{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":34,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":34,"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":"2ec9bc56a834","filters":{"venue":"University of Hertfordshire Research Archive (University of Hertfordshire)"}},"results":[{"id":"W3105363207","doi":"10.1051/0004-6361/201015899","title":"Probing the initial conditions of high-mass star formation II : Fragmentation, stability, and chemistry towards high-mass star-forming regions G29.96-0.02 and G35.20-1.74","year":2011,"lang":"en","type":"article","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Astrophysics; Stars; Star formation; Maser; Astrochemistry; Astronomy; Galaxy; Interstellar medium","authors":[{"name":"T. Pillai","is_ca":false},{"name":"Jens Kauffmann","is_ca":false},{"name":"F. Wyrowski","is_ca":false},{"name":"J. Hatchell","is_ca":false},{"name":"A. G. Gibb","is_ca":true},{"name":"M. A. Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0385773638376558,"gpt":0.2533694293479982,"spread":0.2147920655103424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002127414,0.0001812312,0.0001946822,0.0004295961,0.0003792614,0.0006406219,0.0002265307,0.0003132773,0.002393838],"category_scores_gemma":[0.0002762759,0.000184238,0.0001392122,0.0002686972,0.000336552,0.0003533072,0.0002661975,0.0003992196,0.0004087778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007468541,"about_ca_system_score_gemma":0.0002027852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008299801,"about_ca_topic_score_gemma":0.01045936,"domain_scores_codex":[0.9999423,0.000003963203,0.000001742818,0.00001889109,0.00001126082,0.00002189723],"domain_scores_gemma":[0.9998342,0.000023716,0.00004849982,0.00001175026,0.00001977249,0.00006205914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005471221,0.0001141672,0.4594612,0.00008296808,0.00007664326,0.0002586303,0.0004772489,0.001192265,0.5229504,0.001167831,0.0009362669,0.01273536],"study_design_scores_gemma":[0.00002029622,0.00007583923,0.9799092,0.000004337268,0.00001261315,0.0001186564,0.00009080291,0.001261518,0.017607,0.0003136938,0.0005802778,0.000005771253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976668,0.0002762067,0.0003486896,0.00004477118,0.000004263708,0.00000605704,0.0002194031,0.00001925103,0.001414428],"genre_scores_gemma":[0.9989946,0.00007333641,0.0002371744,0.00002769376,0.000003402243,0.00000200758,0.0001977057,0.000004784726,0.0004591611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008299801,"threshold_uncertainty_score":0.01650298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2745543913","doi":"","title":"What is Democratic Leadership","year":2015,"lang":"en","type":"article","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Democracy; Political science; Political economy; Business; Economics; Politics; Law","authors":[{"name":"Philip A. Woods","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2700307015155369,"gpt":0.3962678084849555,"spread":0.1262371069694186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01044448,0.0004026113,0.0007120988,0.00124578,0.003926962,0.01162643,0.001061821,0.005475952,0.007350902],"category_scores_gemma":[0.02299152,0.0003354174,0.0003531393,0.002116822,0.01353757,0.01850321,0.00370849,0.008416706,0.003064907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003600014,"about_ca_system_score_gemma":0.00737307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012306,"about_ca_topic_score_gemma":0.01157358,"domain_scores_codex":[0.9906657,0.005364438,0.0002360768,0.0006551175,0.00196418,0.001114502],"domain_scores_gemma":[0.9879516,0.006751162,0.0009181268,0.0004228901,0.002260603,0.001695583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004339611,0.00003287678,0.0008895676,0.0003723007,0.00001983031,0.00009122655,0.01382163,0.00008888217,0.00004977515,0.3421742,0.5993538,0.04306262],"study_design_scores_gemma":[0.000015967,0.00002234564,0.001296764,0.001197098,0.000006276247,0.0001039378,0.01281753,0.00004740097,0.00009899063,0.1550651,0.8293015,0.00002705747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002415376,0.1435204,0.001588303,0.7818145,0.01103387,0.00001786987,0.0001118028,0.00005335711,0.05944446],"genre_scores_gemma":[0.3170873,0.2311167,0.002504651,0.3791017,0.01637519,0.0001335112,0.0003524413,0.000228176,0.0531003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01162643,"threshold_uncertainty_score":0.05523634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W289508730","doi":"","title":"An Exploration of Owner-Manager Problem Solving Practices in Small Firms: The Central Vancouver Island Experience","year":2008,"lang":"en","type":"dissertation","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Geography; Operations management; Operations research; Computer science; Engineering","authors":[{"name":"Isabelle Giroux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06037222877261302,"gpt":0.2814689871869243,"spread":0.2210967584143113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002411916,0.0002833969,0.0003326604,0.001079025,0.0133454,0.005529608,0.001838077,0.001011836,0.003599156],"category_scores_gemma":[0.00576996,0.0005006972,0.0001390554,0.001486537,0.005880865,0.0014235,0.00369423,0.002350295,0.0002829474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01577273,"about_ca_system_score_gemma":0.02668406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7483504,"about_ca_topic_score_gemma":0.9338119,"domain_scores_codex":[0.9974588,0.001102835,0.00007240385,0.000151916,0.000552905,0.0006611284],"domain_scores_gemma":[0.991964,0.002524185,0.0005353487,0.0001801759,0.001278505,0.003517832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003923659,0.0002630398,0.0215376,0.0000737029,0.000006788362,0.001940539,0.9560267,0.00007188894,0.0008991095,0.001045008,0.002150856,0.01594544],"study_design_scores_gemma":[0.000005847078,0.00007556812,0.02227262,0.0000623915,0.000003623031,0.0002292283,0.9600134,0.0001274728,0.0001165945,0.0001127685,0.01696533,0.00001505182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885895,0.000339229,0.0001267137,0.001194704,0.00001956689,0.00003573638,0.00001740077,0.000006893673,0.009670181],"genre_scores_gemma":[0.9905731,0.0005839347,0.0002308426,0.000316331,0.000006149742,0.00002088492,0.00002722538,0.000009339022,0.008232169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2516496,"threshold_uncertainty_score":0.5062633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564416639","doi":"","title":"Outline and Evaluation of a Joint European and Canadian Virtual Mobility: e-Learning Project.","year":2006,"lang":"en","type":"article","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Radiology practices and education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"European commission; Work (physics); Medical education; Blackboard (design pattern); Commission; Joint (building); Psychology; Medicine; European union; Engineering; Political science; Business; Architectural engineering","authors":[{"name":"A. Hilliard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0627870711616926,"gpt":0.3049145644963716,"spread":0.242127493334679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04304637,0.001206832,0.0006386644,0.002328882,0.005218455,0.004586475,0.004048178,0.002899013,0.007277514],"category_scores_gemma":[0.03165188,0.0005134964,0.0009638894,0.002697754,0.002337669,0.002100346,0.006170021,0.001854925,0.002062031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02282627,"about_ca_system_score_gemma":0.08770876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4037081,"about_ca_topic_score_gemma":0.4490523,"domain_scores_codex":[0.9727475,0.01203161,0.001350458,0.001452289,0.008209412,0.004208609],"domain_scores_gemma":[0.9590667,0.003650516,0.001546352,0.002390228,0.01996581,0.01338046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01058906,0.06013758,0.06611277,0.004157929,0.0004139623,0.0008688198,0.02105432,0.01610196,0.01801356,0.01625448,0.08145287,0.7048426],"study_design_scores_gemma":[0.007544376,0.04291775,0.4177817,0.002862796,0.000830535,0.0006050389,0.0594788,0.01014396,0.02931062,0.006639966,0.4211615,0.0007229596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.485717,0.002474847,0.05020114,0.009554517,0.001355759,0.2848731,0.01828771,0.001751984,0.145784],"genre_scores_gemma":[0.6887766,0.00171645,0.1456321,0.00175702,0.0001488951,0.09676916,0.01859305,0.0002754893,0.04633132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5962919,"threshold_uncertainty_score":0.8027164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024503583","doi":"","title":"Settler: Identity and Colonialism in 21st Century Canada","year":2017,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Dysgeusia; Liquation; Durvalumab; Triacetin; Emperipolesis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02680422761994759,"gpt":0.2697039776891176,"spread":0.24289975006917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004220401,0.0004350871,0.0004128249,0.001868087,0.00970393,0.01158611,0.00113552,0.00139756,0.05930499],"category_scores_gemma":[0.001471909,0.000191755,0.000194634,0.008236382,0.003722131,0.002197727,0.002526962,0.001644385,0.004639291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03621157,"about_ca_system_score_gemma":0.05806019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810731,"about_ca_topic_score_gemma":0.9931245,"domain_scores_codex":[0.9993709,0.00003914051,0.00001138488,0.0000343143,0.0003254139,0.0002189028],"domain_scores_gemma":[0.9993056,0.00008117557,0.00002997198,0.00002671735,0.0002849407,0.0002714879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004297353,0.00002295032,0.001863761,0.0003642103,0.000009328958,0.0003500816,0.02008946,0.0001958765,0.0001024443,0.1292583,0.7106022,0.1370984],"study_design_scores_gemma":[0.000004592741,0.00000245306,0.005538475,0.000327867,0.000005485794,0.00008605474,0.01188836,0.00005191471,0.0000591669,0.00259374,0.9794295,0.00001241195],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01227047,0.07834539,0.0002703536,0.02808371,0.0009746891,0.00003688235,0.002203535,0.0001100928,0.8777049],"genre_scores_gemma":[0.1578569,0.07574298,0.0004108413,0.001977428,0.0004472981,0.00002937306,0.001354004,0.0002226672,0.7619585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05930499,"threshold_uncertainty_score":0.2627345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029322167","doi":"","title":"Incarceration, reserves, and indigenous deprivation and death in 20th century Canada","year":2019,"lang":"fr","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Indigenous; Colonialism; Colonial period; Colonization; First nation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01893965698482848,"gpt":0.2282991124275118,"spread":0.2093594554426833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003055088,0.0001747407,0.0002195553,0.001365625,0.009596419,0.002891611,0.0007575362,0.000513827,0.008371882],"category_scores_gemma":[0.001350782,0.0001357131,0.0001549983,0.002814289,0.004350019,0.0005710832,0.002324623,0.001007889,0.0002197517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06862999,"about_ca_system_score_gemma":0.07400499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971002,"about_ca_topic_score_gemma":0.9992223,"domain_scores_codex":[0.9994909,0.00003148356,0.000009630427,0.00002793026,0.0001059435,0.0003340948],"domain_scores_gemma":[0.9991356,0.00009492319,0.0001029005,0.00001987081,0.0003257769,0.0003210668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001909431,0.0001405479,0.2851795,0.0005798691,0.00007360337,0.00233192,0.4396455,0.001197884,0.0005695946,0.107779,0.06013054,0.1021811],"study_design_scores_gemma":[0.00001290847,0.00003001099,0.4566966,0.0007210912,0.00004296904,0.000343268,0.3364273,0.0002730548,0.0002878213,0.002645585,0.202447,0.00007240554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8452964,0.009319583,0.0001022477,0.008245894,0.0001150629,0.0000333619,0.001356477,0.00001623122,0.1355146],"genre_scores_gemma":[0.9565773,0.00678516,0.0000802862,0.0005040661,0.00002075565,0.00001268443,0.0002075136,0.00001159774,0.03580063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06862999,"threshold_uncertainty_score":0.4979478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989661900","doi":"","title":"Camera Opera : [Video installation]","year":2013,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Opera; Work (physics); Performance art; Photography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03169109376012489,"gpt":0.2611099691720871,"spread":0.2294188754119622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003696612,0.001179716,0.0003460888,0.001903564,0.003170618,0.005116493,0.001785556,0.0008909595,0.5399638],"category_scores_gemma":[0.001033521,0.0004700045,0.0004364958,0.003997587,0.001012333,0.001725471,0.002183376,0.001281108,0.1792115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005077233,"about_ca_system_score_gemma":0.00515642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5308239,"about_ca_topic_score_gemma":0.7450675,"domain_scores_codex":[0.9996763,0.00002456995,0.00000602202,0.00004307154,0.0001737806,0.00007623347],"domain_scores_gemma":[0.9996179,0.00002441049,0.00001289435,0.00005134679,0.0001894824,0.0001039135],"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":[0.00001650484,0.000006453276,0.00007501157,0.00005872859,0.000001956837,0.00005044623,0.0002170279,0.00003795098,0.0001427213,0.001949518,0.9794501,0.01799366],"study_design_scores_gemma":[0.000003133225,0.000001294858,0.0007305093,0.00003375912,0.000001081933,0.0000205264,0.0001205086,0.00001616363,0.00006515064,0.0001001276,0.9989028,0.000004856296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006973027,0.001855793,0.000841488,0.001114869,0.0008142454,0.0001188912,0.02132341,0.002340424,0.9708936],"genre_scores_gemma":[0.006210193,0.001154091,0.0009940654,0.0002691013,0.0002223494,0.00009202553,0.008550901,0.001816014,0.9806912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5399638,"threshold_uncertainty_score":0.9438782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024515385","doi":"","title":"Settler colonialism and the consolidation of Canada in the twentieth century","year":2017,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Colonialism; Consolidation (business); Frontier; Kingdom","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02129222131146982,"gpt":0.252510815535133,"spread":0.2312185942236632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207958,0.0002642054,0.000261932,0.001450703,0.01166293,0.007957179,0.001005338,0.001531663,0.01868419],"category_scores_gemma":[0.00202445,0.0001880603,0.0001886314,0.005519789,0.005022448,0.00175832,0.003182104,0.001845412,0.0009386636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06852371,"about_ca_system_score_gemma":0.08774207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873161,"about_ca_topic_score_gemma":0.9948972,"domain_scores_codex":[0.998947,0.00005361284,0.00001784769,0.00005863394,0.0003083264,0.0006146423],"domain_scores_gemma":[0.999265,0.00008410072,0.0000602445,0.00003269086,0.000296093,0.0002617249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001403611,0.00003861413,0.008355788,0.0004562043,0.00002492058,0.001689164,0.08259919,0.0006258537,0.000446081,0.5484917,0.1974733,0.1596589],"study_design_scores_gemma":[0.00001108432,0.000006903622,0.01514216,0.0004046141,0.000009232035,0.0001930235,0.01825234,0.0001073929,0.0001711289,0.004185207,0.9614922,0.00002472521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1372874,0.04903361,0.0003134284,0.02838572,0.0004171896,0.00005120581,0.001428468,0.00006976454,0.7830132],"genre_scores_gemma":[0.6539484,0.03439682,0.0003448038,0.002623451,0.0001330073,0.00003189345,0.0006534112,0.00009195924,0.3077763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06852371,"threshold_uncertainty_score":0.4971766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6979940364","doi":"","title":"Anna and the Tower : Multi Screen Video Installation","year":2015,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Tower; Context (archaeology); Cinematography; German; Shot (pellet); Isolation (microbiology); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04893251154792823,"gpt":0.2775212687529102,"spread":0.228588757204982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005516325,0.0007616636,0.0001739882,0.001082083,0.0019137,0.0027722,0.0008851738,0.0007058326,0.2568585],"category_scores_gemma":[0.002074462,0.0003388823,0.0002007297,0.0007901753,0.0004921134,0.001901095,0.002662091,0.0008988977,0.0499818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008685353,"about_ca_system_score_gemma":0.0005225492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007011483,"about_ca_topic_score_gemma":0.02672607,"domain_scores_codex":[0.9996328,0.00009486001,0.000009226818,0.00004586688,0.000149872,0.00006737991],"domain_scores_gemma":[0.999275,0.0002028137,0.00002028983,0.0001077888,0.0001756319,0.000218601],"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":[0.0002203399,0.00007916338,0.0002906292,0.0002215431,0.000005878859,0.0006569572,0.00458526,0.0001876293,0.004943254,0.005986548,0.8964059,0.08641683],"study_design_scores_gemma":[0.00001448127,0.00003234796,0.001871651,0.0001078191,0.000004417288,0.0004140663,0.001593247,0.0002888699,0.001145541,0.0004531459,0.9940537,0.00002086923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01532864,0.000660433,0.008644271,0.001237087,0.001430057,0.0003023756,0.005805322,0.007268714,0.9593231],"genre_scores_gemma":[0.1113615,0.001115857,0.01231685,0.0004520934,0.0008361196,0.000461217,0.005095776,0.004673483,0.8636872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2568585,"threshold_uncertainty_score":0.8592772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7057788960","doi":"","title":"L' avenir (Looking Forward) : Montreal Biennale 2014","year":2015,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Exhibition; Summit; Downtown; Futures contract; Event (particle physics); Space (punctuation)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01525318754783596,"gpt":0.2446222875295914,"spread":0.2293690999817554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048546,0.001136739,0.0003774294,0.00127546,0.00459867,0.004568398,0.001101994,0.001019481,0.5709969],"category_scores_gemma":[0.0009928463,0.0004024127,0.000435141,0.001547739,0.0008894184,0.001609009,0.002448109,0.001649407,0.1198009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009281004,"about_ca_system_score_gemma":0.004574961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4756777,"about_ca_topic_score_gemma":0.805622,"domain_scores_codex":[0.9995982,0.00002762721,0.000004434587,0.00006741054,0.0001904844,0.0001118393],"domain_scores_gemma":[0.9995684,0.00002306926,0.00001648842,0.00003276312,0.0001371252,0.0002221981],"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":[0.00005303183,0.00001411491,0.0002276921,0.00006063829,0.000003812037,0.000118545,0.000206455,0.00008497915,0.0003018528,0.004622476,0.9625932,0.03171326],"study_design_scores_gemma":[0.000003038283,0.000003395785,0.0009250105,0.00002916595,8.343279e-7,0.00001757628,0.00008550361,0.00002169431,0.00009550168,0.0001316312,0.998681,0.000005624739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002045019,0.004615929,0.0008291159,0.003849525,0.00246957,0.0001222231,0.00881377,0.001305712,0.975949],"genre_scores_gemma":[0.005471625,0.0008261565,0.0003960392,0.0002092369,0.000152703,0.00003494386,0.001234036,0.0003762449,0.9912991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5709969,"threshold_uncertainty_score":0.9458178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093424515","doi":"","title":"Batum","year":2018,"lang":"","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Identity (music); Politics; Poetry; Movie theater; National identity; Meaning (existential); Natural (archaeology); Cultural identity; Consciousness","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03792764452275543,"gpt":0.2725380951304467,"spread":0.2346104506076913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006240606,0.000809167,0.000572231,0.001241311,0.004719803,0.006607432,0.001515814,0.002887053,0.4018994],"category_scores_gemma":[0.001634328,0.0004724348,0.0004777614,0.001017426,0.001308667,0.00389196,0.005321589,0.002804197,0.2388316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003265127,"about_ca_system_score_gemma":0.002130409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007535189,"about_ca_topic_score_gemma":0.02452688,"domain_scores_codex":[0.9989931,0.0001832505,0.0000472156,0.0002627053,0.0003517337,0.0001620323],"domain_scores_gemma":[0.9993873,0.0000728293,0.00003331228,0.00009085978,0.0001787037,0.0002369892],"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":[0.0001156137,0.00005134198,0.0005952518,0.0005075913,0.00000692392,0.0005982592,0.004941606,0.00007984907,0.002162308,0.06211415,0.7583818,0.1704454],"study_design_scores_gemma":[0.000001244247,0.00000533476,0.0002035511,0.00005186136,8.025813e-7,0.0001241892,0.0003326176,0.00001482356,0.00006785148,0.000488513,0.9987069,0.000002267238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002833558,0.006521875,0.001511057,0.007772395,0.005785629,0.00009983341,0.001223619,0.0008857212,0.9733663],"genre_scores_gemma":[0.01168332,0.002420449,0.001122138,0.001563492,0.0003812513,0.00007082766,0.0006208802,0.0004492345,0.9816884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4018994,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989304930","doi":"","title":"Anna and the Tower : Solo Exhibition, Toronto International Film Festival","year":2015,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Context (archaeology); Tower; Cinematography; Exhibition; German; Roller coaster; Shot (pellet); Cityscape; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0276459277530927,"gpt":0.2701389471431036,"spread":0.2424930193900109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007668914,0.001717723,0.0004164481,0.001148586,0.01771247,0.007123138,0.0009379283,0.001477366,0.0507624],"category_scores_gemma":[0.001189093,0.0005289145,0.0005420599,0.001735709,0.004213929,0.001491213,0.005221882,0.003772252,0.006667996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01508064,"about_ca_system_score_gemma":0.007652939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.378051,"about_ca_topic_score_gemma":0.8080417,"domain_scores_codex":[0.999271,0.00010633,0.00001354866,0.0000712968,0.0002603284,0.000277594],"domain_scores_gemma":[0.998907,0.00007962035,0.00003716222,0.00004932,0.0001632506,0.000763729],"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":[0.0001284883,0.00004154074,0.0007857335,0.0001744749,0.00001961266,0.0006511211,0.04547893,0.0001075044,0.001324777,0.00420459,0.9398065,0.007276664],"study_design_scores_gemma":[0.00001207788,0.00003000728,0.004953112,0.0001579727,0.00001232511,0.0001657889,0.02789813,0.00005526963,0.0003343491,0.000181732,0.9661764,0.00002287541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1188802,0.01910219,0.0008792441,0.0419362,0.02524197,0.0003415138,0.01170015,0.0009764758,0.780942],"genre_scores_gemma":[0.3664454,0.0104735,0.001056622,0.003637921,0.004208387,0.0002757887,0.004841803,0.0009402063,0.6081204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.378051,"threshold_uncertainty_score":0.751701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7052448530","doi":"","title":"Stadium : Video Installation","year":2015,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Stadium; The Imaginary; Spectacle; Politics; Disenchantment; Hollywood; Mass media; Modernity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02491874540743395,"gpt":0.2561099756216249,"spread":0.231191230214191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007031397,0.001024699,0.0003142729,0.001558169,0.00152495,0.002795569,0.001153187,0.0007954122,0.2780586],"category_scores_gemma":[0.001609133,0.0004387054,0.0004819296,0.001724927,0.000449992,0.001617126,0.002541259,0.001378234,0.06532235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007988863,"about_ca_system_score_gemma":0.0008159093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884483,"about_ca_topic_score_gemma":0.0087678,"domain_scores_codex":[0.9995703,0.0000698874,0.00001753279,0.00009890739,0.0001542064,0.00008915679],"domain_scores_gemma":[0.9994377,0.000122886,0.00001582643,0.000141484,0.0001430315,0.000138872],"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":[0.0005743397,0.0002199644,0.0008606297,0.0005368962,0.00002080341,0.0008832524,0.002883547,0.0006578815,0.01191588,0.01170603,0.7323416,0.2373992],"study_design_scores_gemma":[0.00004532257,0.00009017562,0.002348677,0.0001125682,0.000007811291,0.0002626415,0.0005394964,0.0006073599,0.001736228,0.0008869389,0.9933369,0.00002594827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0245478,0.00101229,0.02847132,0.001315132,0.003304088,0.001371762,0.03672463,0.02148356,0.8817694],"genre_scores_gemma":[0.1471269,0.001303575,0.06700107,0.0008555891,0.001484278,0.002245629,0.04924904,0.009307122,0.7214268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2780586,"threshold_uncertainty_score":0.9301987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094677785","doi":"","title":"Faraday Waves","year":2021,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","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":"Faraday cage; Symmetry (geometry); Faraday effect; Sound wave; Resonance (particle physics); Shear waves","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04631225615085447,"gpt":0.2383395680223498,"spread":0.1920273118714954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009739849,0.001331659,0.00108102,0.002613515,0.002529857,0.004867175,0.001972301,0.002953523,0.1191631],"category_scores_gemma":[0.003789677,0.0007235659,0.0006962121,0.002298083,0.002010686,0.004755008,0.003986229,0.00349945,0.05380121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107681,"about_ca_system_score_gemma":0.001073759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592828,"about_ca_topic_score_gemma":0.001865607,"domain_scores_codex":[0.9979039,0.0002357997,0.00008887567,0.0004085671,0.001148278,0.0002145795],"domain_scores_gemma":[0.9988644,0.0002095746,0.0000720052,0.0002100063,0.0005194335,0.0001245658],"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":[0.0002096538,0.00005404307,0.0004830628,0.001043481,0.00003132944,0.0004457436,0.0006354754,0.001094358,0.01766053,0.3405404,0.3805504,0.2572516],"study_design_scores_gemma":[0.00001924805,0.00003519246,0.0001479338,0.0001766129,0.000004283959,0.0002299384,0.00009527043,0.0003790905,0.004101247,0.01763863,0.9771388,0.00003382231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004943373,0.03839005,0.07869199,0.007016414,0.01238348,0.0002360051,0.002396741,0.004206839,0.8517351],"genre_scores_gemma":[0.1388091,0.04305531,0.07028237,0.00636775,0.00370411,0.0007991764,0.004781554,0.003099269,0.7291013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1191631,"threshold_uncertainty_score":0.3986402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991122537","doi":"","title":"The “Eyeballing” technique : an emerging and alerting trend of alcohol misuse","year":2015,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Commission; Public Health Agency; Public Health Agency of Canada; World Health Organization","keywords":"Context (archaeology); Alcohol consumption; Addiction; Alcohol; Poison control; Binge drinking; Alcohol addiction; Human factors and ergonomics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06799791265044423,"gpt":0.3221707905343688,"spread":0.2541728778839245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145727,0.0001816577,0.000261414,0.006073221,0.0007481733,0.001556091,0.0005969231,0.0005865702,0.01384995],"category_scores_gemma":[0.007327078,0.0001396984,0.0002080967,0.006505675,0.0008681258,0.002046051,0.0008276736,0.0006163717,0.002307727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083663,"about_ca_system_score_gemma":0.001376139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01815401,"about_ca_topic_score_gemma":0.0366681,"domain_scores_codex":[0.9987716,0.0003030037,0.0002254844,0.0001591928,0.0004349547,0.0001057266],"domain_scores_gemma":[0.9921332,0.002089428,0.002872325,0.0001883769,0.002136069,0.0005805753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002813102,0.0002295415,0.5046971,0.006099821,0.0000473565,0.00864492,0.0143384,0.00007170975,0.001760685,0.005893379,0.08356594,0.3743698],"study_design_scores_gemma":[0.00001487806,0.0001088391,0.776948,0.005877941,0.00009010569,0.01865793,0.02393,0.0002067873,0.0006912047,0.001403389,0.1720253,0.00004568199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6268753,0.1413693,0.001705182,0.04860495,0.001773158,0.0002680813,0.01722195,0.0002057429,0.1619764],"genre_scores_gemma":[0.7867106,0.1670574,0.003056259,0.009080839,0.002503769,0.0001000995,0.005193921,0.000158404,0.02613878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815401,"threshold_uncertainty_score":0.04633266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7026893476","doi":"","title":"Bangladesh Communities Find Resources within","year":2011,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Work (physics); Citizenship; Order (exchange); Agriculture; Developing country; Community development; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05515506763559507,"gpt":0.2562472677946092,"spread":0.2010922001590141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005698987,0.0005642112,0.0002786631,0.001192799,0.01099939,0.007066481,0.0006062366,0.00155705,0.3678654],"category_scores_gemma":[0.002065883,0.0002573345,0.0002361151,0.00281976,0.001614994,0.004781436,0.00671867,0.001255865,0.08913009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003303493,"about_ca_system_score_gemma":0.004926046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1195546,"about_ca_topic_score_gemma":0.3882403,"domain_scores_codex":[0.9995579,0.00008974156,0.00001123222,0.00004601902,0.0001362469,0.0001588838],"domain_scores_gemma":[0.9989293,0.0001218651,0.00005451103,0.0001095094,0.0002548136,0.0005298651],"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":[0.00003662837,0.0000308619,0.001633611,0.0001950874,0.000005217853,0.0007679413,0.02424269,0.00004563725,0.0007915106,0.02374346,0.8650962,0.08341108],"study_design_scores_gemma":[0.000001879213,0.000002194604,0.0003902223,0.00004768285,0.000001313414,0.00004138773,0.01588798,0.000005930993,0.00005500377,0.0007366336,0.9828243,0.000005388877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005768343,0.0006180411,0.0004491951,0.007315164,0.0003635688,0.00005216754,0.001549343,0.0003229869,0.9835613],"genre_scores_gemma":[0.07514269,0.001823503,0.001540723,0.003120517,0.00009894351,0.0001118996,0.001780122,0.0006644461,0.9157171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6321346,"threshold_uncertainty_score":0.9016633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7067512125","doi":"","title":"Mamook Komtax Chinuk Pipa / Learning to Write Chinook Jargon : Indigenous Peoples and Literacy Strategies in the South Central Interior of British Columbia in the Late Nineteenth Century","year":2017,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Natural Language Processing Techniques","field":"Computer Science","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":"Indigenous; Literacy; Jargon; Permission; Economic Justice; Adult literacy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01009247921276776,"gpt":0.24716508999671,"spread":0.2370726107839422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004405918,0.0002085074,0.0002844664,0.00101713,0.007224503,0.003423193,0.0004472649,0.0005427542,0.006616597],"category_scores_gemma":[0.001102551,0.0001982487,0.00007973549,0.00189821,0.004216779,0.001111219,0.001674809,0.001075247,0.000468249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100311,"about_ca_system_score_gemma":0.01176212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9142549,"about_ca_topic_score_gemma":0.9749594,"domain_scores_codex":[0.9996691,0.00006788966,0.00001293447,0.00004264053,0.00007356987,0.0001338589],"domain_scores_gemma":[0.9996136,0.0001102791,0.00003594468,0.00001563224,0.0001136129,0.0001110225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003772953,0.00002881743,0.01545753,0.0001030517,0.000005210799,0.0008195746,0.9358744,0.00003190343,0.0008527267,0.004596237,0.002977146,0.03921574],"study_design_scores_gemma":[0.000003310232,0.00001154655,0.0648378,0.0001874824,0.00001287816,0.0002104067,0.8937411,0.0000562642,0.0002976867,0.0007304958,0.03989474,0.00001630606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433618,0.001905732,0.0001377576,0.001979909,0.00002720641,0.00002097982,0.000107243,0.0000108269,0.05244846],"genre_scores_gemma":[0.9715729,0.001516104,0.0001555524,0.0001561953,0.000004169783,0.00001258097,0.00005340611,0.00001600227,0.02651306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0857451,"threshold_uncertainty_score":0.1725001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7052951222","doi":"","title":"Test and evaluation of a new bioaerosol collector in a laboratory setting","year":2023,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministère de la Défense Nationale; Canadian Armed Forces","keywords":"Bioaerosol; Aerosol; Indoor bioaerosol; Elution; Filter (signal processing); Sampling (signal processing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03428546039668125,"gpt":0.2627211381196412,"spread":0.2284356777229599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003154954,0.0007439567,0.0007494665,0.0006001724,0.001715344,0.001682379,0.002274969,0.002054918,0.002486247],"category_scores_gemma":[0.003449318,0.0003833654,0.0006883814,0.0003900366,0.0009602238,0.001253193,0.001391581,0.0006693702,0.001739952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009831665,"about_ca_system_score_gemma":0.002275351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007463321,"about_ca_topic_score_gemma":0.009126358,"domain_scores_codex":[0.9975313,0.0004777986,0.0001815933,0.0005376886,0.001125585,0.0001460304],"domain_scores_gemma":[0.9976235,0.000417615,0.0001286702,0.0002315819,0.00135345,0.0002450814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001929709,0.002029959,0.01169264,0.0007224315,0.0001010147,0.0005236087,0.001323522,0.002279694,0.9288267,0.0004298897,0.001360067,0.04878077],"study_design_scores_gemma":[0.0004023716,0.01726979,0.01873269,0.0001453432,0.0003901861,0.0007504212,0.00275539,0.01253198,0.9230274,0.0003564788,0.02347436,0.0001635539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571901,0.0008255201,0.03095292,0.0006582997,0.0003826339,0.002459648,0.001112425,0.0009166166,0.00550179],"genre_scores_gemma":[0.8946185,0.00124995,0.08053568,0.0004571079,0.0001059342,0.00125783,0.0012996,0.0002348596,0.02024063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007463321,"threshold_uncertainty_score":0.01668519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989375860","doi":"10.1162/artl_a_00303","title":"Measuring Time with Minimal Clocks","year":2019,"lang":"en","type":"article","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Measure (data warehouse); Molecular clock; Biological clock; Circadian clock; Computer science; Atomic clock; Scale (ratio); Dynamics (music); Clock drift; Real-time computing; Biological system; Clock synchronization; Statistical physics; Physics; Biology; Synchronization (alternating current); Neuroscience; Circadian rhythm; Quantum mechanics; Acoustics","authors":[{"name":"Daniel Polani","is_ca":false},{"name":"Chrystopher L. Nehaniv","is_ca":false},{"name":"Christoph Salge","is_ca":true},{"name":"Andrei D. Robu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01575485624599102,"gpt":0.2085615041326941,"spread":0.1928066478867031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315664,0.001006654,0.0008617238,0.002287087,0.0009735099,0.005264369,0.001638582,0.001072983,0.06534111],"category_scores_gemma":[0.007311366,0.0009073006,0.0006644489,0.002311722,0.002065298,0.004584754,0.002722291,0.001859695,0.02869214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526469,"about_ca_system_score_gemma":0.001429327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003507591,"about_ca_topic_score_gemma":0.003106287,"domain_scores_codex":[0.9980041,0.0002539673,0.0001282551,0.0007661561,0.0007591642,0.00008835899],"domain_scores_gemma":[0.9967747,0.0007790793,0.0002507406,0.001284819,0.000697945,0.0002126377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006900295,0.00009072018,0.005218232,0.0005760977,0.0001211435,0.000234846,0.0005293385,0.007919407,0.06382295,0.2640376,0.1029376,0.5538221],"study_design_scores_gemma":[0.0001504005,0.0003237269,0.007418243,0.0005104373,0.0001222206,0.0006940996,0.0003829067,0.06530489,0.06559448,0.2145193,0.6447452,0.0002341004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01718524,0.007206129,0.7278075,0.006326479,0.005488424,0.0002585429,0.009534854,0.016836,0.2093569],"genre_scores_gemma":[0.3943757,0.007619916,0.3870845,0.001861644,0.001102341,0.0008538065,0.01059627,0.003434774,0.193071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06534111,"threshold_uncertainty_score":0.2185878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7032695850","doi":"","title":"Faraday Waves","year":2016,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","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":"Point (geometry); Limiting; Subpoena; Oscillograph; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0434184997425521,"gpt":0.3440985891601582,"spread":0.3006800894176062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009739849,0.001331659,0.00108102,0.002613515,0.002529857,0.004867175,0.001972301,0.002953523,0.1191631],"category_scores_gemma":[0.003789677,0.0007235659,0.0006962121,0.002298083,0.002010686,0.004755008,0.003986229,0.00349945,0.05380121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107681,"about_ca_system_score_gemma":0.001073759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592828,"about_ca_topic_score_gemma":0.001865607,"domain_scores_codex":[0.9979039,0.0002357997,0.00008887567,0.0004085671,0.001148278,0.0002145795],"domain_scores_gemma":[0.9988644,0.0002095746,0.0000720052,0.0002100063,0.0005194335,0.0001245658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002096538,0.00005404307,0.0004830628,0.001043481,0.00003132944,0.0004457436,0.0006354754,0.001094358,0.01766053,0.3405404,0.3805504,0.2572516],"study_design_scores_gemma":[0.00001924805,0.00003519246,0.0001479338,0.0001766129,0.000004283959,0.0002299384,0.00009527043,0.0003790905,0.004101247,0.01763863,0.9771388,0.00003382231],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004943373,0.03839005,0.07869199,0.007016414,0.01238348,0.0002360051,0.002396741,0.004206839,0.8517351],"genre_scores_gemma":[0.1388091,0.04305531,0.07028237,0.00636775,0.00370411,0.0007991764,0.004781554,0.003099269,0.7291013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1191631,"threshold_uncertainty_score":0.3986402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7014485066","doi":"","title":"Plänterwald : [Video and photographic installation]","year":2010,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Exhibition; Contemporary art; Art gallery; Photography; China; Art world","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02322453753751848,"gpt":0.2508537281623377,"spread":0.2276291906248192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004266005,0.001455744,0.0004613754,0.002782278,0.006399517,0.005738253,0.001864378,0.001336827,0.439729],"category_scores_gemma":[0.001069297,0.0007597879,0.0004804857,0.006170336,0.001048439,0.001760579,0.001503445,0.001396233,0.1529469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01051867,"about_ca_system_score_gemma":0.01590986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8849584,"about_ca_topic_score_gemma":0.9631566,"domain_scores_codex":[0.999526,0.00002432603,0.00000983772,0.00005349464,0.00026527,0.0001209913],"domain_scores_gemma":[0.9994029,0.0000276116,0.00001142381,0.00006848523,0.0003831705,0.0001064013],"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":[0.00001447559,0.000007054193,0.00007747734,0.00003845731,0.00000130615,0.00003181198,0.0001462963,0.00004773591,0.00009781022,0.0009092296,0.9863578,0.01227063],"study_design_scores_gemma":[0.000002942483,0.000001521709,0.001434917,0.00003406389,0.000001486757,0.00001979608,0.0002074596,0.00002914111,0.0001005712,0.00008903118,0.9980725,0.000006474627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009391328,0.001207544,0.0005335025,0.0009134593,0.0008079091,0.0001353809,0.02456947,0.0018809,0.9690127],"genre_scores_gemma":[0.004258146,0.0009361259,0.0007875246,0.0001545704,0.00007462521,0.00005377457,0.009255286,0.0009665079,0.9835135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8849584,"threshold_uncertainty_score":0.7991586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989792958","doi":"","title":"Builders : Canadian Biennial 2012, Group Exhibition, National Gallery of Canada, Ottawa","year":2012,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Nucleofection; Gestational period; TSG101; Liquation; Diafiltration; Dysgeusia; Hyporeflexia; Triacetin","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02236818618195412,"gpt":0.2327594075136475,"spread":0.2103912213316933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007181858,0.001394214,0.0004741482,0.002628287,0.01127277,0.005004673,0.001706085,0.001183562,0.3105656],"category_scores_gemma":[0.001233988,0.0007650884,0.0005008378,0.005138129,0.001208085,0.001245071,0.002521382,0.00134066,0.05911469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02637662,"about_ca_system_score_gemma":0.04896109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9741727,"about_ca_topic_score_gemma":0.9973806,"domain_scores_codex":[0.9990421,0.00002488126,0.00001564766,0.00009383053,0.0005829817,0.0002406512],"domain_scores_gemma":[0.9984453,0.0000370692,0.00003116567,0.00008484368,0.000935456,0.0004661487],"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":[0.00003444084,0.00001797665,0.0007361291,0.00007915348,0.000004449474,0.00006752611,0.0004469023,0.00008498548,0.0002521199,0.0006590665,0.9813755,0.01624194],"study_design_scores_gemma":[0.000003247507,0.000004920721,0.007867746,0.00005301385,0.000002923446,0.00002126067,0.0008643134,0.00003765215,0.0001527226,0.00006374281,0.990913,0.00001535219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009023234,0.005137674,0.001026488,0.004964249,0.002050383,0.0004303149,0.1104172,0.001293849,0.8656567],"genre_scores_gemma":[0.008830043,0.001167963,0.0006854967,0.0002067808,0.00004891412,0.00005540012,0.01026436,0.0003497085,0.9783913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3105656,"threshold_uncertainty_score":0.9833944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6997153169","doi":"","title":"Upturned Starry Sky : Solo Exhibition, Contact Gallery, Toronto","year":2012,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Relation (database); Spectacle; Amusement; Element (criminal law); Rubric; Meaning (existential)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03385533047512437,"gpt":0.2693890793125439,"spread":0.2355337488374195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002842677,0.0006440654,0.0002107522,0.000902251,0.01130466,0.00290924,0.0006622141,0.0006650219,0.1271509],"category_scores_gemma":[0.0003903252,0.0003435893,0.0002846995,0.002004233,0.001372832,0.0007257886,0.002341914,0.0009874089,0.009668869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009919948,"about_ca_system_score_gemma":0.006918697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7759773,"about_ca_topic_score_gemma":0.9685072,"domain_scores_codex":[0.9997098,0.00002771882,0.000004813382,0.00003011418,0.00009488685,0.0001327165],"domain_scores_gemma":[0.9996179,0.00002848008,0.0000143409,0.00003239044,0.00006850356,0.0002383183],"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":[0.0001331856,0.00003259003,0.002436005,0.0002325672,0.00001568234,0.001017976,0.0247619,0.0001446852,0.001173516,0.004970938,0.9413634,0.0237175],"study_design_scores_gemma":[0.00000474781,0.000009951082,0.009865496,0.000060746,0.00000348697,0.0001031092,0.01001972,0.00002593182,0.000184893,0.00006342704,0.9796494,0.000009088957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04058783,0.005760669,0.0003012071,0.004703824,0.001247812,0.0001283558,0.008720286,0.000401491,0.9381484],"genre_scores_gemma":[0.1286185,0.002825365,0.0003263781,0.0004296016,0.0002227401,0.00004600001,0.002351589,0.0003304722,0.8648494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7759773,"threshold_uncertainty_score":0.450684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7023609809","doi":"","title":"The Philharmonie Project : 2 Video Installation Artworks","year":2011,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Collectable; Work (physics); Exhibition; Symphony; The arts; Suite; Spring (device); Underpinning; Art gallery","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05638894321060835,"gpt":0.2748246305522029,"spread":0.2184356873415945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003082666,0.0006421923,0.0002809308,0.002303966,0.003025649,0.005503422,0.001394365,0.001962489,0.1511828],"category_scores_gemma":[0.002706081,0.0004656597,0.000572418,0.003288144,0.001369984,0.002157566,0.00382699,0.001773947,0.03471849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003918205,"about_ca_system_score_gemma":0.005018997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03437391,"about_ca_topic_score_gemma":0.1011853,"domain_scores_codex":[0.9973357,0.0004042805,0.00005392303,0.0003277224,0.001561258,0.0003169719],"domain_scores_gemma":[0.998413,0.0003174256,0.00004645323,0.0002283431,0.0005733192,0.0004214626],"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":[0.0001028312,0.0001187659,0.0001902753,0.0006061647,0.000006703466,0.0001948228,0.002246983,0.0001969671,0.001535425,0.0110464,0.7331123,0.2506425],"study_design_scores_gemma":[0.000009684893,0.00001246804,0.0006794061,0.00009961605,0.000001824972,0.00005465875,0.0004213225,0.00003156652,0.0002673303,0.0002110735,0.9982045,0.000006521952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005872201,0.01138545,0.01091978,0.005434571,0.006490515,0.001231991,0.006768424,0.002204659,0.9496922],"genre_scores_gemma":[0.03187884,0.007936316,0.02000442,0.001661491,0.00111386,0.001100215,0.01273414,0.002651663,0.920919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1511828,"threshold_uncertainty_score":0.505757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037553373","doi":"","title":"Ecotopia : Group Exhibition, Kitchener Waterloo Art Gallery, Kitchener, Canada - toured to Southern Alberta Art Gallery, Lethbridge, Canada (2013), Nickle Galleries, Calgary (2013), Kenderdine Art Gallery, Saskatchewan, Canada (2014)","year":2012,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","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":"Exhibition; Beauty; Architecture; Postmodernism; Population; Ideal (ethics); Element (criminal law)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01459554607385455,"gpt":0.1884175753207203,"spread":0.1738220292468658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240429,0.0009745975,0.0002876357,0.0007414547,0.006680753,0.003038279,0.0008244173,0.0008071493,0.1882734],"category_scores_gemma":[0.000388591,0.0003887935,0.0004915337,0.0009729489,0.001165438,0.001008716,0.003222768,0.001792304,0.0212617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003951258,"about_ca_system_score_gemma":0.004225458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3108472,"about_ca_topic_score_gemma":0.7315138,"domain_scores_codex":[0.9997638,0.0000242444,0.000003659896,0.00004065047,0.00007616906,0.00009142057],"domain_scores_gemma":[0.9997432,0.00002276907,0.000008894473,0.00003111269,0.00007174604,0.000122231],"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":[0.00007626892,0.00002944843,0.0007076506,0.0001252886,0.000013894,0.000362795,0.002275599,0.0001252047,0.001345863,0.00172413,0.9677731,0.02544078],"study_design_scores_gemma":[0.000006029547,0.00001305024,0.00489558,0.0000624756,0.00000346878,0.00009377276,0.001726347,0.00003423185,0.0001887017,0.00008140122,0.9928855,0.000009418248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02689872,0.01292447,0.001124162,0.006444859,0.005070712,0.0003252253,0.007920654,0.001266505,0.9380248],"genre_scores_gemma":[0.03089003,0.002246141,0.0009815902,0.0005654087,0.0002867932,0.00009510402,0.001842195,0.0004874681,0.9626052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6891528,"threshold_uncertainty_score":0.6298373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061271195","doi":"","title":"Plänterwald : Solo Exhibition, Or Gallery, Vancouver","year":2013,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Particle accelerators and beam dynamics","field":"Engineering","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":"Context (archaeology); Shot (pellet); Exhibition; Subject (documents); Amusement; Theme park; Middle class","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02250589367992574,"gpt":0.2294170975866391,"spread":0.2069112039067133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002556003,0.0007475295,0.000266843,0.0009068729,0.006488141,0.003975648,0.0006787921,0.0006297129,0.3303117],"category_scores_gemma":[0.0004611669,0.0003267724,0.0002305621,0.001521741,0.0005807448,0.000866205,0.002714611,0.001275262,0.0594107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003350471,"about_ca_system_score_gemma":0.003157838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2606025,"about_ca_topic_score_gemma":0.7178756,"domain_scores_codex":[0.9997832,0.00001484693,0.00000362033,0.00002449861,0.0001108031,0.00006299355],"domain_scores_gemma":[0.9997881,0.00001363366,0.000006173255,0.00001593938,0.0000754655,0.0001006534],"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":[0.00004923663,0.00002607492,0.0004295427,0.00008544559,0.000003720056,0.0001712595,0.0007575011,0.00006449581,0.0005666494,0.001445567,0.9636794,0.032721],"study_design_scores_gemma":[0.000001678653,0.000003575795,0.001494057,0.00004823394,8.090686e-7,0.00003377828,0.0007424259,0.0000202634,0.00009638736,0.00008051046,0.9974739,0.000004229033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004624435,0.003504433,0.0002024717,0.001770309,0.002131272,0.00006617675,0.002166968,0.0003415507,0.9851924],"genre_scores_gemma":[0.005757689,0.001220809,0.0000971294,0.0001381644,0.00008593748,0.00001931558,0.0005745632,0.000156807,0.9919496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7393975,"threshold_uncertainty_score":0.955229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7042314280","doi":"","title":"Batum","year":2016,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Identity (music); Politics; Poetry; Movie theater; National identity; Meaning (existential); Natural (archaeology); Cultural identity; Consciousness","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03067338200965607,"gpt":0.2773763151882669,"spread":0.2467029331786108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006240606,0.000809167,0.000572231,0.001241311,0.004719803,0.006607432,0.001515814,0.002887053,0.4018994],"category_scores_gemma":[0.001634328,0.0004724348,0.0004777614,0.001017426,0.001308667,0.00389196,0.005321589,0.002804197,0.2388316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003265127,"about_ca_system_score_gemma":0.002130409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007535189,"about_ca_topic_score_gemma":0.02452688,"domain_scores_codex":[0.9989931,0.0001832505,0.0000472156,0.0002627053,0.0003517337,0.0001620323],"domain_scores_gemma":[0.9993873,0.0000728293,0.00003331228,0.00009085978,0.0001787037,0.0002369892],"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":[0.0001156137,0.00005134198,0.0005952518,0.0005075913,0.00000692392,0.0005982592,0.004941606,0.00007984907,0.002162308,0.06211415,0.7583818,0.1704454],"study_design_scores_gemma":[0.000001244247,0.00000533476,0.0002035511,0.00005186136,8.025813e-7,0.0001241892,0.0003326176,0.00001482356,0.00006785148,0.000488513,0.9987069,0.000002267238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002833558,0.006521875,0.001511057,0.007772395,0.005785629,0.00009983341,0.001223619,0.0008857212,0.9733663],"genre_scores_gemma":[0.01168332,0.002420449,0.001122138,0.001563492,0.0003812513,0.00007082766,0.0006208802,0.0004492345,0.9816884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5981006,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6998797357","doi":"","title":"Bangladesh : Teen Street Theatre Tackles Trafficking","year":2011,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","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":"Tamil; Functional illiteracy; Affect (linguistics); Social life; Nepali; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04045529863062285,"gpt":0.256446669662367,"spread":0.2159913710317442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009024522,0.0005979398,0.000156602,0.00068187,0.00916633,0.003355218,0.0008303698,0.001575851,0.205755],"category_scores_gemma":[0.001731292,0.0003008013,0.0002070558,0.001362249,0.001687045,0.00217747,0.004456363,0.00167823,0.02601113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002005348,"about_ca_system_score_gemma":0.002700698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0289459,"about_ca_topic_score_gemma":0.1224439,"domain_scores_codex":[0.9995418,0.0001423469,0.00001131339,0.00003762004,0.0001143779,0.0001525643],"domain_scores_gemma":[0.9993086,0.0001015758,0.00005563225,0.00005219323,0.0001128712,0.0003692367],"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":[0.0001032081,0.0001886028,0.006855789,0.0003843969,0.000007373191,0.002810458,0.09018116,0.0001007669,0.001456663,0.0306653,0.7871094,0.08013692],"study_design_scores_gemma":[0.000004996127,0.00002631894,0.002424743,0.0001146847,0.000001498914,0.0004443665,0.0428087,0.00002043302,0.0001853586,0.0003445737,0.9536178,0.000006497208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05072398,0.001175432,0.0004662089,0.009499606,0.0008842147,0.000177417,0.00191368,0.0002279363,0.9349316],"genre_scores_gemma":[0.1712608,0.002572141,0.0008883204,0.001913363,0.0002217742,0.0002050984,0.001138373,0.0004085771,0.8213915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.205755,"threshold_uncertainty_score":0.6883191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034032680","doi":"","title":"Stage Backstage : Solo Exhibition, Donald Browne Gallery, Montreal","year":2014,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","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":"Nucleofection; Gestational period; Dysgeusia; Hyporeflexia; TSG101; Fusible alloy; Articular cartilage damage","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09316248199124533,"gpt":0.378179976779949,"spread":0.2850174947887037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942875,0.001087319,0.0002035383,0.000759743,0.008524891,0.002872274,0.0009711051,0.0008888261,0.1862879],"category_scores_gemma":[0.0005881509,0.000442194,0.0003445123,0.0007336389,0.001521171,0.0009741769,0.002204422,0.00116863,0.01385108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008273057,"about_ca_system_score_gemma":0.007820087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.711836,"about_ca_topic_score_gemma":0.9372027,"domain_scores_codex":[0.9997161,0.00003573447,0.000003555503,0.00003980891,0.0001109928,0.00009378859],"domain_scores_gemma":[0.9997099,0.00003055119,0.000007658825,0.0000190389,0.00008469793,0.0001480697],"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":[0.00005383258,0.00002916882,0.0004262106,0.00006686947,0.000005622504,0.0003024866,0.002147092,0.0001084393,0.0008917128,0.003592594,0.9676846,0.02469131],"study_design_scores_gemma":[0.000005660786,0.000007120124,0.001956327,0.00003345884,0.000001849466,0.00005575195,0.001459432,0.0000262149,0.0001852098,0.0001528483,0.9961085,0.000007644477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01243768,0.01176861,0.0009083713,0.01933008,0.005062316,0.0002738565,0.003895836,0.0005652733,0.9457579],"genre_scores_gemma":[0.02013025,0.002551791,0.0004605548,0.000679808,0.0002487964,0.00004266288,0.0003707387,0.0002059805,0.9753094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.711836,"threshold_uncertainty_score":0.6231952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2186541790","doi":"","title":"Epidemiology and spread of Leptosphaeria species (phoma stem canker) on brassicas","year":2013,"lang":"en","type":"preprint","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","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":"Canker; Leptosphaeria maculans; Phoma; Biology; Botany; Brassica","authors":[{"name":"Bruce D.L. Fitt","is_ca":false},{"name":"David Hughes","is_ca":false},{"name":"Henrik U. Stotz","is_ca":false},{"name":"Bruce A. McDonald","is_ca":false},{"name":"Thierry Rouxel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0747331426046761,"gpt":0.2594163526634834,"spread":0.1846832100588073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001840401,0.0002358818,0.0001396417,0.001053909,0.0003017342,0.000495208,0.000195643,0.000340656,0.001053988],"category_scores_gemma":[0.0002951887,0.0001188514,0.000124968,0.0003898175,0.0002633965,0.000216843,0.0002677012,0.0001772614,0.0002479129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004420657,"about_ca_system_score_gemma":0.0001939439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033098,"about_ca_topic_score_gemma":0.02311286,"domain_scores_codex":[0.9997408,0.00005398985,0.00002166128,0.00007842886,0.00005526549,0.00004974589],"domain_scores_gemma":[0.999524,0.00004193719,0.0002044042,0.00002152689,0.00008975358,0.0001185048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001305401,0.00004271562,0.9702724,0.00004764154,0.00003685303,0.0005210089,0.0004396193,0.0001368232,0.0219837,0.00003576785,0.0001351334,0.00621781],"study_design_scores_gemma":[0.000001842387,0.00007156484,0.9989554,0.000006971493,0.00000615909,0.0002993545,0.0002232926,0.00004551754,0.0002075182,0.000005347927,0.0001740692,0.000002939973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985885,0.0004884658,0.00004536102,0.00002040506,0.000001573067,0.00001092156,0.0001662866,0.000006286493,0.0006722223],"genre_scores_gemma":[0.9994751,0.0002264473,0.00003302374,0.000009766185,0.000001780433,0.000002825106,0.0001092696,3.394385e-7,0.0001415896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033098,"threshold_uncertainty_score":0.04042524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2760901122","doi":"","title":"Canada’s accidental brain drain","year":2017,"lang":"en","type":"article","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accidental; Brain drain; Business; Computer security; Computer science; Economics; Development economics; Physics","authors":[{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04015141723832182,"gpt":0.2968913320872582,"spread":0.2567399148489363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003598227,0.0004295316,0.0002732393,0.001301818,0.009346844,0.002282814,0.0009154384,0.003921894,0.01399045],"category_scores_gemma":[0.003896044,0.0003091726,0.0005819066,0.001553743,0.002122589,0.0009761378,0.001491385,0.008873842,0.001471888],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02407408,"about_ca_system_score_gemma":0.06197111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8211626,"about_ca_topic_score_gemma":0.9486613,"domain_scores_codex":[0.9990695,0.00005114634,0.00004168348,0.00008723532,0.0002895572,0.0004609374],"domain_scores_gemma":[0.99822,0.0001469013,0.00009634639,0.00009470335,0.000635294,0.0008066437],"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":[0.0001977933,0.0001572638,0.02597547,0.0001692019,0.0001055809,0.1766186,0.004558411,0.0004752094,0.0005078131,0.0375008,0.6962746,0.05745931],"study_design_scores_gemma":[0.00006671547,0.0001087197,0.03641196,0.000600222,0.00007362782,0.1049684,0.01384066,0.0003659112,0.0005512295,0.007610723,0.8352641,0.0001376336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.159598,0.009749343,0.0009666421,0.3539519,0.01907209,0.0001958492,0.002326492,0.0002273724,0.4539122],"genre_scores_gemma":[0.6478257,0.01053661,0.0009537446,0.08838289,0.004029236,0.00006155686,0.0008632231,0.0001741097,0.2471729],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9759259,"threshold_uncertainty_score":0.3597812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6963888310","doi":"10.18745/th.25348","title":"Evaluation of the Regulatory Requirements for Development and Approval of Biosimilar Medicines in the BRICS-TM Countries: Improving Patients' Access","year":2021,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","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":"Biosimilar; Innovator; Benchmarking; Scope (computer science); Process (computing); Market access; Transparency (behavior); New product development","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08183630845154383,"gpt":0.2851532398204721,"spread":0.2033169313689283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2432766,0.0006483485,0.0009431514,0.002603222,0.001710625,0.009361186,0.003963189,0.005511801,0.01051146],"category_scores_gemma":[0.323371,0.0007065766,0.003716751,0.00239804,0.002095484,0.004783546,0.004207889,0.005092522,0.001852596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01435729,"about_ca_system_score_gemma":0.04723053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128237,"about_ca_topic_score_gemma":0.009099691,"domain_scores_codex":[0.7975882,0.1285847,0.01292673,0.003927828,0.04723024,0.009742309],"domain_scores_gemma":[0.6824614,0.1857606,0.02973744,0.008388638,0.08066283,0.01298899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0399797,0.006796669,0.1099559,0.01750943,0.001777088,0.002291216,0.01109958,0.05003661,0.01533188,0.134193,0.09726573,0.5137632],"study_design_scores_gemma":[0.01121668,0.02629262,0.2208372,0.01980561,0.002949407,0.002833265,0.01101847,0.03527167,0.02334275,0.01743039,0.6282634,0.0007385464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5482485,0.01881322,0.03361263,0.1148179,0.002083085,0.0263969,0.006951974,0.0007823779,0.2482934],"genre_scores_gemma":[0.9304118,0.004354757,0.02698864,0.02170371,0.0004936901,0.0079305,0.002494499,0.0001725787,0.005449988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2432766,"threshold_uncertainty_score":0.9331747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596098323","doi":"","title":"The Proposed Teaching Excellence Framework (TEF): A Formula for Teaching Excellence","year":2016,"lang":"en","type":"article","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Erasmus+; Aboriginal Affairs and Northern Development Canada; Indigenous and Northern Affairs Canada","keywords":"Excellence; Kingdom; Political science; Sociology; Library science; Management; Computer science; Law; Economics; Geology","authors":[{"name":"Charles Wild","is_ca":false},{"name":"Dan Berger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06010337736970141,"gpt":0.3681145734184578,"spread":0.3080111960487564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05039891,0.00187864,0.001382814,0.006700038,0.006820353,0.01437743,0.003259082,0.01073563,0.003816589],"category_scores_gemma":[0.05874535,0.0006888651,0.001449191,0.003863853,0.03481423,0.0179409,0.0125148,0.01328862,0.002114624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01960467,"about_ca_system_score_gemma":0.02761399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008827949,"about_ca_topic_score_gemma":0.01024056,"domain_scores_codex":[0.9413767,0.03656095,0.00488044,0.001684908,0.01295864,0.002538347],"domain_scores_gemma":[0.9655706,0.01625973,0.002638656,0.001741157,0.00975279,0.004037022],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002622851,0.00006459162,0.0003526769,0.00046247,0.00001784952,0.00008158389,0.003365202,0.000879703,0.0001576777,0.8959265,0.04681891,0.05184652],"study_design_scores_gemma":[0.00009053459,0.0001503464,0.0007628886,0.001471949,0.00001850928,0.0002645504,0.004024051,0.001329634,0.0002500324,0.8097997,0.1817417,0.00009621442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007970126,0.02571994,0.3122157,0.4164695,0.01311377,0.001241005,0.0003312232,0.001044341,0.2218944],"genre_scores_gemma":[0.3998518,0.01640633,0.5208938,0.03355391,0.002537642,0.003530071,0.0004413953,0.000468731,0.0223164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9496011,"threshold_uncertainty_score":0.2665381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926144086","doi":"10.18745/th.26037","title":"Trust and its Consequences: A Regional Senior Manager's Experiences of Meaning Making in the Canadian Public Service","year":2020,"lang":"en","type":"other","venue":"University of Hertfordshire Research Archive (University of Hertfordshire)","topic":"Workplace Spirituality and Leadership","field":"Social Sciences","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":"Meaning (existential); Reflexivity; Negotiation; Perspective (graphical); Interdependence; Narrative; Government (linguistics); Meaning-making; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1326266933922811,"gpt":0.3147876140805192,"spread":0.1821609206882381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008794595,0.001002969,0.001268177,0.001926863,0.05885664,0.01254269,0.003707785,0.004890083,0.004093696],"category_scores_gemma":[0.0187493,0.0009850219,0.0007117372,0.00268026,0.03169922,0.005116311,0.009910449,0.01009226,0.0005374587],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08633029,"about_ca_system_score_gemma":0.06581248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8859284,"about_ca_topic_score_gemma":0.9366665,"domain_scores_codex":[0.9784803,0.01040752,0.000411724,0.001000135,0.003685786,0.00601435],"domain_scores_gemma":[0.9865291,0.003640021,0.001082481,0.0003375615,0.002651371,0.005759508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002071722,0.00001479827,0.000894073,0.00002476198,0.000003552617,0.0009726154,0.992128,0.00004143657,0.0001770978,0.002119368,0.002083617,0.001519926],"study_design_scores_gemma":[0.000002660909,0.00001954704,0.0007237821,0.00003859687,0.000003781258,0.0002069328,0.9826269,0.00006962851,0.00005641965,0.0002174625,0.01600908,0.00002522432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9398309,0.00163674,0.001231687,0.02513021,0.0004538693,0.0000981447,0.0000956791,0.00006529441,0.03145757],"genre_scores_gemma":[0.9922495,0.000448304,0.0002818711,0.001251812,0.00003775007,0.00002203681,0.00001847115,0.00004228944,0.005648027],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9136697,"threshold_uncertainty_score":0.626373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}