"University College London","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","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":"Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Workflow; Annotation; Metadata; Scripting language; Endoscopic surgery; Multidisciplinary team; Baseline (sea)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01445041144805364,"gpt":0.235778514017935,"spread":0.2213281025698813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008599595,0.004257099,0.001396749,0.002384594,0.001076529,0.001918199,0.003236703,0.00354857,0.02385047],"category_scores_gemma":[0.003836598,0.0005328009,0.00194191,0.002981868,0.0005164992,0.001449985,0.002325393,0.002486745,0.04149725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386805,"about_ca_system_score_gemma":0.00229565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04111282,"about_ca_topic_score_gemma":0.101191,"domain_scores_codex":[0.9986711,0.0002218695,0.0001062997,0.0003816369,0.0004034245,0.0002157407],"domain_scores_gemma":[0.9987634,0.0002587299,0.00008751795,0.0003155041,0.0003757567,0.0001990541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002972451,0.0001448248,0.001076742,0.0007680251,0.00006748403,0.000154807,0.0000389311,0.001023766,0.000714217,0.0003220671,0.9757392,0.0196526],"study_design_scores_gemma":[0.0006578564,0.0003120662,0.02057626,0.0009664626,0.0001402183,0.001675927,0.0005013077,0.01497996,0.005514208,0.00300221,0.9515069,0.0001666621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004681842,0.001311225,0.001387179,0.0004900909,0.000359204,0.0002294037,0.981194,0.005633547,0.004713464],"genre_scores_gemma":[0.002698531,0.0001680935,0.001979661,0.000122962,0.00002951108,0.0001404858,0.9928952,0.0001600981,0.001805432],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04111282,"threshold_uncertainty_score":0.081747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}