{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"1821cafc22be","filters":{"venue":"Bath Spa University"}},"results":[{"id":"W7084758971","doi":"10.17870/bathspa.c.8037739","title":"RPA_word-process-object symposium","year":2025,"lang":"en","type":"other","venue":"Bath Spa University","topic":"Pasture and Agricultural Systems","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":"Thursday; Attendance; Ridiculous; Period (music)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006461570599686385,"gpt":0.176012647907074,"spread":0.1695510773073876,"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":[0.004059939,0.0008368408,0.0004252246,0.000815919,0.00259538,0.007244325,0.00133465,0.002197102,0.4955278],"category_scores_gemma":[0.004707525,0.0004515733,0.0007254453,0.0005979306,0.001097006,0.002754492,0.003876413,0.002729855,0.2588608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928733,"about_ca_system_score_gemma":0.002617396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00244773,"about_ca_topic_score_gemma":0.0052957,"domain_scores_codex":[0.9982771,0.0004296984,0.00006487825,0.0002674495,0.0007398325,0.0002210792],"domain_scores_gemma":[0.997224,0.0004718159,0.0001104804,0.0003445572,0.001035287,0.000813965],"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":[0.0001303821,0.00007560053,0.00008803769,0.0002158355,0.000003826364,0.0001387117,0.0005398494,0.00007272803,0.001491124,0.008413075,0.9236063,0.06522454],"study_design_scores_gemma":[0.000004959946,0.00002088801,0.0001612693,0.00002759224,7.514188e-7,0.00004192159,0.0001754334,0.000031693,0.0002233733,0.0005196161,0.9987882,0.000004497669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003058177,0.001591382,0.007793693,0.012857,0.02447915,0.0005416368,0.002025917,0.002973603,0.9446794],"genre_scores_gemma":[0.008292165,0.0004840591,0.003835141,0.001292406,0.001382113,0.0002356287,0.0009975316,0.001322182,0.9821587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5044722,"threshold_uncertainty_score":0.7195684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6962742676","doi":"10.17870/bathspa.24162411","title":"Capturing Creativity, 2023 - Presentation 3 - Practice Research Voices: Findings, Recommendations, and Next Steps (Jenny Evans)","year":2023,"lang":"en","type":"other","venue":"Bath Spa University","topic":"Political Science Research and Education","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":"Presentation (obstetrics); Work (physics); Scholarly communication; Community of practice; Subject (documents); Relation (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1479440473312363,"gpt":0.4499039107702166,"spread":0.3019598634389803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08532037,0.001030064,0.001003488,0.002101966,0.009792458,0.04047488,0.004641405,0.01220348,0.06516838],"category_scores_gemma":[0.1058883,0.0009584937,0.00172993,0.004053173,0.009301124,0.03138582,0.03546129,0.01695578,0.03678955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01373161,"about_ca_system_score_gemma":0.04463438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01383169,"about_ca_topic_score_gemma":0.01860749,"domain_scores_codex":[0.9445185,0.03239379,0.002652592,0.002326293,0.01267919,0.005429574],"domain_scores_gemma":[0.9096151,0.03537704,0.002884847,0.004950828,0.02421722,0.02295494],"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":[0.00008004694,0.0001089021,0.0006444537,0.001626584,0.00001459249,0.0001704455,0.01895772,0.00005193397,0.0002990089,0.01658327,0.8322202,0.1292428],"study_design_scores_gemma":[0.00005362084,0.0001181747,0.001925637,0.006860683,0.00001588991,0.000236595,0.07682908,0.00009793698,0.0004177639,0.01409751,0.8992589,0.00008831514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003674684,0.03269223,0.006549173,0.8441498,0.03991236,0.001494417,0.0009708299,0.0009951339,0.06956134],"genre_scores_gemma":[0.1055203,0.1091728,0.0490936,0.4292798,0.02136808,0.01346356,0.004906808,0.002929043,0.264266],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08532037,"threshold_uncertainty_score":0.4512227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6906554980","doi":"10.17870/bathspa.13096250","title":"Science at the Seaside - Research dissemination through conference papers, public talks & an article (Contextualising information)","year":2020,"lang":"en","type":"dataset","venue":"Bath Spa University","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":"Session (web analytics); George (robot); Courtesy; Schedule; Documentation; Atlanta","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1285452083664085,"gpt":0.3550641806073615,"spread":0.226518972240953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02329239,0.0008275428,0.001191123,0.006785714,0.005657284,0.02073631,0.001277294,0.004000185,0.3991546],"category_scores_gemma":[0.08019448,0.0009367815,0.0008110648,0.01690692,0.002687472,0.0146756,0.01009353,0.003970303,0.1897619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004861065,"about_ca_system_score_gemma":0.0153681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006496783,"about_ca_topic_score_gemma":0.01145915,"domain_scores_codex":[0.987318,0.005211204,0.001053965,0.0008406659,0.004456531,0.001119716],"domain_scores_gemma":[0.9355529,0.03118083,0.003280049,0.005337545,0.01719897,0.007449707],"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":[0.00002834949,0.00002046007,0.0001318397,0.000830962,0.000003463395,0.0000278701,0.002529685,0.00001113582,0.0001119618,0.002232789,0.9679346,0.02613682],"study_design_scores_gemma":[0.00001486963,0.00001411628,0.000931799,0.0007746349,0.000001985791,0.00001571304,0.002967744,0.000006079854,0.00006483193,0.000455329,0.9947436,0.000009222303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.006082566,0.01531135,0.002053434,0.1810015,0.04834369,0.002659067,0.05880932,0.002907213,0.6828318],"genre_scores_gemma":[0.05258722,0.02760493,0.007907866,0.04921329,0.01817538,0.009717125,0.03132271,0.007025016,0.7964464],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3991546,"threshold_uncertainty_score":0.857033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083830443","doi":"10.17870/bathspa.30138730","title":"word-process-object_1","year":2025,"lang":"en","type":"dataset","venue":"Bath Spa University","topic":"Nanoparticles: synthesis and applications","field":"Materials 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":"Thursday; Attendance; Ridiculous; Period (music)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009031749030202946,"gpt":0.2334346534385898,"spread":0.2244029044083869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001864363,0.003271598,0.001383019,0.003818938,0.001346114,0.004003338,0.003429118,0.002903064,0.1068645],"category_scores_gemma":[0.00800357,0.0009931428,0.002687603,0.004505144,0.0007356998,0.002602246,0.002619917,0.002403529,0.1764844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470907,"about_ca_system_score_gemma":0.002827915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246261,"about_ca_topic_score_gemma":0.02743987,"domain_scores_codex":[0.9983941,0.0003169599,0.0002147326,0.000611421,0.0002377824,0.0002249679],"domain_scores_gemma":[0.9972681,0.0009590463,0.0002948038,0.0006857276,0.0005640951,0.0002282207],"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":[0.0002015804,0.00004115094,0.001561811,0.001933211,0.0000750144,0.00003649657,0.00005903443,0.0002305873,0.0002812545,0.0006714619,0.9909006,0.004007599],"study_design_scores_gemma":[0.0003967854,0.00004507908,0.003882422,0.0003675423,0.00004914994,0.000088588,0.0001360032,0.0005217526,0.0007251469,0.001647858,0.9920971,0.00004250191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002221757,0.000106653,0.0002193942,0.00009235227,0.00005387907,0.00003703009,0.99696,0.001481146,0.0008273028],"genre_scores_gemma":[0.0005350862,0.00006362476,0.0006933249,0.00007209816,0.00001125395,0.0001947278,0.9971291,0.0002973668,0.001003341],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8931355,"threshold_uncertainty_score":0.3574972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6944177899","doi":"10.17870/bathspa.11558673","title":"bête gabriel-rufael - AUDIO DOCUMENTATION - Matthew Sergeant","year":2020,"lang":"en","type":"other","venue":"Bath Spa University","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":"Performative utterance; Project commissioning; Percussion; Documentation; Materiality (auditing); Performing arts; Publishing; Contemporary classical music","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00941735188791896,"gpt":0.2024753317890748,"spread":0.1930579799011559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005109537,0.0004556608,0.0001746088,0.0007910237,0.002749236,0.00292585,0.0003681305,0.0007725412,0.2625855],"category_scores_gemma":[0.00204962,0.0002175013,0.0001183214,0.0004977168,0.0007914912,0.001377906,0.00199303,0.001207396,0.1290245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138592,"about_ca_system_score_gemma":0.0009500277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304268,"about_ca_topic_score_gemma":0.04818141,"domain_scores_codex":[0.9994492,0.0000522042,0.0000104409,0.00007774517,0.0003572627,0.00005310251],"domain_scores_gemma":[0.9994591,0.00008933197,0.00002750229,0.0000551459,0.0002282303,0.0001406259],"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":[0.00003777435,0.00001113462,0.0001693148,0.00008732395,0.000001104925,0.0001459396,0.00128512,0.00004640801,0.001261732,0.009971581,0.9081866,0.07879605],"study_design_scores_gemma":[0.000001182173,0.000003987931,0.0002590943,0.00004980906,2.522749e-7,0.00008381349,0.0002208204,0.00001385918,0.0002041622,0.0001747055,0.9989864,0.000001908315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003230875,0.003037205,0.001767688,0.006369789,0.002581411,0.00006540061,0.0007174348,0.001035728,0.9811946],"genre_scores_gemma":[0.009468494,0.0008809453,0.0007338898,0.0004061721,0.0002320914,0.00001398323,0.0002342913,0.0005712195,0.9874588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2625855,"threshold_uncertainty_score":0.878436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6944439963","doi":"10.17870/bathspa.c.4781243.v1","title":"Collective Reality (2016, 2017)","year":2021,"lang":"en","type":"other","venue":"Bath Spa University","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":"Documentation; Event (particle physics); Virtual reality; Immersion (mathematics); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02879337482674788,"gpt":0.2351066878874626,"spread":0.2063133130607148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002009981,0.0003700413,0.0001569007,0.001198207,0.002999662,0.005655619,0.0007271871,0.001068405,0.1351689],"category_scores_gemma":[0.005565851,0.0002307693,0.0003250154,0.00180734,0.001880806,0.003436812,0.004463485,0.001260416,0.03141622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003314631,"about_ca_system_score_gemma":0.00382195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03298535,"about_ca_topic_score_gemma":0.1093656,"domain_scores_codex":[0.998656,0.0002838664,0.00005640775,0.0001697184,0.0006716049,0.0001623407],"domain_scores_gemma":[0.9977374,0.0003246581,0.0001448101,0.000353407,0.0007889195,0.0006507786],"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":[0.00007611652,0.00003835099,0.002253454,0.0005609663,0.000008502241,0.0002666892,0.02098048,0.00006821681,0.0006816222,0.05822512,0.7052389,0.2116015],"study_design_scores_gemma":[0.000001695539,0.000005466878,0.001994004,0.0001364814,0.000001283462,0.00005598531,0.003250114,0.000006233625,0.0000984307,0.0005479403,0.9938974,0.000004939822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01181376,0.003428084,0.001736635,0.007978857,0.003158124,0.00009998837,0.004509665,0.0004860306,0.9667889],"genre_scores_gemma":[0.0603754,0.002934185,0.001881612,0.001233444,0.0004906053,0.0001390613,0.003152858,0.0005672127,0.9292257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1351689,"threshold_uncertainty_score":0.452185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6906566639","doi":"10.17870/bathspa.11282102","title":"(Dis)enchanted Walking - Publications and Exhibition: walking and media arts a developing approach","year":2021,"lang":"en","type":"dataset","venue":"Bath Spa University","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; The arts; Theme (computing); Social media; General partnership; Element (criminal law); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03572716206636067,"gpt":0.2303849666081879,"spread":0.1946578045418272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002115726,0.000425956,0.0002758053,0.001819753,0.003165427,0.01079533,0.0008327513,0.002641217,0.02909971],"category_scores_gemma":[0.00450318,0.0002403771,0.000353916,0.003109544,0.005240273,0.007391761,0.00535937,0.002477627,0.006743536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212448,"about_ca_system_score_gemma":0.006426553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009398066,"about_ca_topic_score_gemma":0.01985186,"domain_scores_codex":[0.9978714,0.0009990572,0.0001350622,0.0002355598,0.0004824504,0.0002764314],"domain_scores_gemma":[0.9974208,0.001133769,0.000218413,0.0002243019,0.0005747888,0.0004279931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005344855,0.00005207267,0.0007820036,0.004848331,0.00001960078,0.0003430676,0.02710034,0.00007126239,0.0008087213,0.1794272,0.3671849,0.419309],"study_design_scores_gemma":[0.000003175085,0.00001374315,0.0007590211,0.001712511,0.000005852939,0.000115363,0.007063027,0.000008046241,0.0001792517,0.003098196,0.9870368,0.000005007984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.008975521,0.2788579,0.003434886,0.09792375,0.01689542,0.000161778,0.0004086676,0.0003185775,0.5930235],"genre_scores_gemma":[0.1883285,0.2677304,0.004704934,0.04245641,0.007049988,0.00047464,0.0005644806,0.0004906164,0.4881999],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02909971,"threshold_uncertainty_score":0.09734821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083818636","doi":"10.17870/bathspa.30138790","title":"word-process-object_2","year":2025,"lang":"en","type":"dataset","venue":"Bath Spa University","topic":"Speech Recognition and Synthesis","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":"Thursday; Attendance; Ridiculous; Period (music)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01023379582767671,"gpt":0.2245457471190524,"spread":0.2143119512913757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001500917,0.005619866,0.001438654,0.003095284,0.001546026,0.003589874,0.004060452,0.002880721,0.07231212],"category_scores_gemma":[0.003683535,0.001053362,0.002730698,0.002730585,0.0008781287,0.002731629,0.00304877,0.002757518,0.1874848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403482,"about_ca_system_score_gemma":0.002098184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01489202,"about_ca_topic_score_gemma":0.03182462,"domain_scores_codex":[0.9984695,0.0002477675,0.0001701826,0.0005550309,0.0002978497,0.0002596879],"domain_scores_gemma":[0.9986548,0.0002603617,0.0001208874,0.0004754044,0.0003243386,0.0001642097],"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":[0.0003022361,0.00008922203,0.001325718,0.0009326259,0.00006096816,0.00006656026,0.00006427268,0.0003220221,0.0007717099,0.0005383169,0.9869578,0.008568484],"study_design_scores_gemma":[0.0005375284,0.0001232793,0.00572745,0.0002234372,0.00006086369,0.0003404859,0.0002694524,0.001972849,0.003605591,0.001313289,0.9857473,0.00007852228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001449944,0.0002350955,0.0009762329,0.0001480547,0.0002149049,0.0001211413,0.986641,0.007000703,0.003213008],"genre_scores_gemma":[0.0009724771,0.00005103813,0.0009429218,0.00005699772,0.00001520556,0.0001687539,0.9954687,0.0003643044,0.001959635],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9276879,"threshold_uncertainty_score":0.2419081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6944304793","doi":"10.17870/bathspa.11561715","title":"bête gabriel-rufael - SCORE - Matthew Sergeant","year":2021,"lang":"en","type":"book","venue":"Bath Spa University","topic":"Music Technology and Sound Studies","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":"Performative utterance; Materiality (auditing); Percussion; Sound (geography); Work (physics); Sound recording and reproduction; Composition (language)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0147145987699552,"gpt":0.1757338077545397,"spread":0.1610192089845845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002473095,0.0005987986,0.0002430604,0.0008565477,0.001910534,0.002186069,0.0003485936,0.0007385,0.07642352],"category_scores_gemma":[0.0007914912,0.0002105062,0.0001769674,0.0004181259,0.000886124,0.001379519,0.001026143,0.001746866,0.05022945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00093634,"about_ca_system_score_gemma":0.0004560207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616829,"about_ca_topic_score_gemma":0.01582094,"domain_scores_codex":[0.9998043,0.00001947997,0.000003253725,0.00003848997,0.0001162486,0.00001834931],"domain_scores_gemma":[0.9998425,0.00004844873,0.0000068052,0.00001270011,0.0000532055,0.00003630546],"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":[0.00002002882,0.000009264211,0.0000836038,0.00008038083,0.000002216843,0.00008107511,0.000675623,0.00006567209,0.0007417539,0.02884197,0.9094846,0.05991381],"study_design_scores_gemma":[0.000001046639,0.000004914563,0.0001270934,0.00004273743,5.300298e-7,0.0001050562,0.00008634887,0.00002861631,0.0001498806,0.0006453597,0.9988067,0.000001764292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001594613,0.01605554,0.002690969,0.00685293,0.00545521,0.00003698195,0.0001541447,0.0006496588,0.9665099],"genre_scores_gemma":[0.005866072,0.002654852,0.0006866591,0.0007179184,0.0003983139,0.000008395906,0.00005227173,0.0003078973,0.9893076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07642352,"threshold_uncertainty_score":0.2556621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7105220894","doi":"10.17870/bathspa.30428119","title":"Capturing Creativity 2025 - Presentation 3: 9th October 2025 - Pathways to Practice Research: Developing Projects and Pedagogies in Contemporary and Experimental Music (Mira Benjamin, Scott McLaughlin and Lauren Redhead)","year":2025,"lang":"","type":"other","venue":"Bath Spa University","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":"Creativity; The arts; Presentation (obstetrics); Thursday; Session (web analytics); Violin; Exhibition; Creative work; Musicology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2179447360982455,"gpt":0.378682235259068,"spread":0.1607374991608226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00870421,0.0008421402,0.000417664,0.0007390428,0.004167625,0.008430526,0.001948571,0.004414357,0.1934355],"category_scores_gemma":[0.004560696,0.0004442719,0.0006815526,0.0005572365,0.002284628,0.004146193,0.01211344,0.00495655,0.04467731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004117695,"about_ca_system_score_gemma":0.004245238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176451,"about_ca_topic_score_gemma":0.008250568,"domain_scores_codex":[0.9973998,0.0008436239,0.00006680864,0.0003210606,0.0007721075,0.0005965116],"domain_scores_gemma":[0.9963351,0.0004329839,0.00008528853,0.0001808971,0.0005854719,0.002380196],"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":[0.00008553896,0.0001795277,0.0002325578,0.0001133328,0.000004158419,0.00009126239,0.003315275,0.00004597735,0.000924108,0.009037137,0.9408346,0.04513653],"study_design_scores_gemma":[0.00003719149,0.0001609315,0.001864314,0.0003932963,0.000003370255,0.00009543512,0.005432738,0.00009628743,0.0005562833,0.005446724,0.9858955,0.0000179852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01724602,0.01222758,0.01268403,0.155788,0.06056477,0.001476905,0.001843908,0.001892147,0.7362766],"genre_scores_gemma":[0.07869045,0.004249621,0.007105158,0.0153278,0.006205426,0.001411913,0.002320189,0.000810668,0.8838787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1934355,"threshold_uncertainty_score":0.6471062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6944094316","doi":"10.17870/bathspa.28309328","title":"Dancing Otherwise: Learning from Nature - Public Workshop, Bath Spa University, June 2024","year":2025,"lang":"en","type":"other","venue":"Bath Spa University","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":"Arts and Humanities Research Council","keywords":"Dance; Dance education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009762954561593035,"gpt":0.2027188974750458,"spread":0.1929559429134528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001661293,0.0008209755,0.000380826,0.0004286732,0.005353507,0.002659883,0.001045135,0.001702691,0.2936971],"category_scores_gemma":[0.001125061,0.0003934129,0.0003182185,0.0002830197,0.0008262651,0.001326654,0.005086092,0.001784967,0.06370147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734208,"about_ca_system_score_gemma":0.003666578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009416386,"about_ca_topic_score_gemma":0.08578975,"domain_scores_codex":[0.9994044,0.0001156661,0.0000166453,0.00009783165,0.0001496348,0.0002157509],"domain_scores_gemma":[0.9989207,0.0000471889,0.0000201246,0.00003390394,0.0001276616,0.0008504183],"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":[0.0003449396,0.0002482139,0.0007972607,0.0001872352,0.000004633731,0.0004691098,0.004263334,0.0001200983,0.001314256,0.001330011,0.9518057,0.03911525],"study_design_scores_gemma":[0.0000208448,0.00006809209,0.003465057,0.0001372007,0.000001806876,0.00006041342,0.004097128,0.00005129778,0.000397619,0.0002526146,0.9914404,0.00000750427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03968157,0.003328193,0.001544135,0.03195938,0.01527897,0.0007399733,0.004888868,0.0008261063,0.9017529],"genre_scores_gemma":[0.01255852,0.0003878485,0.0005111697,0.0005115923,0.0002751318,0.0001352981,0.0006501463,0.0001996239,0.9847706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2936971,"threshold_uncertainty_score":0.9825147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}