{"meta":{"query_hash":"69bdb48f7947","filters":{"venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/69bdb48f7947","api":"https://metacan.xera.ac/api/v1/cohort?venue=FPID+Bulletin+The+Bulletin+of+the+Faculty+for+People+with+Intellectual+Disabilities"},"results":[{"id":"W2205780290","doi":"10.53841/bpsfpid.2012.10.1.21","title":"An exploration of the experiences of family members of people with Down’s syndrome (DS) and Alzheimer’s disease (AD)","year":2012,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University College of the North","funders":"","keywords":"Disease; Down syndrome; Psychology; Alzheimer's disease; Gerontology; Medicine; Psychiatry; Internal medicine","score_opus":0.07434577435447769,"score_gpt":0.3258869338064905,"score_spread":0.2515411594520128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205780290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793428,0.0024043042,0.00031577438,0.003950833,0.00027126915,0.000052802254,0.00011217301,0.000011689464,0.013538232],"genre_scores_gemma":[0.99223703,0.0018299202,0.00022464666,0.0015684098,0.000067048524,0.00006496068,0.00006031907,0.000016605884,0.0039310064],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99503595,0.0034856766,0.00011447626,0.00018535917,0.00029088123,0.00088763656],"domain_scores_gemma":[0.99383074,0.0033433663,0.00069351745,0.00015794804,0.00046553987,0.0015089671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004087204,0.00088700134,0.00070981885,0.0014704115,0.018681688,0.005864902,0.0017281133,0.002605473,0.004406564],"category_scores_gemma":[0.009194311,0.00070666586,0.0005967811,0.0013070151,0.008994168,0.007124639,0.010056346,0.005456728,0.00045630825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041362222,0.00003923768,0.002988217,0.000053960193,0.0000060816305,0.0012317064,0.99236465,0.000010338948,0.00013005157,0.00047295,0.0007565154,0.0019049473],"study_design_scores_gemma":[0.000002176588,0.000024225628,0.001365352,0.00004240133,0.000002716993,0.00046176402,0.99438924,0.000006055339,0.000020810634,0.00008175596,0.0035978511,0.0000056713257],"about_ca_topic_score_codex":0.019972758,"about_ca_topic_score_gemma":0.049445894,"teacher_disagreement_score":0.019972758,"about_ca_system_score_codex":0.004307156,"about_ca_system_score_gemma":0.004007447,"threshold_uncertainty_score":0.039713025},"labels":[],"label_agreement":null},{"id":"W4315748406","doi":"10.53841/bpsfpid.2021.19.3.23","title":"Evaluating the impact of team formulation on client care in a rehabilitation hospital for individuals with learning disabilities","year":2021,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Helpfulness; Staffing; Learning disability; Psychology; Rehabilitation; Nursing; Teamwork; Medicine; Medical education; Applied psychology; Physical therapy; Psychiatry; Social psychology","score_opus":0.0321285105474802,"score_gpt":0.36755178134658395,"score_spread":0.3354232707991037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315748406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966839,0.00011297773,0.00019700284,0.0002447397,0.00001567575,0.0009678406,0.000044905802,0.000022800297,0.0017101831],"genre_scores_gemma":[0.99417794,0.00030810075,0.0035976407,0.00011403435,0.000015444975,0.0009483064,0.00007876896,0.000011103633,0.0007486531],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9705742,0.021293778,0.0019442326,0.00041124292,0.0037764558,0.0019999878],"domain_scores_gemma":[0.9536403,0.02149752,0.006673121,0.0015630659,0.0075738514,0.009052188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019653326,0.0005817661,0.00046770505,0.0008325232,0.0027240433,0.0019264742,0.001774045,0.00069526595,0.002642349],"category_scores_gemma":[0.051878836,0.0004232282,0.0009114258,0.0007462039,0.001100416,0.001417499,0.0028207921,0.0017365813,0.0002715124],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01876796,0.0717659,0.19703916,0.0038950443,0.0007379188,0.0011223876,0.0715821,0.00398979,0.00487165,0.0007256603,0.0045840926,0.62091845],"study_design_scores_gemma":[0.0061945785,0.2911902,0.52323294,0.002601752,0.0013285383,0.0007408186,0.14674708,0.0047985064,0.013042272,0.00065309054,0.009098378,0.00037169436],"about_ca_topic_score_codex":0.01239201,"about_ca_topic_score_gemma":0.030453518,"teacher_disagreement_score":0.019653326,"about_ca_system_score_codex":0.007986751,"about_ca_system_score_gemma":0.012408853,"threshold_uncertainty_score":0.103937924},"labels":[],"label_agreement":null},{"id":"W4315779149","doi":"10.53841/bpsfpid.2022.20.3.62","title":"Psychometric properties of the Warwick-Edinburgh Mental Wellbeing Scale-Intellectual Disability version (WEMWBS-ID)","year":2022,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intellectual disability; Psychology; Scale (ratio); Item response theory; Clinical psychology; Psychometrics; Psychiatry","score_opus":0.03189132899376555,"score_gpt":0.2782642263400521,"score_spread":0.24637289734628653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315779149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789862,0.0018975281,0.0028490676,0.0008228121,0.00021119797,0.001079181,0.0034300813,0.000060185674,0.010663599],"genre_scores_gemma":[0.98499554,0.0010041752,0.006540826,0.00035325345,0.00008032377,0.0013330387,0.0043735006,0.00003248443,0.0012868335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99493873,0.0013629138,0.0009020289,0.0004098519,0.0021647073,0.0002218447],"domain_scores_gemma":[0.98473203,0.0069289827,0.003164415,0.0008931318,0.0035662176,0.0007152843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011563331,0.00045851414,0.0006767281,0.0014573074,0.00049527764,0.0010528137,0.0006889487,0.0006561405,0.002745603],"category_scores_gemma":[0.037914928,0.00026955907,0.0019128441,0.0015005586,0.00059888104,0.0010518298,0.0015582896,0.0012010147,0.00053316884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008079549,0.00061295234,0.8794314,0.00047797113,0.0008190442,0.00012975701,0.0017008084,0.0010305482,0.0007549761,0.00060928595,0.005967425,0.107657865],"study_design_scores_gemma":[0.00010040755,0.00079610845,0.9902442,0.0002548993,0.00014691772,0.00030502825,0.00078111625,0.0010471393,0.0002929606,0.00067676965,0.005308782,0.000045661327],"about_ca_topic_score_codex":0.0025440522,"about_ca_topic_score_gemma":0.0032857945,"teacher_disagreement_score":0.011563331,"about_ca_system_score_codex":0.00057579123,"about_ca_system_score_gemma":0.00090655923,"threshold_uncertainty_score":0.06115347},"labels":[],"label_agreement":null},{"id":"W4315819623","doi":"10.53841/bpsfpid.2022.20.2.70","title":"‘Hard Yards’ – the experience of delivering a six year restraint reduction programme","year":2022,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Yard; Reduction (mathematics); Psychology; Operations management; Engineering; Mathematics","score_opus":0.05766720004651358,"score_gpt":0.31869066057810713,"score_spread":0.26102346053159353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315819623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8113551,0.0015529139,0.0026188025,0.13927016,0.0068512093,0.00067524926,0.00029297158,0.00047111095,0.03691246],"genre_scores_gemma":[0.87514675,0.0025493854,0.0061985673,0.04866091,0.0018480953,0.0008560401,0.00035961616,0.0007498397,0.06363065],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9916441,0.0036635862,0.00022734808,0.0004721061,0.0010365554,0.0029562307],"domain_scores_gemma":[0.9765171,0.0036017941,0.000940043,0.00097295333,0.0016412335,0.016326902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013651679,0.00090400776,0.0009461089,0.0005359097,0.028999198,0.0068914033,0.0039527067,0.007228605,0.013413077],"category_scores_gemma":[0.028203906,0.0016512116,0.0011984925,0.0009729758,0.01191875,0.00519055,0.016100276,0.026363852,0.0030933998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052710896,0.005272769,0.0046850736,0.00040659093,0.00009684377,0.004649627,0.77539706,0.00038041675,0.0020855826,0.003984423,0.106657945,0.09585658],"study_design_scores_gemma":[0.00026842154,0.0036571533,0.01885122,0.00050753175,0.000050517807,0.0018569583,0.6865949,0.00024619908,0.0007937372,0.0027112486,0.28421208,0.00025006256],"about_ca_topic_score_codex":0.029637806,"about_ca_topic_score_gemma":0.08289508,"teacher_disagreement_score":0.029637806,"about_ca_system_score_codex":0.007903425,"about_ca_system_score_gemma":0.023652334,"threshold_uncertainty_score":0.072197855},"labels":[],"label_agreement":null},{"id":"W4315820355","doi":"10.53841/bpsfpid.2022.20.2.7","title":"The role of the clinical psychologist in reducing restrictive practices","year":2022,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Psychology","score_opus":0.4157160059804279,"score_gpt":0.5068869573987493,"score_spread":0.09117095141832143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315820355","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09495674,0.015727691,0.0038250398,0.7663352,0.0036918314,0.0005529662,0.00011521255,0.00021613092,0.11457912],"genre_scores_gemma":[0.8119632,0.018376805,0.018875012,0.12800716,0.0051671052,0.0010847318,0.00011728384,0.00019033052,0.016218321],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97984546,0.014455194,0.0006656828,0.000584378,0.0028275023,0.0016217844],"domain_scores_gemma":[0.83936936,0.081119165,0.0075276312,0.0028244855,0.019471616,0.049687758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02110535,0.00032794208,0.00047695736,0.002078717,0.007604822,0.0047605014,0.0019380382,0.004709615,0.014897389],"category_scores_gemma":[0.09826419,0.00061667414,0.0005876525,0.0007921393,0.0030483303,0.0035621198,0.0047491626,0.008156936,0.0014152809],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006586153,0.0053185774,0.08297195,0.0010943961,0.00012449865,0.0011188796,0.0077800117,0.0005510494,0.00067103846,0.01007205,0.16629787,0.72334105],"study_design_scores_gemma":[0.0023236289,0.003910403,0.59820867,0.010512242,0.00037499488,0.0034845027,0.049789842,0.003218116,0.0012599957,0.02572944,0.3009191,0.00026911465],"about_ca_topic_score_codex":0.024066938,"about_ca_topic_score_gemma":0.079770274,"teacher_disagreement_score":0.024066938,"about_ca_system_score_codex":0.004523104,"about_ca_system_score_gemma":0.05053967,"threshold_uncertainty_score":0.11161709},"labels":[],"label_agreement":null},{"id":"W4315820795","doi":"10.53841/bpsfpid.2007.5.3.14","title":"One Up, One Down: A game to emphasise to support staff the need for consistency in their work with service-users with learning disabilities and/or autistic spectrum disorder","year":2007,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Consistency (knowledge bases); Work (physics); Psychology; Learning disability; Service (business); Autism spectrum disorder; Applied psychology; Computer science; Business; Developmental psychology; Autism; Artificial intelligence; Marketing; Engineering","score_opus":0.06231930356777475,"score_gpt":0.3331538061759056,"score_spread":0.27083450260813086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315820795","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2695972,0.002581699,0.21779168,0.077304184,0.020327263,0.008533333,0.0038681824,0.037955806,0.36204073],"genre_scores_gemma":[0.36810043,0.001806623,0.3526683,0.032126002,0.0016721417,0.009155915,0.002552058,0.0022158693,0.22970264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935263,0.00027414644,0.000023313736,0.00007445306,0.00011953009,0.00015586881],"domain_scores_gemma":[0.9974558,0.0007381548,0.00009645605,0.00007197186,0.00020150232,0.0014361655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012230538,0.0035155485,0.0008290207,0.0006353811,0.002549953,0.0030483275,0.0024289847,0.003429309,0.028032746],"category_scores_gemma":[0.0059671975,0.00063878216,0.00071577897,0.00024936278,0.0011471802,0.0037564877,0.005032731,0.0038174307,0.014646751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017353973,0.004104596,0.0032623466,0.0008336085,0.00007105201,0.0012796433,0.01710374,0.0017237226,0.010508391,0.0049909595,0.8495514,0.10483512],"study_design_scores_gemma":[0.002508883,0.0040462734,0.013675619,0.00080446235,0.00017235399,0.0025946181,0.04071348,0.017186614,0.0045844293,0.023648258,0.8895052,0.0005597824],"about_ca_topic_score_codex":0.0021107201,"about_ca_topic_score_gemma":0.007343473,"teacher_disagreement_score":0.028032746,"about_ca_system_score_codex":0.0007002475,"about_ca_system_score_gemma":0.0010973236,"threshold_uncertainty_score":0.09377891},"labels":[],"label_agreement":null},{"id":"W4315843546","doi":"10.53841/bpsfpid.2005.3.3.2","title":"Summary report: 2005 BPS DCP Faculty for Learning Disabilities ‘Advancing Practice’ Conference","year":2005,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Medical education; Learning disability; Psychology; Medicine; Psychiatry","score_opus":0.04237761821064161,"score_gpt":0.34785329805175164,"score_spread":0.30547567984111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315843546","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009932721,0.010837936,0.001660396,0.20595273,0.10512849,0.005133829,0.08949062,0.0013694643,0.5704938],"genre_scores_gemma":[0.009393013,0.0040372387,0.0009962127,0.014029732,0.006176321,0.0014099735,0.016973209,0.00019932416,0.9467849],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748766,0.00018020389,0.00010267748,0.0001457839,0.0015469027,0.00053681637],"domain_scores_gemma":[0.99198604,0.0006281854,0.00028298202,0.0001756531,0.0042815655,0.0026454632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004450863,0.00083108735,0.0007572532,0.0025530683,0.0035386647,0.0053958823,0.0023842177,0.0063622566,0.20797281],"category_scores_gemma":[0.006458687,0.00059016736,0.00061389274,0.001942388,0.00038401852,0.0015910956,0.0021578376,0.0035437562,0.06074325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003765592,0.00004096667,0.00020131451,0.00006654501,0.0000018482681,0.000020282505,0.00002706637,0.000022266056,0.00005402518,0.000117193355,0.9937303,0.005680569],"study_design_scores_gemma":[0.000039768856,0.000054450502,0.005498425,0.00014363155,0.0000062401527,0.000017126978,0.00019994815,0.000050394276,0.00017497895,0.00011693376,0.9936865,0.000011557668],"about_ca_topic_score_codex":0.059236273,"about_ca_topic_score_gemma":0.1322097,"teacher_disagreement_score":0.20797281,"about_ca_system_score_codex":0.005243593,"about_ca_system_score_gemma":0.024277583,"threshold_uncertainty_score":0.6957383},"labels":[],"label_agreement":null},{"id":"W4315843588","doi":"10.53841/bpsfpid.2007.5.3.2","title":"The use of Narrative Therapy in the treatment of a 19-year-old man with learning disabilities whose life was invaded by anger","year":2007,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Anger; Narrative; Learning disability; Psychology; Narrative therapy; Psychotherapist; Developmental psychology; Clinical psychology; Art; Literature","score_opus":0.08370382947191606,"score_gpt":0.32259490408382985,"score_spread":0.23889107461191378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315843588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97185814,0.00216428,0.0010390377,0.0067366385,0.00052241393,0.00026331062,0.00007204122,0.000058347996,0.017285805],"genre_scores_gemma":[0.9859357,0.0035804908,0.0025424024,0.0020506287,0.00024579413,0.00011221445,0.000055268636,0.000018274675,0.0054592923],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99977833,0.00007198261,0.00001879739,0.000020825652,0.000033848435,0.00007619916],"domain_scores_gemma":[0.9995552,0.00015598205,0.00005804682,0.0000111939025,0.000022644695,0.00019697887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040140067,0.0005504193,0.00040698395,0.00070976245,0.0046148044,0.0009974921,0.0010437175,0.002854374,0.0012936026],"category_scores_gemma":[0.0026923032,0.00038923894,0.0006666296,0.00038819338,0.001112602,0.0006792523,0.0009804434,0.0024711723,0.00021957663],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013604106,0.0088960305,0.023772277,0.0006140494,0.00014307628,0.76451445,0.08020751,0.0012425688,0.0126602715,0.004761502,0.008570422,0.093257345],"study_design_scores_gemma":[0.00092567725,0.009473078,0.07746711,0.0006199717,0.00036717052,0.74963355,0.09227089,0.005804326,0.00678653,0.003471697,0.05289881,0.00028117085],"about_ca_topic_score_codex":0.006307439,"about_ca_topic_score_gemma":0.018432101,"teacher_disagreement_score":0.006307439,"about_ca_system_score_codex":0.0009468641,"about_ca_system_score_gemma":0.0012171564,"threshold_uncertainty_score":0.012541473},"labels":[],"label_agreement":null},{"id":"W4315844085","doi":"10.53841/bpsfpid.2021.19.1.2","title":"Editorial","year":2021,"lang":"en","type":"editorial","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Bulletin of Medical History","funders":"","keywords":"Philosophy","score_opus":0.015495055870800224,"score_gpt":0.25733265824837714,"score_spread":0.24183760237757693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315844085","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027049482,0.0030126262,0.000068514695,0.032211997,0.9393903,0.00007299085,0.00022175528,0.00013704828,0.024857687],"genre_scores_gemma":[0.0006204935,0.0050091203,0.00018753395,0.058192715,0.7575527,0.00015795407,0.00037304193,0.000201356,0.17770512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558336,0.00069521234,0.00029887172,0.00047936654,0.002483579,0.00045970455],"domain_scores_gemma":[0.9866013,0.0025420133,0.0009209935,0.00065279665,0.006059319,0.0032234874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00432353,0.0035881805,0.0029081244,0.004359297,0.0040067714,0.0098536145,0.002833648,0.01166335,0.123358905],"category_scores_gemma":[0.024660686,0.0011804692,0.0020224545,0.0017376464,0.0017173617,0.0032588122,0.001975101,0.011929947,0.11356563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056346066,0.0000030973038,0.0000040275595,0.000026045165,0.000001543314,0.000014868236,0.0000018952787,0.0000025771292,0.000004085966,0.00006191265,0.998362,0.0015122353],"study_design_scores_gemma":[0.000029008437,0.000008568772,0.00006738106,0.00017006903,0.000008447364,0.000044644727,0.0000137753605,0.00001771462,0.0000173846,0.00033830633,0.9992792,0.000005462883],"about_ca_topic_score_codex":0.005038264,"about_ca_topic_score_gemma":0.010860792,"teacher_disagreement_score":0.123358905,"about_ca_system_score_codex":0.003632511,"about_ca_system_score_gemma":0.005593024,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4315844665","doi":"10.53841/bpsfpid.2018.16.2.1","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Bulletin of Medical History","funders":"","keywords":"Medicine","score_opus":0.015511792978244406,"score_gpt":0.2604642440873323,"score_spread":0.24495245110908792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315844665","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002687901,0.003636198,0.000067999325,0.040327232,0.9417986,0.000048457485,0.00015867187,0.00010116595,0.013834764],"genre_scores_gemma":[0.0006476879,0.0060132286,0.00016891437,0.059441335,0.82112956,0.000120099874,0.0002854222,0.00014224777,0.11205156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947777,0.0008460908,0.0004238096,0.0006179009,0.0027481425,0.0005863271],"domain_scores_gemma":[0.98380727,0.003073921,0.0013905091,0.00082444196,0.007260811,0.003643028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045082197,0.0029807822,0.0024123588,0.004191805,0.0035356446,0.009333399,0.002897475,0.0117776655,0.09497822],"category_scores_gemma":[0.03277284,0.0009575179,0.0018166155,0.001572099,0.0018807076,0.0036177505,0.0023148013,0.013023125,0.08019289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054141915,0.000003479497,0.0000060115613,0.000030876727,0.0000018486484,0.00002044425,0.0000029538785,0.000002317427,0.000004520091,0.00008140514,0.9980258,0.0018148724],"study_design_scores_gemma":[0.000022053944,0.0000071638215,0.000062308034,0.0001897936,0.000007926362,0.000056914032,0.000015457852,0.000014167239,0.00001896184,0.00032971983,0.99927086,0.000004669739],"about_ca_topic_score_codex":0.003412771,"about_ca_topic_score_gemma":0.0065932195,"teacher_disagreement_score":0.09497822,"about_ca_system_score_codex":0.0035632371,"about_ca_system_score_gemma":0.006003974,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4320056815","doi":"10.53841/bpsfpid.2022.20.3.49","title":"Anti-racism in community learning disabilities services: The work for clinical psychologists. The perspective of two undergraduate black and brown placement students","year":2022,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Racism; General partnership; Psychology; Presentation (obstetrics); Medical education; Sociology; Gender studies; Medicine; Political science","score_opus":0.087423110292065,"score_gpt":0.4131622106291755,"score_spread":0.3257391003371105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320056815","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23062627,0.014962457,0.0009774633,0.71111137,0.007505519,0.00064294296,0.000049639588,0.00011844922,0.0340059],"genre_scores_gemma":[0.7686696,0.01572132,0.0035046665,0.17788443,0.0030980527,0.0008778593,0.0000560796,0.00020359702,0.02998437],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9467995,0.037740674,0.0007127659,0.0015688629,0.0041793534,0.00899884],"domain_scores_gemma":[0.9336063,0.01024877,0.003042734,0.00094744907,0.0059835245,0.046171185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027098209,0.0012544265,0.001397251,0.0022739137,0.08424989,0.028912956,0.006757831,0.015642012,0.0088636605],"category_scores_gemma":[0.03061352,0.0021568134,0.0012321332,0.0016610041,0.038171552,0.011439776,0.032347675,0.036304723,0.0015837301],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000433631,0.0005956224,0.0029298738,0.0003091967,0.000020546922,0.004622886,0.89816445,0.000046833244,0.00038536856,0.0034960231,0.06512156,0.02426422],"study_design_scores_gemma":[0.000017057366,0.00012288567,0.0011239699,0.00039580688,0.000007571419,0.0014901918,0.9569544,0.000032193588,0.0000694608,0.0010571835,0.038696386,0.000032781933],"about_ca_topic_score_codex":0.03647867,"about_ca_topic_score_gemma":0.1277474,"teacher_disagreement_score":0.08424989,"about_ca_system_score_codex":0.021447783,"about_ca_system_score_gemma":0.06631196,"threshold_uncertainty_score":0.15561533},"labels":[],"label_agreement":null},{"id":"W4320302074","doi":"10.53841/bpsfpid.2018.16.1.19","title":"The development and adaption of an acceptance and commitment based therapy group for people with learning disabilities","year":2018,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Learning disability; Acceptance and commitment therapy; Psychology; Service (business); Intellectual disability; Group (periodic table); Applied psychology; Developmental psychology; Business; Marketing; Psychiatry; Intervention (counseling)","score_opus":0.049247467785105595,"score_gpt":0.31069293626932676,"score_spread":0.2614454684842212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320302074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89294326,0.00024284239,0.03762229,0.0064914194,0.0011318612,0.014395034,0.00013449237,0.0007509356,0.046287905],"genre_scores_gemma":[0.7194682,0.00074402825,0.22588222,0.0023055067,0.00021201995,0.016792506,0.00029816685,0.00028398825,0.03401335],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9917493,0.0048442967,0.00034058653,0.00047761088,0.001929393,0.00065872597],"domain_scores_gemma":[0.9877665,0.003118614,0.00050539325,0.001699268,0.0016239567,0.0052863103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010050437,0.00037431123,0.00041031916,0.0012483614,0.0035952881,0.0023699845,0.0022465312,0.0013098158,0.0037316442],"category_scores_gemma":[0.016324706,0.00042710837,0.0005357259,0.00050414633,0.0023552645,0.001724657,0.0059586107,0.00311766,0.0010210882],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035776588,0.01957722,0.017025193,0.00041796968,0.000026645119,0.0009525378,0.1603064,0.000708284,0.007100587,0.005727468,0.00864021,0.7791597],"study_design_scores_gemma":[0.002673845,0.03355683,0.17461185,0.0013998586,0.0003372374,0.005326247,0.36780998,0.0077449963,0.020902717,0.020468589,0.3646493,0.0005185163],"about_ca_topic_score_codex":0.0031266906,"about_ca_topic_score_gemma":0.009763271,"teacher_disagreement_score":0.010050437,"about_ca_system_score_codex":0.0015902248,"about_ca_system_score_gemma":0.01128818,"threshold_uncertainty_score":0.053152382},"labels":[],"label_agreement":null},{"id":"W4405827783","doi":"10.53841/bpsfpid.2024.22.3.12","title":"How can we promote working in intellectual disability services? Summary of a workforce engagement event","year":2024,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Workforce; Work (physics); Event (particle physics); Join (topology); Plan (archaeology); Intellectual disability; Public relations; Psychology; Business; Medical education; Political science; Engineering; Medicine","score_opus":0.06448295730674114,"score_gpt":0.3207183736314873,"score_spread":0.25623541632474617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405827783","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05926589,0.009047882,0.0020267104,0.7533958,0.086911656,0.0026849397,0.0013231266,0.0004954235,0.08484861],"genre_scores_gemma":[0.30321643,0.018350024,0.004934855,0.3230249,0.044493783,0.0056786425,0.0024869055,0.00055380346,0.2972606],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9957652,0.0013777794,0.00016216529,0.00022476107,0.0008619926,0.0016080538],"domain_scores_gemma":[0.98319525,0.0016676779,0.00031572793,0.00020098174,0.0012613679,0.013358954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009332663,0.0010738387,0.0005573111,0.00094222487,0.01252753,0.0078018713,0.0014731978,0.010477373,0.019674018],"category_scores_gemma":[0.009819469,0.00058611366,0.00087142584,0.0007412922,0.0013839377,0.0043411083,0.009311166,0.017291747,0.00443487],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021076006,0.001849425,0.00264001,0.0009277388,0.000023975954,0.001802153,0.017578797,0.0001443926,0.0012107117,0.0029419987,0.8992705,0.07139958],"study_design_scores_gemma":[0.00010671572,0.0005623105,0.011029315,0.00063534005,0.0000148213885,0.00028152767,0.046687637,0.00011744149,0.0003787509,0.0012221746,0.9388953,0.00006868016],"about_ca_topic_score_codex":0.0063860724,"about_ca_topic_score_gemma":0.016472585,"teacher_disagreement_score":0.019674018,"about_ca_system_score_codex":0.0037582994,"about_ca_system_score_gemma":0.008238447,"threshold_uncertainty_score":0.06581622},"labels":[],"label_agreement":null}]}