{"meta":{"query_hash":"93d006f63411","filters":{"venue":"UNSWorks (UNSW Sydney)"},"cohort_total":38,"direct_labels_cover":0,"predictions_cover":38,"exported":38,"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/93d006f63411","api":"https://metacan.xera.ac/api/v1/cohort?venue=UNSWorks+%28UNSW+Sydney%29"},"results":[{"id":"W1464615643","doi":"","title":"The Forms and Limits of Judicial Inquiry: Judges as Inquiry Commissioners in Canada and Australia","year":2014,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Legal Education and Practice Innovations","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":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Honour; Adjudication; Law; Jurisprudence; Political science; Sociology; Economic Justice","score_opus":0.06208624747103884,"score_gpt":0.3661541928609082,"score_spread":0.30406794538986937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1464615643","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":[0.9431555,0.0001143802,0.000031783835,0.042018127,0.0009207212,0.00017073708,0.0000016344086,0.000012393302,0.013574723],"genre_scores_gemma":[0.99748135,0.00016310062,0.000083026716,0.0010965499,0.0002106755,0.000008161672,0.0000038766602,0.000006347158,0.0009469418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890506,0.00018426345,0.00025017638,0.00014550518,0.0002731639,0.00024182217],"domain_scores_gemma":[0.99875134,0.00070725515,0.00015421576,0.00014871884,0.00009835896,0.0001401081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009575436,0.00008652507,0.00013182481,0.00007684545,0.0005326294,0.000113948285,0.00016749417,0.000093590614,0.00008524063],"category_scores_gemma":[0.0016931772,0.000066372784,0.000013524057,0.0005398038,0.0004597443,0.0003376609,0.000031623258,0.00031645267,0.0000033786414],"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":[0.00006204113,0.00006948337,0.23825505,0.000025510168,0.000034750432,0.0000025100303,0.07475251,0.000025225949,0.000055035976,0.5711769,0.066990905,0.04855009],"study_design_scores_gemma":[0.0004402323,0.000051094245,0.17491835,0.000065306136,0.000021093876,0.0000026329865,0.07037736,0.00006467683,0.00006915552,0.014225856,0.73953015,0.0002341269],"about_ca_topic_score_codex":0.8557767,"about_ca_topic_score_gemma":0.95518386,"teacher_disagreement_score":0.67253923,"about_ca_system_score_codex":0.000121211306,"about_ca_system_score_gemma":0.0013728541,"threshold_uncertainty_score":0.40966085},"labels":[],"label_agreement":null},{"id":"W2268908996","doi":"","title":"Does the Westpoint Litigation Signal a Revival of the ASIC Section 50 Class Action","year":2008,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","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 New Brunswick","funders":"","keywords":"Class action; Enforcement; Damages; Shareholder; Legislature; Securities fraud; Business; Misconduct; Commission; Context (archaeology); Law and economics; Law; Political science; Economics; Corporate governance; Finance; Supreme court; State (computer science); Computer science","score_opus":0.02627446888621814,"score_gpt":0.20602315699507084,"score_spread":0.1797486881088527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268908996","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":[0.9835698,0.000048593516,0.0013547715,0.0039742542,0.0021974884,0.0004986489,0.000001920723,0.00013498627,0.008219564],"genre_scores_gemma":[0.9922287,0.000024794617,0.000030993517,0.00077085674,0.0034172344,0.000019425128,0.000017717786,0.000024245954,0.0034660348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987753,0.00004325896,0.00032648188,0.00025176632,0.00038269913,0.00022047963],"domain_scores_gemma":[0.99892634,0.000055846074,0.00043574683,0.0003834708,0.00018585986,0.000012754428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002798373,0.00018109556,0.00018141243,0.00011152793,0.0007951456,0.0001369835,0.00029720485,0.00011656192,0.00041972598],"category_scores_gemma":[0.000020782381,0.000083564664,0.00017291622,0.00051627273,0.0002029467,0.00073018606,0.00009623736,0.00032467942,0.000071735296],"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":[0.0006809438,0.00086445187,0.067615464,0.0010738701,0.00043099778,0.00003717523,0.0022650955,0.0026111496,0.016066477,0.7678467,0.113583036,0.02692462],"study_design_scores_gemma":[0.0015957196,0.000064702544,0.2466838,0.0006358363,0.00041141376,0.000040454204,0.0008072619,0.0090649305,0.0036787388,0.16089086,0.57525724,0.00086901133],"about_ca_topic_score_codex":0.00039552955,"about_ca_topic_score_gemma":0.0009019169,"teacher_disagreement_score":0.6069559,"about_ca_system_score_codex":0.00005101584,"about_ca_system_score_gemma":0.00004621609,"threshold_uncertainty_score":0.6115697},"labels":[],"label_agreement":null},{"id":"W2573016419","doi":"10.26190/unsworks/20616","title":"A framework in support of structural monitoring by real time kinematic GPS and multisensor data","year":2002,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"GNSS positioning and interference","field":"Engineering","cited_by":8,"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":"Global Positioning System; Kinematics; Real Time Kinematic; Computer science; Geodesy; Computer vision; Real-time computing; Remote sensing; Artificial intelligence; Geology; GNSS applications","score_opus":0.02330258235766232,"score_gpt":0.2489720612067191,"score_spread":0.2256694788490568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573016419","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":[0.9925682,0.00069584505,0.0015398348,0.000110100336,0.0003795793,0.00017245556,0.00010125662,0.00021907089,0.0042136544],"genre_scores_gemma":[0.990778,0.00017941603,0.008547432,0.000012109432,0.00007943744,0.0000053557633,0.00004650249,0.000032466734,0.00031925313],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899113,0.00002434671,0.0003230446,0.00024282203,0.00014918599,0.00026948182],"domain_scores_gemma":[0.99923855,0.00012305262,0.00004911075,0.00048066938,0.000021133557,0.00008750209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008481742,0.0001743605,0.00026751132,0.00010545208,0.000035233952,0.000043272914,0.00028581245,0.00015772169,0.00026376738],"category_scores_gemma":[0.000081422186,0.00017886546,0.000022770846,0.00020216491,0.000052569445,0.00023118807,0.00007729631,0.00032613825,0.00003735996],"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":[0.0002085609,0.0008331857,0.18956462,0.0047541754,0.0012068766,0.00034567024,0.036293067,0.07047515,0.24745952,0.003310634,0.35463968,0.09090886],"study_design_scores_gemma":[0.0009257333,0.00014699985,0.01967898,0.001555301,0.00006837062,0.000059513583,0.00022074292,0.9690765,0.006227484,0.00057808554,0.000692146,0.00077012694],"about_ca_topic_score_codex":0.000063597356,"about_ca_topic_score_gemma":0.0000030838098,"teacher_disagreement_score":0.89860135,"about_ca_system_score_codex":0.000031441363,"about_ca_system_score_gemma":0.000003847196,"threshold_uncertainty_score":0.72939223},"labels":[],"label_agreement":null},{"id":"W2619406096","doi":"","title":"What is a Charter of Budget Honesty? The Case of Australia","year":2017,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":19,"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":"Honesty; Charter; Transparency (behavior); Context (archaeology); Budget process; Legislation; Political science; Law; Geography; Politics","score_opus":0.06523376044659393,"score_gpt":0.2840092957433829,"score_spread":0.21877553529678898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619406096","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":[0.95465356,0.005641055,0.0017780516,0.015366277,0.0031406083,0.00046571484,0.00023084377,0.000033272736,0.018690636],"genre_scores_gemma":[0.9923808,0.00058277417,0.00015006625,0.00026530647,0.00009682054,0.00001558488,0.0000020951709,0.000012379681,0.0064941943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99906075,0.0000099302815,0.0004550715,0.00024328347,0.00003297728,0.00019798767],"domain_scores_gemma":[0.9980566,0.000037383357,0.00092187215,0.00087457115,0.00006493067,0.00004466951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025752233,0.00013031656,0.00036627724,0.000086480504,0.00028575893,0.000135082,0.00040455104,0.00008358474,0.00070487405],"category_scores_gemma":[0.0000754321,0.00011227285,0.00015060871,0.000102103746,0.00025694078,0.00041822472,0.0001017505,0.00012797765,0.00023788206],"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":[0.000094200375,0.00043165009,0.31874806,0.00029556043,0.00068574265,0.00015524506,0.017474255,0.000038232807,0.000056437846,0.5739311,0.069245584,0.018843928],"study_design_scores_gemma":[0.0027176146,0.0002861592,0.6985605,0.0004920241,0.00008376924,0.0001857972,0.007270122,0.0016899907,0.0014833303,0.10651674,0.17961031,0.0011036551],"about_ca_topic_score_codex":0.0006891501,"about_ca_topic_score_gemma":0.00019625867,"teacher_disagreement_score":0.46741435,"about_ca_system_score_codex":0.000015446312,"about_ca_system_score_gemma":0.00000900607,"threshold_uncertainty_score":0.77178764},"labels":[],"label_agreement":null},{"id":"W3041307048","doi":"","title":"Global increasing trends in annual maximum daily precipitation","year":2013,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Climate variability and models","field":"Environmental Science","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":"Pacific Institute for Climate Solutions; University of Victoria","funders":"","keywords":"Precipitation; Climatology; Environmental science; Equator; Latitude; Tropics; Zonal and meridional; Nonparametric statistics; Mean radiant temperature; Climate change; Geography; Mathematics; Statistics; Meteorology; Geology","score_opus":0.010545469921651323,"score_gpt":0.2375235509132464,"score_spread":0.22697808099159508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041307048","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":[0.9511643,0.000021338908,0.0017502106,0.0008717407,0.00018827284,0.00022108127,0.00002616206,0.00008346522,0.04567344],"genre_scores_gemma":[0.99493736,0.000008895986,0.003986902,0.0003566257,0.000048138812,0.00003888519,0.0000485343,0.000014555036,0.0005600852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827975,0.00015520483,0.00032508557,0.00046329308,0.00030701098,0.00046964132],"domain_scores_gemma":[0.99930465,0.00009264301,0.00007918699,0.0003409979,0.000013644366,0.00016884632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048131112,0.00018946783,0.00018983173,0.00008742378,0.00010181542,0.000080224934,0.00026483738,0.00018484761,0.0061136787],"category_scores_gemma":[0.00009877645,0.00018764698,0.00006752114,0.00089763757,0.00014071872,0.0008677031,0.00019520796,0.0001659014,0.00071458623],"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":[0.00010794377,0.00056258525,0.73465085,0.000017316177,0.000018874745,0.000013447744,0.0034255625,0.030844383,0.00093002006,0.0013387599,0.015086746,0.21300353],"study_design_scores_gemma":[0.0006856318,0.00007314885,0.94756716,0.000038382543,0.000014447628,0.00001360755,0.00048539534,0.028313637,0.000021359196,0.01947538,0.0029462613,0.00036558905],"about_ca_topic_score_codex":0.00821719,"about_ca_topic_score_gemma":0.0020323843,"teacher_disagreement_score":0.21291633,"about_ca_system_score_codex":0.00042782375,"about_ca_system_score_gemma":0.000012151551,"threshold_uncertainty_score":0.99838716},"labels":[],"label_agreement":null},{"id":"W3099027326","doi":"","title":"Using Eulerian and Lagrangian Approaches to Investigate Wind-Driven Changes in the Southern Ocean Abyssal Circulation","year":2014,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary 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":"Environment and Climate Change Canada","funders":"","keywords":"Abyssal zone; Wind stress; Geology; Climatology; Ocean current; Equator; Oceanography; Eulerian path; Barotropic fluid; Crosswind; Ocean dynamics; Lagrangian; Latitude; Meteorology; Geography; Geodesy; Physics","score_opus":0.06377559009138356,"score_gpt":0.2061533671965914,"score_spread":0.14237777710520785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099027326","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":[0.99345225,0.00032371303,0.0019650806,0.0023382343,0.0001118651,0.00025612203,0.000013300754,0.000051038478,0.0014884231],"genre_scores_gemma":[0.99548256,0.00001847767,0.0029317804,0.0012622239,0.00023069489,6.145231e-7,0.000035204976,0.00000911776,0.000029341867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987282,0.00015977607,0.00017160969,0.00033807932,0.00024015394,0.00036217444],"domain_scores_gemma":[0.9994254,0.00011313755,0.000080632,0.00020310972,0.000015692603,0.00016198785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005229426,0.00019269885,0.00019173411,0.00007309147,0.00023427236,0.00016001513,0.00027492072,0.000114836694,0.00007386544],"category_scores_gemma":[0.000057002875,0.00013729748,0.000033929737,0.0007845282,0.00014889766,0.00016920177,0.00001692727,0.00018452464,0.000020287736],"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":[0.000017621,0.000014867855,0.95486045,0.000045259378,0.000014564811,0.000004658852,0.0065269647,0.019324753,0.000021087804,0.00033550677,0.000056930658,0.018777333],"study_design_scores_gemma":[0.00048777836,0.00013866932,0.7382456,0.00018400687,0.000050522423,0.000027046719,0.005578314,0.2473997,0.000019576084,0.0040626493,0.0032702042,0.00053594273],"about_ca_topic_score_codex":0.00083990634,"about_ca_topic_score_gemma":0.0042772912,"teacher_disagreement_score":0.22807495,"about_ca_system_score_codex":0.0000033379395,"about_ca_system_score_gemma":0.00002951732,"threshold_uncertainty_score":0.5598829},"labels":[],"label_agreement":null},{"id":"W3122926808","doi":"","title":"Labour income, social transfers and child poverty","year":2017,"lang":"en","type":"preprint","venue":"UNSWorks (UNSW Sydney)","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":1,"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":"Poverty; Economics; Disadvantaged; Labour economics; Demographic economics; Low income; Child poverty; Economic growth","score_opus":0.027752347852532396,"score_gpt":0.3079043997712622,"score_spread":0.2801520519187298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122926808","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":[0.23336725,0.0019389935,0.002035932,0.03561415,0.009982774,0.00204478,0.001037752,0.00080263946,0.7131757],"genre_scores_gemma":[0.9837747,0.0023099126,0.00021327552,0.0026175687,0.003799652,0.000047351354,0.000090778434,0.00007953441,0.007067234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550426,0.00067552045,0.0006490557,0.0010411333,0.0010754749,0.0010545357],"domain_scores_gemma":[0.9977714,0.00016824318,0.00047210648,0.00088710705,0.0002516107,0.00044956742],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021617627,0.00062015693,0.0009968516,0.00022958477,0.003969062,0.00092111353,0.0015248946,0.0018111583,0.00058644864],"category_scores_gemma":[0.00053748046,0.0006224917,0.00046228236,0.00022464653,0.0010677105,0.00044493852,0.0006290118,0.0021469197,0.000057187466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032811266,0.000561404,0.06525838,0.0014438684,0.0008100337,0.000096562166,0.086804874,0.00003650613,0.000010043804,0.7683897,0.0354869,0.040773597],"study_design_scores_gemma":[0.0025932007,0.00016073152,0.19195148,0.0014155008,0.0004198893,0.000007521911,0.005522932,0.00019602875,0.000035033067,0.14614487,0.6481692,0.0033835801],"about_ca_topic_score_codex":0.012248539,"about_ca_topic_score_gemma":0.010244367,"teacher_disagreement_score":0.75040746,"about_ca_system_score_codex":0.0003654001,"about_ca_system_score_gemma":0.0007514433,"threshold_uncertainty_score":0.99962264},"labels":[],"label_agreement":null},{"id":"W6889732901","doi":"10.26190/unsworks/17441","title":"In the name of emancipation? Interrogating the politics of Canada's human security discourse.","year":2007,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Peacebuilding and International Security","field":"Social Sciences","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":"Human security; Security studies; Critical security studies; International security; National security; Politics; Argument (complex analysis); Security through obscurity; Operationalization","score_opus":0.015111587424522158,"score_gpt":0.3689100345052784,"score_spread":0.3537984470807562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889732901","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":[0.9149703,0.00087070477,0.000017902912,0.0018137153,0.0009706282,0.0003468318,0.000052107418,0.000011933725,0.080945924],"genre_scores_gemma":[0.9950279,0.00008093275,0.000024166671,0.00020729414,0.0004526783,0.000015895377,0.0001575095,0.000015787688,0.004017806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99722296,0.00035095686,0.0006340121,0.0002224595,0.0011774579,0.00039213436],"domain_scores_gemma":[0.99808025,0.0005366758,0.00069027033,0.0002978383,0.0003302727,0.0000646775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020201562,0.00018891951,0.00030473332,0.00014867904,0.00055406295,0.00004613938,0.001002763,0.00025994767,0.00016372916],"category_scores_gemma":[0.00074453076,0.00013754606,0.00013564364,0.00044503296,0.00029032424,0.00011826633,0.00002992246,0.0007242963,6.2568694e-7],"study_design_candidate":"qualitative","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":[0.00003065014,0.0002564145,0.0030792998,0.00018573293,0.00010656188,0.000012344322,0.3632983,0.00008509666,0.00005299377,0.6104064,0.02181593,0.0006702944],"study_design_scores_gemma":[0.0007706282,0.00013869636,0.04672153,0.002832543,0.00022779359,0.0000035737273,0.7865368,0.0005541544,0.0012494512,0.06330312,0.09665556,0.0010061034],"about_ca_topic_score_codex":0.67694426,"about_ca_topic_score_gemma":0.9762154,"teacher_disagreement_score":0.5471033,"about_ca_system_score_codex":0.00033366273,"about_ca_system_score_gemma":0.0010470469,"threshold_uncertainty_score":0.5608965},"labels":[],"label_agreement":null},{"id":"W6908445975","doi":"10.26190/unsworks/18653","title":"Contestability in human services and its impact on service providers: A case study of community aged care in New South Wales","year":2015,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Healthcare innovation and challenges","field":"Social Sciences","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":"Incentive; Service (business); Scope (computer science); Service provider; Human services; Product (mathematics); Empirical research; Empirical evidence; Quarter (Canadian coin); Key (lock)","score_opus":0.10346871805707063,"score_gpt":0.4319324856880617,"score_spread":0.32846376763099105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908445975","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":[0.9947998,0.0010263389,7.844801e-8,0.0006529953,0.00015153752,0.0019306563,0.000036671547,0.000060486404,0.0013414394],"genre_scores_gemma":[0.9992342,0.000036438283,0.000005474954,0.00018062598,0.00007556842,0.00004404437,0.00025356736,0.000033534092,0.00013652928],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954718,0.0023493923,0.00079945085,0.000375403,0.00059448776,0.00040951426],"domain_scores_gemma":[0.99746907,0.0004306935,0.00052180904,0.00045977498,0.0008383138,0.00028033307],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002205234,0.00036659208,0.00076435605,0.0005327606,0.00045940492,0.000100288096,0.00042640558,0.00063559896,0.000033989978],"category_scores_gemma":[0.0003585498,0.0003532752,0.000058430494,0.0012506334,0.000050686715,0.0002679223,0.000050699855,0.0015168408,0.000001877649],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002039417,0.0006004268,0.034021553,0.0012552389,0.000028054359,0.000090030924,0.9588254,0.000013757079,0.0000067011842,0.00019653025,0.000028084889,0.004730293],"study_design_scores_gemma":[0.0013595083,0.00053308584,0.059276257,0.0008790986,0.000023334782,0.0000020806253,0.93720996,0.000012186055,0.0000059683252,0.00035879185,0.00006669384,0.00027301259],"about_ca_topic_score_codex":0.36672616,"about_ca_topic_score_gemma":0.9848411,"teacher_disagreement_score":0.61811495,"about_ca_system_score_codex":0.00049786933,"about_ca_system_score_gemma":0.0015935488,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W6908616626","doi":"10.26190/unsworks/16648","title":"Market probability density functions and investor risk aversion for the australia-us dollar exchange rate.","year":2006,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","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":"Exchange rate; Risk aversion (psychology); Liberian dollar; Term (time); Us dollar","score_opus":0.028906068519114925,"score_gpt":0.22278103842473537,"score_spread":0.19387496990562045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908616626","genre_codex":"empirical","genre_gemma":"other","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":[0.95415527,0.029296273,0.0013547875,0.00058488804,0.0032949226,0.00232462,0.001498223,0.00011502206,0.007375993],"genre_scores_gemma":[0.34985685,0.02320995,0.0014351214,0.00041063852,0.0016465413,0.0006951891,0.006695315,0.00020583095,0.61584455],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99778295,0.00006968884,0.00072532136,0.0008712968,0.00008135513,0.00046938384],"domain_scores_gemma":[0.9979301,0.0002978808,0.00085981644,0.00064362015,0.00011999768,0.0001486048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012253331,0.0004437158,0.0007142864,0.0003598283,0.0008498788,0.00022975907,0.00026719106,0.00064229034,0.00084174593],"category_scores_gemma":[0.00025323234,0.00039260357,0.0005097324,0.0004959893,0.0001428244,0.00021460169,0.00005466638,0.0005076454,0.00014034762],"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":[0.0008632636,0.0006155327,0.14689545,0.0013034481,0.0019264098,0.000009570251,0.0019066595,0.00052188605,0.000023205199,0.085455544,0.75773925,0.002739755],"study_design_scores_gemma":[0.0019904193,0.0002668502,0.43138775,0.00016969067,0.0017276036,0.0000039097695,0.0011681597,0.015414087,0.000108754015,0.16177614,0.38412768,0.0018589613],"about_ca_topic_score_codex":0.004460919,"about_ca_topic_score_gemma":0.009864398,"teacher_disagreement_score":0.6084686,"about_ca_system_score_codex":0.00020290673,"about_ca_system_score_gemma":0.000040889834,"threshold_uncertainty_score":0.9998526},"labels":[],"label_agreement":null},{"id":"W6927283776","doi":"10.26190/unsworks/23552","title":"The middle of nowhere: the photographic search for an unknown landscape","year":2010,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Landscape and Cultural Studies","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":"Adventure; Tourism; Metaphor; Photography; Space (punctuation); State (computer science)","score_opus":0.04392467068328603,"score_gpt":0.25417947986543554,"score_spread":0.2102548091821495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927283776","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":[0.5830058,0.017883355,0.0000094961315,0.0017754595,0.0075956592,0.00296439,0.00032178013,0.00021617918,0.3862279],"genre_scores_gemma":[0.8277065,0.0019626117,0.00002235171,0.00029347168,0.0027373752,0.00043172325,0.0014699043,0.000107911605,0.16526815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984098,0.000067586996,0.00038497,0.000326117,0.00037288078,0.00043861664],"domain_scores_gemma":[0.99830794,0.00034011906,0.00024749004,0.0004987779,0.00053480495,0.00007088267],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039119605,0.00034269923,0.0003859895,0.00007530035,0.0020706027,0.00040994672,0.00071570516,0.00027323992,0.0005249742],"category_scores_gemma":[0.000032925836,0.0001559628,0.00035616686,0.00011966635,0.0003089836,0.00012932197,0.000035477817,0.00067957334,0.0000208257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011430413,0.00044077705,0.0006141494,0.0009321565,0.0015808572,0.0000033172894,0.2902031,0.000009913088,0.0004293854,0.4361709,0.2129295,0.055542897],"study_design_scores_gemma":[0.00045398358,0.00023348932,0.00029608083,0.000158308,0.00024959396,0.0000012769299,0.06966808,0.0001015595,0.00039866363,0.00226916,0.9257889,0.00038092295],"about_ca_topic_score_codex":0.0004575973,"about_ca_topic_score_gemma":0.10155712,"teacher_disagreement_score":0.7128594,"about_ca_system_score_codex":0.000007791444,"about_ca_system_score_gemma":0.00006968858,"threshold_uncertainty_score":0.99922854},"labels":[],"label_agreement":null},{"id":"W6927330579","doi":"10.26190/unsworks/16439","title":"Performance Improvement of Doubly Fed Induction Generator-based Wind Energy Conversion System during Various Internal Converter Faults","year":2013,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Wind Turbine Control Systems","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":"Fault (geology); Rotor (electric); Grid; Voltage; Wind power; Control theory (sociology); Capacitor; Generator (circuit theory); Low voltage ride through","score_opus":0.004071785047844459,"score_gpt":0.17198903383898365,"score_spread":0.16791724879113917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927330579","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":[0.98607486,0.0005473972,0.0016801141,0.00000842315,0.008420333,0.0008009293,0.000028419789,0.00045126295,0.001988267],"genre_scores_gemma":[0.9944729,0.00004236081,0.00006138204,0.000021607799,0.0009306346,0.00015338203,0.0007680613,0.00022022436,0.0033294214],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967928,0.00006302742,0.0011878844,0.00063695,0.00069661427,0.0006227406],"domain_scores_gemma":[0.99803895,0.000038563852,0.0006283574,0.0006874783,0.00037875795,0.00022790206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018428641,0.000796318,0.0009990365,0.00064655225,0.00014738207,0.00009983611,0.00049086986,0.0009906237,0.00011889232],"category_scores_gemma":[0.000010987604,0.0008065275,0.00028717204,0.00034420885,0.000033941833,0.00036932854,0.000035953355,0.00069223985,0.00007193069],"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":[0.0022589266,0.0003446549,0.005149404,0.03002717,0.0032801847,0.00012863248,0.0028910644,0.10221623,0.8273429,0.00029205557,0.005364965,0.020703793],"study_design_scores_gemma":[0.006327422,0.0004561979,0.008225706,0.0052687656,0.00040774563,0.00003657755,0.00094633776,0.6586391,0.31667486,0.0000024723977,0.0012898543,0.001725],"about_ca_topic_score_codex":0.00096873747,"about_ca_topic_score_gemma":0.000083056155,"teacher_disagreement_score":0.5564228,"about_ca_system_score_codex":0.0008334325,"about_ca_system_score_gemma":0.00015106045,"threshold_uncertainty_score":0.9994386},"labels":[],"label_agreement":null},{"id":"W6964201644","doi":"10.26190/unsworks/18473","title":"Lost in transition: competing discourses and Australia's energy future","year":2015,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Sustainability and Climate Change Governance","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":"Government (linguistics); Field (mathematics); Energy (signal processing); Population; Work (physics); Energy policy","score_opus":0.013644865662036768,"score_gpt":0.2644514998597997,"score_spread":0.25080663419776295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964201644","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":[0.98316205,0.0011830335,0.0000151298345,0.000988255,0.0007536313,0.0002309757,0.000050209295,0.000036076126,0.013580648],"genre_scores_gemma":[0.98360664,0.0008273584,0.0001472119,0.0002748778,0.0005428149,0.000046869285,0.00087024004,0.00005643795,0.013627537],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99802256,0.00009101425,0.00033070194,0.00062206003,0.0004677858,0.000465911],"domain_scores_gemma":[0.9992628,0.00004949976,0.00019397162,0.0002885116,0.000025041863,0.00018015187],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025866705,0.00036940488,0.00038729195,0.00007166906,0.000115659,0.00007763588,0.0002549116,0.00050028396,0.0023283695],"category_scores_gemma":[0.000034366458,0.0003709434,0.00007942839,0.00041038907,0.000163229,0.00029789112,0.000048851965,0.00046357262,0.00006474135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040801577,0.00368612,0.12946118,0.0057094856,0.00036899664,0.0025937906,0.52115023,0.013077914,0.0022870016,0.01528127,0.14622343,0.15608041],"study_design_scores_gemma":[0.0036157668,0.0004709723,0.208842,0.002883279,0.00032568324,0.00009612778,0.57572025,0.001165083,0.0007638784,0.01906502,0.18291384,0.0041380823],"about_ca_topic_score_codex":0.0018952324,"about_ca_topic_score_gemma":0.03203442,"teacher_disagreement_score":0.15194233,"about_ca_system_score_codex":0.00041361168,"about_ca_system_score_gemma":0.000041778236,"threshold_uncertainty_score":0.99987423},"labels":[],"label_agreement":null},{"id":"W6964766331","doi":"10.26190/unsworks/16855","title":"Applied Environmental Economics: Bridging the divide between policy and theory within the context of recycling, macro-level environmental indicators, and water trading","year":2014,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","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":"Context (archaeology); Policy analysis; Incentive; Transaction cost; Emissions trading; Bridging (networking); Environmental policy; Public policy","score_opus":0.009938755572930514,"score_gpt":0.2027555156949304,"score_spread":0.1928167601219999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964766331","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":[0.9962516,0.0011620997,0.000035835656,0.00018903497,0.00018447534,0.00046530837,0.00057670125,0.000024325795,0.0011106613],"genre_scores_gemma":[0.9964215,0.00071852905,0.0000610296,0.00021960323,0.00037656803,0.000007094987,0.0015546508,0.000036298134,0.0006047335],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979161,0.0002812216,0.0005659765,0.00054047443,0.00024206293,0.00045418183],"domain_scores_gemma":[0.99780375,0.0011819582,0.00046555887,0.00038805226,0.0000017878682,0.00015888596],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012055134,0.00043446064,0.00050828775,0.00026724132,0.00055242056,0.00015622476,0.00046709902,0.00030978033,0.0002453107],"category_scores_gemma":[0.00004645925,0.00025907974,0.000100509686,0.00006887036,0.00058467104,0.00012406844,0.00005599678,0.00058359216,0.00003325424],"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":[0.0005258481,0.000026955946,0.4649345,0.00013903415,0.00044958678,0.0000043520627,0.017313164,0.00012381887,0.0008553475,0.0009131431,0.000063488886,0.51465076],"study_design_scores_gemma":[0.00062298443,0.000084707164,0.98180217,0.00015658088,0.0002722242,0.000021506892,0.0069950605,0.00047089168,0.0047525675,0.002160594,0.0020851414,0.00057558593],"about_ca_topic_score_codex":0.00047182318,"about_ca_topic_score_gemma":0.0007863128,"teacher_disagreement_score":0.51686764,"about_ca_system_score_codex":0.000030328125,"about_ca_system_score_gemma":0.00004529377,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W6982671864","doi":"","title":"J. B. Collip and the development of medical research in Canada: Extracts and enterprise","year":2005,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","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":"Medical research; Drug industry; Government (linguistics)","score_opus":0.0531172298552292,"score_gpt":0.3424245161783569,"score_spread":0.2893072863231277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982671864","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":[0.92290455,0.006819158,0.00022103185,0.03934565,0.00019913944,0.0004923547,0.0000028818242,0.000015655687,0.029999586],"genre_scores_gemma":[0.99659944,0.0019351634,0.00031349735,0.00026076403,0.00011780824,0.000021454278,7.6464875e-7,0.000005301517,0.0007458134],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752814,0.0003855972,0.00031781395,0.00018552756,0.0012445591,0.00033834003],"domain_scores_gemma":[0.9981058,0.001452753,0.00006155119,0.00010346529,0.00009747607,0.00017892828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035808543,0.00008120337,0.00020804632,0.00010432878,0.0005289726,0.00004110849,0.00023038693,0.000095343035,0.000099321776],"category_scores_gemma":[0.0006304221,0.000058264515,0.000014400646,0.00037579075,0.0007519086,0.000090441004,0.00011854297,0.00029285715,0.0000022639447],"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":[0.00022554405,0.00016820554,0.23483504,0.000054281336,0.00011543934,0.000028749882,0.30984968,0.000016437683,0.0000047553162,0.055757824,0.019156968,0.37978706],"study_design_scores_gemma":[0.0038354613,0.00002780174,0.19069368,0.00046046526,0.000016737169,0.000004178873,0.109912105,0.0020008215,0.00007449257,0.0020920392,0.6905072,0.00037503775],"about_ca_topic_score_codex":0.5035118,"about_ca_topic_score_gemma":0.9824094,"teacher_disagreement_score":0.67135024,"about_ca_system_score_codex":0.00025876987,"about_ca_system_score_gemma":0.0027627323,"threshold_uncertainty_score":0.4997944},"labels":[],"label_agreement":null},{"id":"W6983532061","doi":"","title":"Modernising\\t Child Protection in New Zealand: Learning from system reforms in other jurisdictions","year":2015,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Child Abuse and Trauma","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":"Child protection; Data Protection Act 1998; Key (lock); Social protection","score_opus":0.035553398776570315,"score_gpt":0.26690747282430466,"score_spread":0.23135407404773434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983532061","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":[0.83823717,0.00094013877,0.009015959,0.0017629226,0.0018560225,0.001038728,0.000009800381,0.0005985787,0.14654066],"genre_scores_gemma":[0.99102694,0.000008950852,0.00016201497,0.00015055119,0.000696064,0.00005760539,0.000027119353,0.00006856402,0.0078022154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812,0.0001932495,0.00045801443,0.000530961,0.00023371313,0.00046404055],"domain_scores_gemma":[0.9991363,0.000038003833,0.00015008227,0.0004354704,0.000029278468,0.0002108096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036096715,0.00024596558,0.00034067134,0.00044662415,0.00010088114,0.000062451654,0.00019714337,0.00038650128,0.00026231364],"category_scores_gemma":[0.000032457043,0.00022225201,0.00008433541,0.00060936855,0.000030379044,0.00020387542,0.000036873866,0.0010838785,0.000626223],"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":[0.0029691618,0.0022838712,0.51181227,0.000095348994,0.00070664455,0.00059479714,0.23377979,0.04649312,0.00015722067,0.023197627,0.019620243,0.15828994],"study_design_scores_gemma":[0.030419892,0.000976533,0.53263885,0.0049459864,0.00018945764,0.000387231,0.02185733,0.031013664,0.00025987488,0.009346803,0.36530638,0.0026580265],"about_ca_topic_score_codex":0.030800112,"about_ca_topic_score_gemma":0.009398873,"teacher_disagreement_score":0.3456861,"about_ca_system_score_codex":0.00031344497,"about_ca_system_score_gemma":0.00009272266,"threshold_uncertainty_score":0.9756539},"labels":[],"label_agreement":null},{"id":"W6985972373","doi":"","title":"Libidinal Circuits","year":2015,"lang":"en","type":"other","venue":"UNSWorks (UNSW Sydney)","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":"Exhibition; The Imaginary; The arts; Architecture; Visual culture; Rubric; Contemporary art; Creativity; City centre; Art school; Psychic","score_opus":0.028961772804983688,"score_gpt":0.26441372511265565,"score_spread":0.23545195230767196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6985972373","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":[0.000014036135,0.007244525,0.00037657155,0.000100640355,0.0026134918,0.0008720341,0.0009079298,0.0037084708,0.9841623],"genre_scores_gemma":[0.00064768334,0.000120140736,0.0007408602,0.0003461561,0.0043672165,0.00006694651,0.0011438503,0.0074268794,0.98514026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947658,0.00026821805,0.00059584616,0.0014296399,0.0015420583,0.0013984301],"domain_scores_gemma":[0.9958887,0.000073437426,0.00074440823,0.0021124252,0.00021622406,0.00096480356],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070795405,0.0012314952,0.0012691718,0.0015888789,0.00010194701,0.00020163739,0.0014133983,0.0019724842,0.04097053],"category_scores_gemma":[0.00031893264,0.0012667909,0.00032889386,0.0017450692,0.00032583086,0.00016169125,0.00029079776,0.0015144147,0.1666376],"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":[0.000018088514,0.00015930661,0.00013080248,0.00009627824,0.00029138385,0.00021359143,0.0001435297,0.000008991124,0.00004406319,0.0011569096,0.9946672,0.003069897],"study_design_scores_gemma":[0.0009902177,0.000081310274,0.000037623144,0.0011139541,0.00024677505,0.00007868955,0.000053292875,0.000057533387,0.00001739334,0.0006114081,0.99529606,0.0014157413],"about_ca_topic_score_codex":0.0003648248,"about_ca_topic_score_gemma":0.00068866886,"teacher_disagreement_score":0.12566707,"about_ca_system_score_codex":0.00047499675,"about_ca_system_score_gemma":0.0008543167,"threshold_uncertainty_score":0.9993232},"labels":[],"label_agreement":null},{"id":"W6988117115","doi":"","title":"Writing with light: An iconographic-iconologic approach to refugee photography","year":2016,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Participatory Visual Research Methods","field":"Social Sciences","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":"Griffith University; York University; Australian Government","keywords":"Refugee; Photography; Photo elicitation; Currency; Visibility; Qualitative research; Narrative","score_opus":0.300207029124432,"score_gpt":0.5108074205399826,"score_spread":0.21060039141555065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988117115","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":[0.8685378,0.00016091342,0.040491164,0.0025827428,0.00021037128,0.0010840466,0.000010285434,0.0006448397,0.08627788],"genre_scores_gemma":[0.97242635,0.00006000881,0.025329204,0.000679231,0.0003861471,0.0002963298,0.000002617483,0.000054306445,0.0007658131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944504,0.0017203208,0.0004050456,0.0009236934,0.000942486,0.0015580847],"domain_scores_gemma":[0.99694926,0.0005579949,0.00014886398,0.0007823375,0.00026830248,0.0012932633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047164103,0.00031877743,0.000426473,0.000730232,0.00097037706,0.00028267942,0.0010426872,0.00033559153,0.00024054195],"category_scores_gemma":[0.0011360404,0.00021488589,0.00015504724,0.002617719,0.0008914763,0.0007952809,0.00013508911,0.00039986626,0.00012100889],"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":[0.00077899336,0.0018298056,0.21411864,0.000079930396,0.00040392185,0.00009469954,0.033296503,0.00004426453,0.024083845,0.50974685,0.002860177,0.21266238],"study_design_scores_gemma":[0.0048764846,0.00419247,0.05805808,0.0012489272,0.00023365451,0.000024632856,0.04195729,0.00041404908,0.014892589,0.035090767,0.8344816,0.0045294585],"about_ca_topic_score_codex":0.0003276335,"about_ca_topic_score_gemma":0.0007089014,"teacher_disagreement_score":0.8316214,"about_ca_system_score_codex":0.00014084658,"about_ca_system_score_gemma":0.0003212769,"threshold_uncertainty_score":0.87627923},"labels":[],"label_agreement":null},{"id":"W6996641478","doi":"","title":"The 'South Sea' and ASEAN: Failing Unity Amidst Beijing's Duplicitous Diplomacy","year":2016,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Minority Rights and Languages","field":"Social Sciences","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":"China; Diplomacy; Politics; Foreign policy; Territorial dispute; Quarter (Canadian coin); Competition (biology)","score_opus":0.01245111418723301,"score_gpt":0.27056876018886616,"score_spread":0.25811764600163317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996641478","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":[0.92109,0.0018192715,0.0015852889,0.010477524,0.00073643884,0.0005137917,0.000033407312,0.0004311407,0.063313104],"genre_scores_gemma":[0.981897,0.0005377809,0.0001238652,0.0002913633,0.0009326695,0.0000113497745,0.0000027091005,0.000022316564,0.01618093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806106,0.00026436165,0.00022845689,0.00035736128,0.0004521851,0.000636578],"domain_scores_gemma":[0.9982837,0.00079333043,0.00011872381,0.00039336277,0.000103535625,0.0003073645],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009829374,0.0001926004,0.0002027002,0.00006760196,0.0022867708,0.0003529634,0.0004479944,0.00018118492,0.00027020025],"category_scores_gemma":[0.0005290461,0.000100210025,0.00008398414,0.0003182591,0.00083917496,0.0002620425,0.0001153939,0.00024439668,0.00006412244],"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":[0.00009238915,0.00012946827,0.09400399,0.000038779737,0.00015845751,0.00009464321,0.055329088,0.000004791919,0.00039531922,0.57266694,0.0090836035,0.26800254],"study_design_scores_gemma":[0.001289915,0.00011912799,0.021141952,0.0003130137,0.00011246584,0.000008230717,0.027086869,0.00014298841,0.00027971136,0.020807967,0.92772716,0.0009706113],"about_ca_topic_score_codex":0.002246226,"about_ca_topic_score_gemma":0.007295521,"teacher_disagreement_score":0.91864353,"about_ca_system_score_codex":0.000093836614,"about_ca_system_score_gemma":0.00012938604,"threshold_uncertainty_score":0.9990121},"labels":[],"label_agreement":null},{"id":"W6999394994","doi":"","title":"Characteristics of smokers with depression in Australian primary care.","year":2012,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Toronto; National Cancer Institute; National Institutes of Health; King's College London; Ontario Ministry of Research and Innovation; Centre for Addiction and Mental Health Foundation; National Institute on Drug Abuse; Tobacco-Related Disease Research Program","keywords":"Depression (economics); Primary care; Population; Disease; Epidemiology; Smoking cessation","score_opus":0.018162032199241757,"score_gpt":0.26654236338429,"score_spread":0.24838033118504824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999394994","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":[0.99649346,0.00010708819,0.00023182543,0.00007788546,0.00023976629,0.00024351539,0.000006873219,0.000038919155,0.0025606565],"genre_scores_gemma":[0.9987289,0.000025566524,0.00041130328,0.000109491244,0.0001407372,0.000014915615,0.00020627181,0.000027846376,0.0003349921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989457,0.000029286577,0.00025139868,0.0001635763,0.0003159077,0.00029409982],"domain_scores_gemma":[0.99934095,0.000026583934,0.00012536548,0.0002875001,0.000073940384,0.00014566262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014544216,0.00014170048,0.0002843247,0.00017166747,0.000030985753,0.000008306023,0.00006776059,0.00018450672,0.0001038853],"category_scores_gemma":[0.000020093432,0.00011418419,0.000047119993,0.00029040137,0.00006302969,0.0001433208,0.000020579475,0.00028597686,0.0000031222417],"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":[0.00019047473,0.00016651746,0.98906213,0.00017773149,0.000012878896,0.0000143163825,0.0012529774,0.000003136146,0.000988427,0.000025306072,0.00012265545,0.007983424],"study_design_scores_gemma":[0.0010263097,0.00009773759,0.9937037,0.0006727204,0.00013396688,0.00002334466,0.00048441903,0.0000035021258,0.0029868758,0.0000023269558,0.0007369298,0.00012815745],"about_ca_topic_score_codex":0.00009678496,"about_ca_topic_score_gemma":0.0000068191534,"teacher_disagreement_score":0.007855266,"about_ca_system_score_codex":0.00014882426,"about_ca_system_score_gemma":0.000073362906,"threshold_uncertainty_score":0.4656296},"labels":[],"label_agreement":null},{"id":"W7008236187","doi":"","title":"Application of centrifuge modelling to assess long-term brine migration in thick clay tills, Saskatchewan, Canada","year":2003,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","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":"Centrifuge; Brine; Permeability (electromagnetism); Aquifer","score_opus":0.010269104648169299,"score_gpt":0.19954715915722493,"score_spread":0.18927805450905563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008236187","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":[0.39360338,0.00017733566,0.60543,0.000046965277,0.0002121698,0.00022533652,0.000006119816,0.000124541,0.0001741666],"genre_scores_gemma":[0.99647516,0.00005540836,0.0031671862,0.000053110012,0.00003660118,0.000037124155,0.000032266486,0.000050564384,0.000092555114],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865055,0.000027270984,0.00042056083,0.00025288248,0.00027372444,0.00037499642],"domain_scores_gemma":[0.9992702,0.00006428155,0.0000474546,0.00038606752,0.0000669124,0.00016507346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023149996,0.00021605809,0.00028762582,0.00015182946,0.000027780385,0.000018669472,0.00019014672,0.00022016365,0.000010535888],"category_scores_gemma":[0.0000374837,0.00024652097,0.000048352744,0.00065010786,0.0000074111663,0.000074031566,0.000017422564,0.0003773411,0.0000052977125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038119508,0.000028286158,0.00059748587,0.00010357627,0.000012667231,0.0000052650066,0.000108634085,0.9939374,0.0017289546,0.0009691188,0.00011082428,0.0023939973],"study_design_scores_gemma":[0.00028686743,0.000018817302,0.0010686418,0.00015276691,0.00001601309,0.0000049737314,0.00006826944,0.97958547,0.016503762,0.00013411629,0.0018141153,0.0003461725],"about_ca_topic_score_codex":0.022127325,"about_ca_topic_score_gemma":0.20210297,"teacher_disagreement_score":0.6028718,"about_ca_system_score_codex":0.00025407923,"about_ca_system_score_gemma":0.00013279173,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W7014982426","doi":"","title":"The 3rd Canadian symposium on Hepatitis c Virus: Expanding care in the interferon-free era","year":2014,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Hepatitis C virus research","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":"Attendance; Hepatitis C; Hepatitis C virus; Health care; Immigration; Disease; Infectious disease (medical specialty); Pandemic; Population","score_opus":0.013373895132196405,"score_gpt":0.27873670970387476,"score_spread":0.2653628145716784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014982426","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":[0.66118336,0.0013145184,0.0003932995,0.050863516,0.0015162326,0.0025208013,0.00011024691,0.0001735818,0.28192443],"genre_scores_gemma":[0.99223596,0.0010225448,0.00009971446,0.004783781,0.0005572006,0.00016919097,0.00005640104,0.00007249313,0.0010027005],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996667,0.00052744604,0.00042314088,0.0004806799,0.0008449487,0.0010567749],"domain_scores_gemma":[0.9968001,0.00085866277,0.000072524446,0.0016351123,0.00015564602,0.0004779455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011670378,0.00030668866,0.00036043354,0.00045789283,0.0006120362,0.00025486838,0.0010712799,0.0002578165,0.00021099948],"category_scores_gemma":[0.0011346672,0.00019411155,0.000141224,0.00072332105,0.00021529874,0.000119022865,0.00013566176,0.0014116606,0.0003230228],"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":[0.0010470134,0.0003094644,0.40359345,0.0003444956,0.00029343343,0.001077403,0.037720747,0.00023795222,0.0011843047,0.022812976,0.19639769,0.33498105],"study_design_scores_gemma":[0.0040524458,0.0027617745,0.075638466,0.0019168565,0.00010102563,0.00006122982,0.0042583384,0.004738701,0.0016696007,0.0010890581,0.90283173,0.00088076916],"about_ca_topic_score_codex":0.20702487,"about_ca_topic_score_gemma":0.81900257,"teacher_disagreement_score":0.7064341,"about_ca_system_score_codex":0.0008813875,"about_ca_system_score_gemma":0.00052671117,"threshold_uncertainty_score":0.7982556},"labels":[],"label_agreement":null},{"id":"W7017506093","doi":"","title":"Australian First Nations Sand Map","year":2017,"lang":"en","type":"other","venue":"UNSWorks (UNSW Sydney)","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":"Indigenous; Event (particle physics); Citizen journalism; Tourism; Choir; Singing","score_opus":0.022125423647457777,"score_gpt":0.2768222118689207,"score_spread":0.2546967882214629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017506093","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":[0.000003238281,0.0015930419,0.0001739054,0.0015709975,0.0030871718,0.0011362709,0.0015575006,0.0017510592,0.9891268],"genre_scores_gemma":[0.001669201,0.00032380092,0.0021678333,0.0000980675,0.0028853824,0.0001432739,0.0010984162,0.003625795,0.98798823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961407,0.000110919435,0.0004540073,0.0012286564,0.0009011725,0.001164516],"domain_scores_gemma":[0.99499404,0.0001715397,0.0010999901,0.003053837,0.00011914727,0.00056143885],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033362364,0.001072293,0.0009709018,0.0019300862,0.0009995674,0.00052922947,0.0018962487,0.0018299277,0.032124136],"category_scores_gemma":[0.0004656634,0.0011248089,0.00042904285,0.00058372045,0.00054364256,0.00022981703,0.00025156772,0.0011869686,0.061855618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033473367,0.00012459217,0.00025788756,0.00025951467,0.00036906305,0.00010228544,0.00010193152,0.000019412726,0.0000070425976,0.0021368512,0.99614257,0.00044540458],"study_design_scores_gemma":[0.0008869381,0.0000704526,0.00015116495,0.0031810487,0.00027213912,0.000019996785,0.000023026874,0.000027984172,0.000024821982,0.00022880893,0.9938885,0.0012251233],"about_ca_topic_score_codex":0.0012414852,"about_ca_topic_score_gemma":0.056554902,"teacher_disagreement_score":0.055313416,"about_ca_system_score_codex":0.0003512474,"about_ca_system_score_gemma":0.00029665962,"threshold_uncertainty_score":0.9994659},"labels":[],"label_agreement":null},{"id":"W7019319849","doi":"","title":"Fitness &amp; major histocompatibility complex diversity of two bottlenose dolphin populations","year":2015,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Marine animal studies overview","field":"Environmental Science","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; National Geographic Society; National Science Foundation","keywords":"Major histocompatibility complex; Population; Genetic diversity; Genetic variation; Population genetics; Mitochondrial DNA; Bottlenose dolphin; Genetic variability","score_opus":0.08404901435638339,"score_gpt":0.3283446777493434,"score_spread":0.24429566339296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019319849","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":[0.9152626,0.0005135753,0.0002724066,0.00012657089,0.0008969624,0.0013793809,0.00019275946,0.00013357065,0.081222184],"genre_scores_gemma":[0.97796047,0.00005509425,0.005722278,0.00016444123,0.00012939014,0.00005248209,0.0027182293,0.000069246955,0.013128364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668986,0.00017888933,0.00074674183,0.0008399925,0.0010670497,0.00047744924],"domain_scores_gemma":[0.9978566,0.00008833404,0.0007208639,0.00093969755,0.00012385896,0.00027061542],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005667832,0.0005243649,0.00089037616,0.000108715794,0.00057883386,0.000029040266,0.0009301117,0.0003015134,0.010425502],"category_scores_gemma":[0.00020642974,0.0005389926,0.00029665706,0.00067375705,0.00026885245,0.00023523474,0.0013531595,0.0005103826,0.00055886473],"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":[0.00042026563,0.0011326356,0.74417716,0.00075312157,0.0002256021,0.000016562082,0.00574515,0.0016007946,0.00021944435,0.0014941844,0.21897773,0.025237367],"study_design_scores_gemma":[0.0008465867,0.00007339868,0.95493793,0.00014543762,0.00029344947,0.0000020771745,0.00031832143,0.00028832702,0.000013968054,0.008319366,0.034035973,0.00072516775],"about_ca_topic_score_codex":0.05127431,"about_ca_topic_score_gemma":0.19425556,"teacher_disagreement_score":0.21076079,"about_ca_system_score_codex":0.0008447345,"about_ca_system_score_gemma":0.000054399574,"threshold_uncertainty_score":0.99970615},"labels":[],"label_agreement":null},{"id":"W7020610085","doi":"","title":"Mine Rehabilitation and the Community: A Case Study from Canada","year":2003,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Handwritten Text Recognition Techniques","field":"Computer 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":"Rehabilitation; Work (physics); MEDLINE; Government (linguistics)","score_opus":0.012730382806993769,"score_gpt":0.23665394336200013,"score_spread":0.22392356055500637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020610085","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":[0.92975295,0.00021153032,0.06550242,0.0020425483,0.00020162415,0.0008079395,0.000007416439,0.00019630924,0.0012772799],"genre_scores_gemma":[0.97287774,0.000007630086,0.025919337,0.0009678487,0.000022313963,0.00009900636,0.0000039627053,0.000012278489,0.0000898895],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99730366,0.001592745,0.0003055358,0.00028871783,0.00028754637,0.00022179428],"domain_scores_gemma":[0.99613017,0.0025443353,0.00010803108,0.0009669916,0.00013568738,0.00011476374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013599921,0.00017301354,0.00024218003,0.00008612587,0.0005415984,0.0002035168,0.0004906624,0.00006611097,0.000030181336],"category_scores_gemma":[0.00076908467,0.00013039152,0.000040988514,0.00049387175,0.00014997847,0.00027099525,0.0001672063,0.00047166663,0.0000037206812],"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":[0.00023139127,0.0039596134,0.11302235,0.0001522691,0.00087544625,0.007422428,0.19226992,0.000073257375,0.00019294952,0.11875238,0.063192554,0.49985546],"study_design_scores_gemma":[0.04097695,0.0048518325,0.047967903,0.0009414438,0.0007848391,0.010621923,0.3053683,0.042703573,0.004523914,0.47274625,0.06267387,0.005839206],"about_ca_topic_score_codex":0.7366453,"about_ca_topic_score_gemma":0.731888,"teacher_disagreement_score":0.49401623,"about_ca_system_score_codex":0.00009036573,"about_ca_system_score_gemma":0.00020713842,"threshold_uncertainty_score":0.5317212},"labels":[],"label_agreement":null},{"id":"W7023311979","doi":"","title":"Ottawa Statement from the Sparking Solutions Summit on Population Health Intervention Research","year":2017,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Health Policy Implementation Science","field":"Health Professions","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":"Summit; Statement (logic); Population; Intervention (counseling); Population health; Public health","score_opus":0.7410887514653482,"score_gpt":0.6897061967138218,"score_spread":0.05138255475152642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023311979","genre_codex":"commentary","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":[0.41588286,0.00020754064,0.01668978,0.5409485,0.0051824134,0.0059063565,0.0004347258,0.00031576725,0.014432062],"genre_scores_gemma":[0.9794791,0.00010340018,0.00087519805,0.015821425,0.0010555319,0.00039098278,0.00015438703,0.00003920198,0.0020808221],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98963153,0.005063089,0.0015787695,0.0006306818,0.0013752414,0.0017206903],"domain_scores_gemma":[0.99203694,0.0040402217,0.0013762595,0.0017135664,0.00038853433,0.0004444871],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02067823,0.00021025316,0.00031463805,0.00028077562,0.015582924,0.00023875872,0.001142255,0.0001839494,0.0012718933],"category_scores_gemma":[0.0052035833,0.00016517579,0.0001031362,0.00043781384,0.00024076023,0.0005595883,0.00045605996,0.0016563091,0.0012408525],"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":[0.00007297503,0.00012326465,0.34077346,0.00012596902,0.00003719011,0.0000028896409,0.011939825,0.00008024015,0.00001854919,0.047999,0.5601469,0.0386797],"study_design_scores_gemma":[0.0010599492,0.00015905783,0.6636527,0.000999288,0.0000073166443,1.7509736e-7,0.005991465,0.0009050021,0.000006153537,0.007850388,0.3192064,0.00016207354],"about_ca_topic_score_codex":0.07357801,"about_ca_topic_score_gemma":0.06794884,"teacher_disagreement_score":0.5635962,"about_ca_system_score_codex":0.00148851,"about_ca_system_score_gemma":0.00079631404,"threshold_uncertainty_score":0.99964106},"labels":[],"label_agreement":null},{"id":"W7029403036","doi":"","title":"The Insider Trading “Possession versus Use” Debate: An International Analysis","year":2006,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Securities Regulation and Market Practices","field":"Business, Management and Accounting","cited_by":1,"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; Hyporeflexia; Diafiltration; Liquation; Hemopericardium; Dysgeusia; Demotion","score_opus":0.027205456381019254,"score_gpt":0.2673392719508594,"score_spread":0.24013381556984012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029403036","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":[0.83905,0.00019273722,0.005769445,0.004395456,0.003974426,0.00027077855,0.000003999336,0.00039214306,0.14595103],"genre_scores_gemma":[0.9948423,0.000040956507,0.00033873445,0.00078126864,0.0016804432,0.000012035918,0.00020394634,0.000026437774,0.0020739061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985952,0.000038163744,0.00031944184,0.00031253442,0.00042416027,0.00031049812],"domain_scores_gemma":[0.9987476,0.00040282472,0.00030124758,0.00034720098,0.00018116615,0.000019944357],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00046781523,0.00018083876,0.00016158077,0.0004277625,0.0006601231,0.0021616137,0.0003827273,0.00010216511,0.0008915386],"category_scores_gemma":[0.00028227267,0.00013969594,0.00015037594,0.001083552,0.00007498375,0.00505976,0.00011244342,0.00018122971,0.000044520413],"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":[0.0017511639,0.00057724427,0.19088812,0.000056166613,0.001809604,0.000084324456,0.00027218997,0.007117066,0.00034564413,0.6612837,0.062494528,0.07332024],"study_design_scores_gemma":[0.0009762868,0.0000084424755,0.13365321,0.000023255494,0.0004978983,0.0000022029942,0.0007419224,0.15617433,0.000022868247,0.0027687177,0.704782,0.0003488328],"about_ca_topic_score_codex":0.001217891,"about_ca_topic_score_gemma":0.0022283392,"teacher_disagreement_score":0.658515,"about_ca_system_score_codex":0.000051808085,"about_ca_system_score_gemma":0.00001848981,"threshold_uncertainty_score":0.99887425},"labels":[],"label_agreement":null},{"id":"W7032546894","doi":"","title":"Footfall","year":2007,"lang":"en","type":"other","venue":"UNSWorks (UNSW Sydney)","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":"Image stitching; Construct (python library); Shadow (psychology); Space (punctuation); Section (typography); Plan (archaeology); Position (finance)","score_opus":0.015369152103782329,"score_gpt":0.2650299137421637,"score_spread":0.24966076163838138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032546894","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":[0.000008701814,0.0058908886,0.0036795153,0.00009509636,0.002474862,0.0009611749,0.00020571041,0.006818444,0.9798656],"genre_scores_gemma":[0.0002598138,0.00021239325,0.00566979,0.00079111743,0.0037455435,0.00004736902,0.00027489592,0.012643754,0.9763553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949211,0.00015707595,0.0006606525,0.0013783931,0.0012318202,0.0016509457],"domain_scores_gemma":[0.9961339,0.00014747353,0.00073688343,0.0021883652,0.00010134421,0.00069201546],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007689793,0.0012416888,0.0011452166,0.0032211568,0.000112551475,0.00014297866,0.0013191294,0.002657853,0.04224139],"category_scores_gemma":[0.00020085569,0.0012785216,0.0004950631,0.0020085485,0.00034757258,0.00009181667,0.0002600252,0.0017578178,0.16105698],"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":[0.000041976684,0.00016247554,0.00030179604,0.00010359032,0.00031538578,0.00024769802,0.000074193595,0.000008110429,0.000036178488,0.0062231137,0.98525125,0.0072342497],"study_design_scores_gemma":[0.00082874764,0.000055618653,0.00008569504,0.00096670084,0.0001859541,0.000037347912,0.000036283447,0.00005533445,0.00003203718,0.00034925804,0.99596924,0.001397794],"about_ca_topic_score_codex":0.0009428674,"about_ca_topic_score_gemma":0.0025253014,"teacher_disagreement_score":0.11881559,"about_ca_system_score_codex":0.00038065974,"about_ca_system_score_gemma":0.00024053807,"threshold_uncertainty_score":0.99896646},"labels":[],"label_agreement":null},{"id":"W7038916268","doi":"","title":"'I thought they would just let me do my job': Work-based practica in social work and welfare","year":2007,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Social Work Education and Practice","field":"Social Sciences","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":"Social work; Welfare; Work (physics); Social Welfare; Human welfare","score_opus":0.03797893370222915,"score_gpt":0.3562101653787813,"score_spread":0.31823123167655215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038916268","genre_codex":"commentary","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":[0.12031734,0.0011439351,0.0012379866,0.5374703,0.0032853056,0.0012106934,0.000008598794,0.00042449884,0.33490133],"genre_scores_gemma":[0.98420614,0.00008397863,0.0015249181,0.0034855108,0.0016294257,0.00003689682,0.000014077295,0.00005342064,0.008965613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962567,0.0008633693,0.00050733436,0.00057309895,0.00081124326,0.0009882383],"domain_scores_gemma":[0.99682105,0.0019105755,0.00036992438,0.00030715694,0.00019123139,0.00040008948],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004239982,0.0003108929,0.00038393578,0.00030964732,0.0029512544,0.00050638017,0.00044393845,0.001017202,0.0030384164],"category_scores_gemma":[0.0021548942,0.00032898193,0.00013891823,0.0040218537,0.00045173313,0.0005980502,0.00006847681,0.001667337,0.0001595009],"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":[0.0009810681,0.00074976915,0.2572316,0.000037972644,0.00010767073,0.00009066283,0.08911533,0.000027442937,0.000007646956,0.48096806,0.08039516,0.09028762],"study_design_scores_gemma":[0.00066032505,0.000019840307,0.08639434,0.0000490769,0.000061099236,9.881315e-7,0.033901792,0.0000016175806,0.0000060408397,0.0016802823,0.8767866,0.00043799388],"about_ca_topic_score_codex":0.00053602847,"about_ca_topic_score_gemma":0.0022513599,"teacher_disagreement_score":0.8638888,"about_ca_system_score_codex":0.00035532628,"about_ca_system_score_gemma":0.00047061592,"threshold_uncertainty_score":0.9999162},"labels":[],"label_agreement":null},{"id":"W7042779922","doi":"","title":"Qu’est-ce que une charte de l’honnêteté budgétaire? Le cas de l’Australie","year":2017,"lang":"fr","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Fiscal Policies and Political Economy","field":"Economics, Econometrics and Finance","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":"Context (archaeology); Charter; Unilateralism","score_opus":0.02793933246506676,"score_gpt":0.2565680304389854,"score_spread":0.22862869797391866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042779922","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":[0.12823965,0.01357896,0.008434897,0.2930296,0.006164477,0.0007468622,0.0013340154,0.00018201413,0.54828954],"genre_scores_gemma":[0.88415873,0.0037442378,0.0013579342,0.00573656,0.002830965,0.000061265295,0.000047078785,0.00016671696,0.10189653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99483514,0.00008021269,0.0012889595,0.0010454447,0.00008965459,0.0026605697],"domain_scores_gemma":[0.9955665,0.00026066805,0.0009528802,0.0020260368,0.00007607946,0.0011178227],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010436305,0.00069189206,0.0012334512,0.0002730851,0.0013699393,0.0010661333,0.0015176807,0.0011406806,0.0016147759],"category_scores_gemma":[0.00062615203,0.0009495578,0.00064048794,0.00026861313,0.0011714738,0.0009468225,0.00036521218,0.0012457562,0.0027073196],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030961386,0.00031700727,0.031859048,0.00021418206,0.0001906424,0.00010562458,0.001157829,0.00056783465,0.0000081419,0.8837279,0.0757623,0.0060585155],"study_design_scores_gemma":[0.0012552402,0.0001704359,0.058783334,0.00026400667,0.00006437656,0.00010717452,0.00030009614,0.009333148,0.00016469069,0.13676062,0.7916879,0.0011089577],"about_ca_topic_score_codex":0.096714005,"about_ca_topic_score_gemma":0.00478187,"teacher_disagreement_score":0.75591904,"about_ca_system_score_codex":0.0009252346,"about_ca_system_score_gemma":0.0005734734,"threshold_uncertainty_score":0.99997085},"labels":[],"label_agreement":null},{"id":"W7043193980","doi":"","title":"Resistance and cultural revitalisation : reading Blackfoot agency in the texts of cultural transformation 1870&amp;#150;1920","year":2007,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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":"Resistance (ecology); Agency (philosophy); Colonialism; Subjectivity; Power (physics); Criticism; Settlement (finance); Cultural history; Ethnography; Reflexivity; Narrative","score_opus":0.02331618310693875,"score_gpt":0.3407660071997078,"score_spread":0.31744982409276906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043193980","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":[0.74516344,0.0026910496,0.000099087214,0.00042918528,0.0010858591,0.0015388997,0.000016924843,0.00005043509,0.2489251],"genre_scores_gemma":[0.9250303,0.028332086,0.00059215067,0.000080964295,0.00089870894,0.000022620748,0.0019782048,0.000037640122,0.04302731],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968658,0.0005149367,0.00086868054,0.0003813251,0.0007932437,0.000576033],"domain_scores_gemma":[0.9982967,0.00025149054,0.00061473274,0.0002712513,0.00044499064,0.00012085473],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022858651,0.00030839109,0.00041398237,0.00032852706,0.0027815383,0.00017003067,0.0003962815,0.0006784548,0.000064636544],"category_scores_gemma":[0.00006610214,0.00022030187,0.00013193919,0.0010270277,0.00024550955,0.0008072314,8.7519305e-7,0.0005784467,0.000014305662],"study_design_candidate":"qualitative","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":[0.00007740272,0.000061981955,0.0001494848,0.0005041864,0.000015260575,0.0000012590407,0.88620263,0.0000045931743,0.000014302676,0.11114702,0.0005219974,0.0012998844],"study_design_scores_gemma":[0.0006451009,0.00009001965,0.016804501,0.0027924213,0.00019039905,0.00000548625,0.3131985,0.00001189791,0.00022015978,0.0074752145,0.6576173,0.0009490068],"about_ca_topic_score_codex":0.026495725,"about_ca_topic_score_gemma":0.8630848,"teacher_disagreement_score":0.8365891,"about_ca_system_score_codex":0.00034390745,"about_ca_system_score_gemma":0.0019962075,"threshold_uncertainty_score":0.9985167},"labels":[],"label_agreement":null},{"id":"W7043255230","doi":"","title":"Social Work and Welfare Practice in the Workplace: Experiences from Academia in Australia, Canada and New Zealand","year":2004,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Social Work Education and Practice","field":"Social Sciences","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":"Social work; Work (physics); Welfare; Social Welfare; Government (linguistics); Context (archaeology)","score_opus":0.03218615326173731,"score_gpt":0.34769980650524623,"score_spread":0.31551365324350894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043255230","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":[0.6518847,0.0005710052,0.000004538993,0.3438245,0.00038336936,0.00023510259,0.0000016724392,0.000016128377,0.0030790041],"genre_scores_gemma":[0.9917256,0.00018932016,0.0002849938,0.0032660337,0.0005520631,0.000036017307,0.0000060543885,0.000010262691,0.0039296304],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978627,0.0006055266,0.00026396714,0.00032720913,0.00050544366,0.000435185],"domain_scores_gemma":[0.99802995,0.0014560266,0.00016672388,0.000113991744,0.000034902176,0.00019839309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010307031,0.00015880154,0.00019595749,0.00006659351,0.0009978439,0.0002889336,0.0003044089,0.00042088502,0.00050907047],"category_scores_gemma":[0.0014379637,0.0001428837,0.000021932137,0.0017996851,0.0002629406,0.00056287897,0.00003521414,0.0010754439,0.0000060538046],"study_design_candidate":"qualitative","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":[0.00012937952,0.000077518984,0.08385595,0.0000033693852,0.000020568603,0.000046255587,0.834106,0.000023692954,5.547146e-7,0.021623053,0.04986936,0.010244294],"study_design_scores_gemma":[0.00046240838,0.000007456285,0.10786819,0.000025598009,0.000016429,0.0000015399345,0.3162474,2.4642085e-7,8.50152e-7,0.0041220207,0.5710767,0.00017116475],"about_ca_topic_score_codex":0.88013196,"about_ca_topic_score_gemma":0.8994359,"teacher_disagreement_score":0.52120733,"about_ca_system_score_codex":0.0002596906,"about_ca_system_score_gemma":0.001003676,"threshold_uncertainty_score":0.767471},"labels":[],"label_agreement":null},{"id":"W7057878974","doi":"","title":"Management of Mental Disorders","year":2014,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","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":"Neurocognitive; Diagnostic Classification of Mental Health and Developmental Disorders of Infancy and Early Childhood; Mental health; Identification (biology); Cognition; Resource (disambiguation); Chinese Classification of Mental Disorders; Psychological intervention","score_opus":0.004871880986729222,"score_gpt":0.23131969408110076,"score_spread":0.22644781309437154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057878974","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":[0.06541361,0.00003465747,0.017653324,0.0015841441,0.00021150301,0.00049333385,0.000009967705,0.000031121162,0.91456836],"genre_scores_gemma":[0.97493327,0.000017587816,0.0013580079,0.000033697255,0.00007508678,0.00003890927,0.00003499321,0.000014152418,0.023494294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989272,0.000042898366,0.00021742177,0.00022112281,0.00031754767,0.00027382356],"domain_scores_gemma":[0.99942124,0.00004105397,0.000070993214,0.00034646035,0.00002683557,0.00009340679],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018637169,0.00012681031,0.00014998484,0.00008578842,0.000074489035,0.000023984783,0.0002646347,0.00002603229,0.091925256],"category_scores_gemma":[0.0000020183356,0.00012088483,0.000091919836,0.00022943864,0.00006781728,0.000017332766,0.00017284985,0.0001138102,0.000099664576],"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":[0.000014909415,0.00018574085,0.009891323,0.000036322213,0.00007760278,4.6556275e-7,0.000096563046,0.000015089966,0.00017544272,0.07498501,0.012568777,0.90195274],"study_design_scores_gemma":[0.002400538,0.0002122029,0.023798842,0.0001790331,0.000066069304,1.986644e-7,0.001972241,0.008396266,0.0012372711,0.006159907,0.9551255,0.00045192757],"about_ca_topic_score_codex":0.00028385868,"about_ca_topic_score_gemma":0.000019616857,"teacher_disagreement_score":0.94255674,"about_ca_system_score_codex":0.0000044371095,"about_ca_system_score_gemma":0.000012996626,"threshold_uncertainty_score":0.90890485},"labels":[],"label_agreement":null},{"id":"W7062107972","doi":"","title":"Social Work and Welfare Practica in the Workplace: Experiences from Academia in Australia, Canada and New Zealand","year":2004,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","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":"Social work; Work (physics); Welfare; Social Welfare; Government (linguistics); Context (archaeology)","score_opus":0.013847902872809691,"score_gpt":0.24557974108569655,"score_spread":0.23173183821288687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062107972","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":[0.9890766,0.0007952895,0.00012431107,0.009571301,0.00012476975,0.00012396438,0.0000027510118,0.000034363424,0.00014666218],"genre_scores_gemma":[0.9990209,0.00007739308,0.0003083383,0.00016820648,0.00010806312,0.000016304948,0.000007917903,0.00001900174,0.00027390404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988366,0.000058872458,0.00026301906,0.00025207587,0.00025380493,0.00033565908],"domain_scores_gemma":[0.99957526,0.00012134477,0.000037862483,0.00013483728,0.0000063413263,0.00012438359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016021566,0.00020165883,0.00023370206,0.000078341836,0.00010482808,0.00007754857,0.00021672357,0.00030939613,0.00013926215],"category_scores_gemma":[0.00002734323,0.00015969672,0.000025139647,0.00064679567,0.00006220449,0.00017889254,0.000024213145,0.00095193286,0.0000013036965],"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":[0.0005537976,0.00020026528,0.44027773,0.00015053582,0.0003942599,0.0009679975,0.39122474,0.07364909,0.00046512377,0.0026454183,0.034731437,0.054739602],"study_design_scores_gemma":[0.003585864,0.000045563385,0.8320611,0.00067749654,0.0001423642,0.000025402655,0.025746923,0.00066094595,0.0003685599,0.0052325856,0.13009964,0.0013535685],"about_ca_topic_score_codex":0.18669045,"about_ca_topic_score_gemma":0.34138578,"teacher_disagreement_score":0.3917834,"about_ca_system_score_codex":0.00012522326,"about_ca_system_score_gemma":0.000067264875,"threshold_uncertainty_score":0.81872547},"labels":[],"label_agreement":null},{"id":"W7063122901","doi":"","title":"Why the Proposed RDA Reforms Were Lost","year":2015,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Particle accelerators and beam dynamics","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":"Incitement; Hatred; Multiculturalism; Racism; Repeal; State (computer science); Human rights; Nationality; Citizenship; Race (biology); Interlocutory","score_opus":0.017232273620615163,"score_gpt":0.2186970029026637,"score_spread":0.20146472928204853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063122901","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":[0.92725414,0.0011797054,0.013687,0.0031141748,0.0020611126,0.00063743134,0.000018972294,0.0009799772,0.0510675],"genre_scores_gemma":[0.99716586,0.0000435057,0.00060336274,0.00089729344,0.00033856658,0.000012834369,0.000014247339,0.00006767368,0.00085665705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987461,0.00002669683,0.00026050108,0.00019933494,0.00029403288,0.00047332016],"domain_scores_gemma":[0.999061,0.000031861906,0.000038769464,0.0005495242,0.000075335374,0.00024349996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024836184,0.00022936451,0.00020111895,0.00006130472,0.00010429348,0.00013465178,0.00040455553,0.00015534325,0.00008103801],"category_scores_gemma":[0.000041796815,0.00014547067,0.000077545556,0.0004287995,0.00007526242,0.00027812136,0.00006769846,0.00037400002,0.00035178475],"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":[0.00018027819,0.0004434874,0.019910017,0.00024197545,0.000541842,0.00023382851,0.0049109356,0.11314087,0.006759248,0.024712747,0.77715397,0.051770814],"study_design_scores_gemma":[0.0018201722,0.00020683688,0.002433134,0.00013496829,0.000091528476,0.00007150414,0.0013424205,0.45785517,0.0070600426,0.0058054575,0.5220475,0.0011312246],"about_ca_topic_score_codex":0.00007267345,"about_ca_topic_score_gemma":0.00017466363,"teacher_disagreement_score":0.3447143,"about_ca_system_score_codex":0.00014331285,"about_ca_system_score_gemma":0.000046527883,"threshold_uncertainty_score":0.5932122},"labels":[],"label_agreement":null},{"id":"W7064875707","doi":"","title":"Crossing Boundaries: In-home childcare and migration in Canada","year":2017,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Astrophysical Phenomena and Observations","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":"Politics; Government (linguistics); Child care; Population; Public policy","score_opus":0.008258463856265696,"score_gpt":0.21872656528554596,"score_spread":0.21046810142928027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064875707","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":[0.9954194,0.000045484347,0.0015699647,0.0010016889,0.00017436416,0.00012227062,0.000024156749,0.00000701689,0.0016356716],"genre_scores_gemma":[0.9991977,0.0000011134201,0.00032638488,0.00008439504,0.0001831988,0.000014375669,0.000036439047,0.000013206403,0.0001431577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991752,0.00001732198,0.00019709332,0.00022546398,0.00011369237,0.00027123094],"domain_scores_gemma":[0.9994479,0.00003209015,0.00011006053,0.00030079004,0.000027196062,0.000082008446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004679049,0.00013386608,0.00018720668,0.000043861706,0.0009817986,0.00090223167,0.00017050814,0.000029192308,0.000045263827],"category_scores_gemma":[0.000011896647,0.00013551135,0.000026769281,0.00010180597,0.00020775652,0.0003719447,0.00006807144,0.0002258085,0.0000023767993],"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":[0.000008107326,0.000032412692,0.9710622,0.000006669386,0.000009561756,0.0000036150623,0.00089105126,0.0010407586,0.000039066796,0.014465134,0.00016442018,0.012277016],"study_design_scores_gemma":[0.00055809953,0.000011280339,0.9812971,0.00008413753,0.000006068942,6.5559114e-8,0.0008988542,0.0065115215,0.000037084093,0.006373187,0.0040187635,0.00020385494],"about_ca_topic_score_codex":0.8176308,"about_ca_topic_score_gemma":0.86136574,"teacher_disagreement_score":0.043734916,"about_ca_system_score_codex":0.00013532922,"about_ca_system_score_gemma":0.00085226656,"threshold_uncertainty_score":0.8700241},"labels":[],"label_agreement":null},{"id":"W7070911061","doi":"","title":"Reviewing Wrongful Convictions in Canada","year":2017,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":1,"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":"Government (linguistics); Agency (philosophy); Legislation; Perspective (graphical); Liability","score_opus":0.03618498185935854,"score_gpt":0.3191006377662435,"score_spread":0.28291565590688494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070911061","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":[0.21691117,0.0013087525,0.0029762716,0.008009721,0.02458735,0.0006059899,0.000028681256,0.00017260142,0.7453995],"genre_scores_gemma":[0.9819442,0.000103035934,0.00014666111,0.0023540282,0.00029940007,0.000061750914,0.000008904058,0.000030651616,0.015051382],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829334,0.00012988682,0.0004343891,0.0004717463,0.00017448184,0.0004961318],"domain_scores_gemma":[0.998154,0.00007464855,0.00025894417,0.0012744586,0.00005582907,0.00018211696],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031318556,0.00019614196,0.00033417917,0.00016972446,0.00039184166,0.00006856236,0.0004847933,0.00018111584,0.0097646825],"category_scores_gemma":[0.0001473827,0.000203934,0.000091472415,0.0001915054,0.0001484682,0.00014525573,0.00006229248,0.00053105445,0.0010129096],"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":[0.00014189733,0.0002169178,0.19735715,0.00002927132,0.00018303892,0.00045315918,0.0014698028,0.000055779616,0.00006830169,0.023844332,0.4569889,0.31919146],"study_design_scores_gemma":[0.001144483,0.0000336876,0.41570902,0.00008229157,0.000018456389,0.000101433274,0.00083968934,0.00010096764,0.00000839785,0.0005693738,0.58110005,0.00029211922],"about_ca_topic_score_codex":0.5341953,"about_ca_topic_score_gemma":0.8698007,"teacher_disagreement_score":0.765033,"about_ca_system_score_codex":0.0003007244,"about_ca_system_score_gemma":0.00023103721,"threshold_uncertainty_score":0.9997649},"labels":[],"label_agreement":null},{"id":"W7072057282","doi":"","title":"Under Pressure: Cicada Press","year":2017,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Caribbean history, culture, and politics","field":"Social Sciences","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":"Indigenous; The arts; Northern territory; Exhibition; Publishing; Project commissioning; Key (lock)","score_opus":0.043192935818282284,"score_gpt":0.3204132546501463,"score_spread":0.27722031883186404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072057282","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":[0.005711564,0.002689208,0.0009643802,0.004206644,0.004485983,0.00045808725,0.00005905998,0.0002868129,0.9811383],"genre_scores_gemma":[0.8641214,0.00032039708,0.00024772884,0.0009741426,0.0022482509,0.000018624169,0.000010788289,0.000029085493,0.13202961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803656,0.00015602636,0.00021389632,0.00037167626,0.0005631621,0.0006587031],"domain_scores_gemma":[0.9981855,0.00011265525,0.00021808175,0.00094612356,0.00015123482,0.0003864005],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00046017513,0.00020046941,0.0002537144,0.000044548568,0.0026737435,0.0005299489,0.0010668194,0.0003722116,0.0005498923],"category_scores_gemma":[0.00041355775,0.00019849965,0.0001663722,0.000073203984,0.00085280393,0.0004227142,0.00011019482,0.00038267672,0.00011530503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019044683,0.00008590705,0.0017174538,0.000027756452,0.00009290312,0.000016003245,0.011326001,0.00006958285,0.000020269494,0.69319624,0.2906676,0.0027612771],"study_design_scores_gemma":[0.0002637342,0.000014992216,0.0025478217,0.000034600842,0.00008187597,0.0000014244824,0.0011936143,0.00003987753,0.000045547236,0.004997381,0.99049306,0.00028605812],"about_ca_topic_score_codex":0.009543971,"about_ca_topic_score_gemma":0.0055846632,"teacher_disagreement_score":0.8584098,"about_ca_system_score_codex":0.00012668663,"about_ca_system_score_gemma":0.00025290044,"threshold_uncertainty_score":0.9986246},"labels":[],"label_agreement":null}]}