{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":46,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":46,"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":"bf87729ff4c4","filters":{"venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)"}},"results":[{"id":"W1539706247","doi":"","title":"Smart Recommendation for an Evolving E-Learning System: Architecture and Experiment","year":2005,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Architecture; Computer science; Computer architecture; Human–computer interaction; Multimedia; Art; Visual arts","authors":[{"name":"Tiffany Y. Tang","is_ca":false},{"name":"Gordon McCalla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04973221674434421,"gpt":0.3061046728603961,"spread":0.2563724561160519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002137999,0.0003814501,0.0008390105,0.0003488426,0.0005266091,0.0007872442,0.001489105,0.001319701,0.002513433],"category_scores_gemma":[0.003822542,0.0003152415,0.0004141757,0.0004944392,0.0003506543,0.001808643,0.0004917413,0.0008578176,0.0009289401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007761347,"about_ca_system_score_gemma":0.0006497912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246353,"about_ca_topic_score_gemma":0.006496937,"domain_scores_codex":[0.9991174,0.0003163069,0.00008153367,0.0001909772,0.0002273188,0.00006637554],"domain_scores_gemma":[0.9978259,0.0007483493,0.00007270151,0.0004520561,0.0006846268,0.0002162918],"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":[0.002399285,0.004781128,0.02522875,0.0006998632,0.0004414782,0.0006717943,0.0009446536,0.4030659,0.08882256,0.008806482,0.005400946,0.4587372],"study_design_scores_gemma":[0.0002036121,0.001562483,0.003202181,0.0000108988,0.00007566936,0.0001273446,0.00008025364,0.9717586,0.0196347,0.0007728155,0.002534004,0.00003735802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7993688,0.000317,0.1889961,0.0004304614,0.0001261452,0.0007928231,0.0002080188,0.005528515,0.004232077],"genre_scores_gemma":[0.7758564,0.0002346608,0.2188526,0.0001187661,0.00002003862,0.0002977829,0.0003192614,0.00007836404,0.004222157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246353,"threshold_uncertainty_score":0.024782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2599621596","doi":"","title":"Immersed finite element methods for elliptic interface problems with non-homogeneous jump conditions","year":2011,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Hong Kong Polytechnic University; National Science Foundation","keywords":"Jump; Finite element method; Homogeneous; Mathematics; Interface (matter); Mathematical analysis; Mechanics; Physics; Thermodynamics; Bubble","authors":[{"name":"Xiaoming He","is_ca":false},{"name":"Tao Lin","is_ca":false},{"name":"Yanping Lin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09298695118588143,"gpt":0.3674681933116675,"spread":0.2744812421257861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460551,0.001543846,0.001783273,0.001253371,0.0005802651,0.001554549,0.003034143,0.003686311,0.005238195],"category_scores_gemma":[0.004882145,0.0009817147,0.001657639,0.0006807217,0.001935164,0.002166724,0.003155071,0.003002941,0.00114121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008363764,"about_ca_system_score_gemma":0.001343123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600091,"about_ca_topic_score_gemma":0.002763552,"domain_scores_codex":[0.9993429,0.0002159521,0.00005116302,0.00009400929,0.0002456345,0.00005042408],"domain_scores_gemma":[0.998128,0.001083576,0.0001311202,0.0001377673,0.0003990884,0.0001204544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004677063,0.0004299658,0.001388915,0.0009973566,0.0002578802,0.0003768857,0.0007078667,0.6962118,0.03069198,0.1378054,0.004825043,0.1258391],"study_design_scores_gemma":[0.00003443674,0.0000266929,0.00005163793,0.00002137869,0.00001012098,0.00002530865,0.00002636059,0.9880046,0.001229212,0.008167063,0.002388349,0.00001472463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01077883,0.0005912572,0.9832914,0.0002318789,0.0002876802,0.0001123317,0.0000896924,0.0001769089,0.004439942],"genre_scores_gemma":[0.2171289,0.0008849957,0.7574155,0.0003402149,0.0002614425,0.0006808454,0.0006483461,0.0007657871,0.02187406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005238195,"threshold_uncertainty_score":0.01752353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134861469","doi":"10.1287/mnsc.2020.3887","title":"Valuation of New Trademarks","year":2021,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Taiwan University; Fudan University; York University; George Washington University; New York University Shanghai; University of Dayton; Washington University in St. Louis; Canadian Intensive Care Foundation; University of South Carolina","keywords":"Valuation (finance); Business; Trademark; Commerce; Industrial organization; Actuarial science; Accounting; Computer science","authors":[{"name":"Po‐Hsuan Hsu","is_ca":false},{"name":"Dongmei Li","is_ca":false},{"name":"Qin Li","is_ca":false},{"name":"Siew Hong Teoh","is_ca":false},{"name":"Kevin Tseng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1035057160065692,"gpt":0.290450821274049,"spread":0.1869451052674798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001599415,0.000282362,0.000280616,0.002300744,0.0003049806,0.005579872,0.0004391573,0.0008081179,0.01240078],"category_scores_gemma":[0.006278652,0.0001411658,0.0003596475,0.001612219,0.0004761045,0.004465064,0.0005623325,0.0005897083,0.001206206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185196,"about_ca_system_score_gemma":0.0005899955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009753022,"about_ca_topic_score_gemma":0.001419517,"domain_scores_codex":[0.9988489,0.0002525159,0.0000484658,0.00008630772,0.0006875132,0.00007623665],"domain_scores_gemma":[0.9958714,0.001884842,0.0005388344,0.0004618676,0.0008689763,0.0003740912],"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":[0.002298125,0.0009412885,0.07649619,0.0004644062,0.0001555513,0.001963753,0.0008512364,0.04203036,0.03567408,0.2674407,0.0171873,0.5544969],"study_design_scores_gemma":[0.0002163716,0.001868202,0.1800155,0.0006843644,0.0002459993,0.002209753,0.003176103,0.3060929,0.04560616,0.2043394,0.2553175,0.0002278083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5974119,0.005074021,0.01720759,0.0009571204,0.000370549,0.0001285914,0.00197467,0.0001573385,0.3767182],"genre_scores_gemma":[0.9646921,0.0009212246,0.001781851,0.00002481653,0.0001193578,0.00001297023,0.0005619787,0.00002252239,0.03186326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240078,"threshold_uncertainty_score":0.04148471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737830497","doi":"","title":"A new energy-conserved S-FDTD scheme for Maxwell's equations in metamaterials","year":2013,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; York University","funders":"","keywords":"Maxwell's equations; Finite-difference time-domain method; Metamaterial; Scheme (mathematics); Physics; Energy (signal processing); Mathematics; Classical mechanics; Mathematical analysis; Applied mathematics; Optics; Quantum mechanics","authors":[{"name":"Wan‐Shan Li","is_ca":false},{"name":"Dong Liang","is_ca":true},{"name":"Yanping Lin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05139085123146411,"gpt":0.2949651649919913,"spread":0.2435743137605272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003631813,0.0002432676,0.0002592452,0.0002698836,0.0002745892,0.0003299224,0.0008644724,0.0006067739,0.001675947],"category_scores_gemma":[0.0006787356,0.0001777114,0.000403605,0.0003023029,0.0003882126,0.0009177751,0.0005344287,0.0005448943,0.0003835093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004606513,"about_ca_system_score_gemma":0.0006933986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205382,"about_ca_topic_score_gemma":0.001364203,"domain_scores_codex":[0.9998583,0.00003048993,0.00001351964,0.0000161795,0.00007154037,0.0000100371],"domain_scores_gemma":[0.9998123,0.0000546956,0.00002020521,0.00004638605,0.00005184237,0.0000145205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001738828,0.0001334783,0.001951935,0.0003961131,0.00004573822,0.0004772847,0.0004684622,0.2615996,0.1858966,0.3358393,0.004833241,0.2081844],"study_design_scores_gemma":[0.00002838585,0.00002957901,0.0001594987,0.00001522364,0.000006416932,0.0001086555,0.000016401,0.9727476,0.00973023,0.007661298,0.009481744,0.00001495882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00762194,0.00009520232,0.9894993,0.0001097404,0.00007390827,0.00003602592,0.00003758621,0.0001289768,0.002397357],"genre_scores_gemma":[0.1663281,0.0002690092,0.8276644,0.0001252099,0.00003024473,0.0001249034,0.0001241633,0.00007417223,0.005259836],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001675947,"threshold_uncertainty_score":0.005606532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047544211","doi":"","title":"The effects of a Rho-associated protein kinase (ROCK) inhibitor (Y39983) on human trabecular meshwork cells – a morphological and proteomic study","year":2019,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","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":"Trabecular meshwork; Cell biology; Chemistry; Rho-associated protein kinase; Kinase; Rho kinase inhibitor; Biology; Medicine; Ophthalmology; Glaucoma","authors":[{"name":"Sze Wan Shan","is_ca":false},{"name":"Thomas Chuen Lam","is_ca":false},{"name":"W. Daniel Stamer","is_ca":false},{"name":"Hoi Lam Li","is_ca":false},{"name":"Chi Wai","is_ca":false},{"name":"Chi Ho To","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01565089740102336,"gpt":0.2683871529076807,"spread":0.2527362555066573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001417232,0.0001561855,0.000263279,0.0002453082,0.0003678984,0.0002497897,0.0001543694,0.0002627862,0.00133403],"category_scores_gemma":[0.0001361539,0.0001660467,0.0004536752,0.0003862029,0.0002045816,0.0002031715,0.0001165237,0.0002994961,0.000486931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351583,"about_ca_system_score_gemma":0.0003607497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003452372,"about_ca_topic_score_gemma":0.004470493,"domain_scores_codex":[0.9998572,0.00002165062,0.00001326168,0.00002698156,0.00004001437,0.00004092162],"domain_scores_gemma":[0.9999398,0.00001786328,0.000008664172,0.000008657252,0.00001252274,0.00001243827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009057148,0.0001144859,0.0008229943,0.00005765718,0.0000161489,0.0001760703,0.00004941077,0.00006672933,0.9953743,0.00005277808,0.0002064462,0.002157355],"study_design_scores_gemma":[0.0003527598,0.002357174,0.1255203,0.0000174668,0.0001343116,0.001336413,0.0004700552,0.001792138,0.8607315,0.000140037,0.007124192,0.00002354698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941731,0.001733096,0.0006937252,0.0001898959,0.00006529179,0.00003778885,0.0007455916,0.00001987305,0.002341619],"genre_scores_gemma":[0.9914286,0.002015873,0.001508233,0.0001209244,0.00003521006,0.00008467408,0.001616789,0.00001468897,0.003175124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003452372,"threshold_uncertainty_score":0.006864548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3142558190","doi":"","title":"Numerical Test Using Ring Specimen as Medium to Determine Indirect Tensile Strength of Rock","year":2004,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Ultimate tensile strength; Materials science; Tensile testing; Composite material; Structural engineering; Ring (chemistry); Geotechnical engineering; Test (biology); Geology; Engineering; Chemistry","authors":[{"name":"Wancheng Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04534164180772894,"gpt":0.2723974376554417,"spread":0.2270557958477127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107678,0.0003398453,0.0003217297,0.0006171325,0.0004160719,0.0001444431,0.0005771335,0.0004435198,0.003655474],"category_scores_gemma":[0.001428895,0.0002086826,0.0002400704,0.0003731317,0.0004753484,0.0003480991,0.0005085054,0.0003081482,0.000448049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060208,"about_ca_system_score_gemma":0.000309328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008155241,"about_ca_topic_score_gemma":0.001810058,"domain_scores_codex":[0.9995402,0.00004553894,0.00003037264,0.000072607,0.0002670088,0.00004421411],"domain_scores_gemma":[0.9984514,0.0005195545,0.0001558485,0.0003110352,0.0004398459,0.0001223963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000368545,0.0001339258,0.005469654,0.0001580714,0.00002251614,0.0003043136,0.0002410048,0.01109331,0.9635823,0.00153136,0.0005939815,0.01650108],"study_design_scores_gemma":[0.00006655663,0.002431008,0.01922644,0.00002571351,0.00004828112,0.0005657998,0.0003260059,0.1202734,0.8541234,0.0005344556,0.002323859,0.00005507476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582476,0.0001137817,0.03465635,0.00009413627,0.00005157214,0.0001019341,0.0003729845,0.000326451,0.006035185],"genre_scores_gemma":[0.9679887,0.00008390242,0.02895735,0.00002338956,0.000006030044,0.00008360035,0.0002005204,0.00003420353,0.002622365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003655474,"threshold_uncertainty_score":0.01222873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2466257900","doi":"","title":"Timed egress requirements for transit and passenger rail station evacuation as described in NFPA 130","year":2006,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Evacuation and Crowd Dynamics","field":"Engineering","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":"Transit (satellite); Transport engineering; Environmental science; Aeronautics; Automotive engineering; Computer science; Engineering; Public transport","authors":[{"name":"Robert C. Till","is_ca":false},{"name":"W. K. Chow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03661973741688961,"gpt":0.2879011283745655,"spread":0.2512813909576759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298566,0.0005493517,0.0004319987,0.001086609,0.001002302,0.0007911341,0.0008039066,0.0003923343,0.00827652],"category_scores_gemma":[0.004714009,0.0002752222,0.0004411856,0.0004035969,0.0001173874,0.000581231,0.0005446012,0.0004010315,0.001320534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186901,"about_ca_system_score_gemma":0.001734415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02292781,"about_ca_topic_score_gemma":0.03761847,"domain_scores_codex":[0.9988468,0.0001852618,0.00009690649,0.00007967472,0.0006071368,0.0001841463],"domain_scores_gemma":[0.9978384,0.0007004291,0.0001707534,0.0001032413,0.001019429,0.0001677749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01123896,0.001934487,0.09739207,0.001133268,0.0001982767,0.001821642,0.003284092,0.3853857,0.1300741,0.02494849,0.06978561,0.2728034],"study_design_scores_gemma":[0.0004477325,0.002701675,0.2966281,0.0003118025,0.0003319881,0.001729197,0.005606125,0.5334827,0.05578701,0.006134606,0.09651025,0.000328727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8492388,0.0004649077,0.05433935,0.0005307403,0.0003107067,0.0009965731,0.009975225,0.001644699,0.08249895],"genre_scores_gemma":[0.9794896,0.00008888041,0.007208027,0.00003916876,0.0000179197,0.0001697826,0.005724664,0.00009337159,0.007168695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02292781,"threshold_uncertainty_score":0.04558873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W204654408","doi":"","title":"A comparative study of standard contract conditions for energy performance contracting in Australia, Canada and the United States","year":2014,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Energy Efficiency and Management","field":"Energy","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":"Economics; Business","authors":[{"name":"Tsun-ip Patrick Lam","is_ca":false},{"name":"Pan Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04295873573868776,"gpt":0.3036951623619271,"spread":0.2607364266232393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008620774,0.0001255612,0.0003711651,0.001506159,0.003412038,0.003308904,0.0009935409,0.000654989,0.003844304],"category_scores_gemma":[0.0427214,0.0002116301,0.0002767071,0.002785952,0.001753477,0.001114187,0.001168364,0.001077326,0.0001676743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02804252,"about_ca_system_score_gemma":0.04708676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8731865,"about_ca_topic_score_gemma":0.9352516,"domain_scores_codex":[0.9920843,0.001892922,0.0004921822,0.0002967649,0.003386767,0.001847109],"domain_scores_gemma":[0.9559114,0.01841921,0.004182596,0.001260316,0.01508355,0.005142986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002015885,0.00166577,0.8205402,0.0003618035,0.0002112828,0.0005186922,0.01586072,0.005851181,0.001304259,0.04587208,0.01502603,0.09077206],"study_design_scores_gemma":[0.00006198658,0.0002454993,0.9726132,0.0001082618,0.00003630319,0.0000575359,0.01666871,0.002082551,0.0002880686,0.0007751644,0.007030031,0.0000326607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748152,0.0005751743,0.0002996583,0.0006781795,0.00002256302,0.0001384916,0.0004253446,0.00001202524,0.02303328],"genre_scores_gemma":[0.9980861,0.0001582808,0.0001862248,0.0001108628,0.000003581257,0.00003377001,0.0002255068,0.000005243754,0.001190576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268135,"threshold_uncertainty_score":0.2551206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2382093081","doi":"","title":"New mixed boundary true triaxial loading device for testing study on 3-D stress-strain-strength behaviour of geomaterials","year":2010,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Geotechnical engineering; Triaxial shear test; Structural engineering; Stress (linguistics); Finite element method; Boundary (topology); Stress–strain curve; Materials science; Engineering; Composite material; Mathematics; Shear (geology)","authors":[{"name":"Jian‐Hua Yin","is_ca":false},{"name":"Wan‐Huan Zhou","is_ca":false},{"name":"Md. Kumruzzaman","is_ca":false},{"name":"CM Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04187502727410812,"gpt":0.2823067125721979,"spread":0.2404316852980898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005534833,0.0007789684,0.0005748823,0.0008645609,0.0005141995,0.0005453289,0.001490102,0.0009107848,0.007426155],"category_scores_gemma":[0.0006443869,0.0006494886,0.0002483643,0.0005873218,0.0005708408,0.001213791,0.0008913611,0.0004970593,0.001457644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313409,"about_ca_system_score_gemma":0.0004429233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004777985,"about_ca_topic_score_gemma":0.002011286,"domain_scores_codex":[0.9991205,0.00008102103,0.00006661939,0.0002417852,0.0004307002,0.00005934345],"domain_scores_gemma":[0.9988476,0.0002058316,0.0001621215,0.0003448961,0.0003668422,0.0000725751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001912952,0.0001127405,0.001457014,0.0001088433,0.000008801442,0.00007759808,0.0001573471,0.001062071,0.9804129,0.0009745311,0.0006614861,0.0147753],"study_design_scores_gemma":[0.00008701867,0.000962182,0.01437699,0.0000317321,0.00006330688,0.0005143499,0.0002298642,0.0527085,0.9218455,0.0004421981,0.008645268,0.0000929906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.611736,0.0004768265,0.3684171,0.0002831779,0.0002435626,0.000283089,0.002408494,0.003678082,0.01247366],"genre_scores_gemma":[0.7755885,0.000179216,0.2153164,0.0001289358,0.00004326427,0.0005449192,0.001355874,0.0002725438,0.00657032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007426155,"threshold_uncertainty_score":0.02484292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2615398508","doi":"","title":"Crack Growth And Coalescence Mechanism In Granite Material Containing Two Surface Flaws Under Uniaxial Compression","year":2010,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Coalescence (physics); Geology; Compression (physics); Geotechnical engineering; Materials science; Mineralogy; Composite material","authors":[{"name":"Peng-Fei Yin","is_ca":false},{"name":"R.H.C. Wong","is_ca":false},{"name":"K.T. Chau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02475258896270919,"gpt":0.2577266865572993,"spread":0.2329740975945901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001889577,0.0002138427,0.0002829835,0.0004319295,0.0003638972,0.0004968681,0.0004449439,0.0004703574,0.001700995],"category_scores_gemma":[0.0005582349,0.0003181499,0.0001475754,0.000244967,0.0006188502,0.0003746738,0.0002825042,0.0003366861,0.0001750175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004116897,"about_ca_system_score_gemma":0.0003729665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616638,"about_ca_topic_score_gemma":0.004307941,"domain_scores_codex":[0.9998974,0.000006468612,0.000004741957,0.00002295353,0.00003859184,0.0000297848],"domain_scores_gemma":[0.9996359,0.0001175217,0.00008323087,0.00003000867,0.00008606681,0.00004735528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002169581,0.0001392412,0.009555288,0.0001292191,0.00002281314,0.000870091,0.0003756974,0.02164324,0.9574934,0.001186308,0.0004562202,0.005958965],"study_design_scores_gemma":[0.0002648934,0.0008055425,0.07760691,0.0000344637,0.00007414084,0.0005844533,0.0009103165,0.3583007,0.5593409,0.0008802234,0.001123789,0.00007361896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988739,0.00008067292,0.0003804726,0.00002767689,0.000005363323,0.000005484362,0.00004648482,0.0000258009,0.0005540727],"genre_scores_gemma":[0.9995478,0.00001877476,0.0001395099,0.000003083286,0.000001111221,0.000002415695,0.00002544107,0.00000391104,0.0002579363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003616638,"threshold_uncertainty_score":0.007191181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W204997851","doi":"","title":"Astigmatism and eye shape","year":2009,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Astigmatism; Computer science; Optometry; Optics; Physics; Medicine","authors":[{"name":"Bob Zhang","is_ca":true},{"name":"Jane You","is_ca":false},{"name":"Fakhri Karray","is_ca":true},{"name":"Chea‐su Kee","is_ca":false},{"name":"Qin Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05781611102787347,"gpt":0.3249337910146636,"spread":0.2671176799867901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004464996,0.0002523828,0.0001946464,0.001336031,0.0003102547,0.000959709,0.0002464445,0.0003596739,0.004319866],"category_scores_gemma":[0.002780878,0.0002364632,0.0003617209,0.0009227361,0.000627101,0.0005658069,0.000448623,0.0004272572,0.0006349661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140835,"about_ca_system_score_gemma":0.0006978734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006735432,"about_ca_topic_score_gemma":0.008199345,"domain_scores_codex":[0.9997503,0.0000809156,0.00001965319,0.00004241885,0.00007161127,0.00003502779],"domain_scores_gemma":[0.9978503,0.0006228001,0.0007219209,0.0002136102,0.0003168047,0.0002745689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007030662,0.0003146682,0.8642418,0.000142468,0.0002781419,0.001324617,0.0009579169,0.00181257,0.04774202,0.004095916,0.00150118,0.07055806],"study_design_scores_gemma":[0.00002795302,0.0001616175,0.9955935,0.000009313033,0.00003698893,0.0007577669,0.0001868127,0.0007681937,0.001159638,0.0008585424,0.0004245645,0.00001509776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898414,0.001264829,0.0005419464,0.0001386128,0.00003020875,0.00001458944,0.0003005259,0.00001866977,0.007849125],"genre_scores_gemma":[0.9977825,0.0002653824,0.0001029158,0.00003081508,0.00001191883,0.000004093889,0.00008044902,0.00001046023,0.001711401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006735432,"threshold_uncertainty_score":0.01445144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2512405545","doi":"","title":"The Local Web Buckling Strength of Stiffened Coped Steel I-Beams","year":2007,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Structural Load-Bearing Analysis","field":"Engineering","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 Alberta","funders":"","keywords":"Buckling; Distortion (music); Flange; Beam (structure); Structural engineering; Parametric statistics; Computer science; Materials science; Engineering; Mathematics; Telecommunications; Statistics","authors":[{"name":"Michael C.H. Yam","is_ca":false},{"name":"Chi Chiu Lam","is_ca":false},{"name":"Feng Wei","is_ca":true},{"name":"K.F. Chung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01973330277150324,"gpt":0.256558547179452,"spread":0.2368252444079487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004704406,0.0003433611,0.0002138924,0.0008581292,0.0001502046,0.0002311315,0.0004311526,0.0004319989,0.002168612],"category_scores_gemma":[0.0005022809,0.0002253508,0.0003160498,0.0003821618,0.0004039509,0.0002750629,0.0003275346,0.0002600178,0.0004517415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002782426,"about_ca_system_score_gemma":0.0001806903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009933179,"about_ca_topic_score_gemma":0.001912793,"domain_scores_codex":[0.9997345,0.00001755478,0.00001694756,0.00004362271,0.0001534897,0.00003386829],"domain_scores_gemma":[0.9995008,0.0001295601,0.0001258915,0.00004831965,0.0001371878,0.00005828078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003860751,0.00004331535,0.01471887,0.0003224419,0.00005130059,0.0003574005,0.0002438764,0.04013459,0.9175217,0.0007716788,0.0003171913,0.02513151],"study_design_scores_gemma":[0.00005458997,0.002091266,0.1832716,0.0002325737,0.0001102425,0.0004932958,0.0007531683,0.1332756,0.6754478,0.0007364455,0.003362529,0.0001710147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871793,0.0003755368,0.008669324,0.00002225473,0.00001268334,0.00001759519,0.0002188574,0.00005451206,0.003449973],"genre_scores_gemma":[0.996967,0.000136631,0.001451929,0.00001544507,0.000002174784,0.0000131156,0.0001153209,0.000005872321,0.001292585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002168612,"threshold_uncertainty_score":0.007254779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185755850","doi":"10.26051/0d-w60n-69na","title":"Mega morphologies of 21st century landscapes; the characteristics of an inverted-exterior city form","year":2021,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Urban Design and Spatial Analysis","field":"Engineering","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":"Mega-; Geography; Megacity; Geology; Physics; Biology; Astronomy; Ecology","authors":[{"name":"Gerhard Bruyns","is_ca":false},{"name":"Darren Nel","is_ca":false},{"name":"Yixuan Peng","is_ca":false},{"name":"Chrispher D. Higgins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02969797400859103,"gpt":0.2410962809930014,"spread":0.2113983069844103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001831527,0.0001440089,0.0001581877,0.001053538,0.001185351,0.003689299,0.0003338967,0.0002736324,0.004911456],"category_scores_gemma":[0.002300126,0.0002099682,0.000171795,0.001528155,0.002745068,0.001121026,0.001522043,0.0003764629,0.0002816718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735275,"about_ca_system_score_gemma":0.0003285391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250133,"about_ca_topic_score_gemma":0.007544574,"domain_scores_codex":[0.9997855,0.00006567973,0.00001041845,0.00004599159,0.00005469523,0.00003775337],"domain_scores_gemma":[0.9992889,0.0001803103,0.0001386569,0.0001290926,0.0001322745,0.0001308165],"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":[0.0001154012,0.00003343845,0.09141284,0.00006413118,0.0000167057,0.0005652267,0.009353916,0.004469405,0.003006955,0.8392666,0.00304389,0.04865149],"study_design_scores_gemma":[0.00004018514,0.0001474712,0.4302693,0.0001023295,0.00004837227,0.005159996,0.02666999,0.03726124,0.001984238,0.3829331,0.115303,0.00008058512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8957998,0.0003488612,0.01454309,0.0003218298,0.00001825117,0.00003456218,0.0001751028,0.00005627186,0.08870221],"genre_scores_gemma":[0.9941676,0.00006605916,0.002827037,0.00001467415,0.000006314544,0.00001082188,0.00006791553,0.00003540482,0.002804277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004911456,"threshold_uncertainty_score":0.01643044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185794912","doi":"10.26051/0d-0gwn-jt31","title":"Measuring mixed-use intensity in volumetric cities: density and interaction","year":2021,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","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":"Intensity (physics); Environmental science; Physics; Optics","authors":[{"name":"Chrispher D. Higgins","is_ca":true},{"name":"Darren Nel","is_ca":false},{"name":"Gerhard Bruyns","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1090145115807567,"gpt":0.3189548161095923,"spread":0.2099403045288356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033403,0.0003706315,0.000428276,0.003160963,0.0005165649,0.002473812,0.0009075025,0.0005216107,0.003044784],"category_scores_gemma":[0.007142181,0.0004043751,0.0006596213,0.005207954,0.0004513554,0.001132189,0.002352146,0.0003901509,0.0006786499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007738537,"about_ca_system_score_gemma":0.0004887054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01974024,"about_ca_topic_score_gemma":0.03286992,"domain_scores_codex":[0.9987469,0.0006045109,0.00009668283,0.0001596358,0.0002728786,0.0001193821],"domain_scores_gemma":[0.9969536,0.001505534,0.000508032,0.0002233386,0.000623939,0.0001855296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001010169,0.00006831171,0.9830896,0.00003780681,0.0001487265,0.00001541812,0.001401005,0.000830137,0.0004554342,0.0004537551,0.0003004907,0.01309832],"study_design_scores_gemma":[0.000005624964,0.00005635201,0.9861193,0.00002770154,0.00008482568,0.00007577411,0.004154423,0.007451878,0.0006029074,0.0006288232,0.0007683203,0.00002409365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935009,0.000097013,0.00303836,0.00005032037,0.000004976868,0.00003281505,0.001068961,0.00003129532,0.002175454],"genre_scores_gemma":[0.996587,0.00005002577,0.002054372,0.000009326327,0.000005759433,0.00007717421,0.0007838837,0.00001260821,0.0004198273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01974024,"threshold_uncertainty_score":0.03925067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2217675058","doi":"","title":"Recruitment of elderly patients for research and data collection : experiences with a Hong Kong Chinese sample","year":2005,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Hong Kong Polytechnic University; Federation for the Humanities and Social Sciences","keywords":"Sample (material); Data collection; Geography; Medicine; History; Gerontology; Psychology; Sociology; Social science","authors":[{"name":"Iol Wong","is_ca":false},{"name":"Kam-yuk Claudia Lai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5684544185865568,"gpt":0.5460291088453936,"spread":0.02242530974116319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01058943,0.0004070639,0.000724291,0.0006207195,0.007880419,0.002913941,0.0009388626,0.0007888211,0.003091261],"category_scores_gemma":[0.01298981,0.0004846943,0.0003163003,0.001380251,0.002309381,0.001368743,0.003120431,0.001204893,0.0005824215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003945797,"about_ca_system_score_gemma":0.01414179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1102945,"about_ca_topic_score_gemma":0.1543856,"domain_scores_codex":[0.9957235,0.002463829,0.0003896548,0.0001810479,0.0003402309,0.0009017268],"domain_scores_gemma":[0.9893528,0.003347628,0.001153832,0.0006143766,0.001849769,0.003681517],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006599411,0.001005773,0.2416253,0.0003116568,0.00004000175,0.004998098,0.7246962,0.00004832214,0.001638684,0.0003859732,0.004135696,0.02045444],"study_design_scores_gemma":[0.000140976,0.000898334,0.1326433,0.000201089,0.00006304508,0.001061367,0.8566408,0.0001293934,0.0004304293,0.0001416495,0.00760285,0.00004669367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967389,0.000247351,0.0001430526,0.001405498,0.00003399755,0.0003190972,0.00006458133,0.000003937447,0.001043751],"genre_scores_gemma":[0.9920393,0.0008375989,0.000498547,0.003457897,0.00003983963,0.0004474884,0.0001112489,0.0000122989,0.0025558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9894106,"threshold_uncertainty_score":0.219305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793098633","doi":"","title":"A new approach to robust human motion detection","year":2005,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Video Surveillance and Tracking Methods","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":"Concordia University","funders":"","keywords":"Computer science; Human motion; Artificial intelligence; Motion (physics); Computer vision","authors":[{"name":"Qin Li","is_ca":false},{"name":"Jane You","is_ca":false},{"name":"Prabir Bhattacharya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0922313296411679,"gpt":0.3229885855756792,"spread":0.2307572559345113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047272,0.001106591,0.001477285,0.001927045,0.0004244424,0.001284268,0.00191237,0.001399551,0.002348082],"category_scores_gemma":[0.002647188,0.0006107367,0.001307917,0.001012985,0.0008661564,0.002183748,0.001275241,0.001593978,0.001142067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006273569,"about_ca_system_score_gemma":0.0005360331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385578,"about_ca_topic_score_gemma":0.001099621,"domain_scores_codex":[0.9985226,0.0001688044,0.00007641362,0.0005254715,0.0006352375,0.00007145638],"domain_scores_gemma":[0.9990269,0.0002903201,0.0001201412,0.0002163113,0.0003109465,0.0000353396],"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":[0.0001302059,0.0001077683,0.0005776231,0.0002632714,0.0001954824,0.000158066,0.0001803532,0.0900003,0.08302557,0.06779698,0.004205571,0.7533588],"study_design_scores_gemma":[0.00002270752,0.0001240505,0.0006221238,0.00002963614,0.00007063682,0.0003425421,0.00002992415,0.9294747,0.02534214,0.0230711,0.02081038,0.00006013232],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006283481,0.00009787322,0.9985741,0.00003738964,0.00003005371,0.00001420646,0.00001476656,0.0001638471,0.0004393357],"genre_scores_gemma":[0.03446549,0.0003641361,0.9617169,0.0001181106,0.0001528149,0.00008399578,0.0001049215,0.000126848,0.002866678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002348082,"threshold_uncertainty_score":0.007855177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969124742","doi":"","title":"Chinese heritage language education in Canada current issues, challenges, and proposed teaching approaches","year":2016,"lang":"en","type":"dissertation","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","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":"Current (fluid); Heritage language; Mathematics education; Political science; Pedagogy; Engineering ethics; Sociology; Psychology; Engineering; Electrical engineering","authors":[{"name":"Hoi Yin Debby Lau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0497894366378138,"gpt":0.2983066269995517,"spread":0.2485171903617379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002969292,0.0004101183,0.0003525539,0.001910223,0.01286694,0.009592717,0.002866451,0.001510434,0.007527041],"category_scores_gemma":[0.003176947,0.0002122109,0.0003693739,0.004065233,0.00397558,0.002534123,0.00336011,0.002714155,0.0006358815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08402457,"about_ca_system_score_gemma":0.3707333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9654781,"about_ca_topic_score_gemma":0.9826961,"domain_scores_codex":[0.9977371,0.0003587822,0.00005238685,0.0001677143,0.0005393431,0.001144768],"domain_scores_gemma":[0.9937546,0.000391013,0.0001013938,0.00007441967,0.002408097,0.003270454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001315536,0.0005716234,0.02497377,0.003487502,0.00004984952,0.001885591,0.05338726,0.001375051,0.001302197,0.1797391,0.1909255,0.5421711],"study_design_scores_gemma":[0.00004671363,0.00008565118,0.02565234,0.004569723,0.00006903775,0.0004363545,0.2380178,0.001700395,0.001493233,0.0163344,0.7114847,0.0001097215],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1017031,0.1149856,0.005162006,0.5013118,0.002974054,0.0005615918,0.0007149655,0.0002349219,0.272352],"genre_scores_gemma":[0.7223838,0.1410582,0.02245079,0.01605948,0.0005594334,0.0004305796,0.0007866946,0.00006569466,0.09620535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08402457,"threshold_uncertainty_score":0.6096438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118296927","doi":"","title":"Palmprint authentication technologies, systems and applications","year":2004,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Biometric Identification and Security","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":"University of Waterloo","funders":"","keywords":"Biometrics; Computer science; Password; Robustness (evolution); Authentication (law); Process (computing); Artificial intelligence; Computer security; Computer vision","authors":[{"name":"Dapeng Zhang","is_ca":false},{"name":"Guangming Lu","is_ca":false},{"name":"Adams Wai‐Kin Kong","is_ca":true},{"name":"M. C. Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04342827606327832,"gpt":0.2816158555811532,"spread":0.2381875795178748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008928648,0.0006019578,0.0007629168,0.001988339,0.001050575,0.002473321,0.0007163996,0.001403379,0.03209326],"category_scores_gemma":[0.001584472,0.0005146798,0.0003137439,0.002621973,0.0007071717,0.002538188,0.0009979237,0.0007936841,0.01944965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007235752,"about_ca_system_score_gemma":0.001218585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029046,"about_ca_topic_score_gemma":0.002023888,"domain_scores_codex":[0.9991537,0.000118878,0.00006991425,0.0001050599,0.0004468996,0.0001055647],"domain_scores_gemma":[0.9990016,0.0001861891,0.00007714915,0.000310435,0.0003827771,0.00004189082],"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":[0.0003265695,0.0001224581,0.001442489,0.0003819518,0.00003330745,0.000282586,0.0001316326,0.001984098,0.07094594,0.01368037,0.02350585,0.8871627],"study_design_scores_gemma":[0.00006301737,0.0005946925,0.01660331,0.0002953772,0.0002016037,0.004629909,0.0003861158,0.05281077,0.2973574,0.01713678,0.6097437,0.0001773331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.06470089,0.03175635,0.7645004,0.001919406,0.002121797,0.0005927603,0.001583659,0.008221218,0.1246035],"genre_scores_gemma":[0.3498867,0.02628293,0.1512453,0.0005060813,0.0006989451,0.0004407635,0.002925068,0.0003873879,0.4676269],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03209326,"threshold_uncertainty_score":0.1073626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2760148150","doi":"","title":"Smoke extraction system requirement for basements and performance-based fire engineering approach","year":2003,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Arup Group (Canada)","funders":"","keywords":"Smoke; Extraction (chemistry); Environmental science; Fire safety; Engineering; Architectural engineering; Civil engineering; Waste management; Forensic engineering; Computer science; Marine engineering","authors":[{"name":"Lei Zhao","is_ca":true},{"name":"W. K. Chow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03838098298905326,"gpt":0.253224270714521,"spread":0.2148432877254678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161714,0.0005117796,0.0006244837,0.0007009191,0.0009607797,0.001242699,0.001526294,0.0008945343,0.004933238],"category_scores_gemma":[0.003340864,0.0003649171,0.0004656858,0.0002976391,0.000302466,0.001348601,0.0008763532,0.0004773076,0.002292401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007231161,"about_ca_system_score_gemma":0.001502304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004765288,"about_ca_topic_score_gemma":0.005865652,"domain_scores_codex":[0.9980695,0.0001375691,0.0001491971,0.0002531446,0.001116596,0.0002739937],"domain_scores_gemma":[0.9972198,0.0004656823,0.0001405648,0.0005120205,0.001560471,0.0001014881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007798204,0.0005188467,0.0223646,0.0004488258,0.00006099447,0.0006872721,0.0005216331,0.07792719,0.6222782,0.01135292,0.005672234,0.2573875],"study_design_scores_gemma":[0.0000771523,0.0004254723,0.0300107,0.00004205273,0.0001390845,0.0007906196,0.0004157806,0.4589451,0.4847354,0.003285183,0.02106214,0.00007135028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1998435,0.0001253682,0.7627433,0.0002592536,0.0000787465,0.0005933187,0.000670242,0.009729112,0.02595722],"genre_scores_gemma":[0.9028411,0.00005620652,0.08779491,0.00005806852,0.00002530763,0.0002044425,0.001235379,0.0002805463,0.007504033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004933238,"threshold_uncertainty_score":0.01650333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809728711","doi":"","title":"Pulsating augmentation parts for a buck converter achieving minimum-time voltage recovery from load transient dynamics","year":2014,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Transient (computer programming); Buck converter; Control theory (sociology); Voltage; Dynamics (music); Computer science; Physics; Electrical engineering; Engineering; Acoustics","authors":[{"name":"Zhenyu Shan","is_ca":true},{"name":"Tang Xiao","is_ca":false},{"name":"Chi K. Tse","is_ca":false},{"name":"Juri Jatskevich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01827001367500275,"gpt":0.2447986698453132,"spread":0.2265286561703104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113983,0.0002542427,0.000189854,0.0001336119,0.0003834162,0.0005335888,0.0004484921,0.0003054602,0.006509304],"category_scores_gemma":[0.0001821126,0.000106376,0.0001491206,0.0001472001,0.0001897308,0.0003532787,0.0002276837,0.0003193582,0.0005960961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350511,"about_ca_system_score_gemma":0.0001943651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000382668,"about_ca_topic_score_gemma":0.001021505,"domain_scores_codex":[0.9999697,0.000005365512,0.000001810951,0.00000564606,0.00001304837,0.000004463046],"domain_scores_gemma":[0.9999517,0.0000179933,0.00000687097,0.0000090417,0.0000101407,0.000004162679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001349762,0.0001902749,0.0007375951,0.0005648908,0.00004525995,0.0005787507,0.0004973292,0.1123276,0.6284286,0.05961789,0.004695766,0.1909663],"study_design_scores_gemma":[0.00005838012,0.0006378794,0.0008680228,0.00006755183,0.00004865116,0.000361835,0.00009602901,0.907234,0.07158214,0.009331907,0.00968991,0.00002366539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3188949,0.0005416319,0.6150505,0.0006668975,0.000191385,0.0001953957,0.0001268883,0.001891118,0.06244123],"genre_scores_gemma":[0.9684148,0.00006923575,0.02417824,0.00005104559,0.00001327751,0.0000313923,0.00001983921,0.00003801687,0.007184088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006509304,"threshold_uncertainty_score":0.02177578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118412211","doi":"","title":"Palmprint authentication system for civil applications","year":2004,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Biometric Identification and Security","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":"University of Waterloo","funders":"","keywords":"Biometrics; Computer science; Preprocessor; Authentication (law); Artificial intelligence; Feature extraction; Process (computing); Computer vision; Feature (linguistics); Identity (music); Matching (statistics); Pattern recognition (psychology); Computer security","authors":[{"name":"Dapeng Zhang","is_ca":false},{"name":"Guangming Lu","is_ca":false},{"name":"Adams Wai‐Kin Kong","is_ca":true},{"name":"M. C. Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04975351090910918,"gpt":0.2952489829654208,"spread":0.2454954720563117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003275702,0.0003691161,0.0004833134,0.0007840363,0.0006634747,0.0005911283,0.0005029613,0.0008024483,0.02265112],"category_scores_gemma":[0.0006016513,0.0001860634,0.0001960895,0.0005066069,0.0001608283,0.0009137183,0.0005115418,0.0004131249,0.01239108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229897,"about_ca_system_score_gemma":0.0004459239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100024,"about_ca_topic_score_gemma":0.001364544,"domain_scores_codex":[0.9997048,0.00003724148,0.00001647234,0.00005784632,0.0001204102,0.00006325167],"domain_scores_gemma":[0.9996295,0.00004253909,0.00002711262,0.0001187032,0.0001522215,0.000029869],"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":[0.001952414,0.0002374658,0.003056681,0.0001631686,0.00003059586,0.0006074071,0.000123604,0.001297023,0.4067504,0.002256527,0.02770797,0.5558167],"study_design_scores_gemma":[0.0002161143,0.001068835,0.02821165,0.00006406283,0.0001805302,0.003116185,0.0001878236,0.08156646,0.7934649,0.00155482,0.09022557,0.0001430441],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3704857,0.002048429,0.5263058,0.0009023559,0.0008363411,0.0007274415,0.002583111,0.0513118,0.04479906],"genre_scores_gemma":[0.8540532,0.0006769543,0.07283819,0.0003360126,0.00009093775,0.0002399698,0.001667316,0.0002666238,0.06983075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02265112,"threshold_uncertainty_score":0.0757755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2358942555","doi":"","title":"The alexithymia traits and personality characteristics in patients with irritable bowel syndrome","year":2013,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Acupuncture Treatment Research Studies","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":"Alexithymia; Irritable bowel syndrome; Toronto Alexithymia Scale; Neuroticism; Personality; Big Five personality traits; Eysenck Personality Questionnaire; Clinical psychology; Psychiatry; Psychology; Outpatient clinic; Medicine; Extraversion and introversion; Internal medicine","authors":[{"name":"XY Liu","is_ca":false},{"name":"PK Li","is_ca":false},{"name":"M Wang","is_ca":false},{"name":"Q Wang","is_ca":false},{"name":"Ping Su","is_ca":false},{"name":"Ye‐Zhi Hou","is_ca":false},{"name":"Jing Yuan","is_ca":false},{"name":"Fan Yang","is_ca":false},{"name":"P Sung-Chan","is_ca":false},{"name":"JZ Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01783346147171667,"gpt":0.2538921306457123,"spread":0.2360586691739956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308131,0.0002632032,0.0003783889,0.0009634042,0.0005385156,0.0006054816,0.0001595984,0.0003771848,0.00113868],"category_scores_gemma":[0.001820987,0.0002162812,0.0003740116,0.0007650699,0.0002250974,0.0003197168,0.0003960672,0.0005850066,0.0001872123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884868,"about_ca_system_score_gemma":0.0002647783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00448792,"about_ca_topic_score_gemma":0.007671006,"domain_scores_codex":[0.9998119,0.00004339025,0.00003462197,0.00002527291,0.00004594003,0.00003899013],"domain_scores_gemma":[0.9992133,0.0001386646,0.0003026302,0.00002023349,0.0000834764,0.000241578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148056,0.00005350828,0.9974086,0.000008470656,0.00004153228,0.0003240544,0.0001291441,0.0000224578,0.0003305211,0.000007152558,0.00006895773,0.001490854],"study_design_scores_gemma":[0.000003426266,0.00003153083,0.9995463,0.000001646598,0.000006959657,0.0002364431,0.0001046113,0.00002505497,0.00001136133,0.000004972841,0.00002584751,0.000001724439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992141,0.0001113831,0.00001589185,0.00005260116,0.00001182666,0.000006051797,0.00006732722,0.000001579743,0.0005191702],"genre_scores_gemma":[0.9995435,0.00008280754,0.00003445867,0.00002421129,0.000009055695,0.000005241844,0.0001153052,6.821124e-7,0.0001847243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00448792,"threshold_uncertainty_score":0.00892359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2277459328","doi":"","title":"Enhanced earned value management on practical construction projects through constrained project scheduling simulations","year":2011,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"BIM and Construction Integration","field":"Engineering","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 Alberta","funders":"","keywords":"Earned value management; Project management; Scheduling (production processes); Computer science; Operations research; Operations management; Engineering; Project management triangle; Systems engineering; Project charter","authors":[{"name":"Ming-Fung Francis Siu","is_ca":false},{"name":"Ming Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09012750692421444,"gpt":0.3121417691437903,"spread":0.2220142622195759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013574,0.0005055683,0.0008892158,0.0005828247,0.000555697,0.001357436,0.00111505,0.001092557,0.005038809],"category_scores_gemma":[0.004580121,0.000654323,0.0004961861,0.001040437,0.0006223577,0.0009997031,0.0007164369,0.0008010562,0.000257675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572089,"about_ca_system_score_gemma":0.002059917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02969948,"about_ca_topic_score_gemma":0.0207136,"domain_scores_codex":[0.9996725,0.0001339465,0.00001619786,0.00004227191,0.00007060604,0.00006448956],"domain_scores_gemma":[0.9964323,0.00247036,0.0002498312,0.0002457164,0.0004382847,0.0001635096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001504706,0.00001380034,0.0001627358,0.000004208018,0.00000181103,0.000007992257,0.000007378143,0.9984832,0.0000631518,0.0004840606,0.00004092857,0.0007156912],"study_design_scores_gemma":[0.000006377176,0.000007566312,0.00007041406,0.000001498116,0.000001430485,9.193223e-7,0.000007435211,0.9994763,0.00007665324,0.0003052711,0.00004435254,0.000001890586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8372487,0.0001229257,0.1349469,0.0002893557,0.00005073653,0.0001314729,0.000678127,0.0003975074,0.02613438],"genre_scores_gemma":[0.9863739,0.0000359333,0.01169312,0.00001522982,0.000005199081,0.00005351775,0.0001692929,0.0000610784,0.001592634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02969948,"threshold_uncertainty_score":0.05905318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119412176","doi":"","title":"Collaborative mobile e-health employing data mining and social networking","year":2013,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Data science; World Wide Web; Internet privacy","authors":[{"name":"Yidan Liu","is_ca":false},{"name":"Xiping Hu","is_ca":true},{"name":"Chunsheng Zhu","is_ca":true},{"name":"Boon Chong Seet","is_ca":false},{"name":"Victor C. M. Leung","is_ca":true},{"name":"Terry H. S. Chu","is_ca":false},{"name":"Henry C. B. Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1429513128005803,"gpt":0.4499239383119671,"spread":0.3069726255113869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003911183,0.0008698215,0.001325518,0.003791389,0.001628045,0.003261897,0.001702306,0.001141934,0.003692702],"category_scores_gemma":[0.008030316,0.0005823072,0.001106413,0.003150422,0.000434301,0.003296363,0.003730006,0.0007362535,0.001681035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005413755,"about_ca_system_score_gemma":0.001370286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446627,"about_ca_topic_score_gemma":0.004122114,"domain_scores_codex":[0.9965801,0.001323945,0.0002822976,0.0007329391,0.0008519749,0.0002288232],"domain_scores_gemma":[0.9914552,0.005274111,0.0005105152,0.001546392,0.0008153266,0.0003985406],"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":[0.0008036445,0.002608685,0.02984684,0.0004923664,0.0005302623,0.000535187,0.001412187,0.03226094,0.01594187,0.01163804,0.0101692,0.8937607],"study_design_scores_gemma":[0.00009359705,0.0007292815,0.01367847,0.0001123042,0.0002235883,0.000585441,0.001584832,0.908172,0.01891645,0.03331045,0.02249247,0.0001010518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09958616,0.0008144258,0.8766231,0.001117298,0.0001986315,0.001041826,0.001016913,0.003819233,0.01578236],"genre_scores_gemma":[0.6287787,0.0003698539,0.3602372,0.0002513889,0.0001880878,0.000384876,0.001751238,0.0001503034,0.007888312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003911183,"threshold_uncertainty_score":0.02068454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023873606","doi":"","title":"Dichoptic training improves contrast sensitivity in adults with amblyopia","year":2014,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Contrast (vision); Training (meteorology); Sensitivity (control systems); Optometry; Audiology; Medicine; Ophthalmology; Computer science; Artificial intelligence; Geography; Engineering; Meteorology","authors":[{"name":"Jinrong Li","is_ca":false},{"name":"Daniel P. Spiegel","is_ca":false},{"name":"Robert F. Hess","is_ca":true},{"name":"Zidong Chen","is_ca":false},{"name":"Daming Deng","is_ca":false},{"name":"Lily Y. L. Chan","is_ca":false},{"name":"Minbin Yu","is_ca":false},{"name":"Benjamin Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04153446876555635,"gpt":0.3178276275083438,"spread":0.2762931587427874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001130858,0.0002319335,0.0002975871,0.0001592663,0.0001930009,0.0001323759,0.0001094193,0.0001864854,0.001706205],"category_scores_gemma":[0.0005516536,0.00007992839,0.0001167683,0.0000861212,0.00008320728,0.0001755503,0.0001397828,0.0001822191,0.000156306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402286,"about_ca_system_score_gemma":0.0001361827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021138,"about_ca_topic_score_gemma":0.006667864,"domain_scores_codex":[0.9999526,0.00001035408,0.000007575552,0.000008577482,0.000006962452,0.00001391357],"domain_scores_gemma":[0.9998776,0.0000339031,0.00002337192,0.000005689742,0.00001563831,0.00004387822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.03624476,0.02384976,0.5879288,0.0006798198,0.000447164,0.003348952,0.001625192,0.0004665205,0.08578911,0.0001374515,0.00485192,0.2546305],"study_design_scores_gemma":[0.000587602,0.00662831,0.9889523,0.00002875123,0.00009561569,0.0009020055,0.0003206021,0.0002950721,0.001535897,0.00005693565,0.0005900526,0.000006917031],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988282,0.0002900067,0.00003134331,0.00004399047,0.00001449013,0.00001174619,0.00003059404,0.000004838479,0.0007448265],"genre_scores_gemma":[0.9992379,0.0001656948,0.00007705944,0.00005770908,0.00000888934,0.000007880989,0.00003858567,8.735435e-7,0.0004053837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003021138,"threshold_uncertainty_score":0.006007135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2577364636","doi":"","title":"Intrinsic Ocular Mechanisms Underlie Lens-Induced Astigmatism in Chicks","year":2016,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological 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 Calgary","funders":"","keywords":"Astigmatism; Lens (geology); Ophthalmology; Optometry; Optics; Neuroscience; Medicine; Biology; Physics","authors":[{"name":"William K. Stell","is_ca":true},{"name":"Vanessa Popa","is_ca":true},{"name":"Chea‐su Kee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0674518272699456,"gpt":0.2612361336903023,"spread":0.1937843064203567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711144,0.000243222,0.00015881,0.00020226,0.0001831337,0.0003272188,0.0002143026,0.0003817879,0.001159285],"category_scores_gemma":[0.0005147149,0.0003358222,0.0002709321,0.00005966089,0.0003338525,0.0002709639,0.0004533132,0.0005841907,0.0003090609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006229209,"about_ca_system_score_gemma":0.0003523875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846205,"about_ca_topic_score_gemma":0.01023983,"domain_scores_codex":[0.9999033,0.00001250366,0.00001381215,0.00001776054,0.00002696637,0.00002569632],"domain_scores_gemma":[0.9996492,0.00006267587,0.0001132241,0.00004971307,0.00007272178,0.00005258273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005254798,0.00002849307,0.007422651,0.00007461495,0.00001574762,0.00020013,0.0001102739,0.0001882578,0.9880899,0.0002031537,0.0001349397,0.003006382],"study_design_scores_gemma":[0.00007492504,0.0005694538,0.6521295,0.00004081723,0.00007137665,0.0008900696,0.0003103207,0.003668088,0.3404362,0.0002995974,0.001478886,0.00003072109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968924,0.0007105262,0.001340471,0.0000572098,0.00001990482,0.00001440258,0.0001177277,0.00002637579,0.0008212122],"genre_scores_gemma":[0.9967458,0.0004914925,0.0006804638,0.00002700225,0.000005574531,0.00001452598,0.0001155716,0.00001890505,0.001900612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004846205,"threshold_uncertainty_score":0.009635985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2358837634","doi":"","title":"Hemojuvelin(HJV): A Newly Discovered Regulating Protein of Iron Metabolism","year":2006,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Hepcidin; Regulator; Iron homeostasis; Cell biology; Biology; Metabolism; Gene; Endocrinology; Biochemistry; Immunology; Inflammation","authors":[{"name":"Zhong‐Ming Qian","is_ca":true},{"name":"Youjia Xu","is_ca":false},{"name":"Ya Ke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02328045995747261,"gpt":0.2762300789334686,"spread":0.252949618975996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001163079,0.0003835469,0.000323376,0.0003889031,0.0003355104,0.0005425432,0.000277418,0.000431264,0.000692612],"category_scores_gemma":[0.0001729058,0.0001272119,0.0002363029,0.0002768821,0.000230029,0.0003040826,0.0002662676,0.000389853,0.000327863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007686042,"about_ca_system_score_gemma":0.0003408902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083918,"about_ca_topic_score_gemma":0.0007227961,"domain_scores_codex":[0.9999343,0.000005330899,0.000005406876,0.0000297095,0.00001368479,0.00001152637],"domain_scores_gemma":[0.99991,0.00000900014,0.00002680869,0.000005478957,0.00001311919,0.00003553032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009677793,0.0000452214,0.005864325,0.0002013818,0.00004107999,0.002454764,0.00007142429,0.0001768279,0.9580625,0.001294301,0.00253444,0.02828602],"study_design_scores_gemma":[0.00009932981,0.0004915628,0.07552321,0.00003965778,0.0001211633,0.008063244,0.0001147394,0.002277218,0.8157669,0.0007466486,0.09671662,0.00003977854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473151,0.03410589,0.009241595,0.0009396896,0.0009435457,0.00007218416,0.001741487,0.0005801992,0.005060358],"genre_scores_gemma":[0.9577083,0.00756943,0.01404428,0.0003940774,0.0002320705,0.00004582753,0.005183312,0.00005675997,0.01476603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001083918,"threshold_uncertainty_score":0.005576611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176181697","doi":"","title":"Defocused images affect the multi-neuronal firing patterns in the mouse retina-a multielectrode array study","year":2019,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neuroscience; Retina; Multielectrode array; Affect (linguistics); Biology; Physics; Psychology; Communication; Microelectrode","authors":[{"name":"Seema Banerjee","is_ca":false},{"name":"Qin Wang","is_ca":false},{"name":"Pang Ko","is_ca":false},{"name":"Kai Hong Henry Ng","is_ca":false},{"name":"Siu Man Yuen","is_ca":false},{"name":"Feng Pan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02849455501090665,"gpt":0.269371438395818,"spread":0.2408768833849113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779488,0.0002922303,0.0002399626,0.0004258137,0.0001310965,0.0003596228,0.0003125237,0.0004773258,0.001917609],"category_scores_gemma":[0.0003526393,0.0002830321,0.0003582841,0.0001499871,0.000290485,0.0004117668,0.0002883248,0.0007557707,0.0001989867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002993383,"about_ca_system_score_gemma":0.0001114131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234691,"about_ca_topic_score_gemma":0.001628664,"domain_scores_codex":[0.9998441,0.00001446659,0.00001402634,0.00003633468,0.00004600003,0.00004503135],"domain_scores_gemma":[0.9996709,0.00008291094,0.00009325075,0.00003645288,0.00004392366,0.00007244232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001539407,0.00002581996,0.0001655882,0.00001062583,0.00000498918,0.00004169557,0.00001020933,0.00002178952,0.9988579,0.00002525811,0.000009882044,0.0006723691],"study_design_scores_gemma":[0.00004175173,0.001115441,0.03611444,0.00000714636,0.00004956084,0.0003861579,0.0000663179,0.0007886692,0.9608565,0.00008660669,0.0004773845,0.000009972147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977483,0.0006617181,0.0009969425,0.00003880086,0.00001457934,0.0000116805,0.0001276249,0.00001971411,0.0003804763],"genre_scores_gemma":[0.9948838,0.0007858938,0.001783144,0.00008036876,0.000009650097,0.00002585166,0.0001749479,0.00002721396,0.002229065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001917609,"threshold_uncertainty_score":0.006415009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894588737","doi":"","title":"An experimental study on the block shear strength of coped beams with welded double clip angle connections","year":2008,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Welding; Block (permutation group theory); Shear (geology); Structural engineering; Shear strength (soil); Materials science; Geology; Geometry; Mathematics; Engineering; Composite material","authors":[{"name":"Michael C.H. Yam","is_ca":false},{"name":"Wei Feng","is_ca":false},{"name":"K.F. Chung","is_ca":false},{"name":"Gilbert Y. Grondin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04972429393042078,"gpt":0.2819333478502035,"spread":0.2322090539197827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007566718,0.0005284575,0.0003976141,0.0006762971,0.0004271487,0.0002031448,0.0005949595,0.0006013869,0.003921652],"category_scores_gemma":[0.001416202,0.0004829963,0.0003572326,0.00057578,0.0005731824,0.0005120221,0.0004299128,0.0003858877,0.0004262253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000245693,"about_ca_system_score_gemma":0.0004066087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178152,"about_ca_topic_score_gemma":0.002196607,"domain_scores_codex":[0.9994699,0.00006010523,0.00002940431,0.00008780994,0.0002585179,0.00009413105],"domain_scores_gemma":[0.9986761,0.0004162495,0.0001718102,0.0002099936,0.0004197247,0.0001060926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001207799,0.0002742243,0.004037255,0.00009012892,0.0000265285,0.00009553452,0.0002506123,0.006360434,0.9810022,0.0003619289,0.0001068843,0.006186442],"study_design_scores_gemma":[0.000103713,0.006313668,0.04220944,0.00002543188,0.0001090333,0.0001552448,0.0002886748,0.02635767,0.9226137,0.0002229209,0.001564718,0.000035815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964756,0.0001219067,0.002301635,0.000009445706,0.00001198846,0.00002122667,0.0001465325,0.00002935883,0.000882272],"genre_scores_gemma":[0.9980555,0.0000737896,0.0008693176,0.000004242655,0.000003890859,0.00001290043,0.0001089047,0.00000657418,0.0008648523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003921652,"threshold_uncertainty_score":0.01311928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121932866","doi":"","title":"The feasibility of training older volunteers to provide play intervention for people with dementia.","year":2017,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Training (meteorology); Intervention (counseling); Medicine; Physical medicine and rehabilitation; Psychology; Gerontology; Physical therapy; Nursing; Disease; Geography","authors":[{"name":"Daphne Sze Ki Cheung","is_ca":false},{"name":"Bingyu Li","is_ca":false},{"name":"Daniel W. L. Lai","is_ca":false},{"name":"Angela Yee Man Leung","is_ca":false},{"name":"A. Ka Tat Tsang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09444123198150571,"gpt":0.3954908646013159,"spread":0.3010496326198102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003840236,0.0004696205,0.0003261241,0.0004336956,0.001045049,0.0005275317,0.0006335833,0.0007214305,0.003274536],"category_scores_gemma":[0.005832544,0.0002474177,0.00045043,0.0001499183,0.0003899591,0.0004423253,0.0008330516,0.0006699846,0.0005216129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007817749,"about_ca_system_score_gemma":0.004389797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009599772,"about_ca_topic_score_gemma":0.02286225,"domain_scores_codex":[0.9989617,0.0004706937,0.00007321743,0.00007819939,0.0001256079,0.0002905233],"domain_scores_gemma":[0.9982123,0.0004611216,0.0001144166,0.00009924977,0.0003230129,0.0007899088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04909505,0.1786876,0.1715582,0.003064944,0.000291958,0.001272321,0.03311969,0.0005916636,0.015173,0.0006537344,0.006947413,0.5395445],"study_design_scores_gemma":[0.01405409,0.2076108,0.7215431,0.001710924,0.0005653416,0.0005760556,0.0333535,0.001743831,0.003633281,0.0006838579,0.0144051,0.0001201372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953537,0.000153677,0.0002293265,0.0002524755,0.00006625908,0.001771358,0.00007920664,0.00001656513,0.002077565],"genre_scores_gemma":[0.9917943,0.0003258667,0.0029081,0.0001905466,0.00003187328,0.00318069,0.000157081,0.000003267446,0.001408224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009599772,"threshold_uncertainty_score":0.02030939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891040822","doi":"10.3760/cma.j.issn.1674-6554.2013.02.013","title":"The survey of psychological status, family factors and risk factors of irritable bowel syndrome","year":2013,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Alexithymia; Anxiety; Psychology; Toronto Alexithymia Scale; Eysenck Personality Questionnaire; Clinical psychology; Personality; Rating scale; Depression (economics); Internal medicine; Psychiatry; Medicine; Big Five personality traits; Developmental psychology; Extraversion and introversion","authors":[{"name":"Xiaoyan Liu","is_ca":false},{"name":"Min Wang","is_ca":false},{"name":"Qiang Wang","is_ca":false},{"name":"Pei-kai Li","is_ca":false},{"name":"Yu Hou","is_ca":false},{"name":"Ping Su","is_ca":false},{"name":"Jing Yuan","is_ca":false},{"name":"Fan Yang","is_ca":false},{"name":"Pauline Sung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0818015826194519,"gpt":0.3545820628839254,"spread":0.2727804802644735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008757672,0.0001413673,0.0002095837,0.0008037102,0.0004618268,0.0003301807,0.0001475885,0.0002572403,0.001138658],"category_scores_gemma":[0.001922916,0.0002320149,0.0004516614,0.00117066,0.0001670959,0.0004132956,0.0002989111,0.0005035928,0.0002094255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006795099,"about_ca_system_score_gemma":0.0009125172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01639231,"about_ca_topic_score_gemma":0.02077744,"domain_scores_codex":[0.9994959,0.0001615114,0.0001097073,0.00004605559,0.00009937814,0.00008739049],"domain_scores_gemma":[0.999123,0.0001214203,0.00025807,0.00003023122,0.0002009953,0.0002662128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002146036,0.00004927396,0.9966971,0.00001862852,0.00002198009,0.00002939517,0.000172419,0.00001560168,0.00004111712,0.00001586912,0.0003671442,0.002550103],"study_design_scores_gemma":[0.000002772679,0.00003632077,0.9990458,0.000007735344,0.000006968874,0.00005358471,0.0003751854,0.00003056842,0.00001314028,0.000007838185,0.0004178815,0.000002205815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963918,0.0004614026,0.00006862541,0.0003011121,0.00002075091,0.00004975655,0.001363328,0.000002952025,0.001340205],"genre_scores_gemma":[0.9968703,0.0004826039,0.0002015364,0.0001241584,0.00002082473,0.00008583302,0.001295041,0.00000138357,0.000918235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01639231,"threshold_uncertainty_score":0.03259379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7042793243","doi":"","title":"The prevalence and progression of myopia in Chinese-Canadian children attending an optometric practice","year":2016,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","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":"Public health; Clinical Practice; Epidemiology; Population; MEDLINE; Incidence (geometry)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03961894474303919,"gpt":0.3909040495825581,"spread":0.351285104839519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004264698,0.0003057909,0.00032207,0.002179188,0.002162484,0.001087108,0.001019937,0.0007301276,0.002508358],"category_scores_gemma":[0.002198339,0.0003938535,0.0005791583,0.00323317,0.0007525256,0.0005977642,0.0006618722,0.0009324352,0.0002698715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005794709,"about_ca_system_score_gemma":0.008110445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.906959,"about_ca_topic_score_gemma":0.9230979,"domain_scores_codex":[0.9991806,0.00005054602,0.00007320345,0.0001140199,0.0002380108,0.0003435186],"domain_scores_gemma":[0.9982824,0.0001306629,0.0005247663,0.00004065125,0.0004832424,0.000538221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002041582,0.00002566588,0.9983854,0.000008177623,0.000008137931,0.0001154997,0.0005928802,0.000008738281,0.00008179079,0.00001834994,0.00009374489,0.0006412686],"study_design_scores_gemma":[0.000001163486,0.00001889697,0.9980103,0.000006238902,0.000006360151,0.0001604608,0.001646061,0.00003314962,0.0000132758,0.000004408263,0.00009622836,0.000003412958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984373,0.0001965868,0.000010973,0.00006833788,0.00000398044,0.000007373498,0.0003900017,0.000002520469,0.0008829494],"genre_scores_gemma":[0.9992827,0.000171097,0.00003567662,0.00002722772,0.000003563355,0.000004422689,0.0001974497,0.000001294245,0.0002766422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.093041,"threshold_uncertainty_score":0.1871778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027385461","doi":"","title":"The cerebellum’s involvement in the judgement of spatial orientation","year":2017,"lang":"en","type":"other","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic 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":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05804756218421703,"gpt":0.3214264554274438,"spread":0.2633788932432268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004768973,0.0003935405,0.0002947564,0.000762202,0.0003817493,0.002268509,0.0004306363,0.0004825334,0.02528982],"category_scores_gemma":[0.002531706,0.0001865647,0.0002601733,0.0005244738,0.0008409483,0.0008773269,0.0007986318,0.0004382074,0.005831556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076758,"about_ca_system_score_gemma":0.0020319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03196552,"about_ca_topic_score_gemma":0.04878561,"domain_scores_codex":[0.9998386,0.00003140977,0.00001421167,0.00003994091,0.00004715926,0.00002867717],"domain_scores_gemma":[0.9995252,0.0001106603,0.00008187533,0.0001090833,0.0001104942,0.00006273099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003265807,0.0003097124,0.02121228,0.0006535142,0.0001338576,0.002115412,0.001458277,0.004212668,0.09970727,0.04281462,0.1187484,0.7053682],"study_design_scores_gemma":[0.0004850511,0.0005383748,0.5448138,0.000852679,0.0002467877,0.0035355,0.00130305,0.01571906,0.09333989,0.0737491,0.2652214,0.0001954647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.350478,0.01580423,0.04231398,0.006413563,0.001364582,0.0002915568,0.008357515,0.00256996,0.5724066],"genre_scores_gemma":[0.8420779,0.004436911,0.006664338,0.0001873462,0.0001331186,0.00006420985,0.003039394,0.0007247608,0.142672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03196552,"threshold_uncertainty_score":0.08460283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009761712","doi":"","title":"Evaluating reservation facilities for hotels : a study of Asian based and North America based travel web sites","year":2016,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","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":"Reservation; Tourism; The Internet; Work (physics); Quarter (Canadian coin); Destinations; Web application; Web site","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1253452010601746,"gpt":0.3377820524952247,"spread":0.2124368514350501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003912409,0.0002924119,0.0004484558,0.001134827,0.002281512,0.002855691,0.0009250591,0.0006434062,0.002324947],"category_scores_gemma":[0.009289426,0.0004493979,0.0007070024,0.002035761,0.0008551417,0.002135797,0.001303242,0.001184607,0.0004111869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815658,"about_ca_system_score_gemma":0.001998771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08834707,"about_ca_topic_score_gemma":0.2048334,"domain_scores_codex":[0.9988686,0.000384245,0.0001334061,0.0001118615,0.0002473515,0.000254642],"domain_scores_gemma":[0.9901218,0.003440568,0.002286179,0.0004099416,0.001798833,0.001942709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003464365,0.001981767,0.9066551,0.00005164752,0.0001032778,0.0002991931,0.08358853,0.00007356123,0.0008149015,0.0001350305,0.0003390534,0.005611368],"study_design_scores_gemma":[0.00001974613,0.0004390221,0.8489205,0.00002552127,0.00004916295,0.0001325174,0.1489095,0.0003427815,0.0002078585,0.00004158883,0.0008916263,0.00002010813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995784,0.0000112595,0.00001304063,0.00001321571,7.524969e-7,0.00001013305,0.00001585976,5.294714e-7,0.0003568168],"genre_scores_gemma":[0.9992949,0.00004041757,0.0000972116,0.00004514125,0.000001702461,0.00001869464,0.0000623637,0.000003935212,0.0004356734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08834707,"threshold_uncertainty_score":0.1756657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024124880","doi":"","title":"Re-examination of evidence for low-dimensional chaos in the Canadian Lynx data","year":2016,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Chaos control and synchronization","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":"Chaotic; Aperiodic graph; Dissipative system; Population; Mixing (physics); Series (stratigraphy); CHAOS (operating system); Range (aeronautics); Term (time); Butterfly effect","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2061296922656652,"gpt":0.3548605676646641,"spread":0.1487308753989989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00124946,0.0002009771,0.0002652857,0.002646195,0.001158639,0.001091705,0.0006077379,0.0002808355,0.002450624],"category_scores_gemma":[0.008472171,0.0001240744,0.0002444042,0.003333034,0.001171754,0.0005180728,0.0009936213,0.0004375446,0.000190383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004738019,"about_ca_system_score_gemma":0.005169592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8096691,"about_ca_topic_score_gemma":0.8742588,"domain_scores_codex":[0.9993574,0.00009836234,0.0000398427,0.0001035305,0.0002996286,0.000101319],"domain_scores_gemma":[0.9949312,0.001612832,0.0005963705,0.0007528516,0.001788634,0.0003180562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003135279,0.00005234991,0.8901056,0.0004187072,0.0002937363,0.0009728636,0.004226593,0.02207824,0.007825222,0.01491268,0.01021649,0.04858392],"study_design_scores_gemma":[0.000008829887,0.00001888949,0.9640955,0.00006504237,0.00004738522,0.0001170359,0.002274557,0.01874329,0.001362734,0.0009499049,0.01226869,0.00004827899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848852,0.0004178769,0.001235817,0.0008161826,0.00001500716,0.00001582325,0.004879388,0.00006708881,0.007667608],"genre_scores_gemma":[0.9963177,0.0001204743,0.0002928544,0.00003162125,0.000003347632,0.000003238599,0.002538371,0.00001112,0.0006812447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903309,"threshold_uncertainty_score":0.3829036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112727336","doi":"","title":"Improving the assessment of physical performance in older adults with dementia using a progressive cueing system","year":2025,"lang":"en","type":"other","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic 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":"Dementia; Association (psychology); Quality of life (healthcare); Affect (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0183684677509406,"gpt":0.2926005526638339,"spread":0.2742320849128933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005842697,0.0003788593,0.0004340192,0.0005941749,0.0001388249,0.0003729901,0.0002562819,0.0002171418,0.003638262],"category_scores_gemma":[0.001916498,0.00006995958,0.0002453987,0.000428076,0.00005834209,0.000154223,0.0003484951,0.0001897203,0.0006586422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273674,"about_ca_system_score_gemma":0.0007325191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290531,"about_ca_topic_score_gemma":0.05535996,"domain_scores_codex":[0.9998245,0.00004205912,0.00002012369,0.00001991704,0.00007288451,0.00002055755],"domain_scores_gemma":[0.9996686,0.00007068202,0.00003131209,0.00001150968,0.0001740361,0.00004392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004391618,0.002113181,0.1358221,0.0007538691,0.000166949,0.0002214877,0.0003031986,0.0008839516,0.008353014,0.0001204564,0.01459889,0.8322712],"study_design_scores_gemma":[0.0007902539,0.005545788,0.9660079,0.000422791,0.0004018731,0.0005176432,0.0003575374,0.006828087,0.005863535,0.0003295,0.0128585,0.00007655916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587842,0.004808836,0.003978584,0.0004934444,0.0002045599,0.001160978,0.004526306,0.0005519447,0.02549114],"genre_scores_gemma":[0.9690948,0.003897344,0.01518796,0.0002392556,0.00009621235,0.0005142107,0.002351027,0.00002975694,0.008589408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290531,"threshold_uncertainty_score":0.04554391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6921971130","doi":"10.1002/(sici)1096-9853(20000425)24:5&lt;491","title":"Elastic visco-plastic consolidation modelling of clay foundation at Berthierville test embankment","year":2014,"lang":"en","type":"other","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic 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":"Consolidation (business); Levee; Compressibility; Parametric statistics; Pore water pressure; Finite element method; Soil water; Boundary value problem; Clay soil; Test data","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05310637103644534,"gpt":0.2851828978247948,"spread":0.2320765267883494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662947,0.0005367326,0.0003009694,0.0005469793,0.0004932494,0.0008644917,0.001063378,0.000770992,0.001606859],"category_scores_gemma":[0.0002718945,0.0002794027,0.0003600655,0.0004391623,0.0005753318,0.0002898868,0.0002988301,0.0003518997,0.0003008515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002517412,"about_ca_system_score_gemma":0.002084959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.351006,"about_ca_topic_score_gemma":0.3689224,"domain_scores_codex":[0.9998745,0.0000144749,0.000005858915,0.00002140353,0.00003905822,0.00004471237],"domain_scores_gemma":[0.9998821,0.00002991929,0.0000231712,0.000009681262,0.00003813475,0.0000169778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004192606,0.00003646729,0.006257966,0.0000278708,0.00001084316,0.0003533775,0.00008199202,0.9774998,0.008743235,0.0007717696,0.0001728529,0.006001818],"study_design_scores_gemma":[0.000005080685,0.00003108862,0.007371111,0.000008318377,0.00000624954,0.00004401722,0.00006873796,0.9901375,0.00175239,0.0000906989,0.0004736815,0.00001116978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723136,0.0001584129,0.0194201,0.00006919185,0.000008688519,0.00003553898,0.0003075617,0.0001726578,0.007514195],"genre_scores_gemma":[0.9955108,0.00007286805,0.001796714,0.000006236632,0.000001280324,0.00001345228,0.0001321945,0.00001608002,0.002450418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.351006,"threshold_uncertainty_score":0.6979258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7042659608","doi":"","title":"Perceptions, expectations and support for a community-wide eHR system among Hong Kong residents","year":2017,"lang":"en","type":"other","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic 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":"Public health; Perception; Government (linguistics); Public health policy; Public policy; Electronic health record; Confidentiality","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05655537131018264,"gpt":0.3274740629982772,"spread":0.2709186916880946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426371,0.000179672,0.0001655552,0.0003305672,0.001216907,0.001568328,0.0003022236,0.0003396223,0.0029663],"category_scores_gemma":[0.00380045,0.0002041541,0.0002576249,0.0004317951,0.0007800672,0.0008180863,0.0007943583,0.0006492359,0.0003731019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629644,"about_ca_system_score_gemma":0.002476709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1441674,"about_ca_topic_score_gemma":0.1165757,"domain_scores_codex":[0.9992738,0.0002309192,0.00008203489,0.00004862103,0.0001720758,0.0001923832],"domain_scores_gemma":[0.9956404,0.0007853713,0.001236676,0.0001213727,0.001000611,0.001215665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008359002,0.0002167753,0.9577742,0.00006008288,0.0000332436,0.0003438803,0.03493613,0.0001089513,0.0003836105,0.0001558861,0.0007590817,0.005144651],"study_design_scores_gemma":[0.000009791237,0.000295236,0.8084054,0.0001129099,0.00003520073,0.0001914739,0.1882461,0.0004328437,0.0002396103,0.00006255814,0.00193788,0.00003105524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99897,0.00002940511,0.0000173097,0.0002162008,0.000003275911,0.000005623775,0.0000374409,0.000001063299,0.0007195568],"genre_scores_gemma":[0.9991628,0.00007436442,0.00003711502,0.0001138197,0.000002801176,0.000007105182,0.00004301104,0.000001003805,0.0005579518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1441674,"threshold_uncertainty_score":0.2866565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027926577","doi":"","title":"East-meets-west video-linked conferencing in physical therapy entry-level education : the evolutionary experience between Hong Kong and Canada","year":2016,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Medical and Biological Sciences","field":"Medicine","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":"Telehealth; MEDLINE; Physical activity; Training (meteorology); Telemedicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09172268667404862,"gpt":0.3152826648531203,"spread":0.2235599781790717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002098414,0.0002332515,0.000319547,0.000392116,0.00797946,0.005553924,0.0009780551,0.0005373781,0.006457274],"category_scores_gemma":[0.003637284,0.0002138545,0.0001783925,0.00140323,0.002140546,0.001163635,0.002913457,0.001464281,0.0004776298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0227792,"about_ca_system_score_gemma":0.0635287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9461348,"about_ca_topic_score_gemma":0.9817192,"domain_scores_codex":[0.9985937,0.0004188425,0.00004058544,0.0001192924,0.0002309994,0.0005966006],"domain_scores_gemma":[0.994703,0.0008010637,0.0001894796,0.000119749,0.001243719,0.002942945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008892038,0.001097419,0.1856739,0.0002737624,0.00005252548,0.002260041,0.6270772,0.0006920538,0.002252091,0.007237323,0.02146812,0.1510263],"study_design_scores_gemma":[0.0000479164,0.0004280141,0.2550074,0.0002919988,0.00004739109,0.0003809094,0.6837314,0.000760211,0.0006066846,0.0002723086,0.0583169,0.0001087071],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828671,0.0005780332,0.0002336557,0.001973381,0.00008188855,0.00005197643,0.0001437874,0.00001462467,0.01405565],"genre_scores_gemma":[0.9875715,0.0005855032,0.0003444225,0.0002804612,0.000009992843,0.00002065648,0.00007722346,0.00001692588,0.0110932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05386519,"threshold_uncertainty_score":0.1652755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7002333733","doi":"","title":"Mindfulness and resource-sensitive design : a literature overview and an agenda for research","year":2024,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic 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":"Mindfulness; Creativity; Quality (philosophy); Research design; Quality of life (healthcare)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1591587465652011,"gpt":0.3960523371060178,"spread":0.2368935905408167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02709762,0.001101725,0.002467187,0.005739303,0.002745649,0.009972138,0.002804503,0.003052386,0.0035463],"category_scores_gemma":[0.03432275,0.001110043,0.001495925,0.008783919,0.009438862,0.008315704,0.004449826,0.005996694,0.0002376849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009772634,"about_ca_system_score_gemma":0.01922327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020166,"about_ca_topic_score_gemma":0.01875172,"domain_scores_codex":[0.9890401,0.007398778,0.001100727,0.0007620917,0.001327711,0.0003706054],"domain_scores_gemma":[0.9262981,0.06826367,0.001862834,0.0009394891,0.001909669,0.0007261816],"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":[0.0002296196,0.0005461755,0.004944622,0.06807227,0.0004349892,0.0001979964,0.02591443,0.0003565954,0.0004202503,0.1147563,0.006050316,0.7780764],"study_design_scores_gemma":[0.0002562871,0.0005917907,0.02327806,0.5078423,0.001413414,0.00200408,0.0670938,0.001934065,0.001258951,0.1890375,0.2050044,0.0002853613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006300183,0.9560711,0.008345634,0.02306334,0.0007680974,0.0003409277,0.00003997556,0.00002168014,0.005049116],"genre_scores_gemma":[0.1200422,0.8440369,0.02205845,0.01058901,0.0007022739,0.001477377,0.00008556278,0.00004388127,0.0009643261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02709762,"threshold_uncertainty_score":0.1433077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990720368","doi":"","title":"Effects of acoustical parameters on speech intelligibility for second language students in classrooms","year":2023,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","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":"Intelligibility (philosophy); Active listening; Reverberation; Second language; Phonetics; Age groups","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05908168226487016,"gpt":0.3644438464711922,"spread":0.305362164206322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008291684,0.0004641013,0.00059845,0.000417107,0.0003417114,0.0008772271,0.0002282852,0.0004672668,0.002914521],"category_scores_gemma":[0.005560164,0.0001941147,0.0003841394,0.0001664151,0.0002715792,0.0003635665,0.000595761,0.0005197401,0.0007432126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081773,"about_ca_system_score_gemma":0.0003183502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799294,"about_ca_topic_score_gemma":0.002116597,"domain_scores_codex":[0.999368,0.0001756034,0.00006112964,0.0001320419,0.0001704409,0.00009275047],"domain_scores_gemma":[0.9959413,0.002326835,0.000295277,0.0001249252,0.0005568583,0.0007547935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06802754,0.01284517,0.3966169,0.0006103124,0.0006446847,0.001424981,0.00988631,0.001635312,0.3420302,0.0001584818,0.001065792,0.1650544],"study_design_scores_gemma":[0.0001988038,0.01602234,0.9491082,0.00003851918,0.0002971521,0.0003132037,0.004177089,0.001111991,0.02800853,0.00008176549,0.0005843575,0.00005811416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994247,0.00005493112,0.0000915011,0.00001231447,0.000007063145,0.000007796493,0.00003946116,0.00001055836,0.0003518664],"genre_scores_gemma":[0.9991667,0.00004362567,0.0001680051,0.000008333771,0.000005236521,0.00001423179,0.00005001098,0.000009342661,0.0005345412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002914521,"threshold_uncertainty_score":0.009750009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6983691525","doi":"","title":"Negative effects of dental equipment noise on dental professionals' health quality","year":2023,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Noise Effects and Management","field":"Health Professions","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":"Hong Kong Polytechnic University","keywords":"Noise (video); Loudness; Dental Equipment; Perception; Dental instruments; Environmental noise; Noise level; Quality (philosophy); Noise exposure","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09815838304035378,"gpt":0.4578723338383792,"spread":0.3597139507980254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001865715,0.0002500372,0.0002836377,0.0006604937,0.000894394,0.001488647,0.0003548097,0.0008208264,0.006291056],"category_scores_gemma":[0.009695089,0.0002177831,0.0007093428,0.0004245114,0.0005587518,0.0003073748,0.001782006,0.0008764538,0.0005827944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121468,"about_ca_system_score_gemma":0.003084855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06353024,"about_ca_topic_score_gemma":0.08853392,"domain_scores_codex":[0.9973937,0.0009907701,0.0001686869,0.0001676355,0.0007646359,0.0005144722],"domain_scores_gemma":[0.9905428,0.00326018,0.001720174,0.0002061881,0.002821273,0.00144923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007071599,0.000564258,0.9603028,0.0001275674,0.0002055632,0.000269229,0.002706714,0.0002246324,0.001540121,0.0002423005,0.001870844,0.03123873],"study_design_scores_gemma":[0.00001169805,0.0002081652,0.9957978,0.00005378784,0.00008657714,0.00005678019,0.002499985,0.0001204028,0.0002244537,0.0000764841,0.0008545203,0.000009397935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909093,0.001191471,0.0001140781,0.001983305,0.0001057178,0.00001671673,0.0002129609,0.000006690362,0.005459757],"genre_scores_gemma":[0.997929,0.0004269654,0.00009064166,0.000236163,0.00003915025,0.000006881296,0.00005918704,0.00000245253,0.001209574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06353024,"threshold_uncertainty_score":0.1263209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739061879","doi":"","title":"Simple method for predicting temperatures in insulated FRP-strengthened RC members exposed to fire","year":2014,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Simple (philosophy); Fibre-reinforced plastic; Structural engineering; Materials science; Forensic engineering; Composite material; Environmental science; Engineering","authors":[{"name":"Wan-Yang Gao","is_ca":false},{"name":"Jian‐Guo Dai","is_ca":false},{"name":"J.G. Teng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02620268142976449,"gpt":0.2885861759618926,"spread":0.2623834945321281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001856067,0.0006598416,0.0005175997,0.0007138216,0.0002867606,0.0003139653,0.0008242823,0.0007141879,0.001022318],"category_scores_gemma":[0.0005003049,0.000344607,0.0003734299,0.0004387142,0.0001704196,0.0003819143,0.0002608556,0.0003714456,0.0004632348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883196,"about_ca_system_score_gemma":0.0004556767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004831322,"about_ca_topic_score_gemma":0.007545148,"domain_scores_codex":[0.9998848,0.00001309708,0.000005084001,0.00003938757,0.00004780509,0.000009733779],"domain_scores_gemma":[0.9997825,0.00006477952,0.00002871059,0.00002844568,0.00007905942,0.00001656869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009128953,0.0006019139,0.04623312,0.0003365118,0.0001625902,0.0003428354,0.0002869126,0.4660873,0.293692,0.0008481961,0.001546804,0.188949],"study_design_scores_gemma":[0.00002456287,0.0001212981,0.01214297,0.000005636914,0.00002958392,0.00003761157,0.0000333476,0.9627811,0.02430825,0.0001742839,0.0003190791,0.00002228499],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6342793,0.0002468343,0.3591493,0.00004735514,0.0001356426,0.0001455398,0.0008068217,0.002376484,0.002812713],"genre_scores_gemma":[0.9539295,0.00007063046,0.04410702,0.00001020209,0.00001331466,0.00007288406,0.0002458857,0.00005343674,0.001497076],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004831322,"threshold_uncertainty_score":0.009606361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131856448","doi":"","title":"A cooperative transmission protocol for wireless sensor networks with on-off scheduling schemes","year":2011,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Energy Efficient Wireless Sensor Networks","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 Calgary","funders":"","keywords":"Wireless sensor network; Computer network; Computer science; Key distribution in wireless sensor networks; Scheduling (production processes); Mobile wireless sensor network; Energy consumption; Wireless network; Wireless; Distributed computing; Real-time computing; Engineering; Telecommunications","authors":[{"name":"Chi‐Tsun Cheng","is_ca":true},{"name":"Henry Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07179104680243946,"gpt":0.3002445951564977,"spread":0.2284535483540582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420604,0.0009148036,0.0008635881,0.0008198294,0.0009953134,0.0008924387,0.001854388,0.0009630137,0.001278944],"category_scores_gemma":[0.003083367,0.0002983982,0.0005845883,0.00131185,0.0008685096,0.001566091,0.001226514,0.001241419,0.000426593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00065904,"about_ca_system_score_gemma":0.001185139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409837,"about_ca_topic_score_gemma":0.001443452,"domain_scores_codex":[0.998968,0.0003587838,0.00009102334,0.0001105151,0.0004013458,0.00007036987],"domain_scores_gemma":[0.9989423,0.0004284496,0.0001235683,0.0001715083,0.0002763855,0.00005778468],"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":[0.0003961628,0.0003248185,0.0005285239,0.001047208,0.0002082586,0.001125367,0.001065374,0.2840241,0.05932371,0.2781176,0.01833982,0.3554991],"study_design_scores_gemma":[0.00014629,0.0005137831,0.0002170272,0.00009357506,0.0001186654,0.0008082588,0.00010098,0.8961517,0.009382416,0.04372688,0.04864083,0.00009960539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004112512,0.001207881,0.9907234,0.0001870808,0.0002832079,0.0003000028,0.00003711611,0.0003770633,0.002771737],"genre_scores_gemma":[0.4675106,0.003347589,0.5146477,0.0005878136,0.0004826414,0.002639787,0.000347546,0.0001420077,0.01029429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001854388,"threshold_uncertainty_score":0.007512927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120292560","doi":"","title":"Pre-energized auxiliary circuit for very fast transients taking advantage of load-Informed power","year":2013,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Power (physics); Electrical engineering; Computer science; Engineering; Physics","authors":[{"name":"Zhenyu Shan","is_ca":true},{"name":"Chi K. Tse","is_ca":false},{"name":"Tang Xiao","is_ca":false},{"name":"Philip T. Krein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03350265418315947,"gpt":0.2680356187720046,"spread":0.2345329645888451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001136796,0.0003750258,0.0003725118,0.0002964861,0.0004713869,0.0007397803,0.0008044346,0.0004127775,0.01839839],"category_scores_gemma":[0.0002643447,0.0001124525,0.0002027338,0.0002273683,0.0001772836,0.0005839415,0.0004139519,0.0005547897,0.002238379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545927,"about_ca_system_score_gemma":0.0003295709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003819325,"about_ca_topic_score_gemma":0.001452171,"domain_scores_codex":[0.9999238,0.00001186349,0.000004691778,0.00001854565,0.00002437492,0.00001685018],"domain_scores_gemma":[0.9998234,0.00004010264,0.0000156781,0.0000557851,0.00004983557,0.0000152471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002195736,0.0003354021,0.001274976,0.0006567239,0.00006157547,0.000614647,0.0005177609,0.01627153,0.5948831,0.01945961,0.01722064,0.3465082],"study_design_scores_gemma":[0.0003641459,0.001790925,0.007780438,0.0002080837,0.0002245851,0.001662042,0.0002742905,0.3352961,0.5306543,0.01228045,0.1093841,0.00008068254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2104177,0.0004062666,0.705316,0.0004402813,0.0003437876,0.0002834459,0.0004446202,0.0102492,0.07209866],"genre_scores_gemma":[0.9711736,0.00003997004,0.01898087,0.00008771219,0.00003136181,0.00002865083,0.000146002,0.0002080179,0.009303871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01839839,"threshold_uncertainty_score":0.06154871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2274237557","doi":"","title":"Experimental Studies on Active Noise Control Using Smart Structures","year":2003,"lang":"ko","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Aeroelasticity and Vibration Control","field":"Engineering","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 British Columbia","funders":"","keywords":"Loudspeaker; Acoustics; Vibration; Actuator; Noise (video); Active noise control; Vibration control; Engineering; Piezoelectricity; Noise control; Active vibration control; Control system; Noise floor; Smart material; Computer science; Noise measurement; Noise reduction; Materials science; Electrical engineering; Physics","authors":[{"name":"Desheng Li","is_ca":true},{"name":"Cheng Li","is_ca":false},{"name":"Clément Gosselin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06530157642961952,"gpt":0.3165017265144903,"spread":0.2512001500848707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006270237,0.0004300683,0.0003831621,0.0003544822,0.0003629144,0.000284236,0.0004758548,0.0004687379,0.001361718],"category_scores_gemma":[0.001476801,0.0001766402,0.000250967,0.0001668644,0.0006654248,0.0003719256,0.0003732255,0.0002345085,0.0001469123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934877,"about_ca_system_score_gemma":0.0001907308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000716903,"about_ca_topic_score_gemma":0.0006934938,"domain_scores_codex":[0.9994308,0.00008499613,0.00004675248,0.00009932942,0.00026222,0.00007587802],"domain_scores_gemma":[0.9988075,0.0004924239,0.0001751715,0.000159194,0.0003011116,0.00006457623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008331128,0.0009525777,0.001277731,0.0003918662,0.00003222307,0.0001599689,0.0003223972,0.03682033,0.9400351,0.001168282,0.0001774493,0.01782893],"study_design_scores_gemma":[0.0002214443,0.0101852,0.005818576,0.00004755754,0.00006964368,0.0001441087,0.000258188,0.09983043,0.880116,0.0007786378,0.002471921,0.00005814094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720908,0.0001320964,0.02572074,0.00005284933,0.00004650515,0.00007395945,0.00006342863,0.0001004886,0.001719282],"genre_scores_gemma":[0.992576,0.00008311096,0.006460675,0.000009688355,0.000007008332,0.00005769074,0.0000380904,0.000007440613,0.0007603687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001361718,"threshold_uncertainty_score":0.004555404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}