{"meta":{"query_hash":"bf87729ff4c4","filters":{"venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)"},"cohort_total":46,"direct_labels_cover":0,"predictions_cover":46,"exported":46,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bf87729ff4c4","api":"https://metacan.xera.ac/api/v1/cohort?venue=PolyU+Institutional+Research+Archive+%28Hong+Kong+Polytechnic+University%29"},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Architecture; Computer science; Computer architecture; Human–computer interaction; Multimedia; Art; Visual arts","score_opus":0.04973221674434421,"score_gpt":0.3061046728603961,"score_spread":0.2563724561160519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539706247","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037946717,0.00014500551,0.9710293,0.0017261049,0.00013331966,0.00077994046,0.000024408802,0.0005847964,0.021782465],"genre_scores_gemma":[0.83832604,0.000046002096,0.16079435,0.000036398065,0.00017786217,0.000028710507,0.00004774205,0.000015748261,0.00052715867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974184,0.00048518812,0.00025440776,0.00071923103,0.00048061917,0.00064212765],"domain_scores_gemma":[0.9985083,0.00040167302,0.00010533864,0.0004268783,0.00023722753,0.00032058614],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013154913,0.00021721987,0.00022346179,0.0012623047,0.0016303222,0.00029481412,0.00092223973,0.00010988721,0.000009746335],"category_scores_gemma":[0.00013606028,0.0002271663,0.00009411984,0.00062347786,0.00029798035,0.001391695,0.00069880765,0.0006075181,0.000009428732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008161872,0.0001457839,0.000360117,0.000100873796,0.00005333981,0.000020269586,0.00095232384,0.00017289966,0.012347399,0.83979195,0.0012871098,0.14468631],"study_design_scores_gemma":[0.0020966625,0.0014850299,0.002221686,0.00065060623,0.00002458347,0.00033754538,0.0015775026,0.19842464,0.014274367,0.007336908,0.7705416,0.0010288726],"about_ca_topic_score_codex":0.00047789016,"about_ca_topic_score_gemma":0.0002364354,"teacher_disagreement_score":0.83453137,"about_ca_system_score_codex":0.00064502785,"about_ca_system_score_gemma":0.00033642896,"threshold_uncertainty_score":0.99966943},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Business","score_opus":0.04295873573868776,"score_gpt":0.30369516236192706,"score_spread":0.2607364266232393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W204654408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875942,0.000018568422,0.0062605105,0.00022245725,0.00005668875,0.0005325946,0.0001245385,0.00002213609,0.005168309],"genre_scores_gemma":[0.9989777,0.000053069714,0.00012346084,0.00003964928,0.000022296437,0.000023763452,0.00010055187,0.000006433713,0.0006530452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99793684,0.0005590161,0.00025832184,0.0002829075,0.000521993,0.00044093863],"domain_scores_gemma":[0.99708164,0.0022580416,0.00011269605,0.0002138399,0.0002317039,0.0001020648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009796799,0.0001448933,0.000291432,0.0007408427,0.0007273573,0.000026750975,0.00035848157,0.00003703464,0.000014883919],"category_scores_gemma":[0.00024718975,0.00012371765,0.00004027448,0.0008177923,0.001152515,0.00016877329,0.00016450445,0.00032602836,4.290512e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015806685,0.00024770456,0.0011907149,0.000030122137,0.00012340907,0.000020778003,0.00094197283,0.1170951,0.00034460163,0.8776232,0.00015824633,0.0006435116],"study_design_scores_gemma":[0.0458834,0.0040616198,0.12566105,0.0008544388,0.0002759489,0.00003189771,0.03316266,0.45602027,0.006804724,0.027201772,0.29860473,0.0014375307],"about_ca_topic_score_codex":0.8310683,"about_ca_topic_score_gemma":0.89192635,"teacher_disagreement_score":0.8504214,"about_ca_system_score_codex":0.0003076846,"about_ca_system_score_gemma":0.00044547176,"threshold_uncertainty_score":0.5594318},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Astigmatism; Computer science; Optometry; Optics; Physics; Medicine","score_opus":0.05781611102787347,"score_gpt":0.3249337910146636,"score_spread":0.2671176799867901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W204997851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7996508,0.0005498763,0.007474438,0.024011938,0.00010697064,0.0006783517,0.00005757875,0.00024241634,0.16722766],"genre_scores_gemma":[0.9929135,0.00034124593,0.003540174,0.0004154258,0.00012558726,8.5798e-7,0.000024636114,0.0000027244885,0.0026358531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979209,0.00012817312,0.00014149415,0.0004200003,0.00083129527,0.0005581571],"domain_scores_gemma":[0.99883354,0.00024242686,0.00003126143,0.00017150825,0.0000950363,0.0006262473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005749462,0.0001305317,0.00019924979,0.0005393047,0.00067843904,0.0000302229,0.00030448835,0.00010715233,0.00030278138],"category_scores_gemma":[0.00066278165,0.000096513235,0.000073492425,0.0009120049,0.0021545147,0.00017442959,0.00022283466,0.0006444462,0.00006840464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006035934,0.00052851473,0.015757898,0.000047597045,0.00004543775,0.0010641811,0.00008686859,0.000004078337,0.09055487,0.68853176,0.0021082992,0.20066689],"study_design_scores_gemma":[0.0014584637,0.0015763968,0.8696086,0.00037711379,0.000028649069,0.00016457138,0.000161022,0.0019605414,0.0009415906,0.029452553,0.09398556,0.0002849816],"about_ca_topic_score_codex":0.00010476213,"about_ca_topic_score_gemma":0.000022101554,"teacher_disagreement_score":0.85385066,"about_ca_system_score_codex":0.00012086193,"about_ca_system_score_gemma":0.000425462,"threshold_uncertainty_score":0.79383993},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.07179104680243946,"score_gpt":0.30024459515649765,"score_spread":0.22845354835405818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131856448","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032099541,0.00001445191,0.9609423,0.00025483972,0.00006574251,0.023792852,0.000017997718,0.00036476264,0.011337046],"genre_scores_gemma":[0.48944607,0.000043634907,0.49941134,0.00015841234,0.000289057,0.008705986,0.00004477671,0.00008381406,0.0018168989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99599487,0.00040965131,0.0002874778,0.0010779997,0.0010361943,0.0011937858],"domain_scores_gemma":[0.99736196,0.00072843645,0.00012981168,0.0007329479,0.0005696432,0.0004771852],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00067045673,0.00039027043,0.00032508757,0.0011939335,0.0018063769,0.0001389401,0.0017831604,0.00019320624,0.000025753166],"category_scores_gemma":[0.00008819071,0.00034417192,0.0001612133,0.0020615375,0.0013419922,0.0006738788,0.0004509664,0.0011045078,0.000019038276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023765806,0.00070128805,0.00017380877,0.00005289764,0.00011453872,0.0003814987,0.00043728223,0.19232032,0.0023738411,0.78284234,0.00019348785,0.018032094],"study_design_scores_gemma":[0.0040507396,0.0018192674,0.0004747127,0.0012320495,0.000017543272,0.00006889581,0.00018873288,0.93090814,0.015477153,0.0006493521,0.04428547,0.0008279616],"about_ca_topic_score_codex":0.000118168,"about_ca_topic_score_gemma":0.00007073157,"teacher_disagreement_score":0.782193,"about_ca_system_score_codex":0.00036884277,"about_ca_system_score_gemma":0.0010989346,"threshold_uncertainty_score":0.99990106},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.5684544185865568,"score_gpt":0.5460291088453936,"score_spread":0.02242530974116319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217675058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651724,0.00025718677,0.01748211,0.0033413025,0.00009343122,0.0041606994,0.0005833635,0.000088655375,0.008820842],"genre_scores_gemma":[0.9675183,0.0006430621,0.028501334,0.000028391625,0.00018376653,0.00008831112,0.00035393194,0.000030233532,0.002652624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9935547,0.00047032838,0.00046374233,0.0011466125,0.0032947315,0.0010698491],"domain_scores_gemma":[0.9825109,0.013241777,0.0001295555,0.0012127728,0.0022732401,0.0006317452],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0058330186,0.000244493,0.00043371346,0.0021563366,0.0016146551,0.00007718827,0.0012260369,0.0002651466,0.000054586133],"category_scores_gemma":[0.014459337,0.00020983159,0.00008992696,0.0026430432,0.0054533263,0.000643911,0.0016933854,0.002342445,0.000009157946],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.044896476,0.011367363,0.36358917,0.002806175,0.0014831081,0.0003292361,0.016985584,0.00013795088,0.015169026,0.42212006,0.008433199,0.11268263],"study_design_scores_gemma":[0.0519894,0.06498074,0.49361068,0.010292206,0.00041701872,0.00030489598,0.043652385,0.027120082,0.020879246,0.08485684,0.19873239,0.0031641144],"about_ca_topic_score_codex":0.0015686197,"about_ca_topic_score_gemma":0.0038036513,"teacher_disagreement_score":0.33726323,"about_ca_system_score_codex":0.0007455986,"about_ca_system_score_gemma":0.0036133563,"threshold_uncertainty_score":0.9999592},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06530157642961952,"score_gpt":0.31650172651449027,"score_spread":0.25120015008487073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274237557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6760634,0.0042307354,0.26167423,0.00053247734,0.0039028581,0.0032468261,0.0019350386,0.00067095074,0.047743507],"genre_scores_gemma":[0.9965778,0.000176071,0.0021089243,0.00010338707,0.00034846136,0.000009390815,0.00003023767,0.000057231824,0.0005884772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99486214,0.0010791505,0.000458903,0.0007598081,0.0013702794,0.0014697461],"domain_scores_gemma":[0.9966747,0.0015808736,0.00014600695,0.0005065855,0.00033110013,0.0007607188],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007143821,0.0006078773,0.0006241118,0.0018951114,0.0023035945,0.00012399003,0.0006231809,0.00028857894,0.00025021163],"category_scores_gemma":[0.0018706899,0.00068104046,0.0003111393,0.001263171,0.002197006,0.0009271169,0.00025716165,0.0018107999,0.00013241777],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013477404,0.0005110349,0.00048537063,0.00011083032,0.0011952881,0.00033245367,0.0014496236,0.09932701,0.11678449,0.7776318,0.0004759396,0.00034838347],"study_design_scores_gemma":[0.026331944,0.003888108,0.012892267,0.0033216912,0.00096874806,0.00045095105,0.035186987,0.16250421,0.68529475,0.012025916,0.05152319,0.0056112627],"about_ca_topic_score_codex":0.00019711517,"about_ca_topic_score_gemma":0.00007285736,"teacher_disagreement_score":0.7656059,"about_ca_system_score_codex":0.0024892061,"about_ca_system_score_gemma":0.0014547695,"threshold_uncertainty_score":0.99956405},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.09012750692421444,"score_gpt":0.3121417691437903,"score_spread":0.22201426221957588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277459328","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06635856,0.000025531439,0.55977887,0.00013386025,0.0004917956,0.001185421,0.00011493318,0.00072883925,0.3711822],"genre_scores_gemma":[0.9043399,0.00011139353,0.09497976,0.000019503135,0.00009359132,0.000016828059,0.000062119696,0.000023551165,0.0003533595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977361,0.00021996224,0.00027574936,0.0004833054,0.0006911079,0.00059379835],"domain_scores_gemma":[0.99901307,0.00024018153,0.00006307157,0.0003419405,0.00020215202,0.00013956199],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002643757,0.00025633693,0.00019309076,0.0013127493,0.00083423575,0.0000605004,0.00028682145,0.00016013073,0.0001280217],"category_scores_gemma":[0.00015988036,0.00028023665,0.0001131874,0.0014194888,0.0012924682,0.000718555,0.00012138682,0.00092738273,0.000087716515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002682409,0.0001256057,0.00007781049,0.000056124532,0.0001545285,0.00008838853,0.00045828166,0.0050756093,0.008836499,0.97836477,0.000089563306,0.006404563],"study_design_scores_gemma":[0.015524591,0.0030337544,0.012129879,0.0038245209,0.00069691037,0.0013556641,0.029861458,0.34366047,0.32268164,0.18368427,0.07792129,0.00562556],"about_ca_topic_score_codex":0.00016743327,"about_ca_topic_score_gemma":0.00007564377,"teacher_disagreement_score":0.83798134,"about_ca_system_score_codex":0.0005212023,"about_ca_system_score_gemma":0.0005646045,"threshold_uncertainty_score":0.99996495},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Hepcidin; Regulator; Iron homeostasis; Cell biology; Biology; Metabolism; Gene; Endocrinology; Biochemistry; Immunology; Inflammation","score_opus":0.02328045995747261,"score_gpt":0.2762300789334686,"score_spread":0.252949618975996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358837634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88843685,0.0009469725,0.022614479,0.0012786487,0.00012803444,0.0015452798,0.00033329742,0.00016619326,0.08455021],"genre_scores_gemma":[0.9766952,0.00006130838,0.0138276275,0.00003325969,0.00024679748,0.000007291121,0.00022292708,0.000030263262,0.008875321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99649644,0.00027042493,0.00041571865,0.0005842307,0.0013975026,0.0008356984],"domain_scores_gemma":[0.9984767,0.00018231981,0.00016057421,0.00058193953,0.00030818116,0.0002903276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006217774,0.00027789947,0.00046879242,0.001703559,0.00063502695,0.000036098234,0.00046676543,0.00015530665,0.00011337318],"category_scores_gemma":[0.0004403286,0.00027807796,0.0002697169,0.0016252891,0.0018460066,0.0004532459,0.00041068858,0.00076697767,0.00004011575],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014668248,0.0006169579,0.0020766063,0.0002830089,0.00004372953,0.00019600333,0.00011968031,0.00046615762,0.42053956,0.56945807,0.0009500231,0.0037833736],"study_design_scores_gemma":[0.029426577,0.0013480183,0.48918024,0.0026887464,0.000736929,0.00038473294,0.0033166446,0.0030765072,0.23190562,0.05762151,0.17785285,0.0024616309],"about_ca_topic_score_codex":0.0041092355,"about_ca_topic_score_gemma":0.0003298742,"teacher_disagreement_score":0.5118366,"about_ca_system_score_codex":0.00024094926,"about_ca_system_score_gemma":0.0015311119,"threshold_uncertainty_score":0.99996716},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.017833461471716675,"score_gpt":0.2538921306457123,"score_spread":0.23605866917399565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358942555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823648,0.00018196405,0.0001229874,0.0036274544,0.000022965889,0.0016790138,0.00011779007,0.000060341525,0.011822711],"genre_scores_gemma":[0.9952704,0.00021914863,0.000746863,0.00003516685,0.000025199352,0.000027066235,0.00006925721,0.000016550428,0.003590378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695706,0.00022892316,0.00021263756,0.00048834825,0.0012127375,0.00090027106],"domain_scores_gemma":[0.99830073,0.0006690457,0.000060370432,0.00025031398,0.00034130513,0.00037822814],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0005006071,0.0002741726,0.0003502933,0.00070884614,0.0013187332,0.00008357996,0.00031790958,0.00008400172,0.00007845466],"category_scores_gemma":[0.00041905371,0.00016245696,0.000076711985,0.0008375446,0.0029251387,0.0003941609,0.0005490403,0.0009011844,0.000053576983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015838831,0.0008478271,0.9362409,0.00019000584,0.00044551093,0.0009023331,0.00043073788,0.0000025490701,0.0006832614,0.048750464,0.0012511321,0.008671357],"study_design_scores_gemma":[0.002061259,0.0006036219,0.99276704,0.00027842235,0.000028183476,0.000070508104,0.00027295365,0.00007335102,0.00002079981,0.0010179618,0.0026474323,0.00015845831],"about_ca_topic_score_codex":0.00092843664,"about_ca_topic_score_gemma":0.00039416802,"teacher_disagreement_score":0.05652611,"about_ca_system_score_codex":0.00067975523,"about_ca_system_score_gemma":0.00067667477,"threshold_uncertainty_score":0.9999814},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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)","score_opus":0.04187502727410812,"score_gpt":0.2823067125721979,"score_spread":0.24043168529808978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382093081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9492001,0.000032065433,0.04374632,0.00006541856,0.0008242694,0.0010237286,0.0014574673,0.0005614966,0.0030891448],"genre_scores_gemma":[0.98627824,0.00000606742,0.013030486,0.0000032737466,0.00032291803,0.00001056469,0.00010419724,0.00004270533,0.00020157639],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975786,0.00010119927,0.00039205208,0.0004674909,0.000699425,0.0007612281],"domain_scores_gemma":[0.9978229,0.0011152416,0.00007518321,0.0004624615,0.00017321472,0.0003510219],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00062466355,0.00032237166,0.00038884813,0.0011650978,0.00061176065,0.000099298835,0.0007748806,0.00020291354,0.00003328854],"category_scores_gemma":[0.0009706948,0.00034823423,0.00015772614,0.0008723176,0.00041016654,0.00023128951,0.0001936947,0.0010984229,0.000006449152],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006197103,0.00051408913,0.0023157,0.00025352012,0.00030118498,0.00016905507,0.00031638893,0.031114854,0.8670921,0.08003602,0.0005391407,0.01672828],"study_design_scores_gemma":[0.022535061,0.00694366,0.4880502,0.0021514504,0.00063162635,0.00025617308,0.0036792972,0.032216042,0.36876374,0.02587136,0.044190347,0.0047110463],"about_ca_topic_score_codex":0.0004470145,"about_ca_topic_score_gemma":0.0004345745,"teacher_disagreement_score":0.4983283,"about_ca_system_score_codex":0.00020300632,"about_ca_system_score_gemma":0.00059569936,"threshold_uncertainty_score":0.99989694},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transit (satellite); Transport engineering; Environmental science; Aeronautics; Automotive engineering; Computer science; Engineering; Public transport","score_opus":0.03661973741688961,"score_gpt":0.2879011283745655,"score_spread":0.2512813909576759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466257900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61186415,0.00021277936,0.36740106,0.0007418795,0.00015153101,0.0013438306,0.00031046843,0.00031297913,0.017661326],"genre_scores_gemma":[0.9944324,0.00010588027,0.0037353782,0.000015893116,0.00005456285,0.00001859645,0.00041342818,0.000022651922,0.0012012119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99830866,0.00011930766,0.00023661858,0.000312978,0.0005416948,0.00048071478],"domain_scores_gemma":[0.999234,0.00028002955,0.000034245797,0.00016705442,0.00015934948,0.00012528169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051622593,0.00016960413,0.00015713432,0.0012108372,0.000363465,0.000060388906,0.00021472275,0.00010750985,0.000030701834],"category_scores_gemma":[0.00012106251,0.00020405685,0.000058427373,0.0007299267,0.0003311223,0.0005244092,0.00005611142,0.00034290375,0.000020633526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011584384,0.00044950913,0.0048072436,0.00040277932,0.00016862291,0.00027578854,0.00081197877,0.08179695,0.22716318,0.65495944,0.0025253627,0.025480676],"study_design_scores_gemma":[0.0097739985,0.0004421805,0.13806131,0.0006220182,0.00009309962,0.000050024562,0.0010218718,0.74515307,0.013386101,0.05305113,0.036996063,0.0013491003],"about_ca_topic_score_codex":0.00042636346,"about_ca_topic_score_gemma":0.0018393096,"teacher_disagreement_score":0.6633561,"about_ca_system_score_codex":0.00056424085,"about_ca_system_score_gemma":0.0002653448,"threshold_uncertainty_score":0.8321197},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.019733302771503237,"score_gpt":0.256558547179452,"score_spread":0.23682524440794875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512405545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8428415,0.0008080066,0.095852494,0.00021889522,0.00046048098,0.00056291214,0.00021807775,0.00063054723,0.05840708],"genre_scores_gemma":[0.9965168,0.00027655775,0.00207679,0.000005370823,0.000103343446,0.000001460494,0.000033967593,0.000026808257,0.00095885847],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970357,0.00014752716,0.00036454113,0.00036811718,0.0011273293,0.00095681514],"domain_scores_gemma":[0.99746823,0.0013628312,0.0000698455,0.00054067525,0.000252451,0.00030595862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011162709,0.00024784784,0.00027605388,0.0012990372,0.001050726,0.0000555407,0.0010327885,0.00013169553,0.000036835714],"category_scores_gemma":[0.00035500212,0.0002234345,0.00020120281,0.002014502,0.002035511,0.00023757663,0.0003944138,0.0010406467,0.000037445887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079684437,0.00012332035,0.0026802886,0.00015905921,0.0008715925,0.0004451929,0.00032704993,0.0440323,0.5871146,0.30585733,0.00096981996,0.056622617],"study_design_scores_gemma":[0.004851438,0.0005441336,0.09529123,0.000949374,0.00030352623,0.00015101467,0.0050959275,0.19884045,0.5600843,0.0062738,0.12556714,0.0020477134],"about_ca_topic_score_codex":0.0005811138,"about_ca_topic_score_gemma":0.0011260356,"teacher_disagreement_score":0.29958355,"about_ca_system_score_codex":0.00068246986,"about_ca_system_score_gemma":0.00044483753,"threshold_uncertainty_score":0.9111394},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Astigmatism; Lens (geology); Ophthalmology; Optometry; Optics; Neuroscience; Medicine; Biology; Physics","score_opus":0.0674518272699456,"score_gpt":0.2612361336903023,"score_spread":0.1937843064203567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577364636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97266877,0.000076634504,0.003829757,0.0069278725,0.00013586949,0.00054795964,0.00022647275,0.00018074016,0.015405899],"genre_scores_gemma":[0.99846923,0.00022625644,0.00047009718,0.00012632093,0.000113734684,0.000005040579,0.00005034995,0.0000021190854,0.0005368678],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976207,0.00041797385,0.00019986929,0.00052274,0.00053380814,0.0007048896],"domain_scores_gemma":[0.9988241,0.00065239426,0.00005796973,0.00012122992,0.00012351219,0.00022075733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043350738,0.00018492794,0.00021653486,0.00034467786,0.00063730165,0.000029452573,0.0006200705,0.0001649876,0.00044134143],"category_scores_gemma":[0.0002221397,0.0000886188,0.00012513963,0.0011243419,0.00068362744,0.00038484894,0.00039881625,0.00049629685,0.00024467762],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014817282,0.00011439518,0.00035349058,0.0000044164967,0.000011073477,0.000093961855,0.000012361594,0.0000014483784,0.5998978,0.3804082,0.00015699251,0.018797694],"study_design_scores_gemma":[0.002888372,0.0018290769,0.63893926,0.00077959744,0.000018846107,0.000100387726,0.0005827516,0.00013327885,0.022255652,0.23511666,0.096278995,0.0010771223],"about_ca_topic_score_codex":0.00081915274,"about_ca_topic_score_gemma":0.0020605063,"teacher_disagreement_score":0.6385858,"about_ca_system_score_codex":0.0003104018,"about_ca_system_score_gemma":0.00015588287,"threshold_uncertainty_score":0.49016735},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.09298695118588143,"score_gpt":0.36746819331166747,"score_spread":0.27448124212578606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599621596","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018845941,0.000102575825,0.9862625,0.00005453718,0.00014962228,0.0010382878,0.00016492535,0.0002654283,0.010077503],"genre_scores_gemma":[0.2685455,0.00006419432,0.73089457,0.000014098701,0.00004349471,0.000037463666,0.000041688407,0.000042326825,0.00031670017],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979197,0.00021342878,0.00029586567,0.0004239659,0.00043941144,0.0007076549],"domain_scores_gemma":[0.99687433,0.002136084,0.00007413546,0.00036328024,0.00028086337,0.00027127925],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064868777,0.00027443565,0.0002876707,0.0009335634,0.00057598186,0.000028519811,0.0006092932,0.00008675807,0.00007630429],"category_scores_gemma":[0.00035018535,0.00027824088,0.00012282845,0.0010556624,0.00093087374,0.00027127532,0.00021487895,0.0005939477,0.00004324458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056808186,0.00057172804,0.0001134477,0.00068189454,0.0007082685,0.00013875793,0.0016204197,0.50960684,0.05296555,0.40257826,0.00039000128,0.030056741],"study_design_scores_gemma":[0.002409187,0.0012761407,0.0007642878,0.0007531511,0.00015278165,0.000115538525,0.0008746024,0.7147518,0.05292119,0.18427123,0.040521387,0.0011886982],"about_ca_topic_score_codex":0.000031505217,"about_ca_topic_score_gemma":0.00002013695,"teacher_disagreement_score":0.2666609,"about_ca_system_score_codex":0.00047801263,"about_ca_system_score_gemma":0.00027982707,"threshold_uncertainty_score":0.999967},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coalescence (physics); Geology; Compression (physics); Geotechnical engineering; Materials science; Mineralogy; Composite material","score_opus":0.02475258896270919,"score_gpt":0.2577266865572993,"score_spread":0.23297409759459012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615398508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8969593,0.000029776662,0.09813884,0.00010209764,0.00040606622,0.00043557354,0.0001157327,0.00020510418,0.003607518],"genre_scores_gemma":[0.9949521,0.00015554515,0.0046240147,0.000015516984,0.00010413886,0.0000032315418,0.00005262464,0.000029481023,0.00006333644],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99804324,0.00013018755,0.00021662009,0.00041553623,0.0005158051,0.00067860493],"domain_scores_gemma":[0.9991508,0.00020472176,0.00003458948,0.00024512596,0.00009623057,0.0002685369],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047850874,0.00022942046,0.00022868076,0.000787054,0.00062870595,0.00008804971,0.00046521015,0.00014358907,0.000026976768],"category_scores_gemma":[0.000068491136,0.00026227385,0.000052533407,0.00052992493,0.00035799103,0.00041677852,0.00046720507,0.0012253756,0.000010974449],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013706552,0.000031393265,0.0001296096,0.00003262243,0.000013220048,0.00010937394,0.00009814919,0.0070089647,0.6201267,0.37200484,0.000013725221,0.00029431962],"study_design_scores_gemma":[0.0062377187,0.0003672831,0.0042207674,0.0011988833,0.000040824914,0.0002244485,0.00087850826,0.646043,0.24737908,0.08827166,0.0035107539,0.0016271004],"about_ca_topic_score_codex":0.00089537754,"about_ca_topic_score_gemma":0.0013280069,"teacher_disagreement_score":0.63903403,"about_ca_system_score_codex":0.00015908832,"about_ca_system_score_gemma":0.00024116666,"threshold_uncertainty_score":0.99998295},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.051390851231464106,"score_gpt":0.29496516499199127,"score_spread":0.24357431376052716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737830497","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029868392,0.00027557218,0.9506066,0.0008608776,0.00018731887,0.00082338025,0.00006182017,0.0003240581,0.016992021],"genre_scores_gemma":[0.8374663,0.00012838536,0.1577869,0.000061104896,0.00013619605,0.000051819054,0.00013028162,0.000036567995,0.0042024753],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980808,0.0002445889,0.00027663226,0.00032365133,0.00039175965,0.00068258203],"domain_scores_gemma":[0.998013,0.0012312887,0.00003325166,0.0002765788,0.00013327024,0.00031259994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045903595,0.00019008295,0.00024899162,0.0012844751,0.00029289228,0.00007346124,0.00044670998,0.00011375673,0.0004448872],"category_scores_gemma":[0.00052929996,0.00021267303,0.00011630653,0.0012919522,0.00026720998,0.00036534312,0.000100082994,0.00032648296,0.00005737661],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011976211,0.00009074386,0.00020230132,0.00005327809,0.000085407104,0.000021946704,0.00007833969,0.004064358,0.5064723,0.45882702,0.0035532357,0.026431309],"study_design_scores_gemma":[0.006700077,0.00076751574,0.017085897,0.00042517245,0.000071040566,0.000029645475,0.00026926902,0.41344294,0.12598862,0.1642238,0.2693043,0.001691725],"about_ca_topic_score_codex":0.0013602119,"about_ca_topic_score_gemma":0.00025806495,"teacher_disagreement_score":0.8075979,"about_ca_system_score_codex":0.0003377599,"about_ca_system_score_gemma":0.0004243804,"threshold_uncertainty_score":0.86725545},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Simple (philosophy); Fibre-reinforced plastic; Structural engineering; Materials science; Forensic engineering; Composite material; Environmental science; Engineering","score_opus":0.026202681429764486,"score_gpt":0.28858617596189257,"score_spread":0.26238349453212806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739061879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88978004,0.000056596404,0.101927154,0.00016980166,0.00023811667,0.0012505274,0.0003092659,0.00064649846,0.005621973],"genre_scores_gemma":[0.962466,0.000021082371,0.036858413,0.000033102795,0.00010921215,0.000023639695,0.0001532461,0.00004261435,0.00029269556],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99736106,0.00020430531,0.00031395,0.0005159743,0.000641678,0.00096303545],"domain_scores_gemma":[0.9979607,0.0010059837,0.000041784773,0.00042687863,0.00016864834,0.00039603916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065689243,0.00030673097,0.00032476775,0.0015466689,0.00054486364,0.00007587951,0.0007785535,0.0001717732,0.00004205353],"category_scores_gemma":[0.0008752038,0.0003433576,0.00014843982,0.0015433985,0.00027507532,0.00037425876,0.00028682183,0.0008546057,0.000013850408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009548707,0.000021002445,0.0034402371,0.00022967996,0.00021407923,0.00019941994,0.0012248952,0.21163815,0.65637374,0.080650195,0.0012506818,0.043803055],"study_design_scores_gemma":[0.005021828,0.0007158211,0.02098515,0.00063058763,0.00007237577,0.00006694595,0.0009402694,0.74373746,0.15335819,0.0032117479,0.06969263,0.0015670276],"about_ca_topic_score_codex":0.00072933506,"about_ca_topic_score_gemma":0.00020720864,"teacher_disagreement_score":0.5320993,"about_ca_system_score_codex":0.00067532656,"about_ca_system_score_gemma":0.00026127332,"threshold_uncertainty_score":0.99990183},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03838098298905326,"score_gpt":0.253224270714521,"score_spread":0.21484328772546776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760148150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49612728,0.0003370651,0.47154662,0.00007874763,0.0003116963,0.0015332005,0.0002546452,0.0005011378,0.029309617],"genre_scores_gemma":[0.98889375,0.00017363775,0.010490936,0.000003848782,0.000046989735,0.00003478661,0.000106586725,0.000032166696,0.00021732089],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979195,0.00008812923,0.00020392358,0.00038305012,0.0006619872,0.00074341294],"domain_scores_gemma":[0.9990435,0.00024560036,0.000026601858,0.00028389553,0.00013874452,0.0002616552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088625867,0.00021383334,0.00018825447,0.00087532226,0.0007396214,0.00006598614,0.0002949344,0.000108991924,0.000009969194],"category_scores_gemma":[0.000111165726,0.0002431082,0.00008896798,0.0006730335,0.00026884011,0.00032128405,0.00008845978,0.0005414951,0.000006682319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007576049,0.00044698318,0.0071665836,0.0044254423,0.00042789982,0.0001630016,0.0001908334,0.30463633,0.031578828,0.6284002,0.00052744057,0.021278858],"study_design_scores_gemma":[0.0010594648,0.00016691184,0.0061177188,0.0002424275,0.000017099215,0.00002665963,0.00015582074,0.97621375,0.0016940234,0.000052976815,0.013958825,0.00029433193],"about_ca_topic_score_codex":0.00008770562,"about_ca_topic_score_gemma":0.0000130814415,"teacher_disagreement_score":0.6715774,"about_ca_system_score_codex":0.0009719125,"about_ca_system_score_gemma":0.00032001454,"threshold_uncertainty_score":0.99136645},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Human motion; Artificial intelligence; Motion (physics); Computer vision","score_opus":0.0922313296411679,"score_gpt":0.32298858557567917,"score_spread":0.23075725593451127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793098633","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039556753,0.000028906332,0.93063456,0.00090847106,0.00012168329,0.00036174207,0.00000955272,0.00034583994,0.06363357],"genre_scores_gemma":[0.67673516,0.00001394612,0.32002383,0.00006759439,0.0002899284,0.00000405919,0.000013141743,0.000011557194,0.00284076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671763,0.0005012505,0.00021248902,0.00082095654,0.0009821298,0.0007655518],"domain_scores_gemma":[0.9982725,0.00022671357,0.00006151309,0.0007301441,0.00019883853,0.00051032216],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014417344,0.0002051123,0.00019630083,0.0020028262,0.0013850488,0.000190389,0.0016343151,0.00011144629,0.00002283641],"category_scores_gemma":[0.0002601508,0.00023064256,0.00013401476,0.0026863622,0.00028176178,0.0010975542,0.0008148288,0.0007525959,0.00027364303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000729869,0.00024785163,0.00036942342,0.00001880248,0.0000441456,0.000049806746,0.00035655266,0.013859447,0.03022273,0.66682446,0.0013570115,0.28657678],"study_design_scores_gemma":[0.0055644573,0.0011375374,0.15017626,0.00046133323,0.000056773057,0.0005759703,0.00038788668,0.1446903,0.068430066,0.052494995,0.5730655,0.00295888],"about_ca_topic_score_codex":0.0008580132,"about_ca_topic_score_gemma":0.00064678135,"teacher_disagreement_score":0.6727795,"about_ca_system_score_codex":0.0006770131,"about_ca_system_score_gemma":0.0005769731,"threshold_uncertainty_score":0.999915},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.018270013675002746,"score_gpt":0.24479866984531318,"score_spread":0.22652865617031043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809728711","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050546784,0.000058893624,0.9415063,0.00022426278,0.0003182036,0.00073050975,0.0006153328,0.00036361624,0.005636078],"genre_scores_gemma":[0.9865107,0.0000719351,0.011396666,0.000057820605,0.00017609973,0.000022804603,0.00059430825,0.000060087175,0.0011095859],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99725723,0.00015439707,0.0003336053,0.0005996363,0.00078269263,0.00087245536],"domain_scores_gemma":[0.99784064,0.0011759527,0.00007357202,0.0004186859,0.00018621734,0.0003049047],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000541806,0.00031986236,0.00032230167,0.0008103136,0.0006834535,0.00008212575,0.0005717817,0.0001477161,0.000076547134],"category_scores_gemma":[0.00035005537,0.0003924738,0.00020419019,0.00060352136,0.0005434354,0.00076373876,0.00017486335,0.0006290996,0.00010524351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015203976,0.0002807983,0.0010662971,0.00039581253,0.00068607007,0.00015407352,0.001468541,0.023818763,0.31072304,0.05169518,0.0023964848,0.60579455],"study_design_scores_gemma":[0.0020684751,0.0002226191,0.0024717846,0.00033198256,0.000060160757,0.000010632763,0.00033411663,0.969766,0.001672326,0.003550377,0.01891536,0.0005961683],"about_ca_topic_score_codex":0.0003014412,"about_ca_topic_score_gemma":0.00050306466,"teacher_disagreement_score":0.94594723,"about_ca_system_score_codex":0.0018613872,"about_ca_system_score_gemma":0.00035708307,"threshold_uncertainty_score":0.9998527},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0818015826194519,"score_gpt":0.3545820628839254,"score_spread":0.2727804802644735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891040822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787126,0.00076298846,0.00042139017,0.00011024078,0.00022518278,0.00057995936,0.00069006695,0.00004650527,0.018451022],"genre_scores_gemma":[0.99695593,0.0016282186,0.00016514912,0.000008963815,0.000010825075,0.0000058192845,0.000048274323,0.000013197987,0.0011636467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99608415,0.0012833152,0.0004144856,0.0004933867,0.00068054325,0.0010441002],"domain_scores_gemma":[0.9948287,0.003814182,0.0002054818,0.00046712012,0.0003433421,0.00034117184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013963544,0.00023022307,0.00038138754,0.0007323181,0.0012855044,0.000028845949,0.00064545736,0.00015869504,0.00011589391],"category_scores_gemma":[0.0012362492,0.00016675994,0.00011358676,0.0010318912,0.0040093255,0.00019872223,0.00043457962,0.0008941013,0.000042225893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021087048,0.00028202776,0.9347641,0.00003452198,0.00021365922,0.00002742909,0.00067129044,0.00001067219,0.00057607814,0.059468042,0.001966395,0.0017749396],"study_design_scores_gemma":[0.00052487216,0.00047136558,0.99240667,0.000044176668,0.000015162708,0.000008165196,0.001635711,0.00002044998,0.00006216567,0.001961356,0.002701602,0.00014832923],"about_ca_topic_score_codex":0.08743251,"about_ca_topic_score_gemma":0.001490581,"teacher_disagreement_score":0.08594193,"about_ca_system_score_codex":0.00013632303,"about_ca_system_score_gemma":0.00035252786,"threshold_uncertainty_score":0.9987012},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04972429393042078,"score_gpt":0.28193334785020346,"score_spread":0.2322090539197827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894588737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988397,0.00003461056,0.00038447863,0.000087796114,0.000059944803,0.000530191,0.0000807713,0.00020526764,0.010219914],"genre_scores_gemma":[0.9990287,0.000017080338,0.00047911427,0.0000054325633,0.000058673133,0.000009942205,0.000030338719,0.000023793375,0.0003469265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99785453,0.00019883107,0.0001943815,0.00038302073,0.0008858972,0.00048331366],"domain_scores_gemma":[0.9986925,0.00031965697,0.0000438278,0.0005966162,0.00013785512,0.00020955098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025034533,0.0002215248,0.00024255105,0.0009578178,0.0012004529,0.00003264157,0.00066321314,0.00006405669,0.00007997367],"category_scores_gemma":[0.00004552622,0.00018123619,0.00010332395,0.0015000366,0.0011735929,0.00025945358,0.0001512725,0.000714834,0.00002073748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030623954,0.0040675625,0.020942193,0.00005550909,0.0017767291,0.0009600781,0.005823367,0.11490415,0.7324078,0.11412333,0.0016108525,0.0002660259],"study_design_scores_gemma":[0.008080125,0.0065983646,0.11359811,0.00031000836,0.00021170665,0.00028078217,0.020100638,0.015871938,0.82858604,0.00023800383,0.0047482927,0.0013759688],"about_ca_topic_score_codex":0.0013383802,"about_ca_topic_score_gemma":0.0003369168,"teacher_disagreement_score":0.11388532,"about_ca_system_score_codex":0.0003650782,"about_ca_system_score_gemma":0.00025696438,"threshold_uncertainty_score":0.9233035},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Heritage language; Mathematics education; Political science; Pedagogy; Engineering ethics; Sociology; Psychology; Engineering; Electrical engineering","score_opus":0.0497894366378138,"score_gpt":0.2983066269995517,"score_spread":0.2485171903617379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969124742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6438295,0.030344345,0.000020225503,0.00053838524,0.00089150475,0.00073219143,0.00022649468,0.00012036777,0.32329696],"genre_scores_gemma":[0.9547159,0.0015141751,0.00014485486,0.000016421252,0.0007402237,0.000008216978,0.0010038452,0.0000456805,0.04181069],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970934,0.0005962126,0.0002691859,0.0006772593,0.00073354354,0.00063044636],"domain_scores_gemma":[0.9988805,0.000330789,0.00014619765,0.00033840002,0.000092893766,0.00021120982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006638715,0.00036281842,0.00036281333,0.0015032069,0.0011472008,0.00012373687,0.0005378689,0.000111148984,0.00020334663],"category_scores_gemma":[0.00037181453,0.0003227685,0.00008298585,0.00012112267,0.00040945504,0.0004197378,0.00016403115,0.002202228,0.00001773155],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016299961,0.00021046444,0.00047642898,0.00052327564,0.00006581622,0.00016859906,0.03463619,0.0000031883546,0.00027469228,0.37379354,0.00037478207,0.58931],"study_design_scores_gemma":[0.002118721,0.00022316078,0.03061247,0.0066313567,0.000086163636,0.000049843035,0.37105533,0.00029568851,0.00013884238,0.0040025124,0.58271074,0.0020751315],"about_ca_topic_score_codex":0.6980617,"about_ca_topic_score_gemma":0.9671855,"teacher_disagreement_score":0.5872349,"about_ca_system_score_codex":0.0012292993,"about_ca_system_score_gemma":0.006353786,"threshold_uncertainty_score":0.99992245},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.041534468765556345,"score_gpt":0.31782762750834376,"score_spread":0.2762931587427874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023873606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684569,0.000044421446,0.004973075,0.0011271631,0.00006525689,0.00062782224,0.00002848302,0.000107516484,0.024569333],"genre_scores_gemma":[0.99715716,0.000053645574,0.0015678686,0.000079044235,0.000113316375,0.0000063203106,0.0000413007,0.000015847969,0.00096547167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975109,0.00034633098,0.00018830903,0.00052844867,0.000603955,0.0008220556],"domain_scores_gemma":[0.9984728,0.00070473854,0.00005876917,0.00028030272,0.0001786263,0.00030473192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000948424,0.0002265338,0.00038538108,0.0012092489,0.0006657986,0.000018628532,0.00016927785,0.000118613716,0.000020819873],"category_scores_gemma":[0.0005775796,0.00020446055,0.000088709385,0.0009389501,0.002211616,0.00026888135,0.00023043097,0.0010146436,0.000035360106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022138953,0.0035700214,0.5282452,0.0008613944,0.00075899536,0.0078110676,0.004299731,0.00021464401,0.07055932,0.3349266,0.00047841703,0.026135603],"study_design_scores_gemma":[0.006066953,0.0036405618,0.97972095,0.0015428824,0.000057921327,0.00056141976,0.0016673938,0.0026748823,0.0007611562,0.0008211782,0.0021268416,0.0003578859],"about_ca_topic_score_codex":0.0006419832,"about_ca_topic_score_gemma":0.00087694835,"teacher_disagreement_score":0.45147568,"about_ca_system_score_codex":0.00032443606,"about_ca_system_score_gemma":0.00065620313,"threshold_uncertainty_score":0.8337659},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trabecular meshwork; Cell biology; Chemistry; Rho-associated protein kinase; Kinase; Rho kinase inhibitor; Biology; Medicine; Ophthalmology; Glaucoma","score_opus":0.015650897401023357,"score_gpt":0.2683871529076807,"score_spread":0.25273625550665735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047544211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399316,0.0026587846,0.000108604116,0.000030278863,0.00009123519,0.0021970917,0.00005311479,0.000021890113,0.0008458606],"genre_scores_gemma":[0.9977795,0.0008372449,0.00007720397,0.000022284308,0.00007884442,0.000042777185,0.00003234176,0.000016388014,0.0011134313],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99744296,0.0006638588,0.00019673018,0.00055616803,0.00060439913,0.00053589774],"domain_scores_gemma":[0.998974,0.00015332231,0.00010672603,0.0004514577,0.0001446554,0.00016978855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068971934,0.00021131638,0.00024705037,0.00028998216,0.0006822858,0.000036328755,0.0005177651,0.0001527906,0.00001281126],"category_scores_gemma":[0.00037812736,0.00017270053,0.00012480412,0.00042599082,0.00069646933,0.000014014647,0.00044312052,0.00051584013,0.000013815352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005133626,0.0005765485,0.0009017683,0.000056244957,0.00013965367,0.000075405944,0.000066962464,0.000026011368,0.9889306,0.0065755867,0.00019186702,0.00194603],"study_design_scores_gemma":[0.0047956696,0.0053780368,0.018422712,0.00043514313,0.00006335605,0.0000065969953,0.00034706286,0.00006270617,0.94309795,0.0010456062,0.025848633,0.00049654406],"about_ca_topic_score_codex":0.0001269585,"about_ca_topic_score_gemma":0.000090961636,"teacher_disagreement_score":0.045832623,"about_ca_system_score_codex":0.0001097171,"about_ca_system_score_gemma":0.0003795244,"threshold_uncertainty_score":0.7042523},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04342827606327832,"score_gpt":0.28161585558115315,"score_spread":0.23818757951787484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118296927","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031870091,0.00051464443,0.9871803,0.0021995986,0.00010280214,0.00065068953,0.000043387277,0.00058337057,0.0055381875],"genre_scores_gemma":[0.98270756,0.00043908937,0.016149286,0.0000141122455,0.000033696626,0.000026194071,0.000030078312,0.000006057429,0.000593911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796957,0.00011974516,0.00019175191,0.0005973272,0.0006853561,0.00043624904],"domain_scores_gemma":[0.9985843,0.00017304509,0.00007573745,0.0007376482,0.0002535245,0.0001757648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065166,0.00013293135,0.00012905657,0.0023587209,0.0011011139,0.00022854755,0.0014071212,0.000118904936,0.0000030891952],"category_scores_gemma":[0.0001935341,0.00014348437,0.00005248587,0.0035418184,0.0011870909,0.0005476251,0.0009464968,0.0005081118,0.00010022392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059230397,0.00011018522,0.0001330689,0.000022224418,0.000015318967,0.000018151683,0.00007848081,0.00006175239,0.0035192107,0.98228717,0.000058767793,0.013689762],"study_design_scores_gemma":[0.0021931974,0.00022898063,0.030234471,0.0002562246,0.00003150474,0.0002980273,0.0013976155,0.013602059,0.0062038996,0.22542118,0.71914446,0.0009884144],"about_ca_topic_score_codex":0.0005092155,"about_ca_topic_score_gemma":0.00004879388,"teacher_disagreement_score":0.97952056,"about_ca_system_score_codex":0.00050871004,"about_ca_system_score_gemma":0.0006680855,"threshold_uncertainty_score":0.84689885},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04975351090910918,"score_gpt":0.29524898296542085,"score_spread":0.24549547205631167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118412211","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010707757,0.00007696563,0.9866678,0.0016413074,0.00016517616,0.0010151324,0.00013449606,0.00037321643,0.008855099],"genre_scores_gemma":[0.9450655,0.00004239051,0.053776186,0.000026087953,0.00008801629,0.00006612467,0.00010134686,0.000009100606,0.0008252399],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976614,0.00013225406,0.00023791815,0.000648458,0.00078109,0.00053887506],"domain_scores_gemma":[0.99806505,0.00029253555,0.00009648181,0.0007923818,0.0004727975,0.0002807317],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00090928737,0.00014618793,0.00014619935,0.00216448,0.0014915271,0.00018129818,0.0017727,0.000100171485,0.0000071472064],"category_scores_gemma":[0.00017629855,0.00016404559,0.00014309144,0.0033695751,0.0006426245,0.0005401456,0.0005415208,0.0003651082,0.00017618109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017635433,0.00015914734,0.000035725086,0.000054396212,0.00002232431,0.000009567677,0.00013370303,0.000103002625,0.007072905,0.98661613,0.00013453684,0.005640923],"study_design_scores_gemma":[0.003887748,0.00029460227,0.01347445,0.00033942296,0.000051898027,0.00014272121,0.00082112546,0.019847628,0.018564858,0.1491089,0.7924136,0.0010530751],"about_ca_topic_score_codex":0.00026867914,"about_ca_topic_score_gemma":0.00013172299,"teacher_disagreement_score":0.94399476,"about_ca_system_score_codex":0.0010766522,"about_ca_system_score_gemma":0.0011819993,"threshold_uncertainty_score":0.9998084},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Data science; World Wide Web; Internet privacy","score_opus":0.14295131280058027,"score_gpt":0.44992393831196714,"score_spread":0.3069726255113869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119412176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48794225,0.012198845,0.09707266,0.060859017,0.0036927196,0.08227807,0.00745079,0.0033080135,0.24519762],"genre_scores_gemma":[0.96823287,0.0035994684,0.018095748,0.0017091278,0.0015035518,0.0021691578,0.0012931034,0.00007301721,0.0033239664],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944124,0.0015196294,0.00059520005,0.00091344095,0.000765962,0.0017933206],"domain_scores_gemma":[0.9957936,0.0018279057,0.00031093982,0.00073056814,0.0005161642,0.0008208479],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002258495,0.0002513238,0.00040776265,0.0010381809,0.010166304,0.000051163013,0.0009941794,0.00022132753,0.00020600425],"category_scores_gemma":[0.00027244704,0.00027329908,0.00004566383,0.0017894816,0.0012422984,0.00071789004,0.0017763032,0.0016345399,0.00021520736],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000750695,0.00046503445,0.03185631,0.0014380743,0.00017081627,0.000063839914,0.008010937,0.000050347167,0.0011744956,0.35213882,0.18222012,0.4216605],"study_design_scores_gemma":[0.0012377019,0.00034537178,0.022022279,0.0004496678,0.000014597832,0.000007391354,0.010706605,0.002412014,0.0000036733957,0.0016554751,0.96082467,0.00032053428],"about_ca_topic_score_codex":0.0039601824,"about_ca_topic_score_gemma":0.0022166648,"teacher_disagreement_score":0.77860457,"about_ca_system_score_codex":0.00090035156,"about_ca_system_score_gemma":0.0065336977,"threshold_uncertainty_score":0.9999719},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Power (physics); Electrical engineering; Computer science; Engineering; Physics","score_opus":0.03350265418315947,"score_gpt":0.2680356187720046,"score_spread":0.23453296458884512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120292560","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25417933,0.00020971967,0.65619385,0.00014100003,0.00071583764,0.0022829894,0.00067697273,0.0005075058,0.08509279],"genre_scores_gemma":[0.99669725,0.000112490154,0.0017928988,0.00003058345,0.000044343833,0.000029060227,0.00007021399,0.000034607994,0.0011885258],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975475,0.00006922089,0.00033432906,0.00037602495,0.0008222078,0.0008507018],"domain_scores_gemma":[0.9985384,0.00039657956,0.00007755751,0.00039200182,0.00029011338,0.00030538772],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002732494,0.00027161962,0.00032045617,0.0010363352,0.00039479765,0.00004776857,0.0007472348,0.00014232231,0.0002619675],"category_scores_gemma":[0.00015486972,0.00029887716,0.00024964754,0.0006464246,0.00077941804,0.00083995314,0.00016267165,0.00049378537,0.000049160575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020422884,0.0008499014,0.0055009844,0.0019409874,0.0014928499,0.0002708653,0.005658204,0.018002836,0.5623877,0.18914685,0.012835142,0.19987136],"study_design_scores_gemma":[0.016699769,0.001149119,0.123735584,0.0025175281,0.00021645607,0.000102690814,0.00488973,0.67925894,0.06058999,0.009238962,0.09833983,0.0032613985],"about_ca_topic_score_codex":0.000538344,"about_ca_topic_score_gemma":0.00012801503,"teacher_disagreement_score":0.74251795,"about_ca_system_score_codex":0.0006938954,"about_ca_system_score_gemma":0.0007620472,"threshold_uncertainty_score":0.99994636},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.09444123198150571,"score_gpt":0.3954908646013159,"score_spread":0.30104963261981016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121932866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76582277,0.00034781944,0.1703649,0.0075936033,0.00071334623,0.004290519,0.00041147353,0.00012857433,0.050327],"genre_scores_gemma":[0.9951593,0.000023161127,0.0015523578,0.000033627064,0.00008222708,0.000049580143,0.00001783374,0.000013754238,0.0030681137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99768656,0.00026041234,0.00025500634,0.00047404668,0.00052016875,0.0008038154],"domain_scores_gemma":[0.9978463,0.000769295,0.00015531383,0.0006915081,0.00032092357,0.00021667723],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016874679,0.00015630547,0.00023526841,0.00045483754,0.0037281122,0.00007110507,0.00096379564,0.000068409594,0.000029671295],"category_scores_gemma":[0.0010518819,0.0001267328,0.00014323658,0.0003162591,0.001514614,0.00021643397,0.00039813176,0.00041452024,0.000022359432],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008587306,0.00090028124,0.14579535,0.00044439384,0.001166973,0.00008894425,0.013687435,0.00017257755,0.0020810587,0.7332039,0.010247558,0.08362424],"study_design_scores_gemma":[0.0044282186,0.0018592688,0.9000786,0.0006934138,0.00009491378,0.000019593275,0.0071112905,0.00022954044,0.00043972142,0.0030869807,0.08157377,0.00038469597],"about_ca_topic_score_codex":0.0035401885,"about_ca_topic_score_gemma":0.010972484,"teacher_disagreement_score":0.75428325,"about_ca_system_score_codex":0.00024692874,"about_ca_system_score_gemma":0.0006288371,"threshold_uncertainty_score":0.9975689},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.10350571600656919,"score_gpt":0.29045082127404903,"score_spread":0.18694510526747984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134861469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4567768,0.0008551244,0.1432447,0.009562735,0.0010195725,0.00091276446,0.00010971957,0.00040101685,0.38711756],"genre_scores_gemma":[0.99465877,0.000072877905,0.0014519677,0.00014912037,0.0006307438,0.0000010026606,0.00017756356,0.0000131126435,0.0028448203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795365,0.00007103078,0.00021152417,0.00038242812,0.0009173315,0.0004640132],"domain_scores_gemma":[0.99896103,0.00017108441,0.000107132044,0.00032541747,0.0003694753,0.00006585212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061023247,0.00014824193,0.00019465851,0.0011273557,0.0005237319,0.00008996182,0.0005719562,0.00010316577,0.0003604062],"category_scores_gemma":[0.0007661388,0.00016846905,0.00016374495,0.0018277833,0.00059306127,0.0011632084,0.00073201495,0.00052806694,0.00015787205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012785011,0.0001690858,0.0015455812,0.000081406775,0.00005253302,0.00017923205,0.000048108544,0.00012663467,0.025760941,0.9616711,0.004762045,0.005475446],"study_design_scores_gemma":[0.0029624335,0.00009062788,0.076102756,0.0005535034,0.00013320945,0.000052864958,0.00084159937,0.0040602633,0.012243243,0.20447554,0.697765,0.00071896764],"about_ca_topic_score_codex":0.0008142573,"about_ca_topic_score_gemma":0.0003203927,"teacher_disagreement_score":0.7571956,"about_ca_system_score_codex":0.00017096258,"about_ca_system_score_gemma":0.0010528595,"threshold_uncertainty_score":0.6869969},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04534164180772894,"score_gpt":0.27239743765544167,"score_spread":0.22705579584771274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142558190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6428486,0.00013175521,0.34181848,0.00016680427,0.0002486451,0.0005372846,0.00014252432,0.00031999146,0.013785913],"genre_scores_gemma":[0.98696333,0.00008970233,0.012594178,0.000014547051,0.00013431249,0.0000023272294,0.000018401208,0.00003508106,0.00014812795],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99774164,0.000047498826,0.0002746098,0.00039691798,0.00079995336,0.0007393666],"domain_scores_gemma":[0.99876016,0.00025392376,0.000044088352,0.00034362817,0.0001771189,0.00042109963],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028322337,0.00023313168,0.00029651876,0.0015596999,0.00046808104,0.000030866406,0.00058184547,0.000104686296,0.000035147255],"category_scores_gemma":[0.0003875437,0.00026850455,0.000116392155,0.0013068235,0.00012327422,0.0002617414,0.00040850657,0.00063724734,0.000054751843],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076832584,0.00013968098,0.000132211,0.000057234436,0.00007024444,0.00027606153,0.00022377323,0.5593206,0.42376,0.014357462,0.000057005636,0.0015288529],"study_design_scores_gemma":[0.0020643116,0.000636272,0.0014218666,0.0011160562,0.00006248707,0.00021089135,0.000430105,0.34571502,0.6350095,0.0043542795,0.008012851,0.0009663475],"about_ca_topic_score_codex":0.0007079942,"about_ca_topic_score_gemma":0.00010367706,"teacher_disagreement_score":0.34411472,"about_ca_system_score_codex":0.0007766731,"about_ca_system_score_gemma":0.0006929029,"threshold_uncertainty_score":0.9999767},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuroscience; Retina; Multielectrode array; Affect (linguistics); Biology; Physics; Psychology; Communication; Microelectrode","score_opus":0.028494555010906652,"score_gpt":0.26937143839581795,"score_spread":0.2408768833849113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176181697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98691607,0.00008952289,0.0064310557,0.00040834871,0.000116056675,0.001188705,0.00007604475,0.00023406438,0.0045401505],"genre_scores_gemma":[0.998581,0.00007821035,0.00031421307,0.000035351324,0.00007234741,0.000012584773,0.00002105392,0.000032914064,0.0008523262],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9969522,0.00064478134,0.00020659156,0.0004609271,0.0008788078,0.00085674145],"domain_scores_gemma":[0.99828523,0.0008501259,0.00003520053,0.0006577379,0.000066147324,0.000105551924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010105058,0.0002695047,0.00021270657,0.00080584036,0.00061691797,0.00011984792,0.0012840718,0.000060951723,0.000037075948],"category_scores_gemma":[0.00018896449,0.00020525517,0.00013340359,0.0010526204,0.00047810157,0.00029795163,0.0002424184,0.0016502002,0.00010344771],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066480815,0.0019825136,0.4049864,0.0002731965,0.00043394067,0.0012694355,0.007996646,0.060946688,0.50067955,0.011512678,0.002082116,0.0071720337],"study_design_scores_gemma":[0.00562491,0.0006901921,0.89934444,0.00033513436,0.00007137303,0.00012840849,0.007974982,0.02932541,0.04010874,0.00029793812,0.014847739,0.001250721],"about_ca_topic_score_codex":0.00081383344,"about_ca_topic_score_gemma":0.0012957763,"teacher_disagreement_score":0.49435803,"about_ca_system_score_codex":0.00034995397,"about_ca_system_score_gemma":0.00016596238,"threshold_uncertainty_score":0.8370063},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mega-; Geography; Megacity; Geology; Physics; Biology; Astronomy; Ecology","score_opus":0.02969797400859103,"score_gpt":0.24109628099300137,"score_spread":0.21139830698441034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185755850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686604,0.00040515343,0.016514793,0.00018303294,0.00014725477,0.00023821538,0.0006173621,0.00015094125,0.0130828265],"genre_scores_gemma":[0.99766415,0.0008871301,0.0009894363,0.000011388625,0.000050400395,0.0000018746632,0.0001297327,0.000011992139,0.00025389317],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99836475,0.00017785205,0.0002574994,0.00023771597,0.00057723705,0.00038492968],"domain_scores_gemma":[0.9988093,0.00026776362,0.000065996086,0.0004449089,0.0002728134,0.00013921327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033477208,0.00015438459,0.000286914,0.0006045143,0.0003052105,0.000026349342,0.0006244492,0.00009244006,0.00013868515],"category_scores_gemma":[0.00021632346,0.00013618432,0.00016141367,0.0012819703,0.0008068849,0.00026152772,0.00030679582,0.0004840104,0.0000054083475],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060600555,0.0011481671,0.02758795,0.00059498125,0.0014100096,0.0011793288,0.0017562477,0.00396403,0.63849854,0.22976252,0.0011708804,0.092321314],"study_design_scores_gemma":[0.004019652,0.0013274895,0.49927956,0.0010425096,0.00064205495,0.00029651486,0.008411346,0.12953047,0.250627,0.00837742,0.094341956,0.00210401],"about_ca_topic_score_codex":0.0005183172,"about_ca_topic_score_gemma":0.00072952517,"teacher_disagreement_score":0.4716916,"about_ca_system_score_codex":0.00015956549,"about_ca_system_score_gemma":0.00039406892,"threshold_uncertainty_score":0.55534357},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Intensity (physics); Environmental science; Physics; Optics","score_opus":0.10901451158075667,"score_gpt":0.31895481610959225,"score_spread":0.20994030452883558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185794912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97284275,0.00012448206,0.013454324,0.0009858428,0.00015208215,0.00023180699,0.0000240463,0.00008851935,0.012096157],"genre_scores_gemma":[0.9966297,0.0004099657,0.00055074145,0.000044313103,0.000086426204,0.0000021314363,0.000036462625,0.000006309683,0.002233924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9970291,0.00085103844,0.00020248826,0.00051809143,0.0008644711,0.0005347853],"domain_scores_gemma":[0.9977468,0.0009845113,0.000056629648,0.00028166556,0.0006533092,0.0002770341],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016475227,0.00012762717,0.00021582934,0.0020206016,0.0019004465,0.00017545522,0.0003104996,0.00011574846,0.0001020141],"category_scores_gemma":[0.0030622133,0.00016178751,0.000108099295,0.0031562464,0.0018894887,0.0008070479,0.00036648265,0.0008183055,0.000030807914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068858446,0.0010176332,0.41577348,0.00015163617,0.00027763733,0.0015068538,0.012197724,0.0012939746,0.0072797257,0.51647896,0.00089187984,0.042441916],"study_design_scores_gemma":[0.0015759399,0.00013065877,0.8330626,0.00069977995,0.00009767707,0.00005070232,0.050893273,0.0067012524,0.004401321,0.013734673,0.08773478,0.0009173389],"about_ca_topic_score_codex":0.047765035,"about_ca_topic_score_gemma":0.17830098,"teacher_disagreement_score":0.50274426,"about_ca_system_score_codex":0.0012549211,"about_ca_system_score_gemma":0.0016982062,"threshold_uncertainty_score":0.99939895},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.05310637103644534,"score_gpt":0.2851828978247948,"score_spread":0.23207652678834945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921971130","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013453845,0.00025512362,0.32116562,0.00008970012,0.00047198127,0.0016110757,0.0021640959,0.00060695194,0.6722901],"genre_scores_gemma":[0.58974373,0.0006421654,0.00774028,0.000021248678,0.0006825815,0.000033818556,0.0041059754,0.0009486849,0.39608154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928773,0.00080967386,0.0007090127,0.0013810663,0.00283514,0.0013877813],"domain_scores_gemma":[0.9940372,0.0028908022,0.00079510635,0.0011419165,0.00055573724,0.0005792148],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011929674,0.0007564371,0.00084366684,0.009542341,0.0012005541,0.00008693318,0.0014541473,0.00058048853,0.002184385],"category_scores_gemma":[0.0015332684,0.0008750985,0.00033962863,0.0028705262,0.004039775,0.00037789805,0.0012400831,0.0015516591,0.005160816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021857142,0.0022023257,0.0016328384,0.0018168741,0.0014041889,0.00044001202,0.00033617823,0.086095706,0.09502877,0.60467947,0.20233655,0.0018413865],"study_design_scores_gemma":[0.0039481916,0.0008801518,0.000741476,0.004887578,0.00046390327,0.00010461068,0.0001150129,0.075962126,0.0039309277,0.0026013167,0.9044706,0.0018940789],"about_ca_topic_score_codex":0.0016083283,"about_ca_topic_score_gemma":0.0018455595,"teacher_disagreement_score":0.7021341,"about_ca_system_score_codex":0.0028505211,"about_ca_system_score_gemma":0.0022167515,"threshold_uncertainty_score":0.99937},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.09815838304035378,"score_gpt":0.45787233383837916,"score_spread":0.3597139507980254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983691525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9096002,0.000142268,0.0040580104,0.0041580955,0.001882669,0.0075342422,0.0006456408,0.00066487776,0.07131403],"genre_scores_gemma":[0.9845734,0.00022040031,0.000541867,0.00040345985,0.00019169127,0.000077516816,0.00019862088,0.000031517302,0.013761485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99306256,0.0025006891,0.0005498164,0.0006828959,0.0018382788,0.0013657681],"domain_scores_gemma":[0.99466383,0.0037551355,0.0003091865,0.000530653,0.00021826812,0.00052292336],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027642597,0.0002892425,0.00047597653,0.0018990312,0.0034207273,0.000016412689,0.0007439376,0.0001487624,0.00015313421],"category_scores_gemma":[0.0009288159,0.00027341302,0.0002055104,0.0020979594,0.0009934322,0.0002677493,0.0016667312,0.0015054845,0.000630613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022314894,0.0018842696,0.013888864,0.0031290154,0.00038578495,0.0006479173,0.0031288427,0.00021314094,0.022776842,0.88667274,0.05733102,0.0077100624],"study_design_scores_gemma":[0.013372918,0.0036785533,0.8559057,0.011483032,0.0000855077,0.000008775733,0.024972009,0.00086328073,0.013663733,0.016183814,0.058313902,0.0014687685],"about_ca_topic_score_codex":0.00389511,"about_ca_topic_score_gemma":0.0011799483,"teacher_disagreement_score":0.87048894,"about_ca_system_score_codex":0.001677664,"about_ca_system_score_gemma":0.0021475502,"threshold_uncertainty_score":0.9999718},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intelligibility (philosophy); Active listening; Reverberation; Second language; Phonetics; Age groups","score_opus":0.059081682264870164,"score_gpt":0.36444384647119216,"score_spread":0.305362164206322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990720368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926947,0.000009108184,0.00403966,0.00015480768,0.00013526231,0.0010847887,0.000125764,0.00009370759,0.0016622022],"genre_scores_gemma":[0.99776334,0.00003080785,0.0010677167,0.00003311722,0.00002569547,0.0000144919495,0.000013716042,0.000012658268,0.0010384625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972504,0.00044403633,0.00023029915,0.00058106735,0.00089405524,0.00060013845],"domain_scores_gemma":[0.99295926,0.00646969,0.00004769781,0.00028732698,0.00006796586,0.00016803434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010539645,0.00014254592,0.00021598481,0.0016742831,0.0003024423,0.000030922165,0.0006203319,0.000104610604,0.000016858246],"category_scores_gemma":[0.0051144096,0.00014194215,0.00012665158,0.0017289227,0.0012400992,0.00016987772,0.0003525134,0.0005892571,0.00005630648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010502927,0.00078873365,0.0030331372,0.00049371156,0.000018028011,0.00041598672,0.0007887259,0.0008126845,0.9098814,0.07178282,0.00017499935,0.010759446],"study_design_scores_gemma":[0.0041739787,0.0023852894,0.3524404,0.0009964238,0.000024644285,0.000015423871,0.0013662723,0.009843544,0.6064706,0.019047113,0.002637349,0.0005989826],"about_ca_topic_score_codex":0.00014445404,"about_ca_topic_score_gemma":0.00008972462,"teacher_disagreement_score":0.34940726,"about_ca_system_score_codex":0.00038807356,"about_ca_system_score_gemma":0.00031756374,"threshold_uncertainty_score":0.61227953},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Creativity; Quality (philosophy); Research design; Quality of life (healthcare)","score_opus":0.15915874656520107,"score_gpt":0.3960523371060178,"score_spread":0.2368935905408167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002333733","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28463873,0.045443583,0.58533806,0.01656109,0.0005179864,0.009727662,0.0046207444,0.0013712494,0.051780894],"genre_scores_gemma":[0.9848794,0.0004607914,0.011080192,0.000094651754,0.0003315468,0.000024262037,0.00028863255,0.000035836834,0.0028047317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968403,0.0006286838,0.00015973947,0.0007605513,0.0008404468,0.0007702784],"domain_scores_gemma":[0.99498004,0.0037096438,0.000020909043,0.00032824697,0.00038685332,0.0005743281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002146011,0.00020732991,0.00025748104,0.0019087774,0.001110624,0.00023238976,0.00023364121,0.00018650501,0.000011494673],"category_scores_gemma":[0.0018382545,0.0001961299,0.000084933126,0.0015765602,0.0018611097,0.00040991657,0.00049489085,0.0013076357,0.000011422629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004574689,0.0003497494,0.00023869683,0.001437485,0.0003125054,0.0072453776,0.002017685,0.00005177458,0.0071496214,0.77872616,0.01450887,0.18338738],"study_design_scores_gemma":[0.007417376,0.008085281,0.017713198,0.022406813,0.0004911593,0.0037822959,0.0044623446,0.050602805,0.057933494,0.07752788,0.74780023,0.001777132],"about_ca_topic_score_codex":0.00024468763,"about_ca_topic_score_gemma":0.000070083384,"teacher_disagreement_score":0.7332913,"about_ca_system_score_codex":0.00027451277,"about_ca_system_score_gemma":0.0010330954,"threshold_uncertainty_score":0.8542135},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reservation; Tourism; The Internet; Work (physics); Quarter (Canadian coin); Destinations; Web application; Web site","score_opus":0.1253452010601746,"score_gpt":0.3377820524952247,"score_spread":0.2124368514350501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009761712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9305323,0.000009719808,0.06374061,0.0007950793,0.00001600391,0.001466111,0.0005458357,0.000039783656,0.0028545996],"genre_scores_gemma":[0.99237984,0.000021966955,0.006874269,0.000049098413,0.000019616455,0.00003182215,0.000043529697,0.000014774955,0.00056506373],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9966088,0.00064725766,0.0002758927,0.00071967195,0.0011250243,0.00062335614],"domain_scores_gemma":[0.9975902,0.0015640913,0.00013276857,0.0003877334,0.00007050457,0.00025470505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012770423,0.00019285036,0.00022390547,0.0005773423,0.0008965987,0.00002202586,0.0004219419,0.000059266356,0.0002329526],"category_scores_gemma":[0.0012868907,0.0001759202,0.000070703965,0.00079719495,0.0019324435,0.0004608255,0.00035246107,0.0002867267,0.000025813064],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002029802,0.0018174244,0.3971207,0.0002322533,0.00011333157,0.000085273925,0.0030287416,0.004518353,0.46133927,0.0018964988,0.0002956207,0.12752274],"study_design_scores_gemma":[0.006776247,0.0033563003,0.91647476,0.00032199518,0.000059933373,0.0000037045243,0.0054567084,0.05210189,0.0050235805,0.001083654,0.008704274,0.0006369592],"about_ca_topic_score_codex":0.0011980803,"about_ca_topic_score_gemma":0.0027114686,"teacher_disagreement_score":0.51935405,"about_ca_system_score_codex":0.0006471064,"about_ca_system_score_gemma":0.00045528277,"threshold_uncertainty_score":0.7173817},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.20612969226566522,"score_gpt":0.3548605676646641,"score_spread":0.1487308753989989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024124880","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38542992,0.0004713944,0.4998085,0.032289006,0.0005913743,0.0064360453,0.008737663,0.00011389704,0.06612223],"genre_scores_gemma":[0.9984755,0.000011625464,0.0004894658,0.000022519094,0.00014439273,0.000008270352,0.00024174381,0.000006689585,0.0005997755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982212,0.0002726182,0.00017830542,0.00035163926,0.0005622409,0.00041400176],"domain_scores_gemma":[0.9977953,0.0012691705,0.00006913024,0.00049877935,0.00024752214,0.0001201003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014250852,0.00010718154,0.00012661051,0.00078229356,0.00058340805,0.00002822186,0.0009707116,0.000045615085,0.000091564325],"category_scores_gemma":[0.00040018544,0.00007242378,0.000057941834,0.0006682457,0.0006076376,0.0005566822,0.0002424716,0.00021112224,0.000014677109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027892413,0.00022926232,0.013543161,0.00004322416,0.00006961143,0.000026739395,0.0004056777,0.00028106413,0.011098482,0.90309304,0.001338506,0.0695923],"study_design_scores_gemma":[0.012707844,0.00093290716,0.7126755,0.004635811,0.00016296888,0.000016241906,0.0030910482,0.06808516,0.0090630865,0.06958255,0.11735496,0.0016919276],"about_ca_topic_score_codex":0.03168442,"about_ca_topic_score_gemma":0.082501255,"teacher_disagreement_score":0.8335105,"about_ca_system_score_codex":0.00034446284,"about_ca_system_score_gemma":0.0018904918,"threshold_uncertainty_score":0.9747637},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","score_opus":0.058047562184217034,"score_gpt":0.3214264554274438,"score_spread":0.2633788932432268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027385461","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007598568,0.00062567584,0.0054930793,0.0008846158,0.0005202604,0.0030118374,0.0014878588,0.00015645716,0.98706037],"genre_scores_gemma":[0.35649556,0.0027928397,0.0010358284,0.000046683705,0.0008512321,0.000094215044,0.0010603877,0.0004855841,0.6371377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931634,0.0013882337,0.00040780474,0.0008053873,0.0031219432,0.0011132342],"domain_scores_gemma":[0.99644864,0.0006974931,0.0006141659,0.0018224255,0.00023090711,0.00018639963],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0030296403,0.0004453348,0.0004109697,0.003999087,0.002008576,0.00015447462,0.003939177,0.00025091355,0.00024026436],"category_scores_gemma":[0.00071800477,0.00033592287,0.00025259578,0.0015069476,0.00576761,0.00023552276,0.0012807572,0.001644897,0.0004014894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087752566,0.00085504964,0.0020182305,0.00019615507,0.0004454306,0.00041761855,0.00088526984,0.00012933004,0.0025889964,0.6183802,0.36167958,0.011526608],"study_design_scores_gemma":[0.0015068892,0.00020011285,0.012729251,0.00088371016,0.000059708906,0.000008749782,0.0006205098,0.00017233189,0.00031350262,0.0020527316,0.9810854,0.00036706607],"about_ca_topic_score_codex":0.031820633,"about_ca_topic_score_gemma":0.074485436,"teacher_disagreement_score":0.61940587,"about_ca_system_score_codex":0.0012655009,"about_ca_system_score_gemma":0.0023326823,"threshold_uncertainty_score":0.9999093},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telehealth; MEDLINE; Physical activity; Training (meteorology); Telemedicine","score_opus":0.09172268667404862,"score_gpt":0.3152826648531203,"score_spread":0.22355997817907167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027926577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791218,0.00017302626,0.0010192475,0.014737257,0.00009391648,0.0004821171,0.00007611521,0.000033150827,0.004263386],"genre_scores_gemma":[0.9978911,0.00034343908,0.00026005466,0.00016137068,0.0002792543,0.000010550982,0.000024587913,0.0000047521366,0.0010248746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733317,0.0002995611,0.00019932598,0.0005039357,0.0010534822,0.0006105191],"domain_scores_gemma":[0.9980433,0.0010493295,0.000059871523,0.00023751798,0.0001597256,0.0004502324],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004895768,0.00017373195,0.00023656012,0.00033351238,0.00071188516,0.000025157016,0.00049989606,0.00008556116,0.00009204492],"category_scores_gemma":[0.00086333655,0.000095355295,0.000061273735,0.00074122957,0.0027483108,0.00024302698,0.0003342501,0.00055884547,0.000010365192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005911078,0.00053441245,0.68905234,0.00003728865,0.000061194754,0.0001795755,0.0006643017,0.000004212956,0.071758404,0.091742754,0.0009779022,0.1443965],"study_design_scores_gemma":[0.000886779,0.00020217635,0.98071176,0.00038945206,0.000008019873,0.000028101464,0.0010086467,0.00013227914,0.00070300023,0.0023089494,0.013456121,0.0001647164],"about_ca_topic_score_codex":0.10958764,"about_ca_topic_score_gemma":0.049279362,"teacher_disagreement_score":0.2916594,"about_ca_system_score_codex":0.00063802354,"about_ca_system_score_gemma":0.0046027214,"threshold_uncertainty_score":0.9999656},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Perception; Government (linguistics); Public health policy; Public policy; Electronic health record; Confidentiality","score_opus":0.05655537131018264,"score_gpt":0.32747406299827725,"score_spread":0.2709186916880946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042659608","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005488277,0.0006097569,0.025617009,0.00017085455,0.0005266805,0.00518428,0.012929533,0.0019434579,0.94753015],"genre_scores_gemma":[0.3444566,0.00035751474,0.0055291913,0.000016491034,0.00051389076,0.00014868587,0.0030628894,0.0008569449,0.6450578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919154,0.0019960278,0.00057333015,0.001412892,0.002170757,0.0019315662],"domain_scores_gemma":[0.993244,0.0019616135,0.0007339014,0.0024248797,0.00059414783,0.0010414452],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0022083037,0.00094646675,0.001018757,0.01081827,0.008675361,0.0005117886,0.0032884513,0.0007643005,0.000275609],"category_scores_gemma":[0.0021933615,0.0011365784,0.00050630595,0.0014943129,0.008117591,0.0010595833,0.0023192836,0.0035462247,0.000943736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001287723,0.0010958695,0.020818917,0.0027741222,0.001906379,0.0015409557,0.002452317,0.00004962605,0.0046398514,0.2800831,0.68082243,0.0025286954],"study_design_scores_gemma":[0.0077731325,0.0009648058,0.153917,0.014323708,0.00088618265,0.00042860344,0.018298028,0.0008792808,0.0002793657,0.0018094559,0.79673904,0.003701427],"about_ca_topic_score_codex":0.01299297,"about_ca_topic_score_gemma":0.021454163,"teacher_disagreement_score":0.33896834,"about_ca_system_score_codex":0.0025837598,"about_ca_system_score_gemma":0.0028613838,"threshold_uncertainty_score":0.9998341},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Clinical Practice; Epidemiology; Population; MEDLINE; Incidence (geometry)","score_opus":0.03961894474303919,"score_gpt":0.39090404958255814,"score_spread":0.35128510483951897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042793243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911467,0.00058618136,0.00017116797,0.0028305086,0.0000448216,0.0005949455,0.00005279068,0.000024867313,0.004548049],"genre_scores_gemma":[0.9968856,0.0016684051,0.00057952036,0.000019414785,0.00004511036,0.000004477777,0.0000075092157,0.000007601601,0.0007823927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810183,0.00035157392,0.0001709876,0.0003376697,0.00050629297,0.00053161645],"domain_scores_gemma":[0.9980052,0.001173101,0.000071684764,0.00026061913,0.00018142608,0.00030794868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011592524,0.00013085392,0.00017484787,0.0018922788,0.0008946087,0.00001570771,0.00030098108,0.00008197806,0.000019411993],"category_scores_gemma":[0.0022761507,0.000081555016,0.00004423382,0.0015383636,0.0020139362,0.00048883696,0.0003002835,0.00042804301,0.000009447493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006514985,0.00026367235,0.972543,0.000058436217,0.00006175398,0.00011433073,0.00009491006,8.1420023e-7,0.0020497218,0.016130472,0.000035191573,0.0079961745],"study_design_scores_gemma":[0.00097539235,0.0012513492,0.9953505,0.000486618,0.000023966624,0.00018854861,0.00010245683,0.000033150664,0.00011914935,0.00039780946,0.0009773413,0.000093727336],"about_ca_topic_score_codex":0.0027674616,"about_ca_topic_score_gemma":0.0012649357,"teacher_disagreement_score":0.022807466,"about_ca_system_score_codex":0.00031590048,"about_ca_system_score_gemma":0.00071139465,"threshold_uncertainty_score":0.7420432},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Association (psychology); Quality of life (healthcare); Affect (linguistics)","score_opus":0.0183684677509406,"score_gpt":0.2926005526638339,"score_spread":0.2742320849128933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112727336","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0790453,0.0013726078,0.03926732,0.00008206546,0.00027162288,0.009019172,0.0019994723,0.0008625171,0.8680799],"genre_scores_gemma":[0.98035103,0.000041834835,0.006450075,0.0000039590805,0.0001789779,0.00004039444,0.000116090465,0.00025805098,0.012559589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9943043,0.00080516917,0.00040055162,0.0010613421,0.002212083,0.001216539],"domain_scores_gemma":[0.9974843,0.00042394735,0.0005825033,0.00092261983,0.00038763302,0.00019895348],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009425335,0.0005770511,0.000688099,0.006450102,0.0008368076,0.00007862396,0.0016480514,0.00023055058,0.000052131214],"category_scores_gemma":[0.00012007477,0.0004725717,0.00020694365,0.004364537,0.0029382843,0.00037327802,0.0013762481,0.0020827581,0.000027698004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003972675,0.0039945166,0.04311113,0.015430064,0.0039718663,0.0036558579,0.0020263824,0.010734206,0.019335434,0.8760056,0.0032798178,0.014482468],"study_design_scores_gemma":[0.021695016,0.002258636,0.112392366,0.20642689,0.0020264317,0.00039301338,0.009829252,0.5998589,0.005259247,0.00013934812,0.03491413,0.0048067714],"about_ca_topic_score_codex":0.003780445,"about_ca_topic_score_gemma":0.0009459137,"teacher_disagreement_score":0.90130574,"about_ca_system_score_codex":0.0021935916,"about_ca_system_score_gemma":0.00631736,"threshold_uncertainty_score":0.9997752},"labels":[],"label_agreement":null}]}