{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e2ecad67f1c1","filters":{"venue":"eSource (Dublin Business School)"}},"results":[{"id":"W1480882406","doi":"","title":"Do individual attachment styles in the workplace affect a follower’s job satisfaction, engagement and commitment?","year":2014,"lang":"en","type":"article","venue":"eSource (Dublin Business School)","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lakehead University","keywords":"Affect (linguistics); Social psychology; Job satisfaction; Psychology; Organizational commitment; Employee engagement; Public relations; Political science","authors":[{"name":"Jillian Ryan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03614095357006718,"gpt":0.3535481521183757,"spread":0.3174071985483085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049917,0.0001656062,0.0002591348,0.0004801812,0.0005411008,0.001008358,0.0001835189,0.0004850763,0.001734519],"category_scores_gemma":[0.003950984,0.0001570407,0.0002352235,0.0003727605,0.0004176797,0.0004214704,0.0005732329,0.000735337,0.0002663529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801173,"about_ca_system_score_gemma":0.0001450523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143549,"about_ca_topic_score_gemma":0.003455147,"domain_scores_codex":[0.9996069,0.0001535038,0.00002703633,0.00004692275,0.00008775131,0.00007798528],"domain_scores_gemma":[0.9971526,0.0007000502,0.00102612,0.0001690266,0.0001783607,0.0007739801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008927516,0.0001690168,0.9877169,0.00001214902,0.00003909549,0.0001373935,0.002235914,0.00002898987,0.0009038567,0.00006548025,0.00006762888,0.008534466],"study_design_scores_gemma":[0.000001679268,0.0001216663,0.9973096,0.000006648687,0.000007873766,0.0000869833,0.00221697,0.00005533933,0.00005324221,0.00005759804,0.00007914558,0.000003288907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995048,0.00004657095,0.00004846064,0.00003599895,0.000004596888,0.00000185453,0.000007618351,5.533591e-7,0.0003494358],"genre_scores_gemma":[0.9996302,0.0000637964,0.00005221142,0.00002761474,0.000003698527,0.000002324905,0.00001641532,4.816165e-7,0.000203132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001734519,"threshold_uncertainty_score":0.005802572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018210534","doi":"","title":"Comparative Study among ARIMA, SARIMA & XGBoost for Prediction of NIFTY IT Index","year":2024,"lang":"en","type":"other","venue":"eSource (Dublin Business School)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); Autoregressive integrated moving average; Stock market index; Time series; Series (stratigraphy); Futures studies","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04248665279095414,"gpt":0.3041340974002468,"spread":0.2616474446092926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002707558,0.0009830325,0.0009877171,0.001341912,0.0003862823,0.001163821,0.000824936,0.00103444,0.00106997],"category_scores_gemma":[0.003469282,0.0001872721,0.0008418506,0.0009610888,0.0002532607,0.0009256026,0.0003016165,0.001060737,0.0004091493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502163,"about_ca_system_score_gemma":0.001229734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01670915,"about_ca_topic_score_gemma":0.01108922,"domain_scores_codex":[0.9993999,0.0001621416,0.00005927835,0.0001375427,0.0001534849,0.0000876374],"domain_scores_gemma":[0.9981061,0.001238182,0.0001329763,0.00007879149,0.0003487435,0.00009517148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002115147,0.001015409,0.04816715,0.0006462719,0.0006748365,0.0002302463,0.0001828099,0.5505096,0.005015411,0.001412385,0.009763558,0.3802671],"study_design_scores_gemma":[0.00002555895,0.0003886135,0.007348422,0.00004673354,0.00008136635,0.00004907966,0.00009463483,0.9885108,0.001793829,0.000477804,0.001162154,0.00002092433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453724,0.01847567,0.1177064,0.002398247,0.001110847,0.0001585194,0.001275066,0.003221807,0.01028113],"genre_scores_gemma":[0.9523268,0.002306427,0.03948596,0.0003783023,0.0001793155,0.00005578438,0.001702412,0.0001200798,0.00344483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01670915,"threshold_uncertainty_score":0.03322381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895305496","doi":"","title":"Burnout and compassion fatigue in emergency care nurses: factors that influence development","year":2018,"lang":"en","type":"article","venue":"eSource (Dublin Business School)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Burnout; Compassion fatigue; Psychology; Nursing; Compassion; Applied psychology; Medicine; Social psychology; Clinical psychology; Political science","authors":[{"name":"Niamh Burgess","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03698703632488403,"gpt":0.367874519081426,"spread":0.330887482756542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002128455,0.0001698494,0.0002044026,0.0006512015,0.0007376848,0.0007421644,0.0002434609,0.000382905,0.001774575],"category_scores_gemma":[0.008644109,0.0002567664,0.0002686367,0.0003120697,0.00061101,0.000527674,0.001288489,0.0008468585,0.0001605161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005960219,"about_ca_system_score_gemma":0.00126377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002304222,"about_ca_topic_score_gemma":0.004761145,"domain_scores_codex":[0.998949,0.0004733422,0.00008155562,0.00007760895,0.0001823964,0.0002360635],"domain_scores_gemma":[0.9952894,0.001338079,0.002015759,0.0001751247,0.0004762879,0.0007054343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007811114,0.0002033819,0.9814036,0.00005214586,0.00002316204,0.0001973478,0.006449436,0.00002816864,0.0003931841,0.0001124942,0.0001509178,0.0109081],"study_design_scores_gemma":[0.000002158063,0.00008507662,0.9941933,0.00005395888,0.000006416125,0.000370175,0.004769203,0.00005439173,0.00008377199,0.00007101235,0.0003059379,0.000004667345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987975,0.0002077642,0.00009464046,0.0002060715,0.000008242798,0.000009469848,0.000009687689,8.962259e-7,0.0006657509],"genre_scores_gemma":[0.999415,0.0001508507,0.000143253,0.00005991741,0.000006563727,0.00001368403,0.00001610886,0.000001084729,0.0001934309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002304222,"threshold_uncertainty_score":0.01125646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065760562","doi":"","title":"Exploring the power of machine learning to drive energy efficiency in Halifax, West Yorkshire, England: A predictive energy efficiency model for sustainable and resilient buildings and households","year":2023,"lang":"en","type":"dissertation","venue":"eSource (Dublin Business School)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Efficient energy use; Energy (signal processing); Certificate; Energy accounting; Energy conservation; Energy engineering; Energy consumption; Energy management","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0129586393466388,"gpt":0.212825734098983,"spread":0.1998670947523442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004184294,0.0005012092,0.0003307781,0.0001820596,0.0002739856,0.0008547299,0.0005014737,0.000427817,0.001477532],"category_scores_gemma":[0.001359262,0.0001902767,0.000231087,0.0001936983,0.0003004891,0.0003700705,0.0002491967,0.0005521428,0.0001959275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755673,"about_ca_system_score_gemma":0.001415602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6107724,"about_ca_topic_score_gemma":0.5423705,"domain_scores_codex":[0.9999038,0.00003529824,0.000004161091,0.00002109588,0.00001335866,0.00002225912],"domain_scores_gemma":[0.9994634,0.0003673516,0.00003078656,0.00001481019,0.0001035549,0.00002013794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001278071,0.00003951335,0.008650294,0.00003743504,0.00002444933,0.00007840471,0.000103184,0.9783008,0.00073121,0.001131146,0.001580783,0.009195114],"study_design_scores_gemma":[0.000006088986,0.00001496961,0.003028774,0.000005229752,0.000005889059,0.000003551278,0.00004454111,0.9963042,0.0001800452,0.0001568764,0.0002455677,0.000004218501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724976,0.0003980814,0.01885165,0.0009228647,0.00002832808,0.00003415441,0.0003515878,0.0001143137,0.006801472],"genre_scores_gemma":[0.9950228,0.0001397747,0.001665844,0.00003198869,0.000005312111,0.00001956843,0.0002819299,0.00001077205,0.002821964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6107724,"threshold_uncertainty_score":0.7830397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901196107","doi":"","title":"GST in India: a comparative study with Chinese VAT system","year":2018,"lang":"en","type":"dissertation","venue":"eSource (Dublin Business School)","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Traditional medicine; Medicine","authors":[{"name":"Allen Portor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02696276061401478,"gpt":0.2563331850339235,"spread":0.2293704244199088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003684172,0.0001788401,0.000238378,0.002294159,0.001691261,0.002510149,0.000590128,0.0003423266,0.007825634],"category_scores_gemma":[0.001164544,0.00012815,0.0005040603,0.006105297,0.001206982,0.001188903,0.001199659,0.0007357124,0.0006177609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0036096,"about_ca_system_score_gemma":0.002816592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05740742,"about_ca_topic_score_gemma":0.0750844,"domain_scores_codex":[0.9994154,0.00008681165,0.00004181894,0.00005081951,0.0001582499,0.0002469758],"domain_scores_gemma":[0.9990526,0.0002181923,0.0002434071,0.00005563295,0.0002675072,0.0001626718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003912901,0.0004764393,0.7717124,0.0009925376,0.0001796231,0.01028542,0.08199376,0.001482078,0.001825876,0.05368293,0.01245144,0.06452628],"study_design_scores_gemma":[0.000008953793,0.0002196587,0.838959,0.0001834752,0.000113369,0.001912843,0.1129087,0.0006730935,0.0005890551,0.001091673,0.04329723,0.00004291665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596091,0.001279959,0.0001321073,0.0009109674,0.00003932582,0.00002556751,0.0003761766,0.00001386836,0.03761301],"genre_scores_gemma":[0.9958203,0.001092274,0.00005485193,0.00009705816,0.00001558237,0.000005524907,0.0002260597,0.000004635109,0.002683861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05740742,"threshold_uncertainty_score":0.1141466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7059872228","doi":"","title":"Exemplary damages","year":2013,"lang":"en","type":"other","venue":"eSource (Dublin Business School)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Doctrine; Damages; Jurisdiction; Criticism; High Court; Common law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005620254026274112,"gpt":0.1845792288648616,"spread":0.1789589748385875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007156213,0.0008761595,0.0007663066,0.00306813,0.005074434,0.00560178,0.003291423,0.007261894,0.04524771],"category_scores_gemma":[0.02284152,0.0005615459,0.001248028,0.001655288,0.004694659,0.005130773,0.007431052,0.005679616,0.008409441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489561,"about_ca_system_score_gemma":0.002572034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003205473,"about_ca_topic_score_gemma":0.006261657,"domain_scores_codex":[0.9800325,0.003166951,0.001472675,0.001995525,0.01085622,0.002476111],"domain_scores_gemma":[0.9896144,0.002689621,0.001302958,0.002806446,0.003001267,0.0005852748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001153949,0.0001362711,0.002681913,0.0003256634,0.00007839287,0.001818305,0.00124327,0.001100842,0.001202218,0.8302062,0.1099022,0.05118916],"study_design_scores_gemma":[0.00004922815,0.0002361291,0.007784117,0.0005534113,0.00007201696,0.00591522,0.001030778,0.000953559,0.002484633,0.1508372,0.8299402,0.000143435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02262567,0.003423046,0.01427427,0.008878058,0.001622239,0.000227738,0.0008662804,0.0003801261,0.9477025],"genre_scores_gemma":[0.6132771,0.003416311,0.006569828,0.01178028,0.00140975,0.0003435469,0.00108995,0.0002497301,0.3618634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04524771,"threshold_uncertainty_score":0.1513687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094387490","doi":"","title":"Comparative Study among ARIMA, SARIMA &amp; XGBoost for Prediction of NIFTY IT Index","year":2024,"lang":"en","type":"dissertation","venue":"eSource (Dublin Business School)","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); Autoregressive integrated moving average; Stock market index; Time series; Series (stratigraphy); Futures studies","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1672132652359642,"gpt":0.4351653991511734,"spread":0.2679521339152092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002924807,0.0008195009,0.0009140052,0.001283982,0.0004074393,0.001142807,0.0008146038,0.001052436,0.001036749],"category_scores_gemma":[0.003777543,0.0001900621,0.0007395483,0.0009888955,0.0002662739,0.0009205823,0.0002939073,0.001055431,0.0003364878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005821569,"about_ca_system_score_gemma":0.00134499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634625,"about_ca_topic_score_gemma":0.01142741,"domain_scores_codex":[0.9993784,0.0001761791,0.000061199,0.0001370576,0.0001604147,0.00008664286],"domain_scores_gemma":[0.9978619,0.001485771,0.0001291745,0.00007400734,0.0003571586,0.00009204847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001660264,0.0008889299,0.03697101,0.0005118771,0.0005699654,0.0001603873,0.000187648,0.5231771,0.00426354,0.001489451,0.006308085,0.4238117],"study_design_scores_gemma":[0.00002049187,0.000337188,0.006515933,0.00003896673,0.00006832831,0.00003929738,0.00008947834,0.9900942,0.001476403,0.0004393664,0.0008633687,0.00001697457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124005,0.01796205,0.1531513,0.002391384,0.0008411464,0.000164436,0.0007866822,0.002220162,0.0100824],"genre_scores_gemma":[0.9431584,0.002395934,0.04923953,0.0003602499,0.0001441301,0.00006733926,0.0009321651,0.00009077949,0.003611527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634625,"threshold_uncertainty_score":0.03250217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591847055","doi":"","title":"Cyberbullying. The impact on empathy levels, quality of friendships and coping styles among teenagers","year":2016,"lang":"en","type":"other","venue":"eSource (Dublin Business School)","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Empathy; Psychology; Coping (psychology); Developmental psychology; Social psychology; Clinical psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0375725735916926,"gpt":0.3328796431230239,"spread":0.2953070695313313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006352996,0.0002377851,0.0002467374,0.0005479958,0.0003808095,0.0007457592,0.0001436279,0.0003246193,0.003565666],"category_scores_gemma":[0.001727374,0.0001974946,0.000360433,0.0002270023,0.0003135334,0.0003679473,0.0005606667,0.0005198888,0.0002085235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686211,"about_ca_system_score_gemma":0.000310049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008506459,"about_ca_topic_score_gemma":0.001854644,"domain_scores_codex":[0.9995314,0.000139541,0.00004392834,0.00005647529,0.0001276208,0.0001009835],"domain_scores_gemma":[0.9987135,0.0003094697,0.0005112751,0.00006627067,0.0001177895,0.0002817528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002901113,0.002270005,0.9686141,0.0001277424,0.00008627034,0.0002926554,0.004983159,0.00002973013,0.002831047,0.0001609173,0.0001200218,0.02019425],"study_design_scores_gemma":[0.000007553685,0.001013258,0.9947431,0.00002280844,0.00003860483,0.0002086977,0.003118366,0.00003616645,0.0003763841,0.00003732948,0.0003935369,0.000004132589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992278,0.0001393621,0.00001862967,0.00001511298,0.000003352083,0.00001263544,0.00002177373,9.462544e-7,0.000560398],"genre_scores_gemma":[0.9991155,0.0001408808,0.00006422046,0.00001703725,0.000003532755,0.00002534238,0.00003376089,6.125733e-7,0.0005989589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003565666,"threshold_uncertainty_score":0.01192838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127440709","doi":"","title":"Abortion attitudes in post-repeal Ireland: the role of the law, ethical ideologies and empathy","year":2020,"lang":"en","type":"article","venue":"eSource (Dublin Business School)","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Repeal; Abortion; Empathy; Ideology; Law; Political science; Social psychology; Psychology; Criminology; Pregnancy; Politics","authors":[{"name":"Sharon Hamby O'Connor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02180690477693911,"gpt":0.304527437966746,"spread":0.2827205331898068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002974878,0.0001566207,0.0003501569,0.0006451372,0.001305725,0.001620527,0.0003771749,0.0004923562,0.002033295],"category_scores_gemma":[0.007346007,0.000291549,0.0003079749,0.0003429802,0.001785561,0.0005457558,0.001094405,0.00176474,0.0003178201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689435,"about_ca_system_score_gemma":0.001896498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01984311,"about_ca_topic_score_gemma":0.04108114,"domain_scores_codex":[0.9980112,0.0009793983,0.00007400366,0.0001350195,0.0003631333,0.0004372048],"domain_scores_gemma":[0.9945914,0.001779982,0.001905126,0.0002004789,0.0005683742,0.0009545831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006539623,0.003599538,0.7934448,0.0001187859,0.00004852057,0.0003345521,0.1778007,0.00005638816,0.00247602,0.0003992431,0.0008875356,0.02018],"study_design_scores_gemma":[0.00002353125,0.0006812707,0.87795,0.00003765073,0.00001093969,0.00009703581,0.1194677,0.00009374166,0.0002456464,0.00008271047,0.001287593,0.0000220783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991789,0.00001706803,0.00001843311,0.00005772081,0.000002685958,0.00001325384,0.00001210642,4.811351e-7,0.0006992516],"genre_scores_gemma":[0.9990391,0.00003354598,0.00006852759,0.0001166226,0.000004060154,0.00003737068,0.00001973064,0.000001221635,0.000679857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984311,"threshold_uncertainty_score":0.03945518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753399820","doi":"","title":"Positive psychology (happiness, openness and empathy and beliefs about the peace process in Northern Ireland.","year":2016,"lang":"en","type":"article","venue":"eSource (Dublin Business School)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Happiness; Empathy; Openness to experience; Psychology; Social psychology","authors":[{"name":"Leona O'Reilly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01674508750577467,"gpt":0.3431112250592006,"spread":0.3263661375534259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00106293,0.00009613394,0.0001719031,0.0004946499,0.0006699379,0.0008637934,0.0001235535,0.0001534389,0.002238482],"category_scores_gemma":[0.002772037,0.00009237126,0.0001913138,0.0002880866,0.0008001786,0.0003762254,0.001172163,0.0005554865,0.0001168206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092152,"about_ca_system_score_gemma":0.0006897571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009066481,"about_ca_topic_score_gemma":0.01832904,"domain_scores_codex":[0.9996216,0.0001672579,0.00001827989,0.00003231879,0.00007491004,0.00008556977],"domain_scores_gemma":[0.9987102,0.0002662033,0.0006155391,0.00004204579,0.0001024699,0.0002636047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002367975,0.0003453462,0.8765997,0.000166288,0.0001122729,0.0005767054,0.06505489,0.0001736169,0.00294013,0.001388148,0.001054525,0.05135157],"study_design_scores_gemma":[0.000003122774,0.00005888225,0.9817358,0.00002353753,0.000007822164,0.0001811376,0.01677463,0.00005474305,0.00009743947,0.0001693308,0.0008873963,0.000006085764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969738,0.0001397545,0.00006232526,0.000138485,0.000006243647,0.000006015783,0.00001440048,0.000001285077,0.002657564],"genre_scores_gemma":[0.9995099,0.00005361083,0.00003492315,0.00002885979,0.000002227666,0.000005051069,0.000008024905,3.507649e-7,0.0003571279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009066481,"threshold_uncertainty_score":0.01802742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094382216","doi":"","title":"Gender and SES effects on multidimensional self-concept development during adolescence","year":2014,"lang":"en","type":"dissertation","venue":"eSource (Dublin Business School)","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Technological University Dublin; Trinity College Dublin","keywords":"Socioeconomic status; Longitudinal study; Redress; Longitudinal data; Perception; Marital status; Measure (data warehouse); Child development; Diversity (politics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01317361241537248,"gpt":0.2832172880134937,"spread":0.2700436755981212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002072557,0.000216426,0.0003453734,0.0007295916,0.0006045025,0.001274632,0.000292439,0.0002814372,0.002032128],"category_scores_gemma":[0.006179783,0.00024388,0.0005220181,0.0005189318,0.0006638624,0.0005828378,0.001222548,0.0007524298,0.000173733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004322955,"about_ca_system_score_gemma":0.0007497976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005365438,"about_ca_topic_score_gemma":0.008823098,"domain_scores_codex":[0.9993685,0.0001919577,0.00003394464,0.00008596479,0.0001619893,0.0001576841],"domain_scores_gemma":[0.9963996,0.001124306,0.001067151,0.0002643931,0.0003719442,0.000772632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004386762,0.0003691067,0.9708925,0.00002347915,0.00003985112,0.0002694278,0.01097889,0.00008632265,0.001644252,0.0007727109,0.0001515004,0.0143333],"study_design_scores_gemma":[0.0000027973,0.0001179505,0.9970688,0.00001615023,0.000008237262,0.00007578559,0.002020012,0.0000942223,0.000156802,0.0001198572,0.0003148826,0.000004508979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990985,0.0001806973,0.00002703256,0.00003729262,0.000004801904,0.000003017171,0.00002660361,0.000001285433,0.0006208642],"genre_scores_gemma":[0.9993905,0.0001107377,0.00006396548,0.000007111703,0.000002349303,0.00000605979,0.00004020986,0.000002007058,0.0003770424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005365438,"threshold_uncertainty_score":0.01096088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2283063674","doi":"","title":"Carbon credit training","year":2008,"lang":"en","type":"article","venue":"eSource (Dublin Business School)","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Training (meteorology); Business; Geography","authors":[{"name":"David Ruigrok","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03526785854713537,"gpt":0.2169522245695658,"spread":0.1816843660224305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002124064,0.0003974366,0.0003357686,0.001126721,0.00340123,0.003885104,0.001098833,0.002652389,0.3023266],"category_scores_gemma":[0.006826486,0.0002495088,0.0003191087,0.001129463,0.001234802,0.003115291,0.003712616,0.003644594,0.1096014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003725059,"about_ca_system_score_gemma":0.009611536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00917071,"about_ca_topic_score_gemma":0.02842865,"domain_scores_codex":[0.9984614,0.0001591365,0.00005393845,0.0001727758,0.0007097284,0.0004430955],"domain_scores_gemma":[0.9960444,0.0003232755,0.000132761,0.0003192586,0.001507958,0.001672419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002878891,0.0001317656,0.0008549197,0.00008712502,0.000001622054,0.00006505374,0.0004007656,0.0001152202,0.0003049439,0.02759237,0.8568968,0.1135208],"study_design_scores_gemma":[0.000002636179,0.00001481349,0.0006939322,0.00007083401,4.674557e-7,0.00003529137,0.0001941453,0.00004335319,0.00009214951,0.001396936,0.9974511,0.000004234505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003475748,0.001763899,0.001466119,0.03579818,0.003823359,0.0001556657,0.000961578,0.0004108757,0.9521445],"genre_scores_gemma":[0.02072049,0.001685885,0.001201276,0.008824003,0.0004086272,0.00007790475,0.0007006221,0.0001414072,0.9662397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3023266,"threshold_uncertainty_score":0.9951464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2302332173","doi":"","title":"Birth order and gender: investigating its effects on agreeableness, Conscientiousness, openness, aspiration and empathy.","year":2015,"lang":"en","type":"article","venue":"eSource (Dublin Business School)","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agreeableness; Conscientiousness; Openness to experience; Psychology; Empathy; Hierarchical structure of the Big Five; Social psychology; Personality; Big Five personality traits; Developmental psychology; Extraversion and introversion","authors":[{"name":"Ololade Olayemi Taiwo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06612780169239708,"gpt":0.2909538413191215,"spread":0.2248260396267244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119382,0.000230063,0.0002285781,0.0006187868,0.0004226746,0.0006848452,0.0002229867,0.0002075585,0.005260528],"category_scores_gemma":[0.005801564,0.00008956131,0.0003603151,0.000366245,0.0004433723,0.0003854294,0.0006809423,0.0005012801,0.0004013237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319203,"about_ca_system_score_gemma":0.0005031655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505422,"about_ca_topic_score_gemma":0.002426063,"domain_scores_codex":[0.9992452,0.0002476195,0.00005934564,0.0001199734,0.0002312789,0.00009665766],"domain_scores_gemma":[0.9953474,0.002010137,0.001200216,0.0002295281,0.0002541243,0.0009585613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007251541,0.0004335847,0.975219,0.00003228043,0.00007229332,0.0003978685,0.003077855,0.00002933471,0.002000566,0.0003902265,0.00009678842,0.01752505],"study_design_scores_gemma":[0.000006182147,0.0004080978,0.9970539,0.00001123393,0.00001755564,0.0002238596,0.001366165,0.00007349941,0.0003429299,0.0001618649,0.0003302735,0.000004421832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985678,0.0002040844,0.0001179516,0.00003427571,0.000008639768,0.000007544973,0.00004446267,0.000001369296,0.001013824],"genre_scores_gemma":[0.9991307,0.00005699186,0.0001177176,0.00001271338,0.000003935297,0.00001014235,0.00004027339,0.000001248603,0.00062633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005260528,"threshold_uncertainty_score":0.01759821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}