{"meta":{"query_hash":"b87db4b8c80b","filters":{"venue":"UMP Institutional Repository (Universiti Malaysia Pahang)"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/b87db4b8c80b","api":"https://metacan.xera.ac/api/v1/cohort?venue=UMP+Institutional+Repository+%28Universiti+Malaysia+Pahang%29"},"results":[{"id":"W150820104","doi":"","title":"Determining the permeability of soil at Universiti Malaysia Pahang, Gambang Campus using guelph permeameter kit","year":2010,"lang":"en","type":"article","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Groundwater and Watershed Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permeameter; Permeability (electromagnetism); Soil science; Water content; Environmental science; Soil test; Soil water; Geology; Geotechnical engineering; Hydraulic conductivity; Chemistry","score_opus":0.009138340339317014,"score_gpt":0.19706307152681246,"score_spread":0.18792473118749545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W150820104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825373,0.00028114623,0.0069896993,0.00010140133,0.0000136142025,0.00011036421,0.0017127207,0.00023336378,0.008020298],"genre_scores_gemma":[0.9743293,0.00054637843,0.01817807,0.000033152755,0.0000032689934,0.00013213081,0.00086725474,0.000021566964,0.0058888877],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996277,0.000054635875,0.00002827393,0.00008028564,0.00016886958,0.000040253475],"domain_scores_gemma":[0.9996989,0.00006978648,0.000092008064,0.000016389085,0.000093241455,0.000029815661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002470877,0.000259267,0.00020602648,0.0009601695,0.00043653717,0.00062523433,0.00028972546,0.00033883227,0.0025059364],"category_scores_gemma":[0.0004866774,0.00020179879,0.00015519992,0.00138789,0.00023258013,0.00050512474,0.00038500217,0.00034981009,0.0005547133],"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":[0.0005363186,0.0004051418,0.3175318,0.00085107674,0.00012107561,0.0021874954,0.0036526276,0.0037874365,0.53612643,0.0014968856,0.003186225,0.13011745],"study_design_scores_gemma":[0.000020636418,0.0008457487,0.6370035,0.00014848603,0.00009710047,0.0014997331,0.003642357,0.012215002,0.32591948,0.0008698077,0.017611017,0.00012713468],"about_ca_topic_score_codex":0.0035919093,"about_ca_topic_score_gemma":0.010562029,"teacher_disagreement_score":0.0035919093,"about_ca_system_score_codex":0.0003249776,"about_ca_system_score_gemma":0.00036310253,"threshold_uncertainty_score":0.008383155},"labels":[],"label_agreement":null},{"id":"W1528144136","doi":"10.17485/ijst/2014/v7i9/47894","title":"Use of Wireless Sensor and Microcontroller to Develop Water-level Monitoring System","year":2014,"lang":"en","type":"article","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Microcontroller; Computer science; Data acquisition; Wireless sensor network; Wireless; Flexibility (engineering); Real-time computing; Embedded system; Computer hardware; Data transmission; Process (computing); Telecommunications; Computer network; Operating system","score_opus":0.03193487716177822,"score_gpt":0.20688475546694277,"score_spread":0.17494987830516454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528144136","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10513628,0.0023807515,0.86575675,0.00042367494,0.00047596096,0.00077493355,0.00023073613,0.0041085607,0.020712346],"genre_scores_gemma":[0.65280306,0.0017290745,0.32100764,0.00026131523,0.00012086234,0.00056596607,0.0004094499,0.00014698577,0.022955732],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950004,0.000058670663,0.000044164706,0.00009836925,0.0002629349,0.00003568799],"domain_scores_gemma":[0.99979776,0.000022033588,0.000025020554,0.000018058256,0.00012282834,0.000014239065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023866569,0.00041215483,0.0003517961,0.0005499348,0.00019346701,0.00039740303,0.00073892827,0.00033018453,0.001660981],"category_scores_gemma":[0.0004208638,0.00021067263,0.00020456269,0.00029220575,0.00012995547,0.00073551777,0.00038967983,0.00026809558,0.0008056524],"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":[0.0001574879,0.00018419244,0.006445588,0.0009481075,0.000084361054,0.0008562229,0.00032513088,0.0106087,0.53136647,0.006527176,0.005826353,0.43667024],"study_design_scores_gemma":[0.00008808898,0.001816262,0.009120241,0.00013938731,0.00019913256,0.0026912743,0.00015284748,0.10041943,0.7285896,0.0016656811,0.15501253,0.00010555336],"about_ca_topic_score_codex":0.00030109938,"about_ca_topic_score_gemma":0.0002843883,"teacher_disagreement_score":0.001660981,"about_ca_system_score_codex":0.00017217002,"about_ca_system_score_gemma":0.0003215993,"threshold_uncertainty_score":0.005556524},"labels":[],"label_agreement":null},{"id":"W2203773648","doi":"","title":"Adaptable effectiveness of industrialised building (IBS) in construction projects","year":2013,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","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":"Encana (Canada)","funders":"","keywords":"Construction waste; Construction management; Government (linguistics); Quality (philosophy); Productivity; Construction industry; Business; Engineering; Building construction; Construction engineering; Pre-construction services; Urban construction; Transport engineering; Civil engineering; Project management; Architectural engineering; Program management; Economic growth; Economics","score_opus":0.009042453486398011,"score_gpt":0.18433042970681118,"score_spread":0.17528797622041317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203773648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718631,0.00020326264,0.0007856284,0.00013580183,0.0000053637928,0.00008371384,0.00004048909,0.000035321344,0.026847307],"genre_scores_gemma":[0.9971501,0.00015868747,0.0010978241,0.00001112164,0.0000018434577,0.000020896374,0.000024541303,0.000004051179,0.001530884],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99260664,0.004009361,0.00037042156,0.00027769024,0.0020886918,0.0006472412],"domain_scores_gemma":[0.99470997,0.0018321607,0.0013732971,0.00050605455,0.0009374778,0.0006411225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00426985,0.00030906088,0.00019889353,0.0016475839,0.0006849859,0.001763098,0.00073122943,0.00037607944,0.004164241],"category_scores_gemma":[0.008683527,0.00020164147,0.00030962448,0.0012775218,0.000950279,0.0010381052,0.0028779267,0.00032947763,0.00031588197],"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":[0.00037312973,0.0018328661,0.4367372,0.0013380843,0.0001360735,0.0013344078,0.041615956,0.007014739,0.010180109,0.00659068,0.002088475,0.4907583],"study_design_scores_gemma":[0.00002142217,0.0013785026,0.92459244,0.00035301797,0.00007156834,0.0004716277,0.04789784,0.0024732258,0.002532745,0.00088672485,0.01927696,0.000043880133],"about_ca_topic_score_codex":0.0031705662,"about_ca_topic_score_gemma":0.008736732,"teacher_disagreement_score":0.00426985,"about_ca_system_score_codex":0.0015664904,"about_ca_system_score_gemma":0.0012749765,"threshold_uncertainty_score":0.022581398},"labels":[],"label_agreement":null},{"id":"W2588007503","doi":"","title":"Investigation of DNAPL migration in double-porosity media using image analysis","year":2016,"lang":"en","type":"article","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Porosity; Porous medium; Saturation (graph theory); Water content; Materials science; Environmental science; Geotechnical engineering; Mineralogy; Soil science; Geology; Composite material; Mathematics","score_opus":0.01786464716055346,"score_gpt":0.20392726148686788,"score_spread":0.1860626143263144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588007503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90576017,0.0026722597,0.08583411,0.00014582794,0.00006578054,0.00013164725,0.00062794966,0.0008005434,0.0039617624],"genre_scores_gemma":[0.8566004,0.0027348734,0.13577865,0.000098298435,0.00003033315,0.00024798795,0.0005245026,0.00012345918,0.0038614862],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997911,0.00002065642,0.000014294823,0.000059752983,0.0000748913,0.000039368337],"domain_scores_gemma":[0.9996364,0.00011803984,0.00009612445,0.000018999608,0.00010444255,0.000025967627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033402885,0.00043567686,0.0002255406,0.0013815226,0.00021780054,0.00048947905,0.00033365327,0.00047712424,0.0014889402],"category_scores_gemma":[0.00036064044,0.00020630225,0.00027115023,0.00072737114,0.00029248054,0.00057827384,0.00031214915,0.0005608102,0.00035365214],"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":[0.000062022635,0.00003326621,0.00091030885,0.00017895315,0.000008409764,0.00016228753,0.00013525173,0.00016205058,0.98850995,0.00017835088,0.00006067296,0.00959847],"study_design_scores_gemma":[0.0000067670007,0.00015823139,0.008741518,0.000024411192,0.00002989,0.0004927575,0.0002446439,0.007224822,0.98144734,0.00012060706,0.0014852079,0.000023758428],"about_ca_topic_score_codex":0.0008803827,"about_ca_topic_score_gemma":0.0013196466,"teacher_disagreement_score":0.0014889402,"about_ca_system_score_codex":0.00030268874,"about_ca_system_score_gemma":0.0002007793,"threshold_uncertainty_score":0.004981041},"labels":[],"label_agreement":null},{"id":"W2607261208","doi":"","title":"FIM moves to new building","year":2016,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Architectural and Urban Studies","field":"Arts and Humanities","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":"Canadian Bulletin of Medical History","funders":"","keywords":"Computer science","score_opus":0.016023391671566547,"score_gpt":0.20795404969745804,"score_spread":0.1919306580258915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607261208","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06911027,0.0014256131,0.0022374887,0.026533647,0.002841828,0.00013502646,0.0011730089,0.00096554944,0.89557755],"genre_scores_gemma":[0.21216306,0.0015279711,0.00818731,0.009953243,0.00059494487,0.00024272232,0.0025101607,0.00072260544,0.76409787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812776,0.00018556151,0.00002667672,0.00020902397,0.00062780397,0.00082327076],"domain_scores_gemma":[0.9987418,0.0000826163,0.000033999495,0.00018171038,0.00025268245,0.00070724427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023562787,0.0005810438,0.00021621642,0.0012291465,0.007855919,0.005028619,0.0013470132,0.0025485223,0.09804689],"category_scores_gemma":[0.0033180541,0.00023715179,0.0005583328,0.0012608339,0.0018436542,0.0048815035,0.006756746,0.003407747,0.024506392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001597423,0.0003025887,0.0065515297,0.00019858382,0.0000111873815,0.0011559026,0.010031686,0.0003306073,0.0017960096,0.11111961,0.6158498,0.2524927],"study_design_scores_gemma":[0.0000034733303,0.000021852864,0.0034919914,0.00004597803,9.808122e-7,0.00008991457,0.0015871394,0.00004769405,0.00014007304,0.0011411335,0.99342406,0.000005707836],"about_ca_topic_score_codex":0.022805478,"about_ca_topic_score_gemma":0.05664074,"teacher_disagreement_score":0.09804689,"about_ca_system_score_codex":0.005465243,"about_ca_system_score_gemma":0.0052610566,"threshold_uncertainty_score":0.32799953},"labels":[],"label_agreement":null},{"id":"W6980432349","doi":"","title":"Carbon formation inhibition in solid oxide fuel cells (SOFCs) using H2S","year":2014,"lang":"en","type":"dissertation","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Universiti Malaysia Pahang","keywords":"Anode; Oxide; Operating temperature; Solid oxide fuel cell; Carbon fibers; Direct-ethanol fuel cell; Fuel cells; Hydrocarbon","score_opus":0.006041940806780568,"score_gpt":0.18513118736079046,"score_spread":0.1790892465540099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980432349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99474347,0.0011261184,0.0022356731,0.000055118977,0.00002490107,0.000020159983,0.000084227264,0.000070131384,0.0016401444],"genre_scores_gemma":[0.99701536,0.0006293621,0.0012583305,0.000015174687,0.0000045109778,0.000011610595,0.00008528655,0.000011344557,0.00096903264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999851,0.0000142009285,0.000008927846,0.000027904642,0.00006696005,0.000030915326],"domain_scores_gemma":[0.99992764,0.000025440255,0.000015144767,0.000008180054,0.000016485976,0.000007175425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014188056,0.00025623475,0.0002443742,0.0001402515,0.00021842193,0.0004258359,0.00035541476,0.000219687,0.0003868524],"category_scores_gemma":[0.00016220874,0.00018823789,0.00019626197,0.00010614022,0.00020675754,0.00023704104,0.00018758106,0.00031919964,0.00014895404],"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":[0.00009778719,0.000025361514,0.0002900048,0.00008591217,0.0000072684547,0.00003587978,0.000028633172,0.00058500643,0.99598324,0.00014108117,0.000072214614,0.002647559],"study_design_scores_gemma":[0.000002491505,0.00004767213,0.0002888524,0.000001981002,0.0000022632082,0.0000079371375,0.000006945716,0.0010744268,0.99815035,0.0000111323925,0.00040460547,0.0000013600835],"about_ca_topic_score_codex":0.0012043586,"about_ca_topic_score_gemma":0.0020843004,"teacher_disagreement_score":0.0012043586,"about_ca_system_score_codex":0.00039517944,"about_ca_system_score_gemma":0.00019341354,"threshold_uncertainty_score":0.0028672218},"labels":[],"label_agreement":null},{"id":"W6980744192","doi":"","title":"Contextualising the CEFR: the Universiti Malaysia Pahang english language proficiency writing test","year":2018,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","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":"Government (linguistics); Context (archaeology); Subject (documents); Subpoena; Test (biology); Natural language","score_opus":0.00909809191600289,"score_gpt":0.21726984676762645,"score_spread":0.20817175485162356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980744192","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8814298,0.003733226,0.0061809546,0.0144324945,0.00047785474,0.0009355036,0.002907154,0.00011997472,0.089782976],"genre_scores_gemma":[0.98808706,0.0010520057,0.0054689245,0.001072323,0.000049259415,0.0005158017,0.0009475132,0.000024899711,0.002782284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9878363,0.0069472273,0.0014820878,0.0008905388,0.0020662101,0.000777613],"domain_scores_gemma":[0.98692304,0.004644002,0.0017791544,0.00072195765,0.0047826166,0.001149253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009211311,0.0003551187,0.00026999478,0.0020513525,0.0017918728,0.0035984856,0.0006819229,0.00089909986,0.0021387863],"category_scores_gemma":[0.024301749,0.00015525644,0.00020215931,0.0025501663,0.0022938978,0.0032677646,0.0049619228,0.0017678484,0.000550621],"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":[0.00018025943,0.00055293896,0.30755126,0.0024875388,0.00004286746,0.004643232,0.30288818,0.0013853876,0.0023941188,0.02727107,0.01838908,0.332214],"study_design_scores_gemma":[0.00002514554,0.00042383012,0.43139023,0.0037957048,0.000043901677,0.0014426827,0.34541947,0.00081597245,0.0046160235,0.007748438,0.20408177,0.00019685444],"about_ca_topic_score_codex":0.019712422,"about_ca_topic_score_gemma":0.033357736,"teacher_disagreement_score":0.019712422,"about_ca_system_score_codex":0.003987191,"about_ca_system_score_gemma":0.009171615,"threshold_uncertainty_score":0.048714697},"labels":[],"label_agreement":null},{"id":"W6996208082","doi":"","title":"Safety measures at rural stop controlled intersection in UMP Gambang","year":2017,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","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":"Intersection (aeronautics); Limiting; Work (physics); Noise (video)","score_opus":0.011567773536149129,"score_gpt":0.22361304731963574,"score_spread":0.21204527378348662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996208082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98265463,0.0008541652,0.0014365651,0.00044567883,0.00004865708,0.00028214278,0.00012973983,0.00005488681,0.014093693],"genre_scores_gemma":[0.9903212,0.00097263046,0.0018791064,0.000096915595,0.000011348776,0.00024068943,0.00017161384,0.0000081050985,0.0062983674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991534,0.0002492316,0.000029980913,0.00012801247,0.00022030741,0.0002190621],"domain_scores_gemma":[0.99935335,0.0001349628,0.00015539116,0.000038333295,0.00017015156,0.00014790174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058123487,0.0007690815,0.00038394384,0.0011959403,0.0030128474,0.0013524281,0.0014312003,0.0012894112,0.0059759323],"category_scores_gemma":[0.0010627477,0.00032132625,0.00036676993,0.0015234257,0.0011118465,0.0009861009,0.0017840576,0.0009241143,0.0006491987],"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":[0.0019605097,0.0061502354,0.37976095,0.0062624104,0.0002504513,0.06043488,0.09148924,0.010060051,0.062894925,0.015052033,0.01037445,0.35530984],"study_design_scores_gemma":[0.00013508403,0.005486986,0.68298155,0.0016404112,0.00019229362,0.0062185545,0.22315715,0.0039581764,0.012380637,0.004339088,0.05933021,0.00017986716],"about_ca_topic_score_codex":0.010397986,"about_ca_topic_score_gemma":0.023572713,"teacher_disagreement_score":0.010397986,"about_ca_system_score_codex":0.0020377957,"about_ca_system_score_gemma":0.0030512041,"threshold_uncertainty_score":0.020674884},"labels":[],"label_agreement":null},{"id":"W6999641805","doi":"","title":"Design and fabricate rocket engine","year":2010,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","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":"Articular cartilage damage; Windage; Fusible alloy; Work (physics); Proteogenomics; TSG101","score_opus":0.010580021207797254,"score_gpt":0.19768456347475555,"score_spread":0.1871045422669583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999641805","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098312534,0.004231609,0.6897482,0.00075660116,0.0011938295,0.0015040513,0.0008788268,0.006179219,0.19719513],"genre_scores_gemma":[0.48189923,0.0034637873,0.3644144,0.00033541632,0.000109160224,0.0009832317,0.0019327755,0.001147093,0.14571492],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915636,0.000048267033,0.000045064022,0.00013290883,0.00048090713,0.00013644752],"domain_scores_gemma":[0.9996886,0.000018077479,0.000044842316,0.00003132015,0.0001777439,0.00003944615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034390128,0.00075486413,0.0005230418,0.0010555178,0.00063301047,0.001322038,0.0011293504,0.0008764426,0.012929701],"category_scores_gemma":[0.0005680126,0.00049921277,0.0007832163,0.0006246176,0.0003450293,0.0013349139,0.0008484728,0.00057272665,0.0056185042],"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":[0.00046922854,0.0003923869,0.007704244,0.0035936967,0.000116833195,0.0013971393,0.00088028534,0.050754372,0.32688212,0.042875092,0.039797995,0.52513665],"study_design_scores_gemma":[0.00011910823,0.0014433829,0.0057393583,0.0003601332,0.00014714875,0.002399651,0.00061384833,0.07599403,0.35683027,0.0044167284,0.55171484,0.00022162759],"about_ca_topic_score_codex":0.0010413964,"about_ca_topic_score_gemma":0.001031963,"teacher_disagreement_score":0.012929701,"about_ca_system_score_codex":0.00042027282,"about_ca_system_score_gemma":0.0007032892,"threshold_uncertainty_score":0.043254197},"labels":[],"label_agreement":null},{"id":"W7007974925","doi":"","title":"Application Of Design Patterns And Space Concepts In
\\nThe Development Of Heat Pipes
\\n","year":2010,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","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":"Condenser (optics); Fin; Heat transfer; Condensation; Annular fin; Heat pipe; Thermal conduction; Heat transfer coefficient; Development (topology)","score_opus":0.011274492289381209,"score_gpt":0.22737971402067852,"score_spread":0.21610522173129731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007974925","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00439724,0.00028557255,0.9875443,0.00018793986,0.000064881,0.000053068943,0.000018870036,0.00009387396,0.007354358],"genre_scores_gemma":[0.09345872,0.0011378922,0.8916204,0.00017012756,0.00006845083,0.0003943708,0.00006842617,0.00012941918,0.012952206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914837,0.00031925392,0.00007222432,0.0001197651,0.0002887461,0.000051741878],"domain_scores_gemma":[0.9994179,0.00022925646,0.000086502296,0.00012396707,0.00012490946,0.000017583094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010507737,0.0007322594,0.00036123345,0.0007341236,0.00048162238,0.0016375266,0.0011768803,0.00068733445,0.0038078858],"category_scores_gemma":[0.0016414743,0.0006077393,0.0009850594,0.0008370146,0.002093377,0.0015896994,0.0010407675,0.0011614951,0.0009994664],"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":[0.000034874334,0.000037563426,0.00046070115,0.00035391768,0.000027926511,0.00014987089,0.0005251492,0.08414983,0.008671509,0.7727801,0.0015598197,0.13124865],"study_design_scores_gemma":[0.000049729908,0.00036101992,0.0005077227,0.00019565086,0.00003305408,0.0005109456,0.00024915254,0.26336148,0.016605005,0.5934158,0.12465977,0.000050634244],"about_ca_topic_score_codex":0.00095590716,"about_ca_topic_score_gemma":0.0010310973,"teacher_disagreement_score":0.0038078858,"about_ca_system_score_codex":0.0008106808,"about_ca_system_score_gemma":0.0011519036,"threshold_uncertainty_score":0.0127385855},"labels":[],"label_agreement":null},{"id":"W7015003116","doi":"","title":"Research Colloquium","year":2012,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","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":"Honour; Block (permutation group theory); Original research; Quarter (Canadian coin); Ridiculous","score_opus":0.03746725886961638,"score_gpt":0.2885611840600345,"score_spread":0.2510939251904181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015003116","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010154183,0.0047930856,0.0017854106,0.009692984,0.039648708,0.00069782324,0.009682382,0.0021793868,0.9305048],"genre_scores_gemma":[0.0012117124,0.0005466869,0.00027479703,0.0005445023,0.001070219,0.000106617925,0.002051747,0.00034374418,0.9938501],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997401,0.00038722955,0.000112418755,0.0003974989,0.001321264,0.00038074979],"domain_scores_gemma":[0.99395716,0.0002941222,0.0001875714,0.00056219153,0.0024557787,0.002543107],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037102886,0.0015200365,0.0008089677,0.0022169624,0.0027033621,0.007170996,0.0024697222,0.0025873282,0.61940444],"category_scores_gemma":[0.0057074493,0.00053952745,0.0009033022,0.0012128784,0.00062356424,0.002491598,0.004950846,0.0027610417,0.5172296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007438326,0.000033463817,0.000052925207,0.00008749941,0.000002337527,0.000025686537,0.000039600684,0.000019873507,0.00016266812,0.0013905066,0.9753887,0.022722308],"study_design_scores_gemma":[0.0000062461895,0.000019172216,0.00023339794,0.000044024302,0.0000010260263,0.000017018201,0.000034454348,0.000012308658,0.00007804301,0.00025637756,0.99929523,0.0000028076802],"about_ca_topic_score_codex":0.005657172,"about_ca_topic_score_gemma":0.016863063,"teacher_disagreement_score":0.61940444,"about_ca_system_score_codex":0.0030531613,"about_ca_system_score_gemma":0.003506705,"threshold_uncertainty_score":0.5428734},"labels":[],"label_agreement":null},{"id":"W7021017162","doi":"","title":"Model of smart key apportion system","year":2007,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Fungal Biology and Applications","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":"Advantech AMT (Canada)","funders":"","keywords":"Key (lock); Vendor; Interface (matter); Control (management); Control system; Smart card","score_opus":0.018202260890209786,"score_gpt":0.22859776822869793,"score_spread":0.21039550733848814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021017162","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04580362,0.0012695265,0.7958384,0.0011836872,0.00066039065,0.00071471813,0.0021215868,0.009888134,0.14251989],"genre_scores_gemma":[0.79751265,0.0012385019,0.07286755,0.0002765177,0.0001526029,0.0010866342,0.0019471647,0.0002658489,0.12465255],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992791,0.00007748444,0.000051898893,0.00022911052,0.0002757464,0.000086634245],"domain_scores_gemma":[0.9996916,0.00004351401,0.000031673422,0.00004826094,0.00016398105,0.000020909038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023489226,0.0006097078,0.0005968556,0.00066014857,0.0008869049,0.0019330427,0.0021209589,0.0015282517,0.032195114],"category_scores_gemma":[0.0006010179,0.00032873027,0.00062033744,0.0004249079,0.00056216016,0.0021032328,0.00074889994,0.0006590111,0.009568618],"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":[0.0010965079,0.00034199376,0.0050926628,0.0011695962,0.00013169815,0.002594292,0.0011895633,0.4613206,0.07619683,0.2749627,0.03911326,0.13679019],"study_design_scores_gemma":[0.0001603439,0.0003599466,0.0008148404,0.0000870781,0.00008325239,0.0009769691,0.00011376561,0.86657846,0.016939986,0.028392298,0.0854178,0.00007524814],"about_ca_topic_score_codex":0.003923025,"about_ca_topic_score_gemma":0.0017237008,"teacher_disagreement_score":0.032195114,"about_ca_system_score_codex":0.00088743283,"about_ca_system_score_gemma":0.00085651584,"threshold_uncertainty_score":0.10770339},"labels":[],"label_agreement":null},{"id":"W7021139000","doi":"","title":"News in brief
\\n","year":2009,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","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":"Natural (archaeology); Product (mathematics); Fist; Quarter (Canadian coin)","score_opus":0.0090107066523645,"score_gpt":0.20912890887181698,"score_spread":0.20011820221945248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021139000","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000756298,0.0016303533,0.0003682366,0.061697207,0.04963779,0.00018499013,0.004983334,0.0007098667,0.88003206],"genre_scores_gemma":[0.0006972017,0.00036932545,0.00008910672,0.010023771,0.0009819161,0.000029731502,0.00050700974,0.000101366524,0.9872006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992932,0.00003724124,0.000026700405,0.000086819244,0.00038779626,0.00016825135],"domain_scores_gemma":[0.9991381,0.00012196899,0.000039071245,0.000053498567,0.00039637717,0.0002509036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008302128,0.0007061892,0.0005177564,0.0006473384,0.0028104417,0.005248323,0.000985457,0.0057517784,0.2422872],"category_scores_gemma":[0.00254783,0.00045287717,0.0006629548,0.0006627356,0.0006179641,0.0019099223,0.0012456266,0.0054259654,0.19756655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000102627255,0.0000073493106,0.000029475706,0.000014592354,6.338339e-7,0.000021543448,0.0000074681357,0.000006977964,0.00004726444,0.0006716911,0.9947247,0.0044580777],"study_design_scores_gemma":[0.0000041164926,0.0000065440167,0.0004034023,0.000025498251,0.0000012905856,0.000008599568,0.000040095525,0.000012498703,0.00006509152,0.00016057034,0.9992687,0.0000036234258],"about_ca_topic_score_codex":0.032056253,"about_ca_topic_score_gemma":0.11347557,"teacher_disagreement_score":0.7577128,"about_ca_system_score_codex":0.0020973324,"about_ca_system_score_gemma":0.0051251417,"threshold_uncertainty_score":0.81053144},"labels":[],"label_agreement":null},{"id":"W7024697530","doi":"","title":"Solving Toronto Examination Timetabling Using Heuristic Method","year":2013,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Cold Atom Physics and Bose-Einstein Condensates","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":"Nucleofection; Gestational period; Diafiltration; Articular cartilage damage; Hyporeflexia; Proteogenomics","score_opus":0.011119316226575327,"score_gpt":0.23526307386909637,"score_spread":0.22414375764252104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024697530","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1658234,0.0014092929,0.76517445,0.0013632287,0.0003655825,0.0015221075,0.004472409,0.0051433924,0.05472614],"genre_scores_gemma":[0.35166353,0.0005475692,0.6257515,0.0002687308,0.00005561314,0.0007328425,0.005528265,0.00041305384,0.015038869],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922895,0.00018313403,0.00004933905,0.00020356505,0.00017510656,0.00015996741],"domain_scores_gemma":[0.99881303,0.00058189523,0.00010140282,0.00010670337,0.0003016976,0.00009526722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075115456,0.0009843727,0.0006404701,0.0011730001,0.0008800061,0.0011203191,0.0011953845,0.0008051213,0.015997179],"category_scores_gemma":[0.0026368154,0.00044160872,0.0011946976,0.0016525624,0.0003329704,0.0008850895,0.00064100267,0.0008856019,0.0010267837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041113741,0.00042558566,0.0049720835,0.0008702306,0.00010120265,0.00039015574,0.0002658038,0.625408,0.005941723,0.013852582,0.033531636,0.31382984],"study_design_scores_gemma":[0.00013060732,0.00019466763,0.0021009594,0.000049555598,0.00006692874,0.00012434265,0.00033219426,0.96863014,0.0037152828,0.008766759,0.015858475,0.000030168876],"about_ca_topic_score_codex":0.036830027,"about_ca_topic_score_gemma":0.058098488,"teacher_disagreement_score":0.96317,"about_ca_system_score_codex":0.0016639124,"about_ca_system_score_gemma":0.0046454053,"threshold_uncertainty_score":0.07323134},"labels":[],"label_agreement":null},{"id":"W7038534201","doi":"","title":"The importance of industrial engineering in small & medium industries :a time study in manufacturing industry","year":2007,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"","field":"","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":"Encana (Canada)","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Hyporeflexia; Articular cartilage damage; Triacetin; Proteogenomics","score_opus":0.024572245125105877,"score_gpt":0.2274632503503382,"score_spread":0.20289100522523235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038534201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278075,0.00019770968,0.0002562282,0.00091378327,0.000012631313,0.000017043143,0.000010784441,0.000001437103,0.005809562],"genre_scores_gemma":[0.9972817,0.00031277642,0.00014460862,0.00018156206,0.000009230846,0.000016010386,0.000009933797,0.0000027738372,0.0020413252],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99610585,0.0020823472,0.00015780542,0.00021781403,0.000790909,0.00064521853],"domain_scores_gemma":[0.9806996,0.0109111,0.0030925362,0.0003942198,0.0022105135,0.0026920694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048511545,0.00014283687,0.00018070992,0.0012140174,0.002513085,0.0042704623,0.0005614675,0.0005636907,0.004508119],"category_scores_gemma":[0.011533736,0.00019262086,0.00022279566,0.0011016558,0.0020840673,0.004097531,0.0018583598,0.0014559153,0.00037084645],"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":[0.00017595504,0.0016229482,0.23020296,0.0003197764,0.000020320545,0.0013590562,0.6919791,0.00011262444,0.0015470288,0.0069665946,0.002180251,0.06351342],"study_design_scores_gemma":[0.0000037370748,0.00033868226,0.15020631,0.00018245645,0.0000099995095,0.00017717524,0.83762825,0.0001371382,0.0003555968,0.0005613493,0.0103848735,0.000014378258],"about_ca_topic_score_codex":0.0039048288,"about_ca_topic_score_gemma":0.008938923,"teacher_disagreement_score":0.0048511545,"about_ca_system_score_codex":0.002960134,"about_ca_system_score_gemma":0.0030496204,"threshold_uncertainty_score":0.025655627},"labels":[],"label_agreement":null},{"id":"W7048893350","doi":"","title":"Modelling and optimization of biomass to bio-products supply chain","year":2018,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Universiti Malaysia Pahang","keywords":"Biomass (ecology); Supply chain; Profit (economics); Commercialization; Supply chain optimization; Production (economics); Net present value; Product (mathematics)","score_opus":0.011776959105309438,"score_gpt":0.19449052377360973,"score_spread":0.1827135646683003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048893350","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24975616,0.0020887426,0.65784127,0.0014906558,0.00021561306,0.00030787307,0.0020092875,0.00042483807,0.08586558],"genre_scores_gemma":[0.9334472,0.001161497,0.03551767,0.00009291199,0.00002787655,0.0003376413,0.0006289622,0.00008558018,0.0287006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996605,0.000098660625,0.00001527483,0.00007390911,0.00006858525,0.00008303661],"domain_scores_gemma":[0.9995994,0.00021534893,0.000059340473,0.00001577405,0.00007732175,0.000032779768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005658937,0.0009546921,0.0010082633,0.0006544761,0.0005893818,0.0019753745,0.0010148494,0.0021679148,0.005539074],"category_scores_gemma":[0.0010161162,0.00071497215,0.0011777714,0.0010676541,0.0007504881,0.0010417973,0.00083753874,0.0010119278,0.00054388423],"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":[0.000010430443,0.000008566807,0.00015332321,0.000018642606,0.0000058271316,0.000030584062,0.000008458405,0.99709606,0.00018226086,0.0016354999,0.0000978564,0.00075249316],"study_design_scores_gemma":[0.0000048032407,0.000010254421,0.00009150052,0.0000049809564,0.000004468876,0.000005153587,0.000015536105,0.99817824,0.0001038539,0.0011613301,0.00041724616,0.0000026556945],"about_ca_topic_score_codex":0.028092176,"about_ca_topic_score_gemma":0.017279752,"teacher_disagreement_score":0.028092176,"about_ca_system_score_codex":0.0019399159,"about_ca_system_score_gemma":0.002471806,"threshold_uncertainty_score":0.0558573},"labels":[],"label_agreement":null},{"id":"W7052831635","doi":"","title":"Solving Examination Timetabling Problem using Partial Exam Assignment with Hill Climbing Search","year":2015,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Plasma Diagnostics and Applications","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":"Hill climbing; Heuristics; Benchmark (surveying); Graph; Heuristic; Quality (philosophy); Scheduling (production processes); Climbing","score_opus":0.017841659367979594,"score_gpt":0.20262512593432563,"score_spread":0.18478346656634603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052831635","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06444741,0.0009796317,0.9169954,0.00042730564,0.00015080576,0.0006351831,0.00089962996,0.0031690449,0.012295557],"genre_scores_gemma":[0.21774925,0.00044677302,0.77249193,0.0001631947,0.00005295676,0.00037715532,0.0020048276,0.00026529664,0.006448624],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943405,0.00017437385,0.00003842541,0.000114175506,0.00015841846,0.000080477585],"domain_scores_gemma":[0.9992889,0.0003145375,0.0000962363,0.000090491805,0.00015298866,0.000056801462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080613856,0.00089101936,0.0009853918,0.0012626288,0.0007249308,0.0009025154,0.0014377477,0.00067943387,0.005947502],"category_scores_gemma":[0.0018935439,0.000475672,0.0009794435,0.0016284194,0.0002757664,0.0008959758,0.0005452727,0.0008250531,0.0008155944],"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":[0.00017750087,0.00041702465,0.0032560083,0.0005554157,0.00013129848,0.00027674774,0.00021863337,0.48772547,0.008193488,0.007141885,0.019006003,0.47290054],"study_design_scores_gemma":[0.0000599892,0.00020898749,0.0017975776,0.000031830234,0.000048570637,0.00014274125,0.00013862968,0.97961605,0.0031770035,0.0051045003,0.009647895,0.00002615239],"about_ca_topic_score_codex":0.0150433425,"about_ca_topic_score_gemma":0.024755454,"teacher_disagreement_score":0.0150433425,"about_ca_system_score_codex":0.0007421927,"about_ca_system_score_gemma":0.0026746425,"threshold_uncertainty_score":0.029911578},"labels":[],"label_agreement":null},{"id":"W7052852176","doi":"","title":"A study on the ultrasonic oil extraction and in situ transestrification of microalgae biodiesel","year":2012,"lang":"en","type":"dissertation","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","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":"Homogenizer; Biodiesel; Diesel fuel; Energy source; Process (computing)","score_opus":0.0162112181477353,"score_gpt":0.24998697559215566,"score_spread":0.23377575744442036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052852176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95175135,0.0065153316,0.036058135,0.00034321664,0.00010604053,0.00016360813,0.0001744349,0.00007891649,0.004808878],"genre_scores_gemma":[0.9477817,0.008650983,0.030368118,0.00016678782,0.000030156114,0.00009010649,0.00027284824,0.000034344182,0.012605005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997142,0.000036373644,0.000024310108,0.00006882942,0.00012604542,0.000030201143],"domain_scores_gemma":[0.9997516,0.00009286876,0.00003218758,0.000022700246,0.00008425795,0.00001638784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040755837,0.0003894115,0.00032375794,0.00027850133,0.00030653694,0.00024719044,0.0002819999,0.00031229857,0.0006759614],"category_scores_gemma":[0.00036579132,0.00019806613,0.00043205183,0.00033197764,0.00025008348,0.00040352537,0.00018707184,0.00045453684,0.00024520577],"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":[0.00008583645,0.00007082295,0.00050768175,0.00020663466,0.000014805877,0.00014390715,0.00015206555,0.00024751105,0.98565096,0.00019070892,0.000053128682,0.012675949],"study_design_scores_gemma":[0.0000034780155,0.00028630396,0.0012311344,0.0000045972106,0.000018851099,0.0001403906,0.000059558155,0.000533814,0.9954873,0.00002285475,0.0022057071,0.000005981455],"about_ca_topic_score_codex":0.0018592887,"about_ca_topic_score_gemma":0.0028865752,"teacher_disagreement_score":0.0018592887,"about_ca_system_score_codex":0.00035137194,"about_ca_system_score_gemma":0.00036931122,"threshold_uncertainty_score":0.003696978},"labels":[],"label_agreement":null},{"id":"W7058784870","doi":"","title":"Non-enzymatic browning in glucosamine and glucosamine-peptides reaction systems as a source of antioxidant and flavouring compounds","year":2016,"lang":"en","type":"dissertation","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Maillard reaction; Browning; Antioxidant; Sugar; Glucosamine; Taste; Reducing sugar","score_opus":0.005579003478826468,"score_gpt":0.21439851948830876,"score_spread":0.2088195160094823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058784870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84472513,0.06299176,0.06847639,0.0007783174,0.0006658495,0.0003055293,0.00040559404,0.00043346477,0.021217981],"genre_scores_gemma":[0.95969427,0.01435256,0.01613177,0.00040310336,0.0001002973,0.0001479338,0.0002616972,0.000042643223,0.008865695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996321,0.0000780461,0.000019206243,0.00007937357,0.00012272276,0.00006846515],"domain_scores_gemma":[0.99987817,0.000024655943,0.00004320004,0.000009509993,0.000024756931,0.00001973339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048460698,0.0005306079,0.00027795145,0.00021069554,0.0001877627,0.0004139979,0.0003455196,0.000606891,0.0011274602],"category_scores_gemma":[0.00026291452,0.00020549558,0.00036788615,0.00020573162,0.00034868653,0.00082760584,0.0004362254,0.0008145591,0.00063388434],"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":[0.00007766905,0.000060243077,0.00012316725,0.0006228104,0.00001967799,0.00020841252,0.000119011886,0.00034422684,0.98756593,0.003449008,0.0002819555,0.0071278983],"study_design_scores_gemma":[0.000009229497,0.0005336091,0.0004254792,0.000036512698,0.000014443166,0.00020023428,0.000037149533,0.0010193292,0.98619854,0.00051269215,0.010995125,0.000017509346],"about_ca_topic_score_codex":0.00025737402,"about_ca_topic_score_gemma":0.0004285198,"teacher_disagreement_score":0.0011274602,"about_ca_system_score_codex":0.00035726343,"about_ca_system_score_gemma":0.00018053819,"threshold_uncertainty_score":0.0037717223},"labels":[],"label_agreement":null},{"id":"W7064361039","doi":"","title":"Asia-Pacific economic cooperation (APEC) international grant","year":2014,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); International community; Economic community; China; Asia pacific; Viet nam; International investment","score_opus":0.006226181323654355,"score_gpt":0.2058980572109126,"score_spread":0.19967187588725824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064361039","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00290661,0.00097426015,0.0005776866,0.009368503,0.0025260316,0.00026082786,0.015224754,0.0004444836,0.96771675],"genre_scores_gemma":[0.02601274,0.0023617786,0.0027849819,0.002392786,0.00046684817,0.0003689007,0.023162233,0.0005089087,0.9419408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990062,0.00015698954,0.000042259606,0.00010550489,0.0004431881,0.0002459565],"domain_scores_gemma":[0.9966253,0.00019994158,0.00012049094,0.00027108498,0.0017633673,0.0010198455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019117557,0.00076595554,0.00045727758,0.0016370697,0.0015119719,0.002820458,0.0010365,0.0010238591,0.2059677],"category_scores_gemma":[0.004548281,0.00018259749,0.00030764155,0.0024129865,0.00046535165,0.0017789012,0.0033591364,0.0016736622,0.08459615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012513682,0.00009859088,0.00071155763,0.00014635434,0.000010880982,0.00019683522,0.000120996105,0.00012690674,0.00014044967,0.02210374,0.92470455,0.05151402],"study_design_scores_gemma":[0.000018569723,0.000011552877,0.0015607923,0.00006159434,0.0000044845274,0.000099816294,0.00010867657,0.00012582922,0.00011985565,0.0012641189,0.9966203,0.000004365167],"about_ca_topic_score_codex":0.018992877,"about_ca_topic_score_gemma":0.012072589,"teacher_disagreement_score":0.2059677,"about_ca_system_score_codex":0.0016218086,"about_ca_system_score_gemma":0.012711554,"threshold_uncertainty_score":0.6890306},"labels":[],"label_agreement":null},{"id":"W7071212481","doi":"","title":"Solving Examination Timetabling Problem using Partial Exam Assignment with Great Deluge Algorithm","year":2015,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","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":"Heuristics; Benchmark (surveying); Quality (philosophy); Process (computing); Graph; Scheduling (production processes)","score_opus":0.022223175204969393,"score_gpt":0.22305102149106842,"score_spread":0.20082784628609904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071212481","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1673651,0.0014803619,0.8110598,0.0008356996,0.00023621162,0.0006162933,0.0008316886,0.004782743,0.012792059],"genre_scores_gemma":[0.38218403,0.00035044475,0.60822237,0.0002456873,0.000066674635,0.0003862709,0.0018167637,0.00039581835,0.006331934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991227,0.00028293044,0.000054060823,0.00018522235,0.00018923884,0.00016581657],"domain_scores_gemma":[0.99860954,0.0005965202,0.00016894087,0.0001804169,0.00031638672,0.00012818338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012800127,0.0010881652,0.0010257155,0.0018123784,0.00094129716,0.0010109864,0.0013158884,0.000857933,0.0053441026],"category_scores_gemma":[0.0038358108,0.0005239954,0.0012162124,0.0016621683,0.00050917955,0.0010772962,0.00083412766,0.000990121,0.0006376733],"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":[0.00023546361,0.00046173917,0.006210814,0.00044510255,0.0001130436,0.00029945816,0.00034263413,0.5379785,0.005050635,0.009088473,0.02360215,0.41617203],"study_design_scores_gemma":[0.000059296923,0.00018591154,0.0012282626,0.00003411422,0.0000439137,0.00013058349,0.00018713679,0.9824415,0.0017733976,0.007892039,0.0059992755,0.000024538975],"about_ca_topic_score_codex":0.013157715,"about_ca_topic_score_gemma":0.021242404,"teacher_disagreement_score":0.013157715,"about_ca_system_score_codex":0.0011286708,"about_ca_system_score_gemma":0.0025879398,"threshold_uncertainty_score":0.026162267},"labels":[],"label_agreement":null}]}