{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":35,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":35,"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":"1e25652d110c","filters":{"venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)"}},"results":[{"id":"W2970526411","doi":"","title":"Building Trust in Artificial Intelligence, Machine Learning, and Robotics","year":2018,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":395,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Artificial intelligence; Robotics; Computer science; Applications of artificial intelligence; Machine learning; Robot","authors":[{"name":"Keng Siau","is_ca":true},{"name":"Weiyu Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03581103227378779,"gpt":0.2963012076248024,"spread":0.2604901753510147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01097975,0.0003447045,0.0005882372,0.001338884,0.003155954,0.00641901,0.0006410733,0.002292848,0.002055865],"category_scores_gemma":[0.02577694,0.0003024614,0.000368013,0.001105657,0.01268785,0.008139458,0.004474427,0.003104365,0.0003534704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004951904,"about_ca_system_score_gemma":0.00420203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005610568,"about_ca_topic_score_gemma":0.003604324,"domain_scores_codex":[0.9869804,0.008521444,0.0006455066,0.0006524107,0.002211079,0.0009891272],"domain_scores_gemma":[0.9745768,0.01385324,0.004429967,0.001922689,0.003138763,0.00207857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007583922,0.00008735312,0.01191878,0.0003862085,0.0001348066,0.000608193,0.01742124,0.004078002,0.0008582657,0.8835763,0.004441069,0.07641407],"study_design_scores_gemma":[0.00002498304,0.0002049279,0.01011909,0.0007545781,0.00006048922,0.0006272073,0.00926882,0.007355051,0.001083757,0.8875288,0.08286221,0.0001100721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2968778,0.03050435,0.2825498,0.1137184,0.001178564,0.0002630739,0.0001449504,0.0002835322,0.2744796],"genre_scores_gemma":[0.9900518,0.002632279,0.004140459,0.0009395799,0.0001285436,0.00003424034,0.00001470994,0.00001728128,0.002041117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097975,"threshold_uncertainty_score":0.05806714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993461409","doi":"","title":"Google summer of code: Student motivations and contributions","year":2020,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Science Foundation","keywords":"Onboarding; Code (set theory); Work (physics); Code review; Join (topology); Computer science; Code of conduct; World Wide Web; Public relations; Software; Psychology; Political science; Engineering; Software development; Static program analysis; Social psychology; Programming language","authors":[{"name":"Jefferson O. Silva","is_ca":false},{"name":"Igor Wiese","is_ca":false},{"name":"Daniel M. Germán","is_ca":true},{"name":"Christoph Treude","is_ca":false},{"name":"Marco Aurélio Gerosa","is_ca":false},{"name":"Igor Steinmacher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02256271977503982,"gpt":0.2377078546457544,"spread":0.2151451348707146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004382039,0.0003698342,0.0003272952,0.004182857,0.005331703,0.007657963,0.001107272,0.001855492,0.01671127],"category_scores_gemma":[0.03810471,0.0003168831,0.000405955,0.003778151,0.001466398,0.00309436,0.005336015,0.002319002,0.00472957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788501,"about_ca_system_score_gemma":0.004595493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005786418,"about_ca_topic_score_gemma":0.0214866,"domain_scores_codex":[0.994154,0.001679907,0.0001557976,0.0004488483,0.002472038,0.001089274],"domain_scores_gemma":[0.9413215,0.01315391,0.004193847,0.002151231,0.01187195,0.02730761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008087028,0.000973117,0.3492169,0.0004543345,0.00008272338,0.002234492,0.1281045,0.0002827127,0.003349331,0.01744016,0.3217032,0.1753498],"study_design_scores_gemma":[0.00005508289,0.000426036,0.2338379,0.0003904321,0.00005765677,0.002253737,0.1816625,0.00217321,0.001988934,0.00427155,0.5727371,0.0001459552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8403977,0.00123985,0.001156738,0.03029674,0.002142261,0.0002104601,0.001364368,0.0006367083,0.1225553],"genre_scores_gemma":[0.9254186,0.0005065981,0.0009070398,0.003628256,0.0007531923,0.00008198534,0.0005890443,0.0004198023,0.06769566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01671127,"threshold_uncertainty_score":0.05590475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400142448","doi":"","title":"How people prompt generative AI to create interactive VR scenes","year":2024,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of New Brunswick","funders":"","keywords":"Computer science; Generative grammar; Human–computer interaction; Computer graphics (images); Multimedia; Artificial intelligence; Computer vision","authors":[{"name":"Setareh Aghel Manesh","is_ca":true},{"name":"Tianyi Zhang","is_ca":true},{"name":"Yuki Onishi","is_ca":true},{"name":"Kotaro Hara","is_ca":true},{"name":"Scott Bateman","is_ca":true},{"name":"Jiannan Li","is_ca":true},{"name":"Anthony Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01509811735972615,"gpt":0.2358444573678993,"spread":0.2207463400081731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001579616,0.0006033645,0.0001787252,0.0003741138,0.0008205096,0.003226529,0.0009136017,0.00164796,0.01016754],"category_scores_gemma":[0.01277192,0.0003007367,0.0004278861,0.0002400333,0.0008833315,0.002997059,0.001539321,0.001346571,0.002675982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004947567,"about_ca_system_score_gemma":0.0004901831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948154,"about_ca_topic_score_gemma":0.002346817,"domain_scores_codex":[0.9990205,0.0004698778,0.00003420385,0.0001528933,0.0001833656,0.0001391458],"domain_scores_gemma":[0.9958265,0.002735495,0.0002264635,0.0004355429,0.0005060478,0.000269832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001081707,0.001300191,0.03665897,0.001442204,0.0001943043,0.001847539,0.378087,0.006216455,0.1452841,0.05082167,0.03711259,0.3399533],"study_design_scores_gemma":[0.0004594697,0.002003905,0.05382217,0.0007647125,0.0006112358,0.002460381,0.2716851,0.07578257,0.04796615,0.0874074,0.4565282,0.0005086254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7008898,0.000513312,0.08134023,0.003500959,0.0004160247,0.0003699482,0.0002328214,0.005277866,0.2074591],"genre_scores_gemma":[0.9555863,0.0001610677,0.02690292,0.0006752615,0.00002439712,0.000109102,0.0001786276,0.0003981521,0.01596419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016754,"threshold_uncertainty_score":0.03401381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766434779","doi":"","title":"Direct and indirect effects of internal control weakness and external audit effort on accruals quality: Evidence from a unique Canadian regulatory setting","year":2010,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accrual; Audit; Control (management); Quality (philosophy); Accounting; Quality audit; Business; Weakness; Operations management; Economics; Medicine; Management; Earnings; Philosophy","authors":[{"name":"Hai Lu","is_ca":false},{"name":"Gordon D. Richardson","is_ca":false},{"name":"Steven E. Salterio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00959615100268644,"gpt":0.2040405937356408,"spread":0.1944444427329544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005771213,0.000541172,0.0007432434,0.002381534,0.005347865,0.003887202,0.002444146,0.001208947,0.004016002],"category_scores_gemma":[0.03097705,0.0005132346,0.0006149568,0.005756891,0.005010206,0.0009432597,0.001922114,0.001708144,0.0002619352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03355011,"about_ca_system_score_gemma":0.06602544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857644,"about_ca_topic_score_gemma":0.9959472,"domain_scores_codex":[0.9941319,0.001405816,0.0002255161,0.000811452,0.001988243,0.001437142],"domain_scores_gemma":[0.9460696,0.01897894,0.01398931,0.002612385,0.01227579,0.00607404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004282653,0.0003604857,0.9805415,0.00005462194,0.0001671116,0.0001727183,0.003931421,0.0003632176,0.0002296983,0.001200386,0.00151629,0.01103417],"study_design_scores_gemma":[0.00004644627,0.0000731348,0.9942778,0.00004928955,0.0001397056,0.00004729112,0.0036487,0.0002639539,0.0001081687,0.0001952819,0.001114003,0.00003616536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994581,0.0004055394,0.00008555151,0.0003574057,0.000007796662,0.00003111719,0.0003956188,0.000004329848,0.004131627],"genre_scores_gemma":[0.9974077,0.0004233138,0.000205611,0.000130189,0.00000627,0.00001568145,0.0003717276,0.00001034597,0.001429043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03355011,"threshold_uncertainty_score":0.2434242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502002942","doi":"","title":"Harassment through Digital Media: A Cross-Jurisdictional Comparative Analysis on the Law on Cyberstalking","year":2008,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cyberspace; Harassment; Context (archaeology); Anonymity; Law; Political science; Common law; Intimidation; Law enforcement; Internet privacy; The Internet; Business; Sociology","authors":[{"name":"Warren B. Chik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04243499294598086,"gpt":0.2468478219264391,"spread":0.2044128289804582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009888596,0.0003018591,0.0006120898,0.00692303,0.01378464,0.01156833,0.0016368,0.003151752,0.009222694],"category_scores_gemma":[0.02811396,0.0003502806,0.0004664686,0.008689879,0.01776675,0.01581608,0.009938122,0.003607761,0.0005256462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01055131,"about_ca_system_score_gemma":0.004263523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02543433,"about_ca_topic_score_gemma":0.03761126,"domain_scores_codex":[0.9851503,0.01023263,0.0005478516,0.0005548656,0.001777002,0.001737319],"domain_scores_gemma":[0.9707072,0.01941266,0.004532588,0.000903483,0.003398114,0.001045959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007625441,0.0002161324,0.02954199,0.0003286031,0.00005968821,0.002445668,0.7421564,0.0001890862,0.000299476,0.2051554,0.001709879,0.01782147],"study_design_scores_gemma":[0.000004843755,0.00007888872,0.02297407,0.0005645665,0.00002956522,0.0003165656,0.9575517,0.0001813504,0.0001167553,0.004199752,0.0139607,0.00002125303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161594,0.003136077,0.0008554414,0.004028668,0.00005508739,0.00007204051,0.00005275268,0.000004145447,0.07563643],"genre_scores_gemma":[0.9971891,0.001078904,0.00008916607,0.0004352042,0.00001626653,0.00002436581,0.00002263036,0.000003833462,0.001140645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02543433,"threshold_uncertainty_score":0.07655543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2725021798","doi":"10.5555/3076132.3076156","title":"HappyFeet: Embodiments for Joint Remote Dancing","year":2016,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Dance; Mode (computer interface); Computer science; Space (punctuation); Virtual space; Human–computer interaction; Visual arts; Art; Artificial intelligence","authors":[{"name":"Hesam Alizadeh","is_ca":true},{"name":"Anna Witcraft","is_ca":true},{"name":"Anthony Tang","is_ca":true},{"name":"Ehud Sharlin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0252051263303003,"gpt":0.2245535316067816,"spread":0.1993484052764813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000399949,0.0007469399,0.0003188721,0.0003145705,0.0003473286,0.0008567807,0.001185153,0.0006805786,0.01157783],"category_scores_gemma":[0.001192488,0.0003490407,0.0004011327,0.0001421247,0.0005413881,0.0009990142,0.002523739,0.0004907423,0.001167071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009379338,"about_ca_system_score_gemma":0.0001803285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004616393,"about_ca_topic_score_gemma":0.001130404,"domain_scores_codex":[0.9997166,0.00006670124,0.00001960053,0.00006115621,0.00009832218,0.00003769199],"domain_scores_gemma":[0.9997727,0.00008924418,0.00002431315,0.00003830493,0.00002362851,0.00005178186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001323375,0.0006774077,0.003817979,0.001300828,0.0001967817,0.002609291,0.005385662,0.009072975,0.4739599,0.01308884,0.01226072,0.4763063],"study_design_scores_gemma":[0.001072922,0.006715931,0.03766073,0.0009180398,0.0006265442,0.01398477,0.004464766,0.2041934,0.2423407,0.01387511,0.473491,0.0006560537],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3467836,0.001133533,0.6163451,0.0005325451,0.0003750232,0.0004668432,0.0003807966,0.009985689,0.02399687],"genre_scores_gemma":[0.6753864,0.000744031,0.2927532,0.0002708528,0.00008508073,0.0004070433,0.0005875863,0.0006259884,0.02913971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01157783,"threshold_uncertainty_score":0.03873175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159692587","doi":"","title":"The diffusion of the sandbox approach to disruptive innovation and its limitations","year":2020,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sandbox (software development); Disruptive innovation; Arbitrage; Corporate governance; Business; Economics; Norm (philosophy); Order (exchange); Finance; Political science; Marketing; Engineering; Law","authors":[{"name":"Chang-hsien Tsai","is_ca":false},{"name":"Ching-Fu Lin","is_ca":false},{"name":"Han‐Wei Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04529966593035872,"gpt":0.1926846536468568,"spread":0.1473849877164981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03148463,0.001298804,0.002140285,0.003603969,0.003226142,0.01216369,0.005853703,0.006031367,0.01173827],"category_scores_gemma":[0.06549738,0.00082556,0.001831767,0.003147695,0.01910127,0.02440777,0.01167176,0.009720128,0.002343172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009547388,"about_ca_system_score_gemma":0.009468502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009260774,"about_ca_topic_score_gemma":0.004362279,"domain_scores_codex":[0.971424,0.01315779,0.001416639,0.00435958,0.00860743,0.001034601],"domain_scores_gemma":[0.9310089,0.04446474,0.004344056,0.01090491,0.007828456,0.001448942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002754419,0.00003578488,0.0008312145,0.0002928293,0.0000282655,0.00006212805,0.0009793554,0.002730461,0.0001184971,0.962528,0.001481474,0.0308844],"study_design_scores_gemma":[0.00003579435,0.00007218649,0.0008665626,0.0006509731,0.00002503681,0.0001924566,0.001416989,0.0116898,0.0002864806,0.9318538,0.05284671,0.00006314473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0374039,0.01531503,0.4748206,0.09426101,0.001307898,0.0007202337,0.000438573,0.0004172728,0.3753155],"genre_scores_gemma":[0.8712697,0.01188621,0.08120327,0.007778638,0.001004845,0.00189489,0.0001549783,0.00022291,0.0245846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03148463,"threshold_uncertainty_score":0.1665087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199062392","doi":"","title":"A comparative exploration of FreeBSD bug lifetimes","year":2010,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Software Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Eclipse; Computer science; Software bug; Data mining; Programming language; Software","authors":[{"name":"Gargi Bougie","is_ca":true},{"name":"Christoph Treude","is_ca":true},{"name":"DM German","is_ca":true},{"name":"MA Storey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02651218653079265,"gpt":0.2398281780145944,"spread":0.2133159914838017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004453288,0.0005411658,0.00063999,0.01499556,0.000399531,0.00126338,0.0007341775,0.0004642177,0.001378278],"category_scores_gemma":[0.02956836,0.0002120996,0.0008039262,0.006409658,0.0003633986,0.002824713,0.001003506,0.0005194913,0.0004551647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006110208,"about_ca_system_score_gemma":0.0004531583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003581527,"about_ca_topic_score_gemma":0.006223412,"domain_scores_codex":[0.9976157,0.0006026297,0.0002285918,0.000411132,0.0009943788,0.0001476803],"domain_scores_gemma":[0.9513391,0.03627954,0.003975351,0.002660363,0.004967208,0.0007784803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001293386,0.0002865571,0.5607716,0.001091385,0.0006451049,0.0003556224,0.002052717,0.03719942,0.003858931,0.002935044,0.006624131,0.3828861],"study_design_scores_gemma":[0.00008761812,0.001645555,0.6911416,0.0003251534,0.0003326234,0.002161012,0.002389265,0.2642823,0.008969071,0.008185278,0.0203059,0.0001746913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743974,0.003309973,0.01094554,0.0002994227,0.0000303389,0.00003501059,0.006679279,0.001253608,0.003049436],"genre_scores_gemma":[0.9795517,0.0005828208,0.007825124,0.00003182508,0.00001801718,0.00002415872,0.01105042,0.0001749456,0.000741071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499556,"threshold_uncertainty_score":0.02355152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124859352","doi":"","title":"Institutional Regime Shift in Intellectual Property Rights and Innovation Strategies of Firms in China","year":2017,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Embeddedness; China; Intellectual property; Business; Property rights; Differential (mechanical device); Differential effects; Economic system; Market economy; Economics; Political science; Law; Sociology; Microeconomics","authors":[{"name":"Kenneth Guang-Lih Huang","is_ca":false},{"name":"Xuesong Geng","is_ca":true},{"name":"Heli Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03220318755754712,"gpt":0.2211295256373361,"spread":0.188926338079789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081095,0.00008554857,0.0002228547,0.001643966,0.0005437036,0.001069969,0.0003471695,0.000273531,0.002193958],"category_scores_gemma":[0.002607447,0.00008458586,0.0002605779,0.001507223,0.000962931,0.0007888148,0.0008968039,0.0002492919,0.0001393767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477851,"about_ca_system_score_gemma":0.001728247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02823963,"about_ca_topic_score_gemma":0.03029402,"domain_scores_codex":[0.9994125,0.0000799751,0.00004894989,0.0001066276,0.000104839,0.0002470215],"domain_scores_gemma":[0.9968539,0.0006152479,0.001596698,0.0001888929,0.0002716485,0.0004737019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001167881,0.0001441327,0.9504484,0.00005150204,0.00009881062,0.0004141211,0.002379981,0.003308127,0.00259832,0.009193642,0.000478712,0.03076743],"study_design_scores_gemma":[0.00001577559,0.00006789182,0.9916167,0.00001408908,0.00002116862,0.00004266492,0.001054871,0.003516691,0.0004121613,0.002071215,0.001151442,0.00001532339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985195,0.0000828544,0.00009257146,0.0001081828,8.75697e-7,0.000004567386,0.00004604897,0.000003437814,0.001141981],"genre_scores_gemma":[0.9996544,0.00003819309,0.00002283517,0.00001105384,0.000001111227,0.000001787848,0.00003645384,4.923214e-7,0.0002336794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02823963,"threshold_uncertainty_score":0.05615056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7043365192","doi":"","title":"Sheets of Scattered Sand: Cantonese Protestants and the Secular Dream of the Pacific Rim","year":2024,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","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":"Protestantism; Context (archaeology); Nationalism; Multiculturalism; Narrative; Ideology; Depiction","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01160127401599177,"gpt":0.2277144323420233,"spread":0.2161131583260315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001512405,0.0004896487,0.0002100256,0.0007438375,0.01947135,0.004775662,0.0007733186,0.001265268,0.001802619],"category_scores_gemma":[0.001574875,0.0002677364,0.0001343607,0.0009219092,0.0117112,0.002706127,0.004069734,0.002568612,0.000166367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003923198,"about_ca_system_score_gemma":0.003424119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08726902,"about_ca_topic_score_gemma":0.2210975,"domain_scores_codex":[0.9990939,0.0005439363,0.00001832883,0.00004206933,0.00008281371,0.000218964],"domain_scores_gemma":[0.9990296,0.0002846926,0.0001153795,0.00005520523,0.0001242543,0.0003908696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002069205,0.00001297559,0.003628885,0.00002579163,0.000004237842,0.0009872208,0.9767884,0.00002896603,0.0003106554,0.008204174,0.005726383,0.004261528],"study_design_scores_gemma":[0.000001821103,0.00001064306,0.002238292,0.00005393329,0.000002063338,0.0001751054,0.9714515,0.00002618324,0.00007645755,0.000318926,0.02563806,0.00000698491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449122,0.001984916,0.0002464683,0.0162638,0.0004323739,0.00001920705,0.0000228324,0.00002086159,0.03609731],"genre_scores_gemma":[0.9895517,0.000775114,0.0001184138,0.00147051,0.00004686214,0.00001286191,0.00001108148,0.00001106947,0.008002467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08726902,"threshold_uncertainty_score":0.1735221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121171726","doi":"","title":"Unilateral Emissions Mitigation, Spillovers, and Global Learning","year":2013,"lang":"en","type":"preprint","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Commit; Convergence (economics); Global warming; Preference; Economics; Carbon leakage; Climate policy; Greenhouse gas; Climate change mitigation; Climate change; Global climate; Natural resource economics; Business; Economic growth; Microeconomics; Computer science","authors":[{"name":"S. Chatterji","is_ca":false},{"name":"Sayantan Ghosal","is_ca":false},{"name":"Sean Walsh","is_ca":false},{"name":"John Whalley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03338881914965464,"gpt":0.2130173250731693,"spread":0.1796285059235146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002058496,0.0002395185,0.0005276622,0.0006077723,0.0009756219,0.002821618,0.0007094865,0.001940665,0.01053858],"category_scores_gemma":[0.006296199,0.0001488461,0.0006871975,0.0007501656,0.005430076,0.005166461,0.0032114,0.001709762,0.0003119144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404303,"about_ca_system_score_gemma":0.001188895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004050585,"about_ca_topic_score_gemma":0.004081203,"domain_scores_codex":[0.9992404,0.000234079,0.00002998924,0.0001793887,0.00009878379,0.0002174179],"domain_scores_gemma":[0.9966454,0.00160918,0.000976594,0.0003267066,0.0001510134,0.0002911076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004062632,0.00005601238,0.005191346,0.0000685274,0.00003056084,0.00009377722,0.0002413301,0.01474753,0.0003199411,0.9608666,0.001315557,0.01702828],"study_design_scores_gemma":[0.00002398241,0.00002414287,0.005564952,0.00004258168,0.00002657628,0.0000474183,0.000412115,0.007868655,0.0004312537,0.9800333,0.005506103,0.00001886904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6402484,0.002735506,0.05042614,0.0678574,0.0001740566,0.00005474757,0.0003387805,0.0001501768,0.2380148],"genre_scores_gemma":[0.9938741,0.0004964841,0.0008511186,0.0007166697,0.00006098835,0.0000152512,0.00002079797,0.000004599427,0.003959968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053858,"threshold_uncertainty_score":0.03525507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113218287","doi":"","title":"HCI in Business, Government and Organizations: Interacting with Information Systems: 4th International Conference, HCIBGO 2017, Vancouver, Canada, July 9-14: Proceedings, Part I","year":2017,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Information system; Work (physics); Public policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009294830626580923,"gpt":0.1851791094041361,"spread":0.1758842787775552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006791459,0.001645766,0.001178867,0.00379559,0.003817405,0.01817433,0.001551482,0.00427306,0.06457741],"category_scores_gemma":[0.004564315,0.0008200856,0.0005332413,0.005773137,0.005870434,0.007342267,0.00660619,0.003474765,0.02084674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004393043,"about_ca_system_score_gemma":0.01425849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0596169,"about_ca_topic_score_gemma":0.1344007,"domain_scores_codex":[0.9969054,0.00107987,0.0001301589,0.0003315287,0.001207151,0.0003459528],"domain_scores_gemma":[0.9938009,0.002183125,0.0001084876,0.0004857597,0.001824564,0.001597122],"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":[0.0000882989,0.0001454565,0.002087334,0.001301814,0.00003271322,0.0001363194,0.008560105,0.0001970323,0.002256566,0.01171174,0.6226817,0.3508009],"study_design_scores_gemma":[0.00002106941,0.00004159044,0.004879142,0.00127219,0.00003262712,0.0002534828,0.008577137,0.0004759653,0.00111661,0.007705202,0.975588,0.00003701431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02381028,0.2432272,0.05602781,0.06517638,0.01898103,0.0007772844,0.002814841,0.01157234,0.5776129],"genre_scores_gemma":[0.07438293,0.1122339,0.03167478,0.006098873,0.004525115,0.0006457116,0.005763063,0.004129616,0.760546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06457741,"threshold_uncertainty_score":0.2160329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111703258","doi":"","title":"Vicarious liability: Policy, rationales, and its limits","year":2024,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vicarious liability; Confusion; Liability; Power (physics); Tort; Strict liability; Private law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01643047722376778,"gpt":0.228289805000706,"spread":0.2118593277769382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02775716,0.0006232701,0.0008616471,0.002551131,0.006623059,0.01572909,0.003724932,0.01372902,0.005845481],"category_scores_gemma":[0.04619686,0.000679761,0.0006643925,0.002144087,0.07938556,0.02100643,0.008333827,0.01456147,0.001018622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02132381,"about_ca_system_score_gemma":0.02095417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01831055,"about_ca_topic_score_gemma":0.01448302,"domain_scores_codex":[0.9774649,0.01074889,0.0008687995,0.002474878,0.00705282,0.001389747],"domain_scores_gemma":[0.9603778,0.02995034,0.002020901,0.002754011,0.003493023,0.001403957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[6.610587e-7,0.000001602716,0.00001289594,0.000005029633,3.037946e-7,0.000004698513,0.00009067445,0.00007304668,0.000004499535,0.9986489,0.0003619111,0.0007958676],"study_design_scores_gemma":[0.000003163689,0.000004056118,0.0000432088,0.0001412046,0.000001384728,0.00002222594,0.0002361677,0.0004192594,0.00005940536,0.9766533,0.02240771,0.000008905636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01323942,0.01930372,0.09082071,0.3757066,0.0009947134,0.0001309472,0.00008088706,0.0001083523,0.4996147],"genre_scores_gemma":[0.8840006,0.01500058,0.02214203,0.0312394,0.001621679,0.0004225136,0.00006960987,0.0001755353,0.04532813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02775716,"threshold_uncertainty_score":0.1547158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125361232","doi":"","title":"Going public and employee innovation: Evidence from open source","year":2024,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Public management; Open source; Strategic management","authors":[{"name":"Yuping LI","is_ca":false},{"name":"Litan HUIYI","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05436818682576228,"gpt":0.2587737541920839,"spread":0.2044055673663216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009602249,0.0002165829,0.0003161905,0.002797091,0.0015288,0.005302903,0.0009864169,0.001788722,0.02226473],"category_scores_gemma":[0.09629969,0.0002405743,0.0006165472,0.003838113,0.002403068,0.004918247,0.004376642,0.001810419,0.001568494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021313,"about_ca_system_score_gemma":0.001980489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007394591,"about_ca_topic_score_gemma":0.0117197,"domain_scores_codex":[0.9927747,0.002774626,0.0004934576,0.0005937733,0.002391305,0.0009720001],"domain_scores_gemma":[0.7045349,0.2021397,0.06221354,0.01172277,0.01161477,0.007774326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00119089,0.00227536,0.8342383,0.001006238,0.0004882563,0.000441534,0.01363027,0.0002744358,0.0002505799,0.005423394,0.009371312,0.1314095],"study_design_scores_gemma":[0.0001428924,0.0004310007,0.9621946,0.001401309,0.0003391621,0.000214933,0.01619291,0.0003208389,0.0003831265,0.004784035,0.01354162,0.00005353723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452126,0.003808018,0.0003489279,0.007009919,0.000109306,0.00004746883,0.001289933,0.00002305682,0.04215072],"genre_scores_gemma":[0.9931953,0.001533556,0.0001463631,0.000636299,0.0001204049,0.00002956243,0.0006279037,0.0000347674,0.003675841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02226473,"threshold_uncertainty_score":0.07448292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113392529","doi":"","title":"HCI in Business, Government, and Organizations: eCommerce and Innovation: Third International Conference, HCIBGO 2016, Toronto, Canada, July 17-22: Proceedings, Part II","year":2016,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Feature (linguistics); Focus (optics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01088378703108929,"gpt":0.2032079693153815,"spread":0.1923241822842922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00513406,0.001380251,0.0008808291,0.004375098,0.002428909,0.01563767,0.001372797,0.003511098,0.08944032],"category_scores_gemma":[0.004089353,0.0006284057,0.0004252071,0.007267452,0.003926625,0.008273033,0.004907457,0.002520935,0.03090196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005449562,"about_ca_system_score_gemma":0.01434496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06525644,"about_ca_topic_score_gemma":0.1278167,"domain_scores_codex":[0.9978136,0.000561129,0.0001253475,0.0002727455,0.0009506571,0.0002765298],"domain_scores_gemma":[0.9942551,0.001508043,0.0001293139,0.0005507824,0.001767757,0.0017889],"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":[0.00007202978,0.00008766696,0.001540407,0.0007351578,0.00001566396,0.000114256,0.003394324,0.0001842587,0.001290027,0.01530817,0.650905,0.326353],"study_design_scores_gemma":[0.00001603624,0.00003086233,0.003327997,0.000707831,0.00001657455,0.0001885,0.002532985,0.0003909061,0.001008614,0.005641554,0.9861172,0.00002111025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0123217,0.1382041,0.0307451,0.05048542,0.01159721,0.000485662,0.003521562,0.009202672,0.7434366],"genre_scores_gemma":[0.03026622,0.0451295,0.008966482,0.001869087,0.002168613,0.0002147042,0.003185251,0.001919353,0.9062808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9347436,"threshold_uncertainty_score":0.2992077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113554271","doi":"","title":"HCI in Business, Government, and Organizations: Supporting Business: 4th International Conference, HCIBGO 2017, Vancouver, Canada, July 9-14: Proceedings, Part II","year":2017,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Field (mathematics); Focus (optics); Perspective (graphical)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0127699706133238,"gpt":0.2057935418735473,"spread":0.1930235712602235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006396859,0.001696527,0.001162667,0.003686297,0.003465531,0.01724726,0.001520816,0.003845726,0.07296432],"category_scores_gemma":[0.003889024,0.0007411265,0.0005291979,0.005686007,0.005360946,0.006574304,0.006429107,0.00402964,0.02725167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005057035,"about_ca_system_score_gemma":0.02032725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06249073,"about_ca_topic_score_gemma":0.1549296,"domain_scores_codex":[0.9974227,0.0007222425,0.0001106429,0.0002787043,0.001098421,0.000367265],"domain_scores_gemma":[0.9938231,0.001622995,0.00009537397,0.0005246333,0.001995914,0.001938061],"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":[0.00008080091,0.0001311368,0.001162317,0.001005703,0.00002269036,0.00009457527,0.003926357,0.0001575729,0.001860403,0.009481432,0.7017991,0.280278],"study_design_scores_gemma":[0.00001891706,0.00003222694,0.002718609,0.001130227,0.0000236594,0.0001717878,0.004340192,0.0003147018,0.0008324089,0.005222714,0.9851697,0.00002483718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0161922,0.2490227,0.04144819,0.0618622,0.0254866,0.0008059998,0.003309849,0.01058437,0.5912879],"genre_scores_gemma":[0.04678206,0.1087743,0.02091318,0.005506243,0.005005023,0.000528452,0.0065388,0.003547018,0.802405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07296432,"threshold_uncertainty_score":0.24409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199935553","doi":"","title":"Measuring API documentation on the Web","year":2011,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Documentation; World Wide Web; Software documentation; Computer science; Social media; Social software; Software; Software development; Social web; User analysis; Software development process; Human–computer interaction","authors":[{"name":"Chris Parnin","is_ca":false},{"name":"Christoph Treude","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05054642096624613,"gpt":0.2079600877262218,"spread":0.1574136667599757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003801683,0.0002787859,0.0004067229,0.01278491,0.0005483115,0.002681882,0.0004197307,0.0007437135,0.002009521],"category_scores_gemma":[0.04395378,0.0002552808,0.0002964087,0.008479505,0.0003861192,0.00371193,0.001474109,0.0005876191,0.001173816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000504603,"about_ca_system_score_gemma":0.0005067007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795761,"about_ca_topic_score_gemma":0.003219595,"domain_scores_codex":[0.9940797,0.001535455,0.001039166,0.0004679706,0.002601185,0.0002765338],"domain_scores_gemma":[0.9212326,0.03973717,0.01943751,0.003228955,0.01453367,0.001830094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428575,0.0002169138,0.9048335,0.0003891252,0.0001173658,0.0001936004,0.004264462,0.0005815334,0.002058951,0.0004701175,0.002412347,0.08431926],"study_design_scores_gemma":[0.000007982324,0.0001656951,0.9814052,0.00013896,0.00008057272,0.0004940496,0.0045956,0.0038526,0.001987831,0.0003045241,0.006928589,0.00003845217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990787,0.0003633727,0.000689241,0.00009093739,0.00001029231,0.00003844972,0.0009202491,0.0001047921,0.006995677],"genre_scores_gemma":[0.9925585,0.0003906737,0.002431565,0.00003438692,0.00003488683,0.00007164267,0.002522151,0.00004970728,0.001906535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278491,"threshold_uncertainty_score":0.02010548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7028156666","doi":"","title":"Emojis and contract formation: South West Terminal Ltd v Achter Land &amp; Cattle Ltd [2023] SKKB 116","year":2024,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Terminal (telecommunication); Negotiation; North west; Livestock; Beef cattle","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01688480019506751,"gpt":0.2214171288044411,"spread":0.2045323286093736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214934,0.0004009524,0.0002176921,0.0005654988,0.015571,0.004911762,0.001477424,0.008181836,0.01232375],"category_scores_gemma":[0.002730608,0.0004754676,0.0003800423,0.001094475,0.004242117,0.00153802,0.003737266,0.004670606,0.001527362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02305981,"about_ca_system_score_gemma":0.04261834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8801556,"about_ca_topic_score_gemma":0.9588799,"domain_scores_codex":[0.9964494,0.0003600507,0.00008290307,0.0002438391,0.001245092,0.001618657],"domain_scores_gemma":[0.9992064,0.0001783395,0.00005767633,0.00003366388,0.0002940398,0.0002299442],"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":[0.00009370582,0.00005469369,0.006640193,0.0001245373,0.00001929588,0.006314115,0.02862405,0.0007155954,0.001873918,0.8197117,0.1190057,0.01682234],"study_design_scores_gemma":[0.00005061623,0.0000960978,0.02062076,0.0002898448,0.00004422656,0.00154893,0.03729699,0.001050936,0.002116255,0.0143585,0.92235,0.0001768501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08128108,0.0007818577,0.0004535304,0.01401136,0.000175476,0.00009367889,0.0001513569,0.00002400029,0.9030276],"genre_scores_gemma":[0.5177448,0.0007383457,0.0005158878,0.01424768,0.00004376076,0.00009174255,0.0001134231,0.00002950797,0.4664748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8801556,"threshold_uncertainty_score":0.2411004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011691631","doi":"","title":"Navigating governance paradigms: A cross-regional comparative study of generative AI governance processes &amp; principle","year":2024,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","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":"Corporate governance; Process (computing); Pace; European union; Identification (biology); Globe; Trustworthiness; Generative grammar","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03899406416550594,"gpt":0.31629090876646,"spread":0.2772968446009541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01173726,0.0001908093,0.0003357996,0.00354902,0.003454351,0.007270775,0.001268176,0.001113429,0.002137606],"category_scores_gemma":[0.01406896,0.0002009923,0.0005606779,0.004006964,0.009868294,0.006837528,0.004307571,0.001293684,0.0001830822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006028746,"about_ca_system_score_gemma":0.003126912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124153,"about_ca_topic_score_gemma":0.01788828,"domain_scores_codex":[0.9919025,0.005986579,0.0002203256,0.0005061935,0.000756206,0.0006282314],"domain_scores_gemma":[0.9907641,0.00628558,0.001197746,0.0007453474,0.0007450577,0.0002621191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006530609,0.00009087412,0.04221009,0.0003199465,0.00007704506,0.0009921564,0.5074461,0.002194779,0.001038934,0.4032396,0.0007629648,0.0415622],"study_design_scores_gemma":[0.00002063302,0.0001442586,0.07746238,0.0005367993,0.00007967308,0.000594209,0.826747,0.005119283,0.0006176746,0.04987712,0.03875092,0.00005003887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8654032,0.001117736,0.01337462,0.001743302,0.00002020609,0.0001704825,0.00006105058,0.00003221936,0.1180771],"genre_scores_gemma":[0.9975572,0.0002236384,0.001648569,0.00005717964,0.000001897316,0.0000348922,0.00001870438,0.000008577425,0.0004493917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173726,"threshold_uncertainty_score":0.06207329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7042494128","doi":"","title":"Proportionality in Interpreting Constitutions: A Comparison between Canada, the United Kingdom and Singapore and its Implications for Vietnam","year":2012,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Proportionality (law); Kingdom; Government (linguistics); Legislation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06233643293870546,"gpt":0.3027551217754465,"spread":0.240418688836741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01287061,0.0001930712,0.0003327692,0.004161629,0.00732264,0.006841759,0.001216331,0.0005809303,0.005079333],"category_scores_gemma":[0.05030955,0.0002286206,0.0002709941,0.006661282,0.01491159,0.005678986,0.002743919,0.001428113,0.0001207395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0232987,"about_ca_system_score_gemma":0.03384347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6392726,"about_ca_topic_score_gemma":0.7113647,"domain_scores_codex":[0.9925497,0.004287084,0.0004275872,0.0004785022,0.001472107,0.0007850226],"domain_scores_gemma":[0.9733092,0.0152366,0.002143443,0.001294481,0.007105231,0.0009110464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008341917,0.00002184568,0.03196909,0.0001615321,0.0000376104,0.0005146482,0.1713932,0.000597309,0.000271986,0.7531382,0.002449102,0.03936215],"study_design_scores_gemma":[0.00005911554,0.00005966397,0.1096637,0.0009281113,0.0001970349,0.0008127725,0.4928298,0.004399616,0.001391685,0.2661793,0.1233656,0.0001135637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7034286,0.002358758,0.01204753,0.009009451,0.0001525275,0.0001562986,0.0002526378,0.00003611704,0.2725581],"genre_scores_gemma":[0.9961234,0.0002577828,0.001434114,0.0001384887,0.000008231978,0.00001889438,0.00002773044,0.00001680563,0.001974487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3607274,"threshold_uncertainty_score":0.7257035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7134330747","doi":"","title":"Leases as subdivisions of land : A comparative analysis of Singapore, New South Wales & British Columbia","year":2024,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Property Rights and Legal Doctrine","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":"Subdivision; Lease; Zoning; Estate; Real estate; Easement; Estate planning; Demise; Land tenure","authors":[{"name":"Seng Wei Ti","is_ca":false},{"name":"Pearlie Peh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03104580498759732,"gpt":0.2633649694453478,"spread":0.2323191644577505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007527858,0.0001918569,0.0004103956,0.003138484,0.005511135,0.004664511,0.0009250472,0.0005743415,0.006728532],"category_scores_gemma":[0.003545326,0.0002468374,0.0002589809,0.01087125,0.003024598,0.001677821,0.002828015,0.001152514,0.0004803758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03412765,"about_ca_system_score_gemma":0.0219091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9421519,"about_ca_topic_score_gemma":0.9917007,"domain_scores_codex":[0.9981515,0.0003141375,0.0001000467,0.0001421629,0.0006595154,0.0006326054],"domain_scores_gemma":[0.9970363,0.0005238454,0.0004410476,0.0001070338,0.001247849,0.0006438135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000394602,0.0002748946,0.5212971,0.000708825,0.000221237,0.009183428,0.3210073,0.001062765,0.00444126,0.04306789,0.01162739,0.08671335],"study_design_scores_gemma":[0.00001132598,0.00006555202,0.6493121,0.0003011067,0.00005331914,0.00050656,0.3072937,0.0005237766,0.000352193,0.0006746965,0.04084707,0.00005859805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571943,0.0009021443,0.00006913445,0.0005945375,0.000009030804,0.00002578406,0.000150102,0.000003643513,0.04105139],"genre_scores_gemma":[0.9910867,0.0008119107,0.00005946924,0.0001738638,0.000001461818,0.00001625154,0.0001416806,0.000005850894,0.007702831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0578481,"threshold_uncertainty_score":0.2476146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005588783","doi":"","title":"Review: Jiwu Wang, \"His Dominion\" and the \"Yellow Peril\": Protestant Missions to Chinese Immigrants in Canada, 1859-1967","year":2013,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dominion; Immigration; Protestantism; Political science; History; Law","authors":[{"name":"Justin Kh Tse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01045706564554076,"gpt":0.1923566982083721,"spread":0.1818996325628313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002243953,0.001006129,0.002807614,0.004350102,0.001547126,0.003643836,0.001957889,0.00389897,0.01135487],"category_scores_gemma":[0.01034803,0.0004804156,0.0007364489,0.01218499,0.001291238,0.002305462,0.002120628,0.00245533,0.001727992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004506709,"about_ca_system_score_gemma":0.02204257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0825276,"about_ca_topic_score_gemma":0.2221784,"domain_scores_codex":[0.9992106,0.0001671924,0.0001291443,0.0001227881,0.000278543,0.00009175454],"domain_scores_gemma":[0.9965308,0.001499437,0.0004702811,0.00004601409,0.001108218,0.0003452328],"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":[0.00008315621,0.00001735081,0.0006645274,0.06560613,0.0002021634,0.000164206,0.001408307,0.00007358019,0.00004277584,0.001623218,0.8429192,0.08719544],"study_design_scores_gemma":[0.0001189705,0.00003575165,0.008980447,0.0970716,0.0008811252,0.0001996413,0.003536684,0.00004361331,0.00005636042,0.0006360291,0.8883821,0.00005767315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004525073,0.9519457,0.00004481654,0.0344407,0.01001159,0.0000925795,0.00133993,0.00001346794,0.001658829],"genre_scores_gemma":[0.004241287,0.9748785,0.00007603424,0.01333082,0.003215079,0.0001660797,0.0004461801,0.000007854278,0.003638258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9174724,"threshold_uncertainty_score":0.1640945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7006172513","doi":"","title":"Survey of Professional forecasters 2023","year":2023,"lang":"en","type":"report","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Survey of Professional Forecasters; Pace; Real gross domestic product; Economic forecasting; Trend analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1125977920000314,"gpt":0.3019248975183501,"spread":0.1893271055183187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001418966,0.0002065841,0.0001396351,0.002981676,0.0006858027,0.00101839,0.0002522776,0.0004923921,0.0247764],"category_scores_gemma":[0.00588207,0.0001962302,0.0001512114,0.005048065,0.0001431412,0.001254908,0.0004457533,0.0006044783,0.02223049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006949503,"about_ca_system_score_gemma":0.00207458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04080543,"about_ca_topic_score_gemma":0.05030781,"domain_scores_codex":[0.9988652,0.0001175898,0.00007723829,0.00008467869,0.0006150388,0.0002401872],"domain_scores_gemma":[0.9915671,0.001353123,0.001850655,0.0002612017,0.003820918,0.001147086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000086091,0.0001092208,0.1699721,0.0001611542,0.000009462494,0.000130963,0.001604998,0.0001746742,0.0002252086,0.0008037028,0.7726074,0.05411508],"study_design_scores_gemma":[0.00001622043,0.00007469357,0.5006146,0.0002155417,0.000009095678,0.0002250533,0.00371609,0.0005775223,0.0002205557,0.0001906309,0.4941179,0.00002207001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4014666,0.006720613,0.002001215,0.01988458,0.0008112256,0.00035937,0.27471,0.0005543428,0.293492],"genre_scores_gemma":[0.5533071,0.0146033,0.001405566,0.007415747,0.0009238927,0.0008491577,0.1305031,0.0001910598,0.290801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04080543,"threshold_uncertainty_score":0.08288532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061984052","doi":"","title":"School attendance information or conditional cash transfer? Evidence from a randomized field experiment in rural Bangladesh","year":2023,"lang":"en","type":"report","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Attendance; Conditional cash transfer; Psychological intervention; Quarter (Canadian coin); Randomized experiment; Cash; Framing (construction)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04001460198833855,"gpt":0.2832615368316553,"spread":0.2432469348433167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01763646,0.001063241,0.001691599,0.0004119319,0.001008032,0.001320304,0.001464656,0.002929692,0.02360945],"category_scores_gemma":[0.03657231,0.0004442696,0.001385007,0.0007207405,0.002724731,0.001504174,0.0008920153,0.002555982,0.0013326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389559,"about_ca_system_score_gemma":0.00275925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008798782,"about_ca_topic_score_gemma":0.007242093,"domain_scores_codex":[0.9814397,0.01575741,0.0006149536,0.001018477,0.0004726159,0.0006968763],"domain_scores_gemma":[0.9578964,0.03196365,0.005865517,0.001684226,0.0008220091,0.001768196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6831384,0.08162944,0.01063508,0.008670498,0.005775623,0.0002567705,0.001997283,0.003934134,0.003504971,0.01094511,0.006738939,0.1827737],"study_design_scores_gemma":[0.3927003,0.4908431,0.0431233,0.004453447,0.0133951,0.0001223563,0.002405669,0.007597433,0.004852789,0.02185895,0.01839324,0.0002542751],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456237,0.005861216,0.005780778,0.005537002,0.001012847,0.01456525,0.002338914,0.0001788299,0.01910138],"genre_scores_gemma":[0.9817472,0.002018605,0.003664987,0.001809719,0.0001555499,0.006895829,0.000314694,0.000016793,0.003376623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02360945,"threshold_uncertainty_score":0.09327167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7134641817","doi":"","title":"Navigating governance paradigms: A cross-regional comparative study of generative AI governance processes & principle","year":2024,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporate governance; Process (computing); Pace; European union; Identification (biology); Globe; Trustworthiness; Generative grammar","authors":[{"name":"Jose LUNA","is_ca":false},{"name":"Ivan TAN","is_ca":false},{"name":"Xiaofei XIE","is_ca":false},{"name":"Lingxiao JIANG","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03358344078869534,"gpt":0.3043506343678947,"spread":0.2707671935791994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01151523,0.0001918075,0.0003596715,0.00368869,0.003248578,0.00673414,0.00126245,0.001024512,0.001942307],"category_scores_gemma":[0.01451142,0.0002174198,0.0005320789,0.004255189,0.009235067,0.006576382,0.004026287,0.001324802,0.0001725745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005502423,"about_ca_system_score_gemma":0.002702145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01202901,"about_ca_topic_score_gemma":0.02169518,"domain_scores_codex":[0.9926877,0.005426446,0.0002031582,0.0004594446,0.0006500796,0.0005732031],"domain_scores_gemma":[0.9890887,0.007868604,0.001192837,0.0007899942,0.0007866214,0.0002732399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006840123,0.00008794299,0.043402,0.000308629,0.00007671636,0.001037664,0.6619713,0.001913977,0.001113279,0.2509952,0.0006270885,0.03839783],"study_design_scores_gemma":[0.00001632907,0.0001269408,0.07467744,0.0004497351,0.0000708802,0.000539641,0.8603081,0.004034962,0.000541518,0.02899096,0.0301955,0.00004786883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214517,0.0009707434,0.00811631,0.001066492,0.0000155624,0.0001173636,0.00004557133,0.00002277342,0.0681935],"genre_scores_gemma":[0.9979086,0.000253317,0.001340781,0.00004611406,0.000001937601,0.00002843304,0.00001981882,0.000008671612,0.0003924532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01202901,"threshold_uncertainty_score":0.06089908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6944944696","doi":"10.2312/pg.20241279","title":"PVP-SSD: Point-Voxel Fusion with Partitioned Point Cloud Sampling for Anchor-Free Single-Stage Small 3D Object Detection","year":2024,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Point cloud; Object detection; Sampling (signal processing); Object (grammar); Convolution (computer science); Feature (linguistics); Feature extraction; Pattern recognition (psychology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02140218269589369,"gpt":0.2083951359322264,"spread":0.1869929532363327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000569127,0.001169752,0.00128804,0.001480273,0.0004941921,0.0009994308,0.002055165,0.0008538402,0.002403172],"category_scores_gemma":[0.001801463,0.0005604824,0.001133724,0.001757877,0.0004941186,0.001814188,0.0029187,0.001043733,0.001558716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004655442,"about_ca_system_score_gemma":0.001072224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003975019,"about_ca_topic_score_gemma":0.006191315,"domain_scores_codex":[0.9992589,0.00006007076,0.00002778546,0.0001835352,0.000374299,0.00009540214],"domain_scores_gemma":[0.9994463,0.0001187749,0.00005007719,0.0001403283,0.0001952756,0.00004926026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003626352,0.0001775817,0.005335968,0.0001584447,0.0001590979,0.0003056404,0.0002116051,0.06486645,0.08348724,0.004314424,0.006860529,0.8337604],"study_design_scores_gemma":[0.00002052591,0.00009599375,0.001892827,0.000009213778,0.0000274478,0.0002900339,0.00006227904,0.9605522,0.02795295,0.005336377,0.003735636,0.00002461257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01473515,0.0001447907,0.9820222,0.00005448777,0.00002862705,0.00007344203,0.0002062923,0.002214626,0.0005204732],"genre_scores_gemma":[0.2630316,0.0002496192,0.732231,0.0001377442,0.000058716,0.0001899827,0.001928172,0.0003219348,0.001851189],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003975019,"threshold_uncertainty_score":0.008039415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7134414630","doi":"","title":"Emojis and contract formation: South West Terminal Ltd v Achter Land & Cattle Ltd [2023] SKKB 116","year":2024,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Terminal (telecommunication); Negotiation; North west; Livestock; Beef cattle","authors":[{"name":"Kian Peng Soh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01341660765336038,"gpt":0.2129775549711279,"spread":0.1995609473177675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001477131,0.0003991632,0.0002253923,0.0005752761,0.01630794,0.005142882,0.001542653,0.008405284,0.0107889],"category_scores_gemma":[0.003009373,0.0004942055,0.0004138701,0.001094089,0.004758983,0.001680051,0.003964715,0.004986068,0.001294608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.025229,"about_ca_system_score_gemma":0.04565695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8848672,"about_ca_topic_score_gemma":0.9606062,"domain_scores_codex":[0.9960401,0.0004486005,0.0000912262,0.0002732987,0.001338663,0.001808194],"domain_scores_gemma":[0.9991252,0.0002029003,0.0000622876,0.00003977691,0.0003130711,0.0002567672],"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":[0.00008481913,0.00005612129,0.006708498,0.0001114969,0.00001978555,0.005806122,0.02878936,0.0007394131,0.001774112,0.8440214,0.09690604,0.01498279],"study_design_scores_gemma":[0.00006131992,0.000110609,0.0216562,0.0003069246,0.00005489207,0.001637537,0.04364507,0.001383245,0.002507115,0.01817785,0.9102481,0.0002111048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09968685,0.0007935241,0.0005558265,0.0159948,0.0001738025,0.0001081592,0.0001516259,0.00002488394,0.8825105],"genre_scores_gemma":[0.5791292,0.0007132964,0.0005595698,0.01522322,0.00004230934,0.0001014135,0.0001065968,0.0000284217,0.4040959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1151328,"threshold_uncertainty_score":0.2316217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034779542","doi":"","title":"Valuation of Canadian- vs. U.S.-Listed Equity: Is There a Discount?","year":2003,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Valuation (finance); Measure (data warehouse); Payment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04476840352598292,"gpt":0.2139437586578835,"spread":0.1691753551319005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001958755,0.0003250761,0.0003977436,0.00106456,0.00143989,0.006166145,0.001206453,0.002016914,0.007669195],"category_scores_gemma":[0.01108122,0.0001519187,0.0004607153,0.001446683,0.001611315,0.003077272,0.0008053209,0.002227421,0.000310337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02424212,"about_ca_system_score_gemma":0.009862755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6577733,"about_ca_topic_score_gemma":0.8407052,"domain_scores_codex":[0.9987432,0.0001265917,0.00003511513,0.00009608299,0.000598875,0.0004000706],"domain_scores_gemma":[0.9944558,0.001327739,0.0008825462,0.0001534876,0.002185313,0.0009951248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004857885,0.0005905108,0.4014501,0.0004075875,0.0005374375,0.001528308,0.003834958,0.01023715,0.004117407,0.3573497,0.0741591,0.1409299],"study_design_scores_gemma":[0.0003413135,0.0005078582,0.7441729,0.0006077942,0.001024907,0.0007213847,0.02282924,0.02312882,0.005749792,0.1013457,0.09914865,0.0004217316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8276117,0.00444982,0.0007899448,0.01411757,0.0002498582,0.00003541189,0.00150746,0.0000327913,0.1512053],"genre_scores_gemma":[0.9959813,0.0003572243,0.00008856885,0.0003482756,0.00004897426,0.000001451834,0.0001797458,0.000006844759,0.00298755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422267,"threshold_uncertainty_score":0.6884842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199392352","doi":"","title":"Mashup environments in software engineering","year":2010,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Mashup; Computer science; Interoperability; Software engineering; World Wide Web; Software; Web application; Data science; Web service; Web 2.0; Programming language","authors":[{"name":"Lars Grammel","is_ca":true},{"name":"Christoph Treude","is_ca":true},{"name":"MA Storey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007590746837687087,"gpt":0.1648580481495518,"spread":0.1572673013118647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005448324,0.0005325467,0.0005850799,0.002006933,0.001809648,0.006184892,0.001061383,0.002798593,0.007561394],"category_scores_gemma":[0.01021341,0.0006967371,0.0004338329,0.003920413,0.006215048,0.0159774,0.005977731,0.004389114,0.002335581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130651,"about_ca_system_score_gemma":0.001709922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037172,"about_ca_topic_score_gemma":0.001127939,"domain_scores_codex":[0.9955056,0.002594691,0.0002655258,0.0005470653,0.0009075576,0.0001796038],"domain_scores_gemma":[0.9887401,0.008661541,0.0004967299,0.001272808,0.0003270476,0.0005017569],"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":[0.00004054058,0.0000686837,0.0003580901,0.0004009696,0.00001778183,0.0002072115,0.002371189,0.005443283,0.0007429181,0.8044181,0.01032975,0.1756015],"study_design_scores_gemma":[0.00002583458,0.00005061591,0.000296472,0.0004062027,0.00001106513,0.0002629606,0.000816631,0.01157215,0.0007473255,0.7720671,0.2137051,0.000038657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01525837,0.03231876,0.8391309,0.01830926,0.001166254,0.000187457,0.0001871367,0.004359918,0.08908197],"genre_scores_gemma":[0.2598636,0.02717709,0.6822343,0.00289178,0.001809096,0.0006560654,0.0004507797,0.0009926033,0.02392463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007561394,"threshold_uncertainty_score":0.02881384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200445577","doi":"","title":"The implications of how we tag software artifacts: Exploring different schemata and metadata for tags","year":2010,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Metadata; Computer science; Semantics (computer science); World Wide Web; Software; Source code; Information retrieval; Code (set theory); Data science; Set (abstract data type); Programming language","authors":[{"name":"Christoph Treude","is_ca":true},{"name":"MA Storey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1375015664827223,"gpt":0.2964124946045532,"spread":0.1589109281218309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02831195,0.0007411071,0.0004506278,0.004987496,0.004448559,0.02007448,0.00263556,0.004353107,0.002695565],"category_scores_gemma":[0.07113299,0.001016105,0.001089465,0.005524958,0.02498345,0.04719621,0.004858056,0.004114278,0.0006799249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005936577,"about_ca_system_score_gemma":0.003701257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00907939,"about_ca_topic_score_gemma":0.01062135,"domain_scores_codex":[0.9691767,0.02567402,0.001092831,0.001568661,0.001615108,0.0008727682],"domain_scores_gemma":[0.9037969,0.07564794,0.005506047,0.007457643,0.005785971,0.001805482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000225578,0.0001534927,0.03444283,0.0003407854,0.00007156008,0.0006281389,0.1881104,0.001774931,0.002608972,0.7167811,0.001758607,0.0531036],"study_design_scores_gemma":[0.00005454758,0.00009179617,0.01462284,0.0005074618,0.0001063533,0.0007811653,0.2161737,0.009385873,0.002540292,0.7222489,0.03335131,0.00013577],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4943886,0.002587055,0.3594563,0.06801105,0.0003115119,0.0003030701,0.0003967606,0.0001833314,0.0743624],"genre_scores_gemma":[0.927979,0.0009426629,0.06683539,0.001481633,0.0000569906,0.0001722074,0.0002042232,0.0001470039,0.002180922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9799255,"threshold_uncertainty_score":0.1497297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W142323260","doi":"","title":"IBM POWER SYSTEMS AND SERVICE ORIENTED ARCHITECTURE AT BANK OF AMERICA’S FOREIGN ITEMS SYSTEMS OFFICE","year":2010,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Currency; Web service; IBM; Architecture; Service (business); Computer science; Service-oriented architecture; Business; Engineering management; World Wide Web; Engineering; Marketing; Economics","authors":[{"name":"Keng Siau","is_ca":false},{"name":"David DeWester","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006560416468178806,"gpt":0.1809215636532102,"spread":0.1743611471850314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006806669,0.0003604204,0.0001084881,0.000340164,0.005007772,0.003518039,0.0003516451,0.001556833,0.02329514],"category_scores_gemma":[0.001140155,0.0002467609,0.0001493309,0.0009407305,0.002717002,0.001813706,0.001027186,0.001238161,0.002381304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009649835,"about_ca_system_score_gemma":0.00743127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1962034,"about_ca_topic_score_gemma":0.2877172,"domain_scores_codex":[0.9989594,0.0002786967,0.00002073961,0.00007399122,0.000380914,0.0002862259],"domain_scores_gemma":[0.9993498,0.0001369194,0.00002913242,0.00003259349,0.0001618701,0.0002896704],"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":[0.00008548702,0.0001178156,0.006638431,0.0001110295,0.00001019974,0.009509956,0.01519568,0.006805085,0.002614469,0.6784072,0.2171966,0.06330811],"study_design_scores_gemma":[0.00003555233,0.00007900819,0.002953872,0.0000797601,0.00000852106,0.001358457,0.009993401,0.005911997,0.00180699,0.02385161,0.9538956,0.00002525533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.074391,0.001264021,0.009534971,0.02276911,0.0003143438,0.00007310074,0.00007842497,0.0002086681,0.8913665],"genre_scores_gemma":[0.6711886,0.001357777,0.003822213,0.001143131,0.0000753975,0.00004111467,0.00007108613,0.00006836554,0.3222323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1962034,"threshold_uncertainty_score":0.3901228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124498148","doi":"","title":"A New Necessary Condition for Implementation in Iteratively Undominated Strategies","year":2010,"lang":"en","type":"preprint","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Incentive compatibility; Computer science; Social choice theory; Mathematical economics; Numéraire; Incentive; Deception; Function (biology); Term (time); Mathematical optimization; Microeconomics; Economics; Mathematics","authors":[{"name":"Takashi Kunimoto","is_ca":true},{"name":"Roberto Serrano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02850213601779774,"gpt":0.3221686553027946,"spread":0.2936665192849969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01409098,0.001308155,0.002638451,0.001503919,0.001865936,0.004942214,0.003345512,0.006352852,0.01477989],"category_scores_gemma":[0.10359,0.00171404,0.00320598,0.001167007,0.006603358,0.01434923,0.006143318,0.008026492,0.002547478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985033,"about_ca_system_score_gemma":0.006836758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008692319,"about_ca_topic_score_gemma":0.0006537451,"domain_scores_codex":[0.9779006,0.007438985,0.003446866,0.003842551,0.004413143,0.002957798],"domain_scores_gemma":[0.8684872,0.08132671,0.01377891,0.01981689,0.01265966,0.003930611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002085571,0.0003919645,0.002148177,0.0003765067,0.00009670191,0.0003121633,0.0007121963,0.007838095,0.007269974,0.9627277,0.002022382,0.01589573],"study_design_scores_gemma":[0.0003004624,0.0004334704,0.001393848,0.0002082576,0.00008637874,0.0004192917,0.0003084539,0.06500886,0.009310892,0.9183017,0.004134123,0.00009428204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1263768,0.0002760551,0.8058284,0.004598055,0.0001831965,0.001107842,0.000860435,0.001107577,0.05966171],"genre_scores_gemma":[0.7614788,0.0004221544,0.2270384,0.00116541,0.0001650288,0.002407469,0.0007265419,0.0003230642,0.006273237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01477989,"threshold_uncertainty_score":0.07452112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200507705","doi":"","title":"Improving tool support for software reverse engineering in a security context","year":2013,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada; University of Victoria","funders":"","keywords":"Reverse engineering; Computer science; Software engineering; Context (archaeology); Process (computing); Cyberspace; Visualization; Computer security; Encryption; Data science; World Wide Web; The Internet","authors":[{"name":"Brendan Cleary","is_ca":true},{"name":"Christoph Treude","is_ca":true},{"name":"FF Filho","is_ca":true},{"name":"MA Storey","is_ca":true},{"name":"Martin Salois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00753601511225636,"gpt":0.1888983683279344,"spread":0.181362353215678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004611224,0.001701752,0.0007997978,0.002120519,0.000619463,0.003268426,0.002933389,0.001974553,0.003329028],"category_scores_gemma":[0.03262313,0.001092626,0.0009857598,0.001204567,0.0005013639,0.006686463,0.002758042,0.002787293,0.002143261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004081242,"about_ca_system_score_gemma":0.002151784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252132,"about_ca_topic_score_gemma":0.003049731,"domain_scores_codex":[0.9938062,0.001635019,0.0006818526,0.0009774383,0.002169605,0.0007299781],"domain_scores_gemma":[0.9654855,0.01425195,0.002322235,0.01156974,0.005616731,0.0007537978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001075089,0.002659588,0.02479682,0.0008404054,0.0002355955,0.001225439,0.001996203,0.02386159,0.1567401,0.004478163,0.009337256,0.7727537],"study_design_scores_gemma":[0.000392053,0.001975902,0.0137384,0.0005138428,0.0005418229,0.001236578,0.001262596,0.6689581,0.2557112,0.00992169,0.04547024,0.0002775127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3697058,0.0009802481,0.4924964,0.001004147,0.0001802055,0.0006801724,0.0004943166,0.1262508,0.008207888],"genre_scores_gemma":[0.6453199,0.0002988144,0.3466098,0.0003228112,0.00004793072,0.0001370566,0.001201992,0.003201088,0.002860554],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004611224,"threshold_uncertainty_score":0.02438676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7039035722","doi":"","title":"Leases as subdivisions of land : A comparative analysis of Singapore, New South Wales &amp; British Columbia","year":2024,"lang":"en","type":"article","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subdivision; Lease; Zoning; Estate; Real estate; Easement; Estate planning; Demise; Land tenure","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02473787122168737,"gpt":0.2439152650831485,"spread":0.2191773938614612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007646759,0.0002066078,0.0004492619,0.00371609,0.005364148,0.004889165,0.001007911,0.0005517679,0.008083382],"category_scores_gemma":[0.003756095,0.0002505658,0.0002764856,0.01319425,0.002963433,0.001600993,0.002630437,0.001198706,0.0005546155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03687503,"about_ca_system_score_gemma":0.02290719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9522106,"about_ca_topic_score_gemma":0.9928377,"domain_scores_codex":[0.997876,0.0003195164,0.0001082172,0.0001630114,0.0008621228,0.0006711095],"domain_scores_gemma":[0.9967322,0.0005222083,0.0004520066,0.0001131282,0.001486659,0.0006937258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004899947,0.0002863699,0.5962281,0.0007891008,0.0002911354,0.008496589,0.2171536,0.001483073,0.003638893,0.04812859,0.0186355,0.1043791],"study_design_scores_gemma":[0.00001185749,0.00005900823,0.7222427,0.0002865598,0.00005655684,0.0004321003,0.2285649,0.0005770806,0.0002986375,0.0006434537,0.04677216,0.00005509133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939472,0.001333609,0.00009038345,0.0007350873,0.00001275651,0.00003352615,0.0003162292,0.000005694292,0.05800069],"genre_scores_gemma":[0.9875339,0.001049527,0.00007541424,0.0001960764,0.000001880783,0.00001884207,0.0002570914,0.000009022567,0.01085833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04778939,"threshold_uncertainty_score":0.2675483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111743270","doi":"","title":"HCI in Business, Government, and Organizations: eCommerce and Innovation: Third International Conference, HCIBGO 2016, Toronto, Canada, July 17-22: Proceedings, Part I","year":2016,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Focus (optics); Feature (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01110481816266512,"gpt":0.2044376597872062,"spread":0.1933328416245411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00579191,0.001426807,0.0008979603,0.004453815,0.002493267,0.01616048,0.00146218,0.003680563,0.09076759],"category_scores_gemma":[0.004467349,0.0006493999,0.0004381483,0.007292978,0.003965185,0.008611891,0.005085318,0.002637796,0.03230646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005532669,"about_ca_system_score_gemma":0.01434552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06888502,"about_ca_topic_score_gemma":0.1360865,"domain_scores_codex":[0.9977805,0.0005839705,0.0001314821,0.0002774404,0.0009560187,0.0002706083],"domain_scores_gemma":[0.9936109,0.001655153,0.0001447228,0.0006173463,0.001930646,0.002041075],"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":[0.0000737603,0.00009016933,0.001584958,0.0006843193,0.0000154795,0.0001108278,0.003469445,0.0001757955,0.001168306,0.01478437,0.6677482,0.3100944],"study_design_scores_gemma":[0.00001740512,0.00003217053,0.00345229,0.0007381617,0.00001718729,0.0001827631,0.002677371,0.0004159876,0.0009779178,0.005865552,0.9856011,0.00002191786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01263286,0.1331449,0.03136854,0.05602579,0.01162441,0.0004869836,0.003875209,0.009936033,0.7409052],"genre_scores_gemma":[0.03021244,0.04390528,0.009270346,0.001817882,0.002136681,0.0002138062,0.0033407,0.00202031,0.9070825],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09076759,"threshold_uncertainty_score":0.3036478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}