{"meta":{"query_hash":"c2292e7ea22f","filters":{"venue":"Bournemouth University Research Online (Bournemouth University)"},"cohort_total":39,"direct_labels_cover":0,"predictions_cover":39,"exported":39,"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/c2292e7ea22f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bournemouth+University+Research+Online+%28Bournemouth+University%29"},"results":[{"id":"W1550260640","doi":"10.5281/zenodo.8374","title":"Copyright And The Economic Effects Of Parody: An Empirical Study Of Music Videos On The Youtube Platform, And An Assessment Of Regulatory Options","year":2013,"lang":"en","type":"report","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":8,"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":"Arts and Humanities Research Council; Research Councils UK","keywords":"Copyright law; Advertising; Internet privacy; Business; Multimedia; Computer science; Political science; Intellectual property; Law","score_opus":0.12306910292933775,"score_gpt":0.3506611741075963,"score_spread":0.22759207117825853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550260640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653007,0.000104989784,0.000016759726,0.00035524208,0.00021160193,0.0022495517,0.00011332366,0.000043088137,0.031604767],"genre_scores_gemma":[0.99282324,0.0005931809,0.000054396685,0.000041704534,0.00041746616,0.000001289575,0.00008877811,0.000049332477,0.005930579],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9957579,0.0007536752,0.00062018924,0.00086575496,0.0014178348,0.0005846668],"domain_scores_gemma":[0.9946944,0.0011395919,0.0009901591,0.0012286822,0.0017998761,0.00014725213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030389694,0.00051328435,0.0011807542,0.0021232024,0.0010757162,0.00018774389,0.001574581,0.00037530076,0.0005800624],"category_scores_gemma":[0.00043047947,0.00034142088,0.00026220802,0.0010466186,0.002073129,0.0015151625,0.0015598568,0.001502259,0.00000845531],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039948106,0.046095952,0.19033654,0.022459874,0.019016724,0.0019870037,0.084982686,0.0020420991,0.0017565906,0.22787352,0.32896587,0.034535024],"study_design_scores_gemma":[0.03621418,0.008178169,0.33873788,0.0031158794,0.0060325894,0.000040917912,0.3460649,0.11682612,0.00016578982,0.002678202,0.13851938,0.003426006],"about_ca_topic_score_codex":0.01592977,"about_ca_topic_score_gemma":0.0035122586,"teacher_disagreement_score":0.26108223,"about_ca_system_score_codex":0.00056258595,"about_ca_system_score_gemma":0.0013894661,"threshold_uncertainty_score":0.9999038},"labels":[],"label_agreement":null},{"id":"W2097138158","doi":"10.5281/zenodo.8377","title":"Copyright, And The Regulation Of Orphan Works: A Comparative Review Of Seven Jurisdictions And A Rights Clearance Simulation","year":2013,"lang":"en","type":"review","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":12,"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":"Arts and Humanities Research Council; Research Councils UK","keywords":"Orphan drug; Law and economics; Law; Business; Political science; Economics; Biology; Bioinformatics","score_opus":0.2651685370371742,"score_gpt":0.338485615862316,"score_spread":0.07331707882514182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097138158","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022022033,0.9762065,0.00031046118,0.00039080312,0.00012702643,0.0037335376,0.00019374194,0.00007111443,0.016764646],"genre_scores_gemma":[0.016319241,0.9768922,0.0001525913,0.000038231283,0.0001946522,9.077309e-7,0.00020379502,0.000027441358,0.0061709755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969473,0.0007846752,0.0005820612,0.00056267536,0.0006831026,0.0004401829],"domain_scores_gemma":[0.9960656,0.00083899195,0.0010182299,0.00046742705,0.0015333612,0.00007635091],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012865779,0.00041879067,0.0016290478,0.0016029205,0.00096235366,0.00011495609,0.00076866784,0.00031766057,0.00029143685],"category_scores_gemma":[0.00021886379,0.0003101959,0.0003625947,0.0027392,0.0014487946,0.001256991,0.000746177,0.001014686,0.000052377414],"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":[0.0088858185,0.0024259433,0.00018447367,0.3746927,0.0052210954,0.0002198729,0.011805444,0.00075417437,0.000009125554,0.13215064,0.01979142,0.4438593],"study_design_scores_gemma":[0.0019103227,0.00005817367,0.000091531685,0.049903445,0.0013150299,0.0000071318773,0.0018366984,0.0057334714,4.9297375e-7,0.0003341312,0.9384252,0.00038441402],"about_ca_topic_score_codex":0.0016992711,"about_ca_topic_score_gemma":0.00024158714,"teacher_disagreement_score":0.91863376,"about_ca_system_score_codex":0.00016185603,"about_ca_system_score_gemma":0.0002534544,"threshold_uncertainty_score":0.99993503},"labels":[],"label_agreement":null},{"id":"W2108864459","doi":"","title":"Promotional impact of image formation of an aboriginal tourist destination.","year":2013,"lang":"en","type":"dissertation","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":3,"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":"Bournemouth University","keywords":"Tourism; Destination image; Advertising; Psychology; Cognition; Marketing; Cultural heritage; Geography; Destinations; Business","score_opus":0.04922169199284174,"score_gpt":0.4126495650300896,"score_spread":0.3634278730372479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108864459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8891521,0.000054993525,0.000088814166,0.00028273746,0.00017640949,0.0014626384,0.0014045603,0.00011408706,0.107263625],"genre_scores_gemma":[0.83960146,0.0008392744,0.004119118,0.0000025675154,0.0004551554,8.426733e-7,0.0031812156,0.00007868622,0.15172169],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9911302,0.0022808644,0.00059032044,0.00084931316,0.0037566747,0.001392646],"domain_scores_gemma":[0.9883404,0.00046903657,0.0010769637,0.0007626558,0.0082999915,0.0010509465],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026215801,0.0005065599,0.00086835335,0.005328969,0.0017052446,0.00022387496,0.0030020839,0.0008169533,0.0020867873],"category_scores_gemma":[0.0009046924,0.00060495484,0.0006745454,0.0038704895,0.0016776192,0.0037551248,0.00028277002,0.0018999071,0.00010347989],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.032976355,0.038318202,0.0151686035,0.009213131,0.006018064,0.0155032575,0.31629333,0.0020405236,0.03248087,0.37853914,0.08847802,0.064970486],"study_design_scores_gemma":[0.012504701,0.0051789586,0.10348718,0.0026301742,0.0010704319,0.000027903883,0.8122218,0.003480063,0.003265855,0.004107777,0.048582762,0.0034423517],"about_ca_topic_score_codex":0.050398264,"about_ca_topic_score_gemma":0.012299672,"teacher_disagreement_score":0.4959285,"about_ca_system_score_codex":0.0028349033,"about_ca_system_score_gemma":0.009105624,"threshold_uncertainty_score":0.99964017},"labels":[],"label_agreement":null},{"id":"W2595278459","doi":"","title":"Amphetamine Exerts Dose-Dependent Changes in Prefrontal Cortex Attractor Dynamics during Working Memory","year":2015,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Neural dynamics and brain function","field":"Neuroscience","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":"University of British Columbia","funders":"","keywords":"Monoamine neurotransmitter; Prefrontal cortex; Neuroscience; Working memory; Attractor; Population; Psychology; Cognition; Monoaminergic; Chemistry; Mathematics; Medicine; Serotonin; Receptor","score_opus":0.12193121697630191,"score_gpt":0.2938736534648386,"score_spread":0.17194243648853672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595278459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829736,0.00003151043,0.00009451154,0.0014058576,0.0005424509,0.0008251059,0.00030327972,0.00026638998,0.013557314],"genre_scores_gemma":[0.9344463,0.00026682985,0.00015639178,0.000067961635,0.00022805633,4.581683e-7,0.00009414282,0.000065989334,0.06467388],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9938058,0.0011207652,0.0003465581,0.0014268178,0.0016815495,0.0016184812],"domain_scores_gemma":[0.9971681,0.0003885326,0.00029060646,0.0007338464,0.00039916448,0.0010197276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010092057,0.0005079966,0.0005917232,0.0028338789,0.00092511735,0.00019257993,0.0015834863,0.00037511275,0.00010537608],"category_scores_gemma":[0.0005741062,0.000595302,0.00019580271,0.0030803196,0.0005853666,0.0009647037,0.0013987146,0.0018843779,0.000083931154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.041479476,0.01567739,0.13504593,0.0012169605,0.0005890027,0.114208624,0.028150903,0.012531792,0.5538552,0.030371042,0.0021986053,0.064675085],"study_design_scores_gemma":[0.072019465,0.004855161,0.4158085,0.0023324538,0.0005410868,0.0014461031,0.29067343,0.124016136,0.021581111,0.0011869569,0.05671772,0.008821859],"about_ca_topic_score_codex":0.0013808848,"about_ca_topic_score_gemma":0.020639503,"teacher_disagreement_score":0.53227407,"about_ca_system_score_codex":0.003654566,"about_ca_system_score_gemma":0.0006612224,"threshold_uncertainty_score":0.9996498},"labels":[],"label_agreement":null},{"id":"W2599806208","doi":"10.1002/pon.4077","title":"An exploration of men's experiences of undergoing active surveillance for favourable-risk prostate cancer: A mixed methods study protocol","year":2016,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Prostate cancer; Protocol (science); Medicine; Cancer; Prostate; Oncology; Gynecology; Urology; Internal medicine; Pathology; Alternative medicine","score_opus":0.10789043928912587,"score_gpt":0.439658346787553,"score_spread":0.3317679074984271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599806208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94375074,0.000034880963,0.0045772977,0.00076467765,0.00008209268,0.04899272,0.0011320345,0.000083140854,0.00058244367],"genre_scores_gemma":[0.98939836,0.0006928425,0.0061858017,0.00000557831,0.000072316274,0.0007625129,0.000049924245,0.000044436954,0.0027882252],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99534357,0.0017576946,0.00048120786,0.00085489283,0.00082123134,0.00074140134],"domain_scores_gemma":[0.9947539,0.0012221006,0.0007426062,0.00067733845,0.0021186648,0.00048536676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017945054,0.0003475287,0.0008644946,0.0012127259,0.00056008965,0.000027931894,0.0005781543,0.00015839306,0.00007989768],"category_scores_gemma":[0.0005640323,0.00028330297,0.00025226566,0.0015870532,0.0006050578,0.0014036541,0.00026538447,0.00034380468,0.0000014907987],"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":[0.088178776,0.023033801,0.30480257,0.0020983755,0.004055639,0.0006792876,0.21228099,0.0004967661,0.017131455,0.0027047386,0.000896201,0.3436414],"study_design_scores_gemma":[0.033124752,0.013109168,0.028518923,0.0009569384,0.00044608503,0.00000420526,0.8880013,0.0004259746,0.028187433,0.0002699433,0.0063750595,0.00058020116],"about_ca_topic_score_codex":0.0013317378,"about_ca_topic_score_gemma":0.001578196,"teacher_disagreement_score":0.67572033,"about_ca_system_score_codex":0.0011361256,"about_ca_system_score_gemma":0.0019887085,"threshold_uncertainty_score":0.9999619},"labels":[],"label_agreement":null},{"id":"W2902131448","doi":"","title":"The Diffusion of Balanced Scorecard from the Perspective of Adopters: Evidence from Australia","year":2018,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","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":"Balanced scorecard; Early adopter; Business; Perspective (graphical); Process (computing); Sustainability; Process management; Accounting; Performance measurement; Knowledge management; Computer science; Marketing","score_opus":0.09022009668195366,"score_gpt":0.3015126848840346,"score_spread":0.21129258820208094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902131448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98827213,0.00011126788,0.00066313223,0.004863708,0.00029316865,0.00046020257,0.00021250598,0.000068884925,0.005055011],"genre_scores_gemma":[0.9937106,0.00022961646,0.00038204837,0.00009850366,0.0010726436,1.1143386e-7,0.00006798676,0.000024102947,0.0044143796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712056,0.0002368176,0.00030421768,0.0005796054,0.0011879092,0.0005708978],"domain_scores_gemma":[0.99468744,0.0009878685,0.000538795,0.00077975786,0.0029471184,0.00005903762],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010153261,0.00025947418,0.0003430862,0.0005854236,0.001541017,0.00019465892,0.002293951,0.00014073274,0.00035648455],"category_scores_gemma":[0.001088598,0.00020318171,0.00019804701,0.0027421738,0.0015540413,0.0011233771,0.0017455615,0.0005812599,0.00012305897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077127866,0.0013976828,0.734831,0.00023693919,0.0016061384,0.0002747516,0.01152827,0.00030866233,0.0059933383,0.19538057,0.03561949,0.005110406],"study_design_scores_gemma":[0.0035577198,0.00021885647,0.63375133,0.001340107,0.0006657025,0.0000010495863,0.22876744,0.0030370713,0.0004642157,0.005460069,0.12197685,0.00075960386],"about_ca_topic_score_codex":0.04526227,"about_ca_topic_score_gemma":0.006237197,"teacher_disagreement_score":0.21723917,"about_ca_system_score_codex":0.0003437187,"about_ca_system_score_gemma":0.00024458385,"threshold_uncertainty_score":0.99975884},"labels":[],"label_agreement":null},{"id":"W2914636965","doi":"","title":"Brexit Implications for Geographical Indications for Food and Beverages","year":2019,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":1,"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":"Brexit; European union; Scope (computer science); International trade; Position (finance); Geographical indication; Business; Food products; Geography; International economics; Economics; Regional science; Food science; Finance; Computer science","score_opus":0.045605624555403346,"score_gpt":0.26406920496922015,"score_spread":0.2184635804138168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914636965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639047,0.0000904128,0.00013580985,0.027971826,0.00006391903,0.0016221054,0.0052379197,0.0001302155,0.00084312446],"genre_scores_gemma":[0.9907938,0.0001955974,0.0009140066,0.00008008294,0.00020698583,0.0000015386586,0.00062520924,0.000004587142,0.0071781836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796426,0.00013894557,0.0001657221,0.00071146875,0.00027985958,0.0007397264],"domain_scores_gemma":[0.9979815,0.0006566773,0.00012486968,0.00017073542,0.00062276435,0.00044347724],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039434645,0.00023202348,0.00029708614,0.00025531283,0.001432173,0.00011091912,0.00082425145,0.0003019251,0.000093275026],"category_scores_gemma":[0.000114587754,0.00013807745,0.00024717583,0.0016386539,0.00027100198,0.0003656819,0.00035593385,0.00046316063,0.000014082655],"study_design_candidate":"theoretical_or_conceptual","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":[0.0026702264,0.004032188,0.084297776,0.0005479001,0.0011385937,0.000030003253,0.0027995135,0.00006448098,0.14639997,0.6860106,0.017513294,0.05449547],"study_design_scores_gemma":[0.003972591,0.0026448364,0.42481378,0.00011254987,0.00016030166,0.000021707823,0.022422854,0.000058653823,0.00037785864,0.0051031634,0.53952235,0.00078938314],"about_ca_topic_score_codex":0.00015686425,"about_ca_topic_score_gemma":0.0018463192,"teacher_disagreement_score":0.6809074,"about_ca_system_score_codex":0.00018367983,"about_ca_system_score_gemma":0.0001542399,"threshold_uncertainty_score":0.99986786},"labels":[],"label_agreement":null},{"id":"W2925157948","doi":"10.5580/ijos.53658","title":"Content and Face Validity Assessment of the Sim-K Haptic-Feedback Enhanced Total Knee Replacement Virtual Reality Simulator.","year":2019,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","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":"Content validity; Haptic technology; Face validity; Likert scale; Virtual reality; Medicine; Total knee replacement; Physical therapy; Scale (ratio); Simulation; Medical physics; Surgery; Psychology; Computer science; Human–computer interaction; Psychometrics","score_opus":0.1458685175172169,"score_gpt":0.3855316426230074,"score_spread":0.23966312510579046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925157948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879909,0.000028301605,0.0008067535,0.004380732,0.0003940371,0.0022211636,0.0004050689,0.00008837145,0.0036846576],"genre_scores_gemma":[0.9621004,0.000060061986,0.00040268392,0.000110777466,0.00011539879,4.4667664e-7,0.00012208898,0.000035411875,0.037052758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99439806,0.0015275101,0.0005314783,0.0009512345,0.0017202868,0.00087140844],"domain_scores_gemma":[0.99380225,0.001250172,0.0004572586,0.0013785353,0.0023293346,0.0007824324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018231452,0.00037805553,0.00072351797,0.00087788457,0.00085965334,0.000048957078,0.00057400984,0.00034127923,0.0004514368],"category_scores_gemma":[0.0004414532,0.00036505095,0.00031292663,0.0017096123,0.0007303851,0.00038647806,0.0008291855,0.0016948342,0.00002684972],"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":[0.006051776,0.002406854,0.9490198,0.0010154593,0.00066040125,0.0001118548,0.0094432775,0.011702315,0.0068885777,0.0107470555,0.0008704553,0.001082196],"study_design_scores_gemma":[0.011924193,0.0021655106,0.79699737,0.000664167,0.0003221789,0.000023920693,0.15883371,0.023529898,0.00091338024,0.000048588037,0.003999245,0.0005778075],"about_ca_topic_score_codex":0.0016468283,"about_ca_topic_score_gemma":0.00017046536,"teacher_disagreement_score":0.15202239,"about_ca_system_score_codex":0.0021974796,"about_ca_system_score_gemma":0.002987077,"threshold_uncertainty_score":0.99988014},"labels":[],"label_agreement":null},{"id":"W2962736974","doi":"","title":"Convenient Pigeon Holes? The Classification of Trade Marks in Historical Perspective","year":2005,"lang":"en","type":"book","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Intellectual Property Law","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":"European Commission; Leverhulme Trust","keywords":"Nice; Argument (complex analysis); Meaning (existential); Context (archaeology); Scope (computer science); Interpretation (philosophy); Perspective (graphical); Political science; Law; Law and economics; Geography; Sociology; Epistemology; Artificial intelligence; Linguistics; Computer science; Philosophy","score_opus":0.13261503838545552,"score_gpt":0.3396226700849276,"score_spread":0.20700763169947206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962736974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050188485,0.0005190106,0.000122511,0.01857735,0.00036078188,0.0018925936,0.0004132881,0.00013694895,0.9729587],"genre_scores_gemma":[0.114556074,0.0020164778,0.00014171642,0.00006082346,0.00065460533,4.3151553e-7,0.00011134835,0.00006910329,0.8823894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905022,0.0035095701,0.00059014966,0.0012138594,0.0026647316,0.0015194925],"domain_scores_gemma":[0.99475104,0.0013357655,0.00064316584,0.0009830118,0.0016610357,0.0006259984],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0034431007,0.00056518236,0.0009595292,0.0033291543,0.0019095602,0.00010710048,0.003518647,0.0012860552,0.0007715595],"category_scores_gemma":[0.0011600017,0.00057538605,0.00060094864,0.0028344162,0.00434477,0.0005907385,0.00079709454,0.0045378027,0.00010694817],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0030690257,0.0020331074,0.00033677265,0.00019362815,0.00047479922,0.0012480376,0.11318401,0.00011493299,0.00009778143,0.7192012,0.15375583,0.0062908665],"study_design_scores_gemma":[0.0015016197,0.0002536827,0.0008086099,0.00030394495,0.00014979327,0.0000058560236,0.12749779,0.00020260013,0.0000058755522,0.0012612523,0.86742395,0.0005850085],"about_ca_topic_score_codex":0.01033337,"about_ca_topic_score_gemma":0.02699474,"teacher_disagreement_score":0.71794,"about_ca_system_score_codex":0.03165997,"about_ca_system_score_gemma":0.008809374,"threshold_uncertainty_score":0.99966973},"labels":[],"label_agreement":null},{"id":"W2963652187","doi":"","title":"Developing self efficacy in research skills: becoming research-minded","year":2010,"lang":"en","type":"book-chapter","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":16,"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":"Competence (human resources); Underpinning; Work (physics); Capacity building; Self-efficacy; Psychology; Pedagogy; Medical education; Political science; Engineering; Medicine; Social psychology","score_opus":0.32945863800815756,"score_gpt":0.4791274493912559,"score_spread":0.14966881138309834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963652187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02215143,0.0001954067,0.000031669002,0.030521411,0.0031322667,0.0027509795,0.00022735824,0.00042717252,0.9405623],"genre_scores_gemma":[0.020498665,0.0039404486,0.0035863165,0.0000762052,0.0048375656,0.0000011679965,0.00020243245,0.00018278332,0.9666744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9776674,0.008822554,0.0007400363,0.0021403087,0.006738582,0.0038911132],"domain_scores_gemma":[0.9736891,0.014679869,0.00051241886,0.0014609206,0.007840918,0.0018168075],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.029169496,0.0007389275,0.0010952854,0.012064775,0.013553044,0.0007537277,0.0051759146,0.003302491,0.003273488],"category_scores_gemma":[0.010319828,0.0010084732,0.00047184684,0.008201038,0.005462796,0.0013820811,0.0025947692,0.021656018,0.0017799027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00065541797,0.0017790893,0.00039726842,0.00013185156,0.00028547837,0.0025572423,0.06336164,0.0000044029234,0.000024346835,0.9016837,0.022705588,0.006414003],"study_design_scores_gemma":[0.002023275,0.00012329222,0.00075523247,0.0005107575,0.000064808984,0.000004802876,0.12029494,0.0000060392413,0.000009891597,0.0075048106,0.86783874,0.0008634313],"about_ca_topic_score_codex":0.010331949,"about_ca_topic_score_gemma":0.052662134,"teacher_disagreement_score":0.89417887,"about_ca_system_score_codex":0.011004428,"about_ca_system_score_gemma":0.022629451,"threshold_uncertainty_score":0.9996743},"labels":[],"label_agreement":null},{"id":"W2969826105","doi":"","title":"Robert Hayman and the Poetry of Arrival","year":2010,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Canadian Identity and History","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":"Poetry; Governor; History; Literature; Art; Art history; Engineering","score_opus":0.02299979818463869,"score_gpt":0.27704142455052155,"score_spread":0.25404162636588284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969826105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7449856,0.00013412828,0.00005373766,0.009978012,0.00041742987,0.0005733162,0.00026997572,0.00009498717,0.24349284],"genre_scores_gemma":[0.8236032,0.0012495352,0.00039489096,0.000060623584,0.00031954763,9.3964324e-8,0.00001720434,0.00001998545,0.17433493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650216,0.0010695262,0.0001927428,0.00044454407,0.0010010566,0.0007899454],"domain_scores_gemma":[0.99732715,0.00057506654,0.00017270062,0.0005130114,0.00069390796,0.0007181908],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0023913747,0.00016777162,0.00036005786,0.0035279754,0.004220118,0.00025272372,0.0014541278,0.00030535265,0.0006490567],"category_scores_gemma":[0.0007548536,0.000193272,0.00022592311,0.002223038,0.00905818,0.0005727594,0.00051356683,0.0016425477,0.0000366572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012565613,0.000339508,0.004163356,0.00006580086,0.00017028465,0.00047354848,0.037736606,0.000008515987,0.00040454327,0.9399752,0.009401223,0.00600485],"study_design_scores_gemma":[0.0027863628,0.000051143237,0.0054205735,0.0000346247,0.00008106704,0.0000075255484,0.076567285,0.000054235657,0.0000081591215,0.0007191002,0.91403085,0.00023905831],"about_ca_topic_score_codex":0.3769023,"about_ca_topic_score_gemma":0.7634202,"teacher_disagreement_score":0.93925613,"about_ca_system_score_codex":0.0006366616,"about_ca_system_score_gemma":0.0031194957,"threshold_uncertainty_score":0.9970763},"labels":[],"label_agreement":null},{"id":"W2997644221","doi":"","title":"The Technological Gaze: How we see audiences, and the unmodern sublime","year":2019,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Digital Games and Media","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":"Sublime; Interrogation; Gaze; Techne; Metis; Relation (database); Human–computer interaction; Aesthetics; Design thinking; Sociology; Epistemology; Computer science; Psychology; Art; World Wide Web; Political science; Artificial intelligence","score_opus":0.049202817322225804,"score_gpt":0.29464880291814277,"score_spread":0.24544598559591696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997644221","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35081586,0.0012183529,0.00015792127,0.1739496,0.0004383987,0.002005508,0.00016583221,0.00039968343,0.47084886],"genre_scores_gemma":[0.56852597,0.0066695185,0.00010843242,0.000055264623,0.00011447103,2.4861848e-7,0.0000086025075,0.000014073621,0.4245034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99458116,0.0015562003,0.00017091948,0.0007022153,0.0015276503,0.0014618358],"domain_scores_gemma":[0.9960091,0.0018538887,0.00018290966,0.00067438965,0.00066289364,0.0006168088],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0038277481,0.00028188655,0.00040544823,0.0006481332,0.0029075996,0.00067957904,0.0026142525,0.00035588842,0.00011493212],"category_scores_gemma":[0.0011487465,0.00019724797,0.00024036288,0.0026364967,0.008179833,0.0009071329,0.0013975706,0.001519995,0.00012712959],"study_design_candidate":"theoretical_or_conceptual","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":[0.0015765765,0.00028950203,0.0043104226,0.00004191354,0.0002096984,0.00040466292,0.01645583,0.000016406295,0.000037494417,0.86984116,0.0060461727,0.10077015],"study_design_scores_gemma":[0.0021436499,0.00010070384,0.0010545375,0.0000572156,0.000037854275,0.000006340729,0.20149069,0.0002232215,0.0000037323307,0.0012091784,0.79343945,0.00023340409],"about_ca_topic_score_codex":0.00083803,"about_ca_topic_score_gemma":0.005331236,"teacher_disagreement_score":0.86863196,"about_ca_system_score_codex":0.0005348978,"about_ca_system_score_gemma":0.0010936025,"threshold_uncertainty_score":0.9983905},"labels":[],"label_agreement":null},{"id":"W3016467397","doi":"10.1234/fa.v0i78.332","title":"Masculinity, affect and the search for certainty in an age of precarity.","year":2020,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":4,"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":"Precarity; Masculinity; Gender studies; Politics; Appeal; Sociology; Certainty; Feminism; Realm; Social psychology; Psychology; Political science; Law","score_opus":0.17905728988291938,"score_gpt":0.377688148035147,"score_spread":0.1986308581522276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016467397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705165,0.00010088371,0.00056512177,0.01089686,0.0001079559,0.0018810572,0.00031366816,0.00008266838,0.015535263],"genre_scores_gemma":[0.9925414,0.0008368442,0.0007077283,0.00010161417,0.00025240539,4.900268e-7,0.00007782924,0.000021989545,0.0054597203],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9937281,0.003221818,0.00025483567,0.00066951854,0.0010726758,0.0010530495],"domain_scores_gemma":[0.99622715,0.0015782446,0.00012853606,0.00039324167,0.0007225354,0.0009502837],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0043657934,0.00023339482,0.00056845957,0.00082177186,0.0013242157,0.00010396456,0.0015624237,0.00031189003,0.00006374353],"category_scores_gemma":[0.0010423538,0.00022980482,0.00025075368,0.0021985332,0.002811267,0.0005337364,0.0006786166,0.0011278301,0.000005871787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0125828795,0.0013040375,0.05715079,0.00059879856,0.00031070135,0.0010075462,0.7335114,0.0002848669,0.0006908547,0.18300673,0.00120521,0.008346167],"study_design_scores_gemma":[0.013511501,0.0007238486,0.016605454,0.00010169679,0.00014557978,0.0000029391597,0.9055049,0.0012571354,0.000089555244,0.00069176656,0.060890567,0.00047507076],"about_ca_topic_score_codex":0.008563709,"about_ca_topic_score_gemma":0.021632165,"teacher_disagreement_score":0.18231496,"about_ca_system_score_codex":0.00034340093,"about_ca_system_score_gemma":0.0015250872,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W3125137777","doi":"","title":"Boards Strategizing in Liminal Spaces: Process and Practice, Formal and Informal","year":2017,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","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":"Royal Bank of Canada","funders":"","keywords":"Liminality; Corporate governance; Ambiguity; Institutionalisation; Public relations; Process (computing); Control (management); Business; Service (business); Compliance (psychology); Work (physics); Political science; Sociology; Management; Marketing; Psychology; Engineering; Social psychology; Law; Finance; Computer science","score_opus":0.06161238463349733,"score_gpt":0.3086692479893554,"score_spread":0.24705686335585808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125137777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8691997,0.00013101354,0.00013490203,0.0056072543,0.0000808746,0.00046362437,0.000026265818,0.00008458263,0.12427178],"genre_scores_gemma":[0.9921603,0.0006835266,0.0005270183,0.00014058682,0.00030199654,1.7864268e-7,0.000038109487,0.000022508899,0.0061257686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977437,0.00006983655,0.00019447006,0.00049974426,0.00067947723,0.000812733],"domain_scores_gemma":[0.9983451,0.00015495304,0.0003360208,0.00032522916,0.0007377715,0.00010096718],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013106125,0.0002732804,0.00031281722,0.0013601489,0.003349436,0.0012875163,0.00085467944,0.00014374584,0.0000635813],"category_scores_gemma":[0.0007033278,0.00030697635,0.000052121613,0.0009349534,0.0007051678,0.0090348385,0.0022655432,0.0006564499,0.00002408876],"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":[0.004394299,0.0008987926,0.4987638,0.0015692486,0.00044654953,0.0031034157,0.00464431,0.00018275638,0.00004916376,0.46580893,0.0019362082,0.018202526],"study_design_scores_gemma":[0.0065101185,0.0001399586,0.5034685,0.0003413541,0.00028333103,0.000025667492,0.23200008,0.0044797817,0.000004049127,0.0009875023,0.2508456,0.00091404904],"about_ca_topic_score_codex":0.0024846084,"about_ca_topic_score_gemma":0.003721392,"teacher_disagreement_score":0.46482143,"about_ca_system_score_codex":0.00012213129,"about_ca_system_score_gemma":0.0001689724,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W3186776749","doi":"","title":"Neurological Deaths in the 21st Century in 21 Western Countries: Demographics or Environmental Causes","year":2021,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","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":"Life expectancy; Demography; Mortality rate; Population; Demographics; Medicine; Developed country; Geography; Pediatrics","score_opus":0.055829320582618996,"score_gpt":0.2957907781578711,"score_spread":0.23996145757525209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186776749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869045,0.00011965928,0.000049591526,0.0035247628,0.00007375451,0.00081856846,0.0003293252,0.000055624652,0.00812421],"genre_scores_gemma":[0.9861903,0.0077028614,0.0003338787,0.0010445719,0.000070378665,9.517006e-7,0.00011057948,0.000040744275,0.004505732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913289,0.0033244768,0.0004233503,0.0014980041,0.0016719941,0.0017533036],"domain_scores_gemma":[0.99713624,0.0011573471,0.0001757397,0.000923058,0.000043123397,0.0005645134],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002178079,0.00046015196,0.0005067018,0.0009850508,0.0010092879,0.00012259543,0.0017437675,0.0004117782,0.0017122803],"category_scores_gemma":[0.00036325364,0.0004352195,0.00019264214,0.0033692783,0.0016316902,0.0008596412,0.0018561453,0.002671552,0.00031651597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081224565,0.0014942446,0.9696452,0.000037688427,0.00003839102,0.019381655,0.0047242893,0.00044858942,0.0002386216,0.00065637537,0.00014869595,0.002374001],"study_design_scores_gemma":[0.003230682,0.00030418593,0.7256433,0.000088460125,0.00005014962,0.00014410572,0.0880217,0.00031592342,0.000027144142,0.00005136877,0.18156724,0.0005557443],"about_ca_topic_score_codex":0.0013443225,"about_ca_topic_score_gemma":0.020010391,"teacher_disagreement_score":0.24400191,"about_ca_system_score_codex":0.0015957147,"about_ca_system_score_gemma":0.0004291057,"threshold_uncertainty_score":0.99981},"labels":[],"label_agreement":null},{"id":"W3190381813","doi":"","title":"Towards a Legal Definition of Machine Intelligence: The Argument for Artificial Personhood in the Age of Deep Learning","year":2017,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Stanford Law School; York University","keywords":"Artificial intelligence; Argument (complex analysis); Automation; Computer science; Personhood; Programmer; Agency (philosophy); Data science; Machine learning; Sociology; Engineering; Law; Social science; Political science","score_opus":0.1875726786094387,"score_gpt":0.40919232257226634,"score_spread":0.22161964396282766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190381813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80433285,0.00013279218,0.003726075,0.042814113,0.0002593437,0.0018839082,0.00040711372,0.00004949182,0.1463943],"genre_scores_gemma":[0.9958857,0.00062408525,0.00068527606,0.00004560902,0.00016408824,3.535205e-7,0.000037916692,0.00001284251,0.0025440818],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9957217,0.0016611456,0.00027960757,0.0003342949,0.0012592388,0.00074399664],"domain_scores_gemma":[0.9967277,0.0010074831,0.00041988568,0.0004971421,0.0011707854,0.00017701501],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0064325393,0.00017632589,0.0003578382,0.00062614784,0.004849413,0.00029250875,0.0025675942,0.00027382065,0.000057384834],"category_scores_gemma":[0.003558711,0.00015078958,0.0003087849,0.0008781901,0.0027045372,0.00070389034,0.00043400016,0.0014331422,0.0000032461307],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093031215,0.0007200479,0.002810494,0.000083440915,0.0001183856,0.00021598222,0.13758492,0.00010708517,0.0001523723,0.84352356,0.00008740373,0.013666018],"study_design_scores_gemma":[0.001412484,0.0006877655,0.012863235,0.00016874733,0.00014575348,0.000002314608,0.9181291,0.0007230399,0.00011732195,0.022627985,0.04277042,0.00035185958],"about_ca_topic_score_codex":0.03259301,"about_ca_topic_score_gemma":0.061296407,"teacher_disagreement_score":0.82089555,"about_ca_system_score_codex":0.00040142328,"about_ca_system_score_gemma":0.0010732055,"threshold_uncertainty_score":0.99649805},"labels":[],"label_agreement":null},{"id":"W6981017418","doi":"","title":"Determination of the Profile of New Psychoactive Substances Among Users from the Homeless Population: A Mixed-Methods Approach.","year":2022,"lang":"en","type":"dissertation","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Engineering and Technology Innovations","field":"Engineering","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":"Population; Qualitative analysis; Heroin; Qualitative research; Systematic review; Harm reduction","score_opus":0.030858247847242247,"score_gpt":0.30947121278055106,"score_spread":0.27861296493330884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981017418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847375,0.0003719205,0.004532362,0.00012454083,0.0007747351,0.0009109759,0.0013967118,0.0002454886,0.006905737],"genre_scores_gemma":[0.9669902,0.00033085997,0.012589675,0.0000032437727,0.00012132185,0.000001956682,0.0022073407,0.000093491624,0.01766195],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99709475,0.00061068207,0.00041176582,0.00050213025,0.0008735706,0.00050710747],"domain_scores_gemma":[0.9974644,0.0004793792,0.0004563258,0.00090486056,0.0005658282,0.00012917777],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006751812,0.000382174,0.0006031801,0.001463814,0.0007129879,0.000032340806,0.0021191826,0.0005343739,0.00012175455],"category_scores_gemma":[0.00020024083,0.0003615474,0.00031965697,0.004732097,0.00037740218,0.00033887808,0.0002757709,0.0023759939,0.0000014461205],"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":[0.005259248,0.004795138,0.1669664,0.0066505233,0.011914857,0.00045309804,0.16363743,0.10823394,0.010661671,0.106216416,0.02691862,0.38829267],"study_design_scores_gemma":[0.0035581116,0.00023066429,0.58416367,0.0009634082,0.0010369014,0.000006105134,0.3662841,0.02214926,0.0031266392,0.0011321983,0.015925074,0.0014238626],"about_ca_topic_score_codex":0.0023465988,"about_ca_topic_score_gemma":0.0035336947,"teacher_disagreement_score":0.4171973,"about_ca_system_score_codex":0.0006679678,"about_ca_system_score_gemma":0.0004411835,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W6982240510","doi":"","title":"Home Recorded Voices","year":2008,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Classical Studies and Legal History","field":"Arts and Humanities","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":"Quarter (Canadian coin); Phenomenon","score_opus":0.09471182663178314,"score_gpt":0.2662055281169649,"score_spread":0.17149370148518178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982240510","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013442648,0.0013092894,0.000016421372,0.0014164041,0.0012102508,0.00072345766,0.0027564196,0.000802522,0.990421],"genre_scores_gemma":[0.0022318293,0.005952477,0.00019369456,0.00009559546,0.0027789883,3.3636755e-7,0.00038036503,0.00043913996,0.98792756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99443203,0.0007492861,0.00035071163,0.0013412143,0.0014595193,0.0016672267],"domain_scores_gemma":[0.99665594,0.00031315346,0.00046331724,0.0009711961,0.0007246206,0.00087175093],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00040938152,0.000818415,0.0011491791,0.003800415,0.0029194893,0.0001785167,0.002178543,0.0006629803,0.017180359],"category_scores_gemma":[0.00011082218,0.0009035815,0.000674165,0.00096017646,0.003679761,0.00039872975,0.0012279486,0.0027416265,0.0016148386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037181983,0.00058913295,0.000079885336,0.00016120644,0.00045932084,0.002206315,0.0072141006,0.0000016036196,0.0000017558323,0.031411283,0.9553278,0.0021757858],"study_design_scores_gemma":[0.0019382363,0.00029411566,0.00008092572,0.00036808994,0.0001671401,0.000010577697,0.035592485,0.000022054379,3.5151652e-7,0.000051493465,0.9604686,0.001005963],"about_ca_topic_score_codex":0.0221562,"about_ca_topic_score_gemma":0.0781105,"teacher_disagreement_score":0.0559543,"about_ca_system_score_codex":0.0014923535,"about_ca_system_score_gemma":0.00089541863,"threshold_uncertainty_score":0.9995591},"labels":[],"label_agreement":null},{"id":"W6994329910","doi":"","title":"Hearing the Past","year":2019,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Brock University; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; University of Ottawa","keywords":"Face (sociological concept); Hacker; Politics; Cultural heritage; Vintage","score_opus":0.10928813405977515,"score_gpt":0.3179512793694243,"score_spread":0.20866314530964913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994329910","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025342824,0.00062864635,0.00015674604,0.002520679,0.0007542452,0.0029904516,0.0048253266,0.0017163575,0.98387325],"genre_scores_gemma":[0.009564613,0.00077946135,0.0006138251,0.0000945812,0.0016311,4.7635965e-7,0.0006902534,0.0019133103,0.98471236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860231,0.003547425,0.00055389554,0.0026136024,0.0037820693,0.0034798735],"domain_scores_gemma":[0.9915424,0.0008677136,0.0009730714,0.0039262716,0.0012421228,0.001448443],"candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0026374685,0.0015290191,0.0016596523,0.012877147,0.0022586111,0.0004374106,0.0077566593,0.0017382398,0.0029438375],"category_scores_gemma":[0.0003867924,0.0015141031,0.0010705286,0.010659771,0.002768457,0.00068233244,0.0047204895,0.0071186847,0.01921907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009282888,0.0007390267,0.0019208638,0.00032590178,0.0010102984,0.0024212343,0.0010967738,0.00009316395,0.00010055262,0.014646113,0.975992,0.0007257857],"study_design_scores_gemma":[0.004260112,0.00024818457,0.0011642822,0.0008489858,0.00036883712,0.000054441378,0.026892152,0.00021035834,0.000005895185,0.00003396999,0.96438414,0.0015286384],"about_ca_topic_score_codex":0.008874574,"about_ca_topic_score_gemma":0.0045887223,"teacher_disagreement_score":0.025795378,"about_ca_system_score_codex":0.0033065358,"about_ca_system_score_gemma":0.0035405636,"threshold_uncertainty_score":0.99994546},"labels":[],"label_agreement":null},{"id":"W6999040669","doi":"","title":"The Blackbird - The Life and Legacy of Delia Murphy","year":2009,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"","field":"","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":"Irish; Wife; Service (business); Performance art","score_opus":0.051925731221587994,"score_gpt":0.2980567420289285,"score_spread":0.2461310108073405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999040669","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01965285,0.005384486,0.00014057285,0.007569682,0.00048924953,0.003992674,0.0049702525,0.0011461843,0.9566541],"genre_scores_gemma":[0.024599375,0.0072171995,0.0005362591,0.00010703264,0.00071965036,3.741276e-7,0.00022649336,0.0008363108,0.9657573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.988802,0.0034289893,0.0006642083,0.0016586568,0.002966414,0.0024797327],"domain_scores_gemma":[0.9914988,0.0014540203,0.001278918,0.0027788938,0.0015200034,0.0014693193],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.003218621,0.0011788083,0.0014053738,0.0059043607,0.003158037,0.00046773598,0.005942153,0.0011596491,0.0006791552],"category_scores_gemma":[0.0011564494,0.00094872416,0.0007206065,0.007170339,0.006192471,0.00070357625,0.0026927069,0.004446897,0.0006429178],"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":[0.0027547206,0.00095217547,0.00074302085,0.0002726665,0.0018859118,0.001214208,0.0021819954,0.000045838035,0.0001417492,0.052771438,0.93032193,0.0067143594],"study_design_scores_gemma":[0.0036522052,0.000383423,0.0021516895,0.00048560734,0.0005814925,0.00003228562,0.03767527,0.00020831241,0.000011027199,0.00019601255,0.95367706,0.0009456208],"about_ca_topic_score_codex":0.0052472637,"about_ca_topic_score_gemma":0.009347114,"teacher_disagreement_score":0.052575428,"about_ca_system_score_codex":0.00089951634,"about_ca_system_score_gemma":0.0029452986,"threshold_uncertainty_score":0.9994362},"labels":[],"label_agreement":null},{"id":"W7003599546","doi":"","title":"At Cupid's Cove","year":2010,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Eurasian Exchange Networks","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":"Cove; Settlement (finance); Period (music); Work (physics); Assemblage (archaeology); Radiocarbon dating","score_opus":0.07988807024337073,"score_gpt":0.3550884614972813,"score_spread":0.27520039125391055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7003599546","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017504296,0.00041460787,0.00013084727,0.0031597847,0.0011641028,0.0015433915,0.0017520853,0.0011280435,0.9889567],"genre_scores_gemma":[0.0033858542,0.0044974317,0.0010295301,0.00010921924,0.0031499185,3.6518858e-7,0.00051071186,0.0006044207,0.9867126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98899144,0.0029458439,0.00035254902,0.0017913159,0.0028987124,0.0030201327],"domain_scores_gemma":[0.99390876,0.0006765635,0.0006515554,0.0016258913,0.0009603684,0.00217685],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022841112,0.0008723332,0.0010986853,0.005303833,0.0036703078,0.00024622655,0.004491149,0.0029469016,0.018781237],"category_scores_gemma":[0.0006497481,0.00113082,0.0006354659,0.0045269,0.004065514,0.0005164936,0.0024391697,0.005377192,0.0019903982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005155675,0.0005797807,0.0016826303,0.00012987574,0.00038872656,0.00391164,0.0071686865,0.0000049402847,0.000029676465,0.021913636,0.9589549,0.0047199493],"study_design_scores_gemma":[0.0019111155,0.000115279196,0.00022081524,0.00036651798,0.00018207284,0.000011164782,0.029139187,0.000020163381,0.000004981386,0.0000966121,0.9668692,0.0010629104],"about_ca_topic_score_codex":0.023027493,"about_ca_topic_score_gemma":0.262451,"teacher_disagreement_score":0.2394235,"about_ca_system_score_codex":0.003441278,"about_ca_system_score_gemma":0.0030179243,"threshold_uncertainty_score":0.9991142},"labels":[],"label_agreement":null},{"id":"W7005515732","doi":"","title":"A Quantile Analysis of Energy efficiency, green energy investment, and energy innovation in most industrialized Nations","year":2021,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Biological and pharmacological studies of plants","field":"Medicine","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":"Renewable energy; Energy consumption; Quantile regression; Energy (signal processing); Panel data; Developed country; Efficient energy use; Fossil fuel; Energy intensity","score_opus":0.1249284253565426,"score_gpt":0.34227999904591194,"score_spread":0.21735157368936936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005515732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97108275,0.000415097,0.0007731424,0.003284503,0.000066180415,0.00014750818,0.00086761004,0.00006542868,0.02329781],"genre_scores_gemma":[0.9683733,0.0026082026,0.00034398944,0.00056313426,0.0000679441,4.0030574e-7,0.0010068789,0.000011419527,0.027024731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967889,0.00081660476,0.000442044,0.0006781442,0.0006430895,0.000631215],"domain_scores_gemma":[0.99727315,0.0005989029,0.00024969,0.00028814533,0.001225082,0.00036502662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000594956,0.00025390656,0.0008113265,0.004318624,0.00048398876,0.000024475938,0.0003760561,0.00039904696,0.00030396448],"category_scores_gemma":[0.00056994177,0.0002486894,0.00018745946,0.018033981,0.0006381844,0.00017542441,0.0007543609,0.000586513,0.0000011813572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009482083,0.009643948,0.15593222,0.00023191805,0.006960704,0.008558301,0.0016535319,0.00057837664,0.019954657,0.7589575,0.00416339,0.023883339],"study_design_scores_gemma":[0.02616809,0.0022018235,0.17976509,0.00043871196,0.0034707675,0.00006459714,0.02606232,0.014309917,0.0030075426,0.0013049995,0.7417715,0.0014346447],"about_ca_topic_score_codex":0.01217553,"about_ca_topic_score_gemma":0.011103419,"teacher_disagreement_score":0.7576525,"about_ca_system_score_codex":0.00040479354,"about_ca_system_score_gemma":0.0006945357,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W7005621511","doi":"","title":"‘Risk & Birth: Social or Medical Model’ panel discussion paper presented at 4th Conference of the Canadian Society of Sociology of Health, Montreal, Canada, May 2014.","year":2014,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Biological and pharmacological studies of plants","field":"Medicine","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":"Panel discussion; Perspective (graphical); Event (particle physics); Childbirth; Medical sociology; Happening","score_opus":0.15118915732292418,"score_gpt":0.3376043284573324,"score_spread":0.18641517113440823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005621511","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3893115,0.0024189344,0.0005373634,0.21404687,0.0011411839,0.0085396245,0.090256095,0.00036014084,0.2933883],"genre_scores_gemma":[0.2953925,0.005602831,0.00030235725,0.00048626456,0.00019929631,4.0449504e-7,0.00057757174,0.00008132673,0.6973574],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99407923,0.0018840518,0.0005621799,0.00071515486,0.0016239345,0.0011354663],"domain_scores_gemma":[0.99619585,0.00044448138,0.0010505673,0.000520433,0.00073823176,0.001050436],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012303978,0.00045960755,0.0016263231,0.00046646243,0.001103306,0.0000056043773,0.0014566219,0.0013127855,0.0042471187],"category_scores_gemma":[0.00043562517,0.00027263444,0.00055232283,0.00073140877,0.004050801,0.000044805543,0.0014232617,0.0021469987,0.000008565443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023031484,0.00066955294,0.020255921,0.0009840142,0.0011326293,0.000117314135,0.0016967237,0.000029540528,0.00008155106,0.00048554427,0.97040784,0.0018361891],"study_design_scores_gemma":[0.0056899907,0.000582308,0.047842283,0.00082955766,0.00041013784,0.00001338286,0.008139225,0.00077418715,0.00001305044,0.00008251971,0.9351041,0.00051927153],"about_ca_topic_score_codex":0.9392044,"about_ca_topic_score_gemma":0.9909713,"teacher_disagreement_score":0.40396914,"about_ca_system_score_codex":0.0014886005,"about_ca_system_score_gemma":0.010917234,"threshold_uncertainty_score":0.9999837},"labels":[],"label_agreement":null},{"id":"W7015079968","doi":"","title":"Sable Island - A Dune Adrift","year":2009,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"","field":"","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":"Shore; Sand dune stabilization; Dingo; Herd; Fence (mathematics)","score_opus":0.05431105678570179,"score_gpt":0.3045593755732033,"score_spread":0.2502483187875015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015079968","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018421531,0.0006829789,0.00034309403,0.0009753628,0.00042534765,0.0022477664,0.0122847855,0.0022339078,0.9789646],"genre_scores_gemma":[0.0029357325,0.0014200707,0.0028847393,0.00008666313,0.0014785391,3.9922156e-7,0.0021250024,0.0017847391,0.9872841],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98461765,0.0029811056,0.00070791226,0.0032516955,0.0039555756,0.004486087],"domain_scores_gemma":[0.9909959,0.00045724306,0.0011268209,0.0032089537,0.001542076,0.0026690422],"candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0021041788,0.0019701214,0.0023486882,0.021433119,0.0019499976,0.0004050575,0.0059410576,0.0022702622,0.021279832],"category_scores_gemma":[0.00041957464,0.0024663294,0.0011481121,0.013048193,0.002287175,0.0010169436,0.002444689,0.006350501,0.007632353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014307841,0.0018571177,0.00095104374,0.00023362134,0.0010157011,0.0073004533,0.00081874814,0.00004918156,0.00011479471,0.011539907,0.9729917,0.001696944],"study_design_scores_gemma":[0.0076912995,0.0005264954,0.00064044376,0.0012114452,0.0006378254,0.000074897645,0.0118125025,0.00024651847,0.000016809216,0.00021271053,0.97456264,0.0023663999],"about_ca_topic_score_codex":0.010828772,"about_ca_topic_score_gemma":0.020667436,"teacher_disagreement_score":0.01364748,"about_ca_system_score_codex":0.0028173118,"about_ca_system_score_gemma":0.0035494477,"threshold_uncertainty_score":0.9994373},"labels":[],"label_agreement":null},{"id":"W7015689944","doi":"","title":"Synchronous genetic turnovers across Western Eurasia in Late Pleistocene collared lemmings","year":2016,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","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":"Vetenskapsrådet; European Social Fund; Far East Branch, Russian Academy of Sciences; University of Oxford; Polarforskningssekretariatet","keywords":"Range (aeronautics); Pleistocene; Phylogeography; Extinction (optical mineralogy); Population; Ancient DNA; Climate change; Mitochondrial DNA","score_opus":0.04002805492077357,"score_gpt":0.2990721424690593,"score_spread":0.25904408754828573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015689944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99237,0.00003466804,0.00016620752,0.001686529,0.00010818354,0.0005573378,0.0003450209,0.000120444325,0.004611608],"genre_scores_gemma":[0.9414169,0.00032690185,0.00045977728,0.000055118213,0.00004969291,4.4765554e-7,0.000014863595,0.00003596614,0.05764033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99536055,0.00060284155,0.0003270487,0.0010917998,0.00084140064,0.0017763784],"domain_scores_gemma":[0.9982063,0.000317006,0.00020333563,0.0005525195,0.00015545572,0.0005653926],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007819294,0.00042341658,0.0005389387,0.0006313818,0.001315327,0.00005462093,0.0014927512,0.000385827,0.0010838114],"category_scores_gemma":[0.00016744682,0.00040765153,0.00019871099,0.0021127812,0.002061349,0.00077686773,0.0021361818,0.0008620018,0.0007217314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014905697,0.0007263527,0.9778668,0.000024453386,0.00007981975,0.0046298224,0.003958431,0.00025903285,0.0025108748,0.00011150245,0.0011187635,0.0072235772],"study_design_scores_gemma":[0.004376383,0.00052645383,0.94515663,0.00010623813,0.00005714788,0.000027224201,0.011569508,0.00007097872,0.0000932664,0.000045487075,0.037373427,0.00059725303],"about_ca_topic_score_codex":0.0035776598,"about_ca_topic_score_gemma":0.038930994,"teacher_disagreement_score":0.05302872,"about_ca_system_score_codex":0.00325266,"about_ca_system_score_gemma":0.00027743145,"threshold_uncertainty_score":0.9999848},"labels":[],"label_agreement":null},{"id":"W7020950229","doi":"","title":"A new monotypic family for the enigmatic crustose red alga Plagiospora gracilis.","year":2016,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University Belfast; Natural Sciences and Engineering Research Council of Canada; Queen's University; University of Cambridge","keywords":"Gametophyte; Crustose; Sporophyte; Sexual reproduction; Clade; Phylogenetic tree","score_opus":0.06361465319167955,"score_gpt":0.2535029897170636,"score_spread":0.18988833652538403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020950229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82934344,0.00089549,0.027984308,0.029770574,0.001144281,0.004110718,0.0071705086,0.00065252336,0.09892817],"genre_scores_gemma":[0.6986464,0.0012264826,0.0024443008,0.00022062255,0.0004405296,2.0424676e-7,0.00038527584,0.00002148267,0.29661465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627644,0.00056228414,0.00029829226,0.00080642296,0.000720695,0.0013358562],"domain_scores_gemma":[0.9958691,0.0019760318,0.00020359155,0.000718367,0.0004567915,0.0007761372],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001087588,0.0003791378,0.0004633965,0.0009900114,0.0014412603,0.00010517586,0.0019846593,0.0003167457,0.0015535447],"category_scores_gemma":[0.00037041877,0.0002651816,0.0003246479,0.0015032665,0.00056403637,0.0006648198,0.00033616397,0.0007147515,0.00026561314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010947857,0.00033757318,0.050954707,0.00014434251,0.0007216424,0.0015432537,0.0017423718,0.0003957134,0.0008903703,0.01021977,0.07784149,0.84426093],"study_design_scores_gemma":[0.005370443,0.00078445935,0.06780935,0.00012276709,0.00018787911,0.000047715,0.016867364,0.0020246739,0.00004610324,0.0014069831,0.9046078,0.00072445767],"about_ca_topic_score_codex":0.020094596,"about_ca_topic_score_gemma":0.0282515,"teacher_disagreement_score":0.84353644,"about_ca_system_score_codex":0.000117062606,"about_ca_system_score_gemma":0.0010843468,"threshold_uncertainty_score":0.99998003},"labels":[],"label_agreement":null},{"id":"W7045134866","doi":"","title":"Accreditation of Higher Education in the UK: The rise of PSRBs & potential influences","year":2019,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"","field":"","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":"Times Higher Education","keywords":"Accreditation; Higher education; Collation; Agency (philosophy); Statutory law; Set (abstract data type); Quarter (Canadian coin); Data collection","score_opus":0.06125882938679637,"score_gpt":0.34981769654589306,"score_spread":0.2885588671590967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045134866","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22581628,0.0015372067,0.000062200175,0.0024556892,0.0010468566,0.004427308,0.005212847,0.0002130443,0.7592286],"genre_scores_gemma":[0.16209196,0.0006052791,0.00049239805,0.00003168441,0.00045927858,6.555584e-7,0.0005163612,0.00027282955,0.83552957],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99047714,0.0038494295,0.0006395412,0.0010236123,0.0028677988,0.0011424614],"domain_scores_gemma":[0.9938306,0.00074927084,0.0015655702,0.00205546,0.001513928,0.00028517868],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026258058,0.00067989365,0.0010060446,0.008420454,0.0004839093,0.00009844832,0.0051640836,0.0008922024,0.0025511757],"category_scores_gemma":[0.00034055905,0.0005680825,0.00053703715,0.0076876776,0.0023357368,0.000438085,0.0010367894,0.002558959,0.00051682914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034195418,0.003718952,0.018864103,0.0010276379,0.0010720425,0.00027661613,0.008422859,0.0007895408,0.0014114692,0.032464895,0.92597616,0.0025561922],"study_design_scores_gemma":[0.0030558968,0.00023544925,0.033114985,0.0009462286,0.00047470015,0.000012434524,0.04902695,0.000048926773,0.000016925755,0.00016515794,0.91226244,0.0006398932],"about_ca_topic_score_codex":0.015996773,"about_ca_topic_score_gemma":0.008851256,"teacher_disagreement_score":0.076300986,"about_ca_system_score_codex":0.0007448119,"about_ca_system_score_gemma":0.005252849,"threshold_uncertainty_score":0.99974215},"labels":[],"label_agreement":null},{"id":"W7045192027","doi":"","title":"Action semantic deficits are associated with impaired motor skills in autistic adults without intellectual impairment","year":2019,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"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":"Deutsche Forschungsgemeinschaft","keywords":"Neurotypical; Alexithymia; Autism; Hypoactivity; Autism spectrum disorder; Semantic memory; Action (physics); Neural substrate","score_opus":0.0457299446147782,"score_gpt":0.2933893554169018,"score_spread":0.24765941080212361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045192027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911063,0.000024951561,0.00021317531,0.0016318373,0.00013997882,0.0024305652,0.00047131837,0.00036617904,0.0036157346],"genre_scores_gemma":[0.95855784,0.00023828998,0.0001150156,0.000058475536,0.000044445125,0.0000011315545,0.000078156605,0.00009879339,0.040807843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9901241,0.002500343,0.00045294646,0.0019089011,0.0024743443,0.0025393667],"domain_scores_gemma":[0.9958649,0.0015269655,0.00042571232,0.001031809,0.00037727796,0.0007733313],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012363046,0.00067207054,0.00090643007,0.0046172263,0.0010646406,0.00020450566,0.0020918516,0.00047132792,0.0006845769],"category_scores_gemma":[0.0020132742,0.00072798814,0.00026835065,0.006946508,0.0009000866,0.0011219424,0.0012301721,0.0028931496,0.00060189393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05336489,0.02859989,0.79504067,0.001583738,0.0009138534,0.0271793,0.044429377,0.0042367713,0.020670488,0.016115703,0.0019127734,0.005952524],"study_design_scores_gemma":[0.046599273,0.008918794,0.7450765,0.0044760876,0.0002863621,0.00028859542,0.12931117,0.050650477,0.0031740868,0.00058291276,0.0065553053,0.004080449],"about_ca_topic_score_codex":0.0016003757,"about_ca_topic_score_gemma":0.008775033,"teacher_disagreement_score":0.08488179,"about_ca_system_score_codex":0.003853961,"about_ca_system_score_gemma":0.0015852903,"threshold_uncertainty_score":0.9999701},"labels":[],"label_agreement":null},{"id":"W7045827209","doi":"","title":"[Book Review] Sport as social policy: Midnight football and the governing of society: by David Ekholm and Magnus Dahlstedt, Abingdon, Routledge, 2023","year":2023,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Football; Midnight; Athletes; Ridiculous","score_opus":0.01957627931406071,"score_gpt":0.29165971789230116,"score_spread":0.27208343857824047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045827209","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56637216,0.015222533,0.00019060449,0.11785005,0.00019499233,0.005351908,0.0045948573,0.00036371357,0.2898592],"genre_scores_gemma":[0.0781236,0.02604786,0.00014893289,0.0009893415,0.0006175582,0.0000029115893,0.00084429287,0.0000855025,0.89314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957294,0.0005956963,0.00040130346,0.00079425174,0.0013525072,0.0011268333],"domain_scores_gemma":[0.99746406,0.00044464256,0.00032370238,0.0005395116,0.0007056618,0.0005224254],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019467175,0.00039025332,0.0007346638,0.00081133517,0.0015862733,0.00011955867,0.0011444847,0.00017367041,0.006390251],"category_scores_gemma":[0.00013277635,0.00037659283,0.00035908632,0.0032007506,0.0018077453,0.00021551953,0.002228239,0.0012727286,0.0000735497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011304605,0.00043827845,0.0069432613,0.0009343379,0.00062900997,0.00022171745,0.004275871,0.0000039820497,0.0005528046,0.0147337625,0.94761175,0.02252474],"study_design_scores_gemma":[0.0059231045,0.00016880722,0.005470825,0.0003569939,0.0001876241,0.0000051101465,0.027718706,0.0006025499,0.00003911254,0.00009147784,0.95902413,0.00041155363],"about_ca_topic_score_codex":0.011406698,"about_ca_topic_score_gemma":0.00021172178,"teacher_disagreement_score":0.6032808,"about_ca_system_score_codex":0.00016001433,"about_ca_system_score_gemma":0.0010781127,"threshold_uncertainty_score":0.9998686},"labels":[],"label_agreement":null},{"id":"W7046043942","doi":"","title":"Book review: Sport as social policy: Midnight Football and the governing of society by David Ekholm and Magnus Dahlstedt, Abingdon, Routledge, 2023, 232 pp., ISBN 9781032124773","year":2023,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Football; Midnight; Ridiculous; Athletes","score_opus":0.017717154385640074,"score_gpt":0.28439710862661677,"score_spread":0.2666799542409767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046043942","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4797203,0.046424076,0.0002622519,0.1538968,0.00028704916,0.0074840873,0.006926215,0.00050955714,0.30448967],"genre_scores_gemma":[0.045800965,0.06825671,0.00019951406,0.0012523506,0.0007635304,0.000003722634,0.0010852254,0.0001070002,0.882531],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516577,0.0006828554,0.0004661957,0.00091179984,0.001506797,0.0012665598],"domain_scores_gemma":[0.9971257,0.00047081738,0.00038085226,0.0006301391,0.00078858586,0.0006039427],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020739606,0.00045711125,0.00083149405,0.0007137327,0.0017450923,0.00014153308,0.001304986,0.00020600265,0.0064105997],"category_scores_gemma":[0.00014783013,0.0004430079,0.00042815073,0.0032937105,0.001951741,0.00026540228,0.0024695846,0.0014754311,0.00008028492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008493827,0.00036646167,0.0040657567,0.00066884555,0.00045190015,0.00015494098,0.0028040707,0.0000031985194,0.00038530456,0.008237951,0.96853274,0.013479461],"study_design_scores_gemma":[0.005917267,0.00017942759,0.0037029826,0.00035478588,0.00019836937,0.000005650284,0.023689352,0.0006668319,0.000041622246,0.00007612951,0.9647251,0.00044248722],"about_ca_topic_score_codex":0.012448981,"about_ca_topic_score_gemma":0.00019419196,"teacher_disagreement_score":0.5780413,"about_ca_system_score_codex":0.00019252267,"about_ca_system_score_gemma":0.0012002824,"threshold_uncertainty_score":0.9998022},"labels":[],"label_agreement":null},{"id":"W7055045495","doi":"","title":"Book Review: Whipped: Party Discipline in Canada","year":2021,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Discipline; Government (linguistics); Columbia university; Work (physics)","score_opus":0.024851941816010734,"score_gpt":0.27621801838679966,"score_spread":0.2513660765707889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055045495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24792844,0.025219034,0.00052759016,0.10683084,0.00062515866,0.0040118336,0.0040725707,0.0002135728,0.61057097],"genre_scores_gemma":[0.10278836,0.012380597,0.00047250235,0.0017923691,0.00036532854,0.0000018011887,0.0011946763,0.00007244522,0.8809319],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994109,0.0012000434,0.00045079977,0.0010270543,0.0016344112,0.0015787054],"domain_scores_gemma":[0.9963049,0.0004236469,0.0001768402,0.0010056137,0.001184499,0.0009044854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008620734,0.00039753361,0.00067367055,0.00096087507,0.00070957857,0.00007986686,0.0014114174,0.000104265884,0.12383385],"category_scores_gemma":[0.00014398794,0.00047183209,0.00024104395,0.0039862543,0.00028673105,0.00024298152,0.0018134271,0.0018112338,0.000101504316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000416092,0.0013930617,0.0510213,0.0005697266,0.00023740239,0.0065603526,0.00046553064,0.00009497273,0.0003076625,0.0039531607,0.90724087,0.027739894],"study_design_scores_gemma":[0.0025903115,0.000061830266,0.0114675,0.0006351109,0.000060173898,0.000005539936,0.021713063,0.00059569645,0.00011083271,0.000028271137,0.96223724,0.00049442047],"about_ca_topic_score_codex":0.618185,"about_ca_topic_score_gemma":0.79913527,"teacher_disagreement_score":0.27036095,"about_ca_system_score_codex":0.00095420465,"about_ca_system_score_gemma":0.011791621,"threshold_uncertainty_score":0.9997733},"labels":[],"label_agreement":null},{"id":"W7057097137","doi":"","title":"Human-in-the-Circular-Loop: A consumer attributions-based approach for investigating the effect of enterprise greenwashing on wishcycling.","year":2024,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; Bournemouth University","keywords":"Greenwashing; Circular economy; Context (archaeology); Perception; Corporate social responsibility; Core (optical fiber); Work (physics); Competitive advantage","score_opus":0.05104358673393709,"score_gpt":0.3231502098401127,"score_spread":0.2721066231061756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057097137","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04043181,0.000430264,0.0030914457,0.0031698248,0.00021563446,0.00940023,0.0050592786,0.00023543491,0.93796605],"genre_scores_gemma":[0.2142118,0.000029811223,0.0008009075,0.000060845676,0.0005309025,0.000014868111,0.0012978555,0.00033616202,0.7827168],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936949,0.0021680521,0.0004261918,0.0010502535,0.0015215706,0.0011390316],"domain_scores_gemma":[0.99633723,0.0014131551,0.00040805337,0.0011904737,0.000341286,0.00030981246],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031291272,0.00060020573,0.0007890888,0.002815278,0.0008333745,0.00019124817,0.0025630046,0.00034281175,0.0035423797],"category_scores_gemma":[0.00023056996,0.000485001,0.00065711385,0.0025718838,0.0011641729,0.000056223464,0.0007024189,0.0027099089,0.000052442716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023573632,0.0040827715,0.035515185,0.007467952,0.0031000404,0.00095549604,0.003993305,0.0012750918,0.0008214205,0.04465945,0.86825067,0.027521249],"study_design_scores_gemma":[0.013363926,0.0018845003,0.0007165173,0.0031706006,0.0010917404,0.0000052274663,0.031984,0.008201348,0.00014394174,0.00016622394,0.9378667,0.0014052615],"about_ca_topic_score_codex":0.0068111676,"about_ca_topic_score_gemma":0.0007308775,"teacher_disagreement_score":0.17378,"about_ca_system_score_codex":0.00020809159,"about_ca_system_score_gemma":0.0007331622,"threshold_uncertainty_score":0.9998026},"labels":[],"label_agreement":null},{"id":"W7070252483","doi":"","title":"The Ottawa Charter Twenty Years On: an International Nursing Student Exchange Program Perspective
\\n
\\n
\\n
\\n","year":2007,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Charter; MEDLINE; Study abroad; Nurse education; Government (linguistics); Licensure; Field (mathematics)","score_opus":0.026613234420921825,"score_gpt":0.35864567781546997,"score_spread":0.3320324433945481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070252483","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06935576,0.00048263988,0.0005017107,0.0020521167,0.0015652417,0.0027848305,0.0014888518,0.00055388577,0.92121494],"genre_scores_gemma":[0.024080077,0.0028151635,0.0012246508,0.00020245569,0.0026078068,0.0000026652012,0.0019377881,0.0005130871,0.96661633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925051,0.0012066603,0.0005268636,0.0016043747,0.0022436369,0.0019133957],"domain_scores_gemma":[0.99510306,0.00015471311,0.00073790614,0.0019233684,0.0011049787,0.0009759447],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019128403,0.00095949,0.0007083073,0.002912346,0.0013133205,0.00043685,0.0042985957,0.0012565106,0.0008339656],"category_scores_gemma":[0.00032877713,0.0009879238,0.0005643765,0.0014803588,0.0016061625,0.000097451906,0.0014670966,0.0029480879,0.0002635067],"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":[0.008433312,0.013807653,0.022429945,0.000589501,0.006330747,0.004229218,0.018957876,0.00070373004,0.00031526203,0.017279666,0.72949505,0.17742805],"study_design_scores_gemma":[0.0033796763,0.0015105277,0.008504079,0.00041860802,0.00016449128,0.00004321574,0.02826585,0.00049220567,0.000026997155,0.000045498273,0.95606774,0.0010810975],"about_ca_topic_score_codex":0.0016402997,"about_ca_topic_score_gemma":0.009068462,"teacher_disagreement_score":0.22657272,"about_ca_system_score_codex":0.001406708,"about_ca_system_score_gemma":0.00086108304,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W7072236893","doi":"","title":"Whipped: Party Discipline in Canada.","year":2021,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Confidentiality; Subject (documents); Action (physics); Third party","score_opus":0.05147931392950792,"score_gpt":0.28607311768834576,"score_spread":0.23459380375883784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072236893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6924663,0.00033684223,0.000054063763,0.019708999,0.0006242145,0.0005136188,0.0011246382,0.00012531302,0.285046],"genre_scores_gemma":[0.6162126,0.002422122,0.0002779085,0.00014908655,0.00031198465,1.6287427e-7,0.00015989479,0.000031662938,0.38043457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99433565,0.0016179482,0.00026294775,0.000770926,0.0014836602,0.00152885],"domain_scores_gemma":[0.9968031,0.00035189217,0.00012610157,0.00056185684,0.00093730114,0.0012197541],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117414,0.00022159601,0.00042832192,0.004109792,0.0033211005,0.00030129848,0.0012864636,0.00024510076,0.001995214],"category_scores_gemma":[0.0005912678,0.00034833985,0.00017642124,0.0059848684,0.0011801457,0.0007519653,0.00062256353,0.0014362949,0.00009316525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0019693964,0.0032669147,0.1459911,0.00040251136,0.00057867204,0.10030273,0.090027384,0.0011466134,0.0003725209,0.38421354,0.24699451,0.024734106],"study_design_scores_gemma":[0.0012103482,0.0000208325,0.014572976,0.00007234493,0.00002843485,0.0000058127275,0.17781262,0.00006472292,0.0000052633295,0.00014037601,0.8057298,0.0003364715],"about_ca_topic_score_codex":0.9960048,"about_ca_topic_score_gemma":0.9999687,"teacher_disagreement_score":0.5587353,"about_ca_system_score_codex":0.017151974,"about_ca_system_score_gemma":0.05925643,"threshold_uncertainty_score":0.9998969},"labels":[],"label_agreement":null},{"id":"W7073933251","doi":"","title":"Nepal Family Cohort study: a study protocol","year":2024,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","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":"Epidemiology; Cohort; Cohort study; Public health; Incidence (geometry); Quality of life (healthcare); Disease; Mental health","score_opus":0.09017091737808677,"score_gpt":0.38910910740503135,"score_spread":0.29893819002694455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073933251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86462486,0.000047005255,0.00029724874,0.00084402575,0.00020350156,0.08913446,0.00031796232,0.0009840508,0.043546855],"genre_scores_gemma":[0.9414197,0.00003321408,0.0007284286,0.00005483307,0.00044197883,0.0001391982,0.00011703966,0.00009720767,0.056968365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929979,0.0012361779,0.00043307722,0.00157634,0.0023233495,0.0014331978],"domain_scores_gemma":[0.9956729,0.00065198255,0.00011447397,0.0011827158,0.00105366,0.0013242592],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021032232,0.00057185366,0.0008616945,0.0032537896,0.0011431585,0.0002962885,0.001199123,0.0003309915,0.000296684],"category_scores_gemma":[0.00057875697,0.000587267,0.00039197985,0.004895838,0.0005353885,0.0006923668,0.0014698895,0.0027528224,0.00037526782],"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":[0.013471987,0.016843084,0.84639585,0.0005662476,0.0024341731,0.08693265,0.007505741,0.00008417314,0.0001740721,0.0023695081,0.012594915,0.010627614],"study_design_scores_gemma":[0.018504389,0.009791138,0.6015505,0.00075907394,0.0012874928,0.00015462354,0.17268945,0.0024792943,0.000017558623,0.000049959006,0.19167855,0.001037959],"about_ca_topic_score_codex":0.0043437122,"about_ca_topic_score_gemma":0.0011258369,"teacher_disagreement_score":0.24484533,"about_ca_system_score_codex":0.0013979727,"about_ca_system_score_gemma":0.0022042205,"threshold_uncertainty_score":0.99965787},"labels":[],"label_agreement":null},{"id":"W7074161940","doi":"","title":"\"If they had a place to live, they would be taking medication\": a qualitative study identifying strategies for engaging street-connected young people in the HIV prevention-care continuum in Kenya","year":2023,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Focus group; Qualitative research; Psychological intervention; Public health; Health care; Human immunodeficiency virus (HIV); Perception; Qualitative property; Continuum of care","score_opus":0.07348226523919325,"score_gpt":0.3773696738154053,"score_spread":0.30388740857621205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074161940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986452,0.0000072234093,0.005140171,0.0018931747,0.00006373428,0.0018273355,0.0006513079,0.00008749979,0.003877576],"genre_scores_gemma":[0.9968201,0.0000042475294,0.0003753654,0.000019839003,0.00014792189,0.000007632737,0.0005059989,0.000028772627,0.0020901046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99519205,0.0020069627,0.0003484354,0.00071121915,0.00087451696,0.000866791],"domain_scores_gemma":[0.9966439,0.0018371562,0.00023058528,0.0003946609,0.0006724999,0.00022120036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019981582,0.00030866812,0.00042488673,0.0013875589,0.0010418914,0.00023732267,0.0013047596,0.00011993413,0.00007536371],"category_scores_gemma":[0.00018799356,0.00030932412,0.00020586042,0.0026192993,0.00016956292,0.000680895,0.0005729882,0.001367652,0.000030132902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007005322,0.0012659802,0.04014514,0.00008165501,0.00023409352,0.000095273535,0.8102337,0.0043853605,0.000043656917,0.14159942,0.00040779918,0.0008073555],"study_design_scores_gemma":[0.0031124358,0.00022033103,0.040485494,0.00018156433,0.00006761976,3.7892198e-7,0.9396232,0.0020734123,0.0000041054077,0.013583152,0.0003330462,0.00031528753],"about_ca_topic_score_codex":0.0050753807,"about_ca_topic_score_gemma":0.027736306,"teacher_disagreement_score":0.12938944,"about_ca_system_score_codex":0.00035954255,"about_ca_system_score_gemma":0.0007647835,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W7075282480","doi":"","title":"Copyright and open norms in seven jurisdictions: Benefits, challenges & policy recommendations","year":2024,"lang":"en","type":"book","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Water Quality and Resources Studies","field":"Environmental Science","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":"Arcadia Fund","keywords":"Doctrine; Order (exchange); Open government; Norm (philosophy); Developing country; Interpretation (philosophy); Open data; Civil society; Best practice; Sri lanka","score_opus":0.19975234968874148,"score_gpt":0.33756621880558463,"score_spread":0.13781386911684315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075282480","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013088927,0.0026345798,0.000021775793,0.03391148,0.000264615,0.0018281544,0.003276571,0.00024506816,0.94472885],"genre_scores_gemma":[0.0027963961,0.033583906,0.0008367227,0.00009479716,0.0003166288,0.0000011303484,0.0006147285,0.000087408036,0.96166825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99465156,0.0008984952,0.00046717032,0.001630626,0.001059217,0.001292937],"domain_scores_gemma":[0.99755955,0.00044644307,0.00025221583,0.0008728613,0.00015719174,0.0007117505],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016278427,0.00067322067,0.00091756345,0.0030256067,0.0017091441,0.0003183749,0.0026769484,0.00078923337,0.001004454],"category_scores_gemma":[0.00012905817,0.0007115423,0.00025072697,0.0020546797,0.0016728073,0.0009891717,0.009001294,0.0029692182,0.00097626756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002338235,0.0038093503,0.0051058875,0.002193145,0.0025660298,0.0047668684,0.14987941,0.001295193,0.000034334073,0.20171954,0.5640492,0.06224282],"study_design_scores_gemma":[0.0014805454,0.00016280088,0.0027018106,0.0008154777,0.00014407739,0.000030858282,0.01709432,0.000060397353,0.0000013766622,0.0041398155,0.9725948,0.00077372015],"about_ca_topic_score_codex":0.009395641,"about_ca_topic_score_gemma":0.06362455,"teacher_disagreement_score":0.4085456,"about_ca_system_score_codex":0.0043399623,"about_ca_system_score_gemma":0.0009749482,"threshold_uncertainty_score":0.99990875},"labels":[],"label_agreement":null},{"id":"W7075732736","doi":"","title":"Factors influencing fatigue in UK nurses working in respiratory clinical areas during the second wave of the Covid-19 pandemic: An online survey","year":2024,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"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":"Anxiety; Mental health; Checklist; Depression (economics); Quarter (Canadian coin); Pandemic; Coronavirus disease 2019 (COVID-19); Scale (ratio)","score_opus":0.41482061217862815,"score_gpt":0.39441283108447495,"score_spread":0.0204077810941532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075732736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960231,0.00011955646,0.00027601823,0.0011352105,0.00027936063,0.00045603843,0.00018063371,0.00012304612,0.0014069977],"genre_scores_gemma":[0.9911632,0.00006485988,0.00012607191,0.0001108927,0.000088031724,1.8816553e-7,0.00003428137,0.000011565197,0.008400924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925146,0.0038583227,0.00062488386,0.0011063874,0.00087394286,0.0010218663],"domain_scores_gemma":[0.99510115,0.0024806457,0.00027921106,0.0012515779,0.0003499574,0.0005374714],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051752822,0.00036444655,0.0005408829,0.0014824248,0.00080968864,0.00017635516,0.0036485372,0.00041055368,0.000081584236],"category_scores_gemma":[0.0020864825,0.00029143965,0.0002762659,0.0056327647,0.0009706926,0.0007251702,0.0021484017,0.0029682415,0.000002537621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016769554,0.0002736429,0.98785454,0.00011846618,0.00005919033,0.00079382065,0.0072878883,0.0012307585,0.00019268326,0.0011977785,0.0001054945,0.0007180557],"study_design_scores_gemma":[0.0016218121,0.00010612091,0.9309969,0.00038752885,0.00001856961,0.000021552476,0.035429843,0.0045083696,0.00008074404,0.00033454495,0.026071712,0.00042233148],"about_ca_topic_score_codex":0.0030176446,"about_ca_topic_score_gemma":0.063454516,"teacher_disagreement_score":0.06043687,"about_ca_system_score_codex":0.0012138268,"about_ca_system_score_gemma":0.0023767578,"threshold_uncertainty_score":0.99995375},"labels":[],"label_agreement":null},{"id":"W831691896","doi":"","title":"The value of focusing : a psychological self-help strategy when living with chronic low back pain : a mixed methods study","year":2009,"lang":"en","type":"dissertation","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"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":"Distress; Quality of life (healthcare); Population; Medicine; Psychology; Qualitative research; Face-to-face; Physical therapy; Clinical psychology; Nursing","score_opus":0.03830465532793017,"score_gpt":0.3802088373420058,"score_spread":0.34190418201407563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W831691896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791376,0.00045602457,0.00094730634,0.00083068747,0.00020056182,0.004082842,0.000064023305,0.00020509628,0.014075833],"genre_scores_gemma":[0.9101219,0.0007808045,0.014329457,0.000030474665,0.0004266108,0.0000018075765,0.00045085783,0.00013317648,0.07372492],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98537064,0.009145757,0.00072907115,0.0014210298,0.0019327844,0.0014006937],"domain_scores_gemma":[0.99196047,0.0029995972,0.00076041115,0.0013442733,0.0021768254,0.00075842754],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008095917,0.000782137,0.0013571861,0.0022586554,0.0015596441,0.00014223692,0.0014212473,0.00087271596,0.00018037429],"category_scores_gemma":[0.001276065,0.00062556774,0.00067818724,0.00296048,0.0007134703,0.00036342416,0.00030229928,0.0033266007,0.00002263265],"study_design_candidate":"design_other","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":[0.046526417,0.060029224,0.03331941,0.025978763,0.012979157,0.0053204307,0.09214948,0.0014319527,0.011896396,0.01069197,0.0094830245,0.6901938],"study_design_scores_gemma":[0.011501713,0.02270533,0.4189552,0.0068243025,0.0014879591,0.000035127054,0.52431196,0.002994087,0.00010141227,0.00029701993,0.009197825,0.0015880708],"about_ca_topic_score_codex":0.0011051618,"about_ca_topic_score_gemma":0.0059013427,"teacher_disagreement_score":0.6886057,"about_ca_system_score_codex":0.0018544367,"about_ca_system_score_gemma":0.0027915712,"threshold_uncertainty_score":0.9997402},"labels":[],"label_agreement":null}]}