{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":65,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":65,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0ef51b8dd442","filters":{"venue":"UNSWorks (University of New South Wales, Sydney, Australia)"}},"results":[{"id":"W3133060356","doi":"10.1109/trustcom50675.2020.00100","title":"Data Analytics-enabled Intrusion Detection: Evaluations of Linux ToN_IoT Datasets","year":2021,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"University of New South Wales Canberra","keywords":"Ton; Computer science; Internet of Things; Intrusion detection system; Analytics; Operating system; Embedded system; Data mining","authors":[{"name":"Nour Moustafa","is_ca":false},{"name":"Mohiuddin Ahmed","is_ca":false},{"name":"Sherif Ahmed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1000102398454254,"gpt":0.2930643089726494,"spread":0.193054069127224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004211574,0.001087494,0.0006102578,0.001936341,0.0006115646,0.001162963,0.001479871,0.0007574838,0.0004331494],"category_scores_gemma":[0.01065565,0.0002060043,0.000608104,0.002020231,0.0009021256,0.001847821,0.001420691,0.0009121882,0.0003076055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222454,"about_ca_system_score_gemma":0.0007935219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007590125,"about_ca_topic_score_gemma":0.007431463,"domain_scores_codex":[0.9968406,0.0008118245,0.0003849187,0.0005415726,0.001171837,0.0002493006],"domain_scores_gemma":[0.9942957,0.001849456,0.0005320177,0.001352453,0.001537149,0.0004332085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008602165,0.008417211,0.2337419,0.002532308,0.001958959,0.001588542,0.001373883,0.3374414,0.03783899,0.0079404,0.07903676,0.2795275],"study_design_scores_gemma":[0.0004974579,0.003257318,0.166383,0.000196698,0.0002418685,0.001078075,0.001353993,0.7538137,0.04608558,0.003157874,0.02378221,0.0001521028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736242,0.0006815545,0.007767717,0.0005792564,0.0002831313,0.0003379279,0.01035911,0.003213131,0.003154101],"genre_scores_gemma":[0.9343332,0.0003672841,0.01734573,0.0001345165,0.00005678567,0.0002055912,0.04655179,0.0001506895,0.0008543591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007590125,"threshold_uncertainty_score":0.02227318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563452204","doi":"10.1684/ers.2016.0921","title":"Crafting health promotion: from Ottawa to beyond Shanghai","year":2016,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Charter; Promotion (chess); Political science; Health promotion; Public health; Public administration; Action (physics); Call to action; Public relations; Economic growth; Media studies; Medicine; Sociology; Nursing; Advertising; Law; Business","authors":[{"name":"Evelyne de Leeuw","is_ca":false},{"name":"Ben Harris‐Roxas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07573393598743228,"gpt":0.2837366577507663,"spread":0.208002721763334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004562756,0.001499914,0.001063464,0.003168466,0.01776362,0.02044659,0.00188545,0.003215865,0.03491811],"category_scores_gemma":[0.00513538,0.001032204,0.001037044,0.004827087,0.01068326,0.006673194,0.01094754,0.006706506,0.004920458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1089172,"about_ca_system_score_gemma":0.2111178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9414754,"about_ca_topic_score_gemma":0.974756,"domain_scores_codex":[0.9942732,0.001047939,0.0002771627,0.000570905,0.001376676,0.002454028],"domain_scores_gemma":[0.9824697,0.001015987,0.0006266331,0.0008623987,0.003209081,0.01181625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008271352,0.0003653791,0.02736362,0.001908079,0.0001614432,0.001111357,0.02057057,0.0007327089,0.00114202,0.1756463,0.6030714,0.1671],"study_design_scores_gemma":[0.00005985492,0.0002191579,0.04471497,0.001310434,0.00007878151,0.0001782438,0.01414064,0.0001987539,0.0004671121,0.008206365,0.9301376,0.000288032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06947397,0.09967917,0.001671705,0.4515051,0.011214,0.0003553017,0.007208094,0.0009733225,0.3579193],"genre_scores_gemma":[0.4755226,0.03833278,0.004073194,0.04629539,0.001233543,0.0002777585,0.003313142,0.0005007809,0.4304507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9414754,"threshold_uncertainty_score":0.7902533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7039356546","doi":"","title":"Management of Mental Disorders","year":2014,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02895887633805929,"gpt":0.1962770231621694,"spread":0.1673181468241101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009142474,0.000871076,0.0007073783,0.001031131,0.0009161846,0.002529762,0.001451747,0.001353544,0.0533198],"category_scores_gemma":[0.004868119,0.0002969412,0.0007156044,0.0006933616,0.0005245964,0.001750445,0.002268174,0.003369654,0.03723972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111548,"about_ca_system_score_gemma":0.002714046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001644,"about_ca_topic_score_gemma":0.004443553,"domain_scores_codex":[0.9992106,0.0001970915,0.00007900576,0.0000829361,0.0003612127,0.00006916221],"domain_scores_gemma":[0.9992619,0.0001973789,0.00009309436,0.00005957062,0.0002465787,0.0001414509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001597379,0.00004563365,0.0002514018,0.0004191077,0.000008639992,0.000149151,0.0002585256,0.00011412,0.0002298263,0.0042421,0.6935366,0.3007288],"study_design_scores_gemma":[0.00001276962,0.0000455253,0.000827883,0.001047045,0.000007016673,0.001500391,0.0001979572,0.0001329282,0.00009785593,0.004222501,0.9918949,0.00001322017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.005163181,0.1981335,0.03644832,0.07266708,0.02781777,0.001875597,0.005062706,0.003743176,0.6490887],"genre_scores_gemma":[0.02533678,0.1986967,0.07770172,0.03910909,0.008655972,0.001943611,0.005598106,0.00101351,0.6419446],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0533198,"threshold_uncertainty_score":0.1783725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889742156","doi":"10.26190/unsworks/28443","title":"Poverty in Australia 2022: A snapshot","year":2022,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poverty; Recession; Quarter (Canadian coin); Economic inequality; Poverty threshold; Household income; Government (linguistics); Unemployment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1294508298213438,"gpt":0.3073223487787356,"spread":0.1778715189573918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251559,0.0007997589,0.0004716037,0.003244483,0.001184123,0.002556716,0.0005394254,0.0009901507,0.01017384],"category_scores_gemma":[0.001839711,0.0005221583,0.0007474832,0.005487374,0.0002343442,0.002603113,0.003650734,0.001825424,0.004329456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003641213,"about_ca_system_score_gemma":0.009008654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1813498,"about_ca_topic_score_gemma":0.2444183,"domain_scores_codex":[0.9989718,0.00012566,0.0001170233,0.0000769299,0.0004404306,0.0002681783],"domain_scores_gemma":[0.9983971,0.00005749759,0.0001985085,0.00004856364,0.0007950692,0.0005032754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002158682,0.0002824699,0.07341044,0.006104269,0.0001511733,0.001608476,0.007562452,0.0007751232,0.001204639,0.003500489,0.5933537,0.3118309],"study_design_scores_gemma":[0.00001565877,0.0002502175,0.4612001,0.001869074,0.00004199514,0.0008851823,0.004072151,0.0002974494,0.0002896557,0.001127446,0.5298912,0.00005990759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2689386,0.1133575,0.003186119,0.06332211,0.006811002,0.001533354,0.2339662,0.001497891,0.3073874],"genre_scores_gemma":[0.4204776,0.1577598,0.01251032,0.02035663,0.003786106,0.00276375,0.1254632,0.0006050281,0.2562775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1813498,"threshold_uncertainty_score":0.3605885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3208795245","doi":"10.26190/unsworks/28486","title":"The effect of collection method on tear interleukin-6 levels in healthy individuals: A Pilot Study","year":2019,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Interleukin 1β; Interleukin; Immunology; Cytokine","authors":[{"name":"Gauri Shankar Shrestha","is_ca":false},{"name":"Ajay Kumar Vijay","is_ca":false},{"name":"Fiona Stapleton","is_ca":false},{"name":"Nicole Carnt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05451726157963202,"gpt":0.3113397991718777,"spread":0.2568225375922456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002732877,0.0008020133,0.0008300036,0.0004574206,0.0009396704,0.0008538426,0.0003961743,0.0007793182,0.002128168],"category_scores_gemma":[0.004822235,0.0004392651,0.0006633594,0.0003972301,0.0007832992,0.0005164945,0.0004339408,0.0008367088,0.0004259071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004395847,"about_ca_system_score_gemma":0.0005887339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003200586,"about_ca_topic_score_gemma":0.004741609,"domain_scores_codex":[0.9978169,0.001018658,0.0001815719,0.0003485678,0.0004189613,0.0002153593],"domain_scores_gemma":[0.9945942,0.002795358,0.0006555437,0.0003979687,0.0008660285,0.0006909555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3175054,0.04313984,0.5014593,0.0007287944,0.001108057,0.0009778301,0.00528013,0.0002262959,0.07590638,0.0001241023,0.0007000257,0.05284391],"study_design_scores_gemma":[0.002577246,0.1791864,0.809739,0.00003012333,0.0007730193,0.000470277,0.001354704,0.0004353717,0.004674614,0.00006446646,0.0006432959,0.00005151728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990718,0.0002522939,0.0001815968,0.00001950434,0.00002041848,0.0001646145,0.00005868161,0.000002974856,0.0002282144],"genre_scores_gemma":[0.9981202,0.000159019,0.0006651672,0.00008008197,0.00004794955,0.0001770641,0.0001129438,0.000006636037,0.0006308942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003200586,"threshold_uncertainty_score":0.01445299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2565223835","doi":"10.1684/ers.2016.0920","title":"L’ingénierie de la promotion de la santé : d’Ottawa à l’après-Shanghai","year":2016,"lang":"fr","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","authors":[{"name":"Evelyne de Leeuw","is_ca":false},{"name":"Ben Harris‐Roxas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04599173758379733,"gpt":0.2944610715513977,"spread":0.2484693339676003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001501683,0.0006289006,0.0003583825,0.001085022,0.01106839,0.008730747,0.00105241,0.001165896,0.01452195],"category_scores_gemma":[0.001904711,0.0005333524,0.0004436555,0.002679424,0.005733146,0.002170407,0.003170043,0.002574972,0.001637694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07261014,"about_ca_system_score_gemma":0.1192596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9607975,"about_ca_topic_score_gemma":0.989686,"domain_scores_codex":[0.9982647,0.0002866781,0.00006940635,0.0001682321,0.0003234769,0.0008875735],"domain_scores_gemma":[0.9971756,0.0002664689,0.0001440843,0.0001147378,0.0006685503,0.001630549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009362861,0.0002457725,0.1074807,0.00294076,0.0001482564,0.003037181,0.3322058,0.001701672,0.003696996,0.183383,0.2585388,0.1056847],"study_design_scores_gemma":[0.00002364027,0.00009590898,0.08956852,0.0006295947,0.00005845073,0.0001658901,0.103327,0.0001368798,0.0008956587,0.0008366946,0.8041332,0.000128534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5614935,0.02664558,0.001872188,0.07779416,0.00566996,0.0004564772,0.007202434,0.000283404,0.3185823],"genre_scores_gemma":[0.74085,0.009125367,0.001481745,0.003811525,0.0001666313,0.0001289014,0.001393901,0.0001145992,0.2429273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9607975,"threshold_uncertainty_score":0.5268259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7028957455","doi":"","title":"Housing multigenerational households in Australian cities: Evidence from Sydney and Brisbane at the turn of the twenty-first century","year":2015,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Metropolitan area; Population; Work (physics); Housing tenure; Politics; Paid work","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1063031183544191,"gpt":0.2277773877047148,"spread":0.1214742693502957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282908,0.0002965135,0.0003605672,0.002387686,0.002092444,0.001462452,0.001352659,0.000751325,0.002111486],"category_scores_gemma":[0.00424957,0.0005348088,0.0006675164,0.005165449,0.001469523,0.00129379,0.004175202,0.001140284,0.0004415934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004553619,"about_ca_system_score_gemma":0.004222566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6377824,"about_ca_topic_score_gemma":0.8196274,"domain_scores_codex":[0.9987938,0.0003372517,0.0001208221,0.0001603407,0.0003344061,0.0002532245],"domain_scores_gemma":[0.9952525,0.0003504989,0.001679451,0.0002947345,0.001504512,0.0009183566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009871567,0.0001056579,0.8846489,0.0007831557,0.0002488919,0.001013305,0.07765142,0.0001319209,0.0002407226,0.0009738165,0.007737284,0.02636615],"study_design_scores_gemma":[0.000001871596,0.00002095895,0.9880676,0.0001690449,0.00002120694,0.00009656079,0.008478865,0.00004584029,0.00001632004,0.00004609749,0.003026586,0.000009139642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851122,0.005896016,0.0001140368,0.002260423,0.0000646181,0.00004493488,0.001235166,0.000006297731,0.005266339],"genre_scores_gemma":[0.991832,0.00516096,0.0001777596,0.0005767271,0.0000439142,0.00007159352,0.0004912516,0.000007406162,0.001638512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6377824,"threshold_uncertainty_score":0.7287015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908542888","doi":"10.26190/unsworks/26844","title":"Cultural counterfactuals: assessing the impact of Indigenous social procurement in Australia","year":2018,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Indigenous; Social risk; Circumstantial evidence; Population; Social unrest","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1105204335058575,"gpt":0.3380507675034733,"spread":0.2275303339976158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.048823,0.000432218,0.0005990098,0.003559123,0.002897271,0.006825897,0.001774406,0.001055767,0.001313332],"category_scores_gemma":[0.1098904,0.0003248323,0.0008532635,0.003538291,0.01184489,0.00363843,0.00775677,0.001891163,0.00009935613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007908908,"about_ca_system_score_gemma":0.003908315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03432485,"about_ca_topic_score_gemma":0.03741204,"domain_scores_codex":[0.9428252,0.04522528,0.002473542,0.001536161,0.00709159,0.0008481784],"domain_scores_gemma":[0.8927982,0.07741637,0.01631412,0.004650301,0.008056964,0.0007640808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009308543,0.0006978585,0.3952317,0.001458357,0.0009985146,0.002222081,0.3881742,0.01247497,0.001332982,0.08970298,0.0008744667,0.105901],"study_design_scores_gemma":[0.00006120096,0.001680342,0.4790951,0.002429411,0.0006548424,0.0009694177,0.4145156,0.03071654,0.003504287,0.04422036,0.0218149,0.0003381332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830405,0.000790143,0.00458299,0.000575148,0.00003076018,0.0002570262,0.00005674213,0.000004264776,0.01066257],"genre_scores_gemma":[0.9958161,0.0003795915,0.003123449,0.00008318853,0.000008542113,0.0001776043,0.00005159504,0.000005047538,0.0003549157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.048823,"threshold_uncertainty_score":0.2582038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927275289","doi":"10.26190/unsworks/2653","title":"Associated and non-associated flow rule based elastic- viscoplastic models for soft clays","year":2014,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Queen's University; University of Engineering and Technology, Lahore; University of New South Wales; Queen's University Belfast; Rajshahi University; National Computational Infrastructure","keywords":"Oedometer test; Deformation (meteorology); Viscoplasticity; Permeability (electromagnetism); Finite element method; Consolidation (business); Flow (mathematics); Embankment dam; Domino effect","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01804743446762429,"gpt":0.2005908125273694,"spread":0.1825433780597451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003112974,0.0007558045,0.0006352,0.0008434842,0.0003261331,0.001212913,0.001687555,0.001784187,0.001821781],"category_scores_gemma":[0.001203984,0.0004121055,0.001396783,0.0005120116,0.0007966115,0.0008484392,0.000707901,0.0008800924,0.0004922755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004532814,"about_ca_system_score_gemma":0.0006929612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007784181,"about_ca_topic_score_gemma":0.004129687,"domain_scores_codex":[0.9997812,0.00004228489,0.00001655572,0.00004750085,0.00007064052,0.0000417662],"domain_scores_gemma":[0.9996009,0.0001509273,0.00009793136,0.00003610618,0.00008483194,0.00002918814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000141698,0.00002592433,0.0006337804,0.00002111669,0.000008409448,0.00007387126,0.00002785649,0.9901882,0.001650619,0.003942717,0.0001023242,0.003311048],"study_design_scores_gemma":[0.000001413763,0.000005349921,0.0001125058,0.000002417807,0.000002060891,0.00001301571,0.000003628817,0.9989914,0.0001551009,0.0004987207,0.0002114592,0.000002955856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1966184,0.0008342634,0.776839,0.0002746485,0.0001955962,0.0001684777,0.0004902295,0.0004278128,0.02415164],"genre_scores_gemma":[0.9524065,0.0005911497,0.03064577,0.00007497177,0.00006221433,0.0001997757,0.000370029,0.0001123083,0.01553729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007784181,"threshold_uncertainty_score":0.01547778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346492005","doi":"10.1093/oxfordhb/9780190226718.013.19","title":"Decomposing value added growth over sectors into explanatory factors","year":2016,"lang":"en","type":"preprint","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Econometrics; Decomposition; Order (exchange); Value (mathematics); Economic sector; Explanatory model; Macroeconomics; Mathematics; Economy; Statistics; Finance","authors":[{"name":"W. Erwin Diewert","is_ca":false},{"name":"Kevin J. Fox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06539489351006009,"gpt":0.2296876235917444,"spread":0.1642927300816844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002096633,0.001158661,0.0007041039,0.003856723,0.0003161143,0.002310105,0.0004742963,0.0004443478,0.004853212],"category_scores_gemma":[0.006374905,0.0003104658,0.001027209,0.005821668,0.0004417567,0.001246149,0.001004124,0.001387162,0.0008540045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295847,"about_ca_system_score_gemma":0.001283574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126844,"about_ca_topic_score_gemma":0.007004207,"domain_scores_codex":[0.9991357,0.0002032266,0.00005571038,0.0002300271,0.0002586321,0.0001167669],"domain_scores_gemma":[0.9969282,0.001891079,0.0004050217,0.0003785235,0.0003151665,0.00008204886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002690778,0.0001875487,0.227476,0.0003501781,0.0006450214,0.0006213253,0.0008750967,0.1908671,0.005502246,0.1259642,0.007670356,0.4395719],"study_design_scores_gemma":[0.00003721063,0.0001637045,0.2259831,0.00026402,0.0002081825,0.0002470385,0.001305215,0.4926545,0.005497897,0.2180605,0.05543935,0.000139362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4042503,0.002040828,0.5623769,0.00105572,0.0001993457,0.0003085492,0.01276283,0.0009403827,0.01606505],"genre_scores_gemma":[0.8945619,0.00112295,0.08419454,0.00009138895,0.0001470504,0.0003426117,0.01338266,0.0001462637,0.006010542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0126844,"threshold_uncertainty_score":0.02522117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889801701","doi":"10.26190/81wp-fr56","title":"Monitoring hepatitis C treatment uptake in Australia: Issue #13, July 2023","year":2023,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Discontinuation; Medical prescription; Antiviral treatment; Hepatitis C virus; Hepatitis C; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2239567695702654,"gpt":0.3482794053499705,"spread":0.1243226357797051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002320362,0.0003164924,0.0003688111,0.002316148,0.0008482388,0.001727571,0.0006379034,0.0007061458,0.004773765],"category_scores_gemma":[0.00917318,0.0003248781,0.0005291947,0.002499887,0.000315002,0.001277447,0.001172261,0.000943001,0.001825085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164978,"about_ca_system_score_gemma":0.003163444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08276886,"about_ca_topic_score_gemma":0.1060952,"domain_scores_codex":[0.9982039,0.0003134926,0.0002825266,0.0001351366,0.0008829063,0.0001820419],"domain_scores_gemma":[0.9913169,0.0004579376,0.001909652,0.000223102,0.004760799,0.001331551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015801,0.0002580763,0.7343075,0.0009450015,0.0000928032,0.0002623487,0.0015523,0.0001666542,0.0005013383,0.0004369926,0.162689,0.09862999],"study_design_scores_gemma":[0.00001537763,0.0001021053,0.945971,0.0003975038,0.000024424,0.0002199805,0.0006037305,0.0006971604,0.0002867781,0.0001145752,0.0515504,0.00001687079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.718479,0.0150193,0.002692346,0.04415772,0.003251866,0.002493278,0.07140379,0.001100638,0.1414021],"genre_scores_gemma":[0.8514522,0.01215943,0.006820194,0.01395865,0.00254577,0.002101426,0.0519891,0.0002420378,0.05873136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08276886,"threshold_uncertainty_score":0.1645742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913914075","doi":"10.26190/unsworks/20711","title":"Fairness in Transportation System","year":2018,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Advanced Research in Systems and Signal Processing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Business","authors":[{"name":"Xian Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03972114715017114,"gpt":0.2433125965286806,"spread":0.2035914493785095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008354325,0.0009729188,0.001322583,0.001298806,0.003537535,0.006288045,0.00197455,0.002387383,0.01051205],"category_scores_gemma":[0.0212098,0.0004349934,0.001641883,0.001687642,0.005374268,0.007536994,0.003392778,0.002866396,0.001294232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006198471,"about_ca_system_score_gemma":0.005873755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006522616,"about_ca_topic_score_gemma":0.002878341,"domain_scores_codex":[0.9892558,0.004190564,0.000691416,0.002204289,0.00258912,0.001068802],"domain_scores_gemma":[0.9913084,0.003827739,0.0009068297,0.001934378,0.001670355,0.0003522687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001854891,0.00001515273,0.0004531782,0.00004858066,0.00001855946,0.00003828144,0.000126622,0.01972558,0.0001782905,0.9670786,0.002005658,0.01029298],"study_design_scores_gemma":[0.00002496876,0.00007470335,0.0004027651,0.00006843093,0.00002881301,0.0001230233,0.0001493455,0.07459477,0.0004094202,0.8900055,0.03408067,0.00003755081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0308194,0.00244215,0.8055758,0.00595172,0.001351187,0.0005993188,0.0005636343,0.0004046625,0.1522921],"genre_scores_gemma":[0.8718067,0.002198152,0.09217433,0.001194443,0.00103838,0.0006730753,0.0003752711,0.0001758958,0.03036372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01051205,"threshold_uncertainty_score":0.04497325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890214374","doi":"","title":"Tranchemontagne and the Administration of Rights: Lessons from the Game of Jurisdiction","year":2016,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Jurisdiction; Tribunal; Political science; Supreme court; Law; Administration (probate law); Human rights; Law and economics; Business; Sociology","authors":[{"name":"Jennifer Raso","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0608751866163732,"gpt":0.29428738140437,"spread":0.2334121947879968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01364313,0.000493137,0.0008928002,0.001255884,0.01201886,0.01429888,0.003033047,0.009344216,0.009020645],"category_scores_gemma":[0.02121104,0.000619948,0.0009480272,0.001383421,0.07236224,0.01684852,0.008372733,0.00955846,0.000558757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02003495,"about_ca_system_score_gemma":0.02080613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1576191,"about_ca_topic_score_gemma":0.1315734,"domain_scores_codex":[0.9848517,0.008687,0.0002967452,0.001310682,0.002413759,0.002439997],"domain_scores_gemma":[0.9877044,0.008915666,0.0005888073,0.0009932031,0.001052096,0.0007459096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003881392,0.000002865179,0.00007368832,0.000004644475,0.000001783661,0.00003608901,0.001278886,0.000204543,0.00002066256,0.9975775,0.0002654142,0.0005301859],"study_design_scores_gemma":[0.00003679895,0.00001483902,0.0002965915,0.00006951645,0.000008116827,0.00006335953,0.00331711,0.001640569,0.0001302758,0.9596053,0.03479586,0.00002163338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07270288,0.002257723,0.08973434,0.06206674,0.0003097726,0.0001565427,0.00005247277,0.00005701093,0.7726626],"genre_scores_gemma":[0.9746259,0.0005527716,0.00555445,0.002748436,0.00009328403,0.000109149,0.00001246535,0.00004035304,0.01626327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1576191,"threshold_uncertainty_score":0.3134033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964731908","doi":"10.26190/unsworks/5926","title":"Metal uptake by bacteria","year":2001,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Agency for International Development","keywords":"Manganese; Metal; Metal ions in aqueous solution; Bacteria; Glucose uptake; Copper","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02259258351206795,"gpt":0.2279503581881916,"spread":0.2053577746761236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002481655,0.000980863,0.0008129811,0.0002744918,0.0004173922,0.001205116,0.0005033389,0.0007774823,0.001861726],"category_scores_gemma":[0.0002752915,0.0002206817,0.0006095852,0.0003766537,0.0001519075,0.000462278,0.001253863,0.0007343307,0.002774637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004654016,"about_ca_system_score_gemma":0.0003240791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802716,"about_ca_topic_score_gemma":0.001566334,"domain_scores_codex":[0.9991795,0.0001105991,0.00007519234,0.0002331549,0.0002579175,0.0001436504],"domain_scores_gemma":[0.9998901,0.000012328,0.00001923975,0.00001726597,0.00004124342,0.00001991514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005909456,0.00002954538,0.0004269054,0.0002682765,0.000008311154,0.00004230332,0.00004012913,0.0000367148,0.9887516,0.0001071552,0.0001639149,0.01006609],"study_design_scores_gemma":[0.00002246571,0.0005648088,0.00387388,0.00007176585,0.00004049535,0.0004239061,0.0001688333,0.0007973277,0.9715183,0.0001556584,0.02234332,0.00001913263],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147142,0.01705688,0.03831463,0.001399303,0.0004179035,0.0005888712,0.002004205,0.001533583,0.02397045],"genre_scores_gemma":[0.9092366,0.006637135,0.0431966,0.0008298979,0.00006206873,0.0002614033,0.00249236,0.0001762424,0.03710775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001861726,"threshold_uncertainty_score":0.006228089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7081282541","doi":"10.26190/unsworks/31580","title":"Beyond Educational Genocide: The challenge of addressing legacies of genocide against Indigenous Peoples in education","year":2025,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Genocide; Redress; Indigenous; Indigenous education; Cognitive reframing; Economic Justice; Agency (philosophy); Human rights","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03818488961447528,"gpt":0.2635388459506731,"spread":0.2253539563361978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01923249,0.0004080933,0.0007960962,0.001869967,0.02096336,0.01309477,0.002340779,0.004547575,0.002745569],"category_scores_gemma":[0.0232965,0.0003187201,0.0003299586,0.001649465,0.08381934,0.0123168,0.01647698,0.008561864,0.0002560821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02110658,"about_ca_system_score_gemma":0.05915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1279788,"about_ca_topic_score_gemma":0.2062637,"domain_scores_codex":[0.9860264,0.009182299,0.0003162852,0.0007177229,0.001106002,0.002651329],"domain_scores_gemma":[0.979588,0.0140788,0.001556198,0.001220719,0.001909566,0.001646727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001228256,0.00003518906,0.004048218,0.0003595852,0.00001458865,0.0006574963,0.6264365,0.0002195357,0.0002314438,0.3272818,0.001389561,0.0393137],"study_design_scores_gemma":[0.000007463762,0.00006820612,0.006000262,0.002625023,0.0000303114,0.0003787374,0.782414,0.0002639647,0.0004587022,0.1122469,0.09546854,0.0000379872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5003633,0.02873295,0.01184722,0.2619377,0.0009056024,0.0001311875,0.00002694759,0.00006167134,0.1959933],"genre_scores_gemma":[0.9871458,0.003773704,0.001348838,0.004962346,0.0000773104,0.00003119672,0.000004417481,0.00001281671,0.002643461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279788,"threshold_uncertainty_score":0.2544678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7104306929","doi":"10.26190/unsworks/31764","title":"Sun, Smoke and Self-Determination: Evaluating Climate Initiatives as Tools for First Nations Advancement and Empowerment","year":2025,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Empowerment; Renewable energy; Indigenous; Climate change; Capacity building; Climate change mitigation; Independence (probability theory); Qualitative property; Developing country","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07575222118122038,"gpt":0.3727388491897591,"spread":0.2969866280085387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0425101,0.000632475,0.001126231,0.002885147,0.003148906,0.006863781,0.001216321,0.001195061,0.00415681],"category_scores_gemma":[0.06556801,0.000314981,0.001949292,0.002749567,0.004677192,0.005097327,0.00540439,0.002803507,0.0005034342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005379297,"about_ca_system_score_gemma":0.009779419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343208,"about_ca_topic_score_gemma":0.004598989,"domain_scores_codex":[0.9613545,0.02994901,0.001289921,0.0008939269,0.005012804,0.001499784],"domain_scores_gemma":[0.9250383,0.05692934,0.005764463,0.002032962,0.006571362,0.003663595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002765143,0.01471843,0.1419905,0.009581412,0.0009033818,0.0001487609,0.1506375,0.002438385,0.001061999,0.03468151,0.003217237,0.6378557],"study_design_scores_gemma":[0.001477075,0.04854601,0.3919127,0.01704426,0.002802463,0.0002020884,0.4252031,0.009233478,0.007396217,0.01913755,0.07664548,0.0003997592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960049,0.002128833,0.00251994,0.001303479,0.0002116819,0.004120074,0.000158292,0.00003285068,0.02947579],"genre_scores_gemma":[0.9791706,0.002020586,0.00958645,0.0003421874,0.00004918922,0.006419444,0.0001288429,0.00001946459,0.002263464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0425101,"threshold_uncertainty_score":0.2248176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046263574","doi":"","title":"Dissolved organic matter in the unsaturated zone: the view from the cave","year":2017,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Cave; Organic matter; Geology; Dissolved organic carbon; Vadose zone; Environmental science; Hydrology (agriculture); Physical geography; Oceanography; Geography; Groundwater; Ecology; Archaeology; Biology; Geotechnical engineering","authors":[{"name":"Andy Baker","is_ca":false},{"name":"Wuhui Duan","is_ca":false},{"name":"Helen Rutlidge","is_ca":false},{"name":"Liza K. McDonough","is_ca":false},{"name":"Phetdala Oudone","is_ca":false},{"name":"Karina Meredith","is_ca":false},{"name":"Martin S. Andersen","is_ca":false},{"name":"Denis M. O’Carroll","is_ca":true},{"name":"Katie Coleborn","is_ca":false},{"name":"Pauline C. Treble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0429487977796001,"gpt":0.2222768645961032,"spread":0.1793280668165031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002374752,0.0002073057,0.0001984482,0.0005438231,0.0007006307,0.001437769,0.0005486225,0.0008784131,0.001201008],"category_scores_gemma":[0.0003180896,0.0001554169,0.0001503417,0.0004485347,0.001652285,0.001192459,0.00102023,0.0009788582,0.0002200136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073011,"about_ca_system_score_gemma":0.0007926751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02768029,"about_ca_topic_score_gemma":0.0479802,"domain_scores_codex":[0.9999193,0.00001221723,0.000002699516,0.00002488136,0.0000236691,0.00001708006],"domain_scores_gemma":[0.9998326,0.00003314835,0.00002627196,0.00001085289,0.00005327697,0.00004384488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008649423,0.0001041892,0.3900797,0.002512862,0.0001729217,0.009563157,0.01062382,0.00106213,0.2752061,0.01617245,0.01155607,0.2820816],"study_design_scores_gemma":[0.0000255121,0.0005651588,0.7039989,0.001233103,0.0001485393,0.01811391,0.01556346,0.00200124,0.02784364,0.01180451,0.2184864,0.0002157314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223629,0.04455587,0.004082602,0.009818314,0.0001853627,0.00003557714,0.0005001271,0.00006966211,0.01838946],"genre_scores_gemma":[0.9677377,0.01791575,0.003979253,0.002849474,0.0002047033,0.00001335117,0.0001420499,0.00002815756,0.007129616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02768029,"threshold_uncertainty_score":0.05503833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889829750","doi":"10.26190/unsworks/2679","title":"Cultures of in-home child care: Nannies, migration and early childhood education and care policy in Australia, the United Kingdom and Canada","year":2015,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Early childhood education; Government (linguistics); Welfare state; Public policy; Mainstream; Welfare; Social policy; Child care; Day care; Early childhood; Investment (military)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02474983244051268,"gpt":0.2849645091719053,"spread":0.2602146767313926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001890014,0.0002616454,0.0004976369,0.001531758,0.01455228,0.005241531,0.001260618,0.0009595426,0.00209394],"category_scores_gemma":[0.004201408,0.0002836055,0.000210048,0.003336823,0.007863091,0.00240096,0.005037148,0.001929609,0.00009482506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08669676,"about_ca_system_score_gemma":0.08291862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879369,"about_ca_topic_score_gemma":0.9940426,"domain_scores_codex":[0.997367,0.0006578397,0.00008639758,0.0002200663,0.0006037229,0.001064956],"domain_scores_gemma":[0.9958545,0.0005915984,0.0006241782,0.00008788182,0.001076799,0.001765095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009610184,0.0001452152,0.1543919,0.0003066511,0.00004432705,0.001259628,0.7489604,0.0003387719,0.0003806869,0.04457884,0.005347797,0.04414973],"study_design_scores_gemma":[0.000008260224,0.00004533212,0.3540694,0.0007589899,0.00002264531,0.0002443211,0.6007136,0.0002816689,0.0001375403,0.001320744,0.04232643,0.0000711394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693173,0.005360996,0.00007335206,0.007111886,0.00005970297,0.00002346792,0.00007006629,0.000003900592,0.01797931],"genre_scores_gemma":[0.9921381,0.003295374,0.0001288722,0.0007293758,0.000007082539,0.00001501749,0.00003137444,0.000005442389,0.003649282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08669676,"threshold_uncertainty_score":0.629032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6945957813","doi":"10.26190/unsworks/2735","title":"From a Special Relationship to a Pluralistic Security Community: A Study of Indonesia-Malaysia Relations","year":2015,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Asian Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Special Relationship; Security community; Security studies; Collective security; Power (physics); Territorial integrity; Function (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09255860106195739,"gpt":0.3200060733597952,"spread":0.2274474722978378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145881,0.0002114345,0.0002360906,0.0008781968,0.006062962,0.006110786,0.0005458476,0.0006829108,0.002494074],"category_scores_gemma":[0.00132937,0.0002822886,0.0001245799,0.001773966,0.005076043,0.005867579,0.002473563,0.002072208,0.0002543559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004931803,"about_ca_system_score_gemma":0.003091697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02342349,"about_ca_topic_score_gemma":0.04239256,"domain_scores_codex":[0.9992519,0.0004115925,0.0000305279,0.00006888767,0.00009116025,0.0001459317],"domain_scores_gemma":[0.9992743,0.0002643268,0.000182186,0.00002752644,0.00003854228,0.0002131638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002979604,0.0001570523,0.02829397,0.00010655,0.00000600806,0.00113607,0.8949506,0.0001475678,0.0004897866,0.06196135,0.0006950161,0.01202626],"study_design_scores_gemma":[0.000005479762,0.00005000505,0.03898963,0.0002217136,0.00000878556,0.0004431751,0.925505,0.0008304935,0.0003216962,0.005963508,0.02763709,0.00002342753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687434,0.0005900103,0.0002257178,0.0009715462,0.00001476765,0.00001328237,0.000009523423,0.000002554351,0.02942922],"genre_scores_gemma":[0.9975669,0.0003260816,0.0000713277,0.0000628276,0.000002954202,0.000005209612,0.000004536015,0.000002517887,0.001957635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02342349,"threshold_uncertainty_score":0.04657429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927116463","doi":"10.26190/unsworks/25008","title":"The Mothering Thicket: Investigating the Impact of Transgenerational Trauma through Installation Based Print Practice.","year":2023,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Narrative; Subject (documents); Irish; Bourgeoisie; Perspective (graphical); Transgenerational epigenetics; Space (punctuation); Face (sociological concept)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04741713132898771,"gpt":0.3050740539039725,"spread":0.2576569225749847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002979625,0.0004219108,0.000318587,0.001012472,0.003528088,0.003986857,0.001183051,0.001318261,0.004221296],"category_scores_gemma":[0.008665043,0.0004975022,0.0002861305,0.0007020661,0.00846514,0.002170001,0.004322213,0.002236985,0.0004680862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015803,"about_ca_system_score_gemma":0.001272644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476101,"about_ca_topic_score_gemma":0.004091123,"domain_scores_codex":[0.9977302,0.001154548,0.0000512598,0.0002829203,0.0005581572,0.0002228838],"domain_scores_gemma":[0.9943095,0.003604289,0.0009177613,0.0005781093,0.000266569,0.0003237109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002026635,0.0007856775,0.01795697,0.0003671414,0.00002182065,0.003515862,0.903634,0.00006456249,0.00764781,0.007675944,0.001100184,0.0570274],"study_design_scores_gemma":[0.00003926616,0.002423084,0.06641944,0.0004502478,0.00006207824,0.004192782,0.8782484,0.0002153025,0.006419681,0.003229151,0.03826472,0.00003582794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9826004,0.0009475699,0.0009264408,0.0007275231,0.00004775649,0.00007635542,0.00002835594,0.00001277973,0.0146329],"genre_scores_gemma":[0.9886523,0.0009788665,0.001199029,0.0003108092,0.00002163491,0.0001209334,0.00001802715,0.0000161084,0.008682145],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004221296,"threshold_uncertainty_score":0.01575792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889881895","doi":"10.26190/unsworks/26801","title":"Bulletin No. 22: Supervised Injecting Facilities: What the literature tells us","year":2013,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Globe; Welfare; Amenity; Relation (database); Public policy; Public health","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06085050701791489,"gpt":0.2533301128978074,"spread":0.1924796058798925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01104142,0.0009517623,0.002364527,0.01643527,0.001661899,0.01088945,0.00222468,0.00485943,0.0361823],"category_scores_gemma":[0.06643157,0.001002845,0.001106634,0.02383632,0.003043578,0.01100272,0.003354156,0.005072422,0.01062909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006250994,"about_ca_system_score_gemma":0.02189511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0232649,"about_ca_topic_score_gemma":0.02914678,"domain_scores_codex":[0.990051,0.002449488,0.002310326,0.0007336151,0.003995859,0.000459655],"domain_scores_gemma":[0.8994594,0.05738494,0.01306379,0.001685799,0.02352751,0.004878681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004973133,0.00003381835,0.000803198,0.01535839,0.00005406178,0.0000523321,0.0004862661,0.00004001085,0.00005283452,0.002581674,0.8977075,0.0827802],"study_design_scores_gemma":[0.00002483282,0.00002597154,0.003970395,0.0512906,0.0001022582,0.0001353045,0.001187374,0.00002504344,0.00007465189,0.002650255,0.9404848,0.00002853664],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001268292,0.5604715,0.0004772288,0.3472296,0.03441307,0.0003661651,0.02063008,0.0002139753,0.03493009],"genre_scores_gemma":[0.01157308,0.810154,0.002288003,0.1016811,0.03080698,0.0009847797,0.01580726,0.0002434805,0.02646132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0361823,"threshold_uncertainty_score":0.1210419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7014478212","doi":"","title":"Properties of a provider questionnaire of access to primary health care by vulnerable groups","year":2018,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Referral; Psychological intervention; Exploratory factor analysis; Context (archaeology); Health care; Test (biology); Indigenous","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09193657000740944,"gpt":0.36569937791829,"spread":0.2737628079108806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02811326,0.0002765605,0.0005292958,0.001478759,0.0004228532,0.0009118401,0.0005170297,0.0006117504,0.00385791],"category_scores_gemma":[0.08784174,0.0002917687,0.001365196,0.001619507,0.0007243869,0.001025257,0.001147026,0.0007462245,0.0004799537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009161051,"about_ca_system_score_gemma":0.001054876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960059,"about_ca_topic_score_gemma":0.002041433,"domain_scores_codex":[0.9823779,0.01031913,0.002103606,0.0005720475,0.004120086,0.0005071387],"domain_scores_gemma":[0.8947798,0.07560509,0.01349761,0.005055201,0.009549428,0.001512927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005051674,0.0004292946,0.9431198,0.0002747246,0.0002591392,0.0001095631,0.002769696,0.001427616,0.000465137,0.0004166637,0.001719929,0.04850339],"study_design_scores_gemma":[0.0001175927,0.001356354,0.9884333,0.0001861854,0.00007962274,0.0002605958,0.002447017,0.003503125,0.0002876884,0.0005715293,0.002722599,0.00003444571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797298,0.0002241018,0.008051362,0.0007486127,0.00007232276,0.002255223,0.002142097,0.00005972255,0.006716837],"genre_scores_gemma":[0.9898118,0.0001283575,0.006640986,0.0001716185,0.00002825664,0.00181273,0.0008515041,0.00001356371,0.0005412939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02811326,"threshold_uncertainty_score":0.1486789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7015064237","doi":"","title":"Soundtrack Boxing Day","year":2007,"lang":"en","type":"other","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hollywood; Narrative; Documentary film; Filmmaking; Period (music); Popular music; Video recording; Order (exchange); Feature film; Action (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07568410656999061,"gpt":0.2377205349419618,"spread":0.1620364283719712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007087664,0.0002747558,0.0002535815,0.0007846035,0.001991971,0.003367057,0.0005458338,0.0005715096,0.245866],"category_scores_gemma":[0.002197511,0.0001748869,0.0002541251,0.0007645448,0.0004181105,0.001637619,0.002131492,0.001067927,0.04496845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110733,"about_ca_system_score_gemma":0.001061426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006376183,"about_ca_topic_score_gemma":0.01832273,"domain_scores_codex":[0.9993912,0.00009287459,0.00002232092,0.000109743,0.0002775988,0.0001062733],"domain_scores_gemma":[0.9989858,0.0001475624,0.0000486315,0.0001958263,0.0003159062,0.0003062604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002910271,0.0001628894,0.001656271,0.000180889,0.000007754499,0.0002823738,0.002794889,0.00009948361,0.00230415,0.02151821,0.8142602,0.1564419],"study_design_scores_gemma":[0.000008916561,0.00005404546,0.008653234,0.00004957981,0.000002134103,0.00008797141,0.0008448607,0.00006747474,0.0006518533,0.0005414335,0.989029,0.000009353463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01326593,0.0002768699,0.001091143,0.0009335008,0.001357782,0.0002013271,0.003502839,0.0006392904,0.9787313],"genre_scores_gemma":[0.07188591,0.0006123299,0.002620839,0.000649866,0.0005787088,0.0001975902,0.00504798,0.0005295669,0.9178773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.245866,"threshold_uncertainty_score":0.8225036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7055748651","doi":"","title":"Clinimetrics: Quebec Back Pain Disability Scale Commentary","year":2020,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scale (ratio); Back pain; Low back pain; MEDLINE","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05360148261342844,"gpt":0.2598010026188241,"spread":0.2061995200053957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02404234,0.001525796,0.003756697,0.004504433,0.005663686,0.006104253,0.006205734,0.02871077,0.02099175],"category_scores_gemma":[0.1701792,0.001564875,0.003687956,0.005827146,0.006883585,0.003173497,0.003197037,0.03365399,0.008065733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03547282,"about_ca_system_score_gemma":0.06191288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6282514,"about_ca_topic_score_gemma":0.6726401,"domain_scores_codex":[0.9717345,0.009382374,0.004019254,0.002271324,0.01039854,0.002193897],"domain_scores_gemma":[0.8623853,0.06157787,0.0056685,0.002429449,0.06293132,0.005007482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000435124,0.000004417838,0.0001247915,0.0004133049,0.00003832474,0.00001488924,0.00003423627,0.00002957093,0.00001044993,0.00154154,0.9929721,0.004772876],"study_design_scores_gemma":[0.0004131298,0.00002038663,0.002925821,0.008520274,0.0002096339,0.00006679,0.000202898,0.000109384,0.0000855964,0.002229212,0.9851185,0.00009838555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001698893,0.01774273,0.0001664452,0.8633945,0.1085875,0.0000843142,0.003103834,0.00005712525,0.006693667],"genre_scores_gemma":[0.003285441,0.006977139,0.0003884327,0.945839,0.03446286,0.0003610388,0.0006215603,0.00005954525,0.008004991],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6282514,"threshold_uncertainty_score":0.7478758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987117314","doi":"","title":"Secure Occupancy: conceptual foundations and comparative perspectives: Final Report","year":2011,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Housing and Urban Research Institute; Australian Government","keywords":"Renting; Occupancy; Variety (cybernetics); Conceptual framework; Order (exchange); Table (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2242458730276251,"gpt":0.2675952282528934,"spread":0.04334935522526825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01063091,0.0004863919,0.0006380435,0.003843524,0.006731911,0.00987219,0.002372833,0.002222752,0.01033001],"category_scores_gemma":[0.009927266,0.0003989918,0.00046348,0.007432523,0.04175207,0.01609409,0.00864169,0.003165296,0.0003365087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01441856,"about_ca_system_score_gemma":0.004864143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02104358,"about_ca_topic_score_gemma":0.02426197,"domain_scores_codex":[0.9924216,0.005513068,0.00015714,0.0004590597,0.0007544355,0.0006947386],"domain_scores_gemma":[0.9932766,0.004639532,0.0006769889,0.0003849111,0.0006617386,0.000360211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009697768,0.00001734578,0.0009587003,0.00008523012,0.000003484211,0.00005467252,0.04918271,0.00008165448,0.00001938539,0.9435816,0.001183303,0.004822198],"study_design_scores_gemma":[0.00001575643,0.00007460191,0.0140149,0.001243798,0.00002410857,0.0004171835,0.506119,0.001163035,0.0001315295,0.3286457,0.1481172,0.00003322914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2380345,0.02501001,0.02206907,0.05116479,0.0005771873,0.0002199034,0.000430709,0.00004276203,0.662451],"genre_scores_gemma":[0.9862865,0.005065353,0.002635039,0.0005758413,0.0001322258,0.00023219,0.0001133608,0.00002878041,0.00493067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02104358,"threshold_uncertainty_score":0.1046144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7019626061","doi":"","title":"Former West/Future Souths","year":2023,"lang":"en","type":"other","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Eurocentrism; Dialogical self; Globalization; Modernity; Contemporary art; Utopia; Exoticism; World history; Metis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08000005677307402,"gpt":0.2461803616311287,"spread":0.1661803048580546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003329528,0.0005177902,0.0004158199,0.001208997,0.007780743,0.00927005,0.0006601017,0.001885849,0.02722383],"category_scores_gemma":[0.002874281,0.0003088724,0.0004047718,0.001099679,0.009108488,0.01046539,0.007414365,0.003373632,0.004289533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827137,"about_ca_system_score_gemma":0.002351374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827842,"about_ca_topic_score_gemma":0.003967914,"domain_scores_codex":[0.9980564,0.0008866349,0.0000702385,0.0003366226,0.0003197117,0.0003305217],"domain_scores_gemma":[0.9986405,0.0004236348,0.0001366597,0.0002531158,0.0001919721,0.0003540784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005883973,0.0000263977,0.0008492591,0.0002240867,0.000006157844,0.0004358021,0.1377842,0.00004941914,0.0009056254,0.7622537,0.05481328,0.04259319],"study_design_scores_gemma":[0.000003952298,0.00001291678,0.0004735543,0.0001805812,0.000003217415,0.00028707,0.02659671,0.00004562347,0.0002825752,0.03426893,0.937838,0.000006786654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04851191,0.008552997,0.005881462,0.03074944,0.003833197,0.00005520698,0.0001706592,0.0001450687,0.9021],"genre_scores_gemma":[0.4824289,0.004910957,0.003217689,0.007658303,0.001251776,0.0001158668,0.0001871786,0.0006056165,0.4996238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02722383,"threshold_uncertainty_score":0.0910728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061567213","doi":"","title":"The Plea for Peace and Interconnection through Public Textile Projects","year":2004,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plea; Politics; Irish; Identity (music); Order (exchange); Public space; Textile; Clothing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07049035039036007,"gpt":0.2710537542258272,"spread":0.2005634038354672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003818036,0.0004724937,0.000178196,0.0007558384,0.01390679,0.01037419,0.0009212918,0.00283668,0.04676567],"category_scores_gemma":[0.003614083,0.0003665335,0.0003706605,0.0009156238,0.01027058,0.008735755,0.0192681,0.003730063,0.004469252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510126,"about_ca_system_score_gemma":0.003746885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375101,"about_ca_topic_score_gemma":0.003902578,"domain_scores_codex":[0.9963828,0.001955529,0.00005285434,0.0002150391,0.0003942424,0.0009995153],"domain_scores_gemma":[0.9979098,0.000405501,0.0002183759,0.0004029294,0.0001399935,0.0009232694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000102824,0.0002608318,0.003414585,0.0001922534,0.00001389577,0.0009409123,0.06108604,0.0006060483,0.001012417,0.7159078,0.08428013,0.1321822],"study_design_scores_gemma":[0.00001705322,0.00009761479,0.002682751,0.000149411,0.000003360147,0.0004672792,0.05856645,0.0001793682,0.0003299341,0.0401882,0.8973054,0.0000132869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08398016,0.001754621,0.01512912,0.04550491,0.0008325952,0.0001704219,0.00006883021,0.000334721,0.8522247],"genre_scores_gemma":[0.7868052,0.0009220385,0.003865967,0.001963546,0.0002473846,0.0001859699,0.00005605229,0.0001403746,0.2058135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04676567,"threshold_uncertainty_score":0.1564467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6998862622","doi":"","title":"Australian First Nations Sand Map","year":2017,"lang":"en","type":"other","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Event (particle physics); Citizen journalism; Tourism; Choir; Singing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05916576751455308,"gpt":0.265408767875891,"spread":0.2062430003613379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000728293,0.0004477745,0.0002657028,0.002030074,0.004468645,0.003535303,0.0008169023,0.001131048,0.1994663],"category_scores_gemma":[0.002633912,0.0003769957,0.0002572104,0.003715018,0.0006043743,0.001863783,0.002428829,0.001415065,0.04591642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004886129,"about_ca_system_score_gemma":0.009674021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3014448,"about_ca_topic_score_gemma":0.4330928,"domain_scores_codex":[0.9992009,0.00009770377,0.00002439405,0.00005734491,0.0004400082,0.000179671],"domain_scores_gemma":[0.9986159,0.00008004277,0.0000469728,0.0001429151,0.000817477,0.0002966347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002895112,0.00002647775,0.0007008601,0.000214298,0.00000291842,0.0002207352,0.002432706,0.00006858747,0.0002241046,0.01675595,0.9222988,0.05702567],"study_design_scores_gemma":[6.111237e-7,0.000002296732,0.001897692,0.00003699272,5.448645e-7,0.00003512975,0.0004827036,0.00002332354,0.00003441018,0.0002956373,0.9971877,0.000002901952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002688988,0.001238068,0.0004285598,0.002670738,0.0007460229,0.0001161337,0.006623514,0.0002657073,0.9852224],"genre_scores_gemma":[0.01317832,0.001119277,0.001063448,0.0004727693,0.00004880816,0.0001029233,0.002709538,0.0002263613,0.9810785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3014448,"threshold_uncertainty_score":0.6672813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7005581996","doi":"","title":"Research on heritage language development and maintenance of Korean","year":2019,"lang":"en","type":"other","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; Gestational period; Dysgeusia; Pretext; Liquation; Proteogenomics; Hemopericardium","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1765045827606836,"gpt":0.4261601998483124,"spread":0.2496556170876287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002102397,0.0002306716,0.0003027742,0.001582995,0.001928142,0.002892807,0.0007010802,0.0003498328,0.004156712],"category_scores_gemma":[0.003861378,0.0002002157,0.0001628002,0.00286316,0.003412685,0.00423256,0.002678989,0.0009591376,0.0002790183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003057947,"about_ca_system_score_gemma":0.004463201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02596566,"about_ca_topic_score_gemma":0.05357793,"domain_scores_codex":[0.998884,0.0004058045,0.00008324476,0.000145743,0.0002833834,0.0001978079],"domain_scores_gemma":[0.9973885,0.001219722,0.0005932558,0.0001352902,0.000372257,0.0002909479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000602195,0.0001193662,0.07045095,0.002358765,0.00003183026,0.001343545,0.5452191,0.0001536164,0.001940152,0.07971313,0.002176998,0.2964323],"study_design_scores_gemma":[0.00000581146,0.0001274899,0.2324426,0.00326706,0.00003558749,0.00150073,0.5883709,0.0001184657,0.001370983,0.004675742,0.1680468,0.00003776844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7981624,0.05300155,0.0009312069,0.004262945,0.0001544511,0.00004006379,0.00008958399,0.00001191067,0.143346],"genre_scores_gemma":[0.9568152,0.03322448,0.0006374394,0.0003645768,0.00002802013,0.000025635,0.00006812182,0.000009287588,0.008827258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596566,"threshold_uncertainty_score":0.05162907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991354195","doi":"","title":"Future Souths: Aesthetics and Dialogues of the Global Souths","year":2021,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Global South; Disadvantaged; Globalization; Situated; Geopolitics; Placemaking; Inequality; Global city; Decoloniality; South asia; Exoticism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04515137790936968,"gpt":0.2553234594762752,"spread":0.2101720815669055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003682132,0.0009039812,0.0005203476,0.001695741,0.01434478,0.01398045,0.001017531,0.00232193,0.01215514],"category_scores_gemma":[0.00311242,0.0004355255,0.0006059637,0.002396572,0.02840459,0.01082159,0.01023246,0.006018975,0.001002125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00741983,"about_ca_system_score_gemma":0.004720361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007741429,"about_ca_topic_score_gemma":0.01603478,"domain_scores_codex":[0.9970027,0.002076461,0.00005098313,0.0001898117,0.0002950834,0.0003849201],"domain_scores_gemma":[0.998898,0.0004793699,0.00009479209,0.0001768912,0.0001231457,0.0002278133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002526665,0.000008773705,0.0003784307,0.0001027663,0.000004944316,0.0003083721,0.2611091,0.000124127,0.0002207828,0.7168548,0.01363635,0.007226255],"study_design_scores_gemma":[0.000009172075,0.00001240317,0.0006223309,0.0003091912,0.000007778287,0.0002782083,0.2772565,0.0001414546,0.000106087,0.127311,0.5939338,0.00001201633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06132381,0.0125799,0.004973165,0.04917697,0.002014139,0.00003973102,0.00006400455,0.000112197,0.869716],"genre_scores_gemma":[0.8970151,0.005254952,0.001970822,0.003163002,0.0003540955,0.00009644734,0.00004760936,0.0003446433,0.09175334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01434478,"threshold_uncertainty_score":0.05383486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027825128","doi":"","title":"Demographic Characteristics of Multigenerational Households in Australia, with Special Reference to Metropolitan Sydney and Brisbane","year":2016,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metropolitan area; Population; Census; Quarter (Canadian coin); Ethnic group","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1476682389700198,"gpt":0.3137803450905999,"spread":0.1661121061205801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635017,0.0001989832,0.0001678016,0.001329566,0.0006871927,0.0003751808,0.0003606774,0.0002540958,0.003573584],"category_scores_gemma":[0.001078518,0.0002647329,0.0002898092,0.001854924,0.0002249906,0.0005437451,0.0008027182,0.0003882078,0.0008917944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085043,"about_ca_system_score_gemma":0.0006792946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2245118,"about_ca_topic_score_gemma":0.3377708,"domain_scores_codex":[0.9997898,0.00004409005,0.00003380189,0.00003875583,0.00004016926,0.00005332557],"domain_scores_gemma":[0.9994018,0.0000561469,0.0002095246,0.00002671054,0.0001426428,0.000163213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009370141,0.0000953899,0.975448,0.00008547834,0.0000546086,0.0002279931,0.007271339,0.0005699765,0.0005552856,0.0003224817,0.003737265,0.01153841],"study_design_scores_gemma":[8.957513e-7,0.00001873551,0.9970033,0.000009836802,0.000003477915,0.00007084214,0.001848336,0.0001770608,0.00001554464,0.00002503435,0.000822752,0.000004121214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941328,0.0001856944,0.0001346842,0.0001009739,0.000005635325,0.00004113076,0.003847057,0.000007722464,0.001544294],"genre_scores_gemma":[0.990146,0.0005212392,0.0003210668,0.00006378374,0.000007922182,0.000170722,0.003128887,0.000006610891,0.005633791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2245118,"threshold_uncertainty_score":0.44641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7076050784","doi":"10.26190/unsworks/31485","title":"A Culture Justification and the Queensland Human Rights Act: Evaluation and Future Prospects","year":2025,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Government","keywords":"Commonwealth; Constitutionalism; Human rights; Principle of legality; Parliament; Legislation; Charter; Legislature; Constitution","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02680176270275465,"gpt":0.2554087602125143,"spread":0.2286069975097597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04049844,0.000514438,0.0007339581,0.00493153,0.004225436,0.01177766,0.002402087,0.004192792,0.01421285],"category_scores_gemma":[0.05454018,0.0003729624,0.0009465366,0.006808966,0.01237415,0.01067366,0.006988815,0.003848972,0.0007541911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03740805,"about_ca_system_score_gemma":0.07676132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1482708,"about_ca_topic_score_gemma":0.1342295,"domain_scores_codex":[0.9597449,0.02160048,0.0009228485,0.0009303101,0.01330244,0.003499047],"domain_scores_gemma":[0.9454381,0.02953508,0.003644889,0.001257324,0.01541157,0.004712914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002621086,0.001169833,0.0262383,0.002817093,0.00008382924,0.0004814627,0.01597001,0.0009444687,0.0003399183,0.5767328,0.05666605,0.3182941],"study_design_scores_gemma":[0.0004594433,0.002302935,0.1693229,0.02090737,0.0003227336,0.0005819801,0.1591907,0.004636745,0.0008230389,0.1487989,0.4923332,0.0003200607],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.117688,0.1277028,0.001943857,0.5514961,0.00385198,0.0007566178,0.0004145522,0.0000692469,0.1960769],"genre_scores_gemma":[0.8228296,0.0912179,0.004479986,0.04604933,0.001335148,0.0007055287,0.0002673522,0.0000602494,0.03305492],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1482708,"threshold_uncertainty_score":0.2948156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037705693","doi":"","title":"\"The Empire Strikes Back\": Anzacs and the Easter Rising 1916","year":2020,"lang":"en","type":"other","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Empire; British Empire; Government (linguistics); Kingdom","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02376183244870993,"gpt":0.2137281062537587,"spread":0.1899662738050488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009257955,0.0003293844,0.0002999991,0.0006942138,0.01259134,0.005386708,0.0005456424,0.00350873,0.0297812],"category_scores_gemma":[0.002467839,0.0002576004,0.0002257331,0.001504787,0.006860626,0.003519918,0.002662861,0.005740076,0.004077615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01190349,"about_ca_system_score_gemma":0.006190871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2832156,"about_ca_topic_score_gemma":0.5349553,"domain_scores_codex":[0.9990588,0.0001788091,0.00002353433,0.0000857631,0.0002816162,0.0003713479],"domain_scores_gemma":[0.9997116,0.00007797367,0.00003171265,0.00002281044,0.00008243447,0.0000734174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002937841,0.00001275516,0.0007957302,0.00006115225,0.000003434348,0.0004239735,0.03780491,0.00008124506,0.000128062,0.690613,0.2533407,0.0167056],"study_design_scores_gemma":[0.000002698925,0.000003534911,0.001458182,0.00007183335,0.000001203913,0.00004591186,0.006033628,0.00001681041,0.00002982921,0.006171407,0.9861585,0.000006345811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01849296,0.006877573,0.0001466946,0.07111994,0.001895817,0.00001395837,0.0001168569,0.00002458284,0.9013116],"genre_scores_gemma":[0.1441904,0.004183509,0.000150181,0.01836035,0.000498015,0.000018412,0.00005509807,0.00006235021,0.8324816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2832156,"threshold_uncertainty_score":0.5631342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027559600","doi":"","title":"Competitive Neutrality and the Challenge of Social Enterprise","year":2018,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neutrality; Salience (neuroscience); Legislation; Competition (biology); Politics; Baseline (sea); Conceptual framework; Competitive advantage; Public policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03968341830839274,"gpt":0.2268177475031573,"spread":0.1871343291947646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02514483,0.0005202316,0.0006484038,0.001710063,0.009211759,0.01515993,0.001956404,0.006938662,0.004011028],"category_scores_gemma":[0.01959169,0.0003460587,0.000967804,0.001286987,0.07461894,0.01271899,0.01111065,0.007173954,0.0004891257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01391288,"about_ca_system_score_gemma":0.01303245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006225976,"about_ca_topic_score_gemma":0.004771983,"domain_scores_codex":[0.9725835,0.01626772,0.0005536238,0.002144773,0.006020825,0.002429507],"domain_scores_gemma":[0.9815595,0.01141414,0.001380838,0.001609509,0.002709777,0.001326239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001477578,0.000002536493,0.00004464024,0.000005861353,0.000001528668,0.0000141488,0.0005614214,0.000102667,0.00002405844,0.9982921,0.0002167531,0.0007327443],"study_design_scores_gemma":[0.000005230488,0.00001356896,0.0001205083,0.00003723295,0.000002546111,0.00003050324,0.001224896,0.0004459831,0.00009601253,0.9796021,0.01841218,0.000009217786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08635968,0.002301147,0.06055125,0.1283837,0.0005101875,0.0001530377,0.0000486625,0.00005582434,0.7216365],"genre_scores_gemma":[0.9806299,0.0006010294,0.005069394,0.004741683,0.0002456818,0.0001399115,0.00001334031,0.00002895191,0.008530143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02514483,"threshold_uncertainty_score":0.1329802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6997488471","doi":"","title":"What have we learned? Lessons from Wrongful Convictions in Canada","year":2017,"lang":"en","type":"other","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Perspective (graphical); Legislation; Work (physics); Action (physics); Blame; Liability; Focus (optics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06598328743680104,"gpt":0.2528096518553791,"spread":0.186826364418578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0157865,0.0004603768,0.0009230113,0.002519496,0.04928872,0.02259869,0.005689591,0.009191948,0.01760482],"category_scores_gemma":[0.07216614,0.0007619359,0.0007594849,0.005102681,0.01871824,0.006631061,0.008464179,0.02413383,0.001190214],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1863591,"about_ca_system_score_gemma":0.4764863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951563,"about_ca_topic_score_gemma":0.9975795,"domain_scores_codex":[0.9802372,0.002650803,0.00051532,0.001271726,0.006413628,0.008911327],"domain_scores_gemma":[0.9156101,0.01730455,0.00245865,0.001871918,0.0351251,0.02762966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001347283,0.000226756,0.0291305,0.0002795432,0.0001002919,0.002294842,0.1614714,0.0009076928,0.0001682548,0.1772045,0.5189239,0.1091576],"study_design_scores_gemma":[0.00007086027,0.00005270953,0.03525934,0.001722138,0.00008542305,0.0003752701,0.3910415,0.0008957699,0.0003510859,0.0353667,0.5344971,0.0002821299],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1201875,0.005866379,0.0009282876,0.6872282,0.002567308,0.0001480125,0.0006796931,0.0000895952,0.1823051],"genre_scores_gemma":[0.8287815,0.006833793,0.0009101601,0.08514477,0.0003886457,0.00009360546,0.0003388654,0.0002428731,0.0772657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1863591,"threshold_uncertainty_score":0.9437081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7001270164","doi":"","title":"It's our country: Indigenous arguments for meaningful constitutional recognition and reform","year":2016,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Civilization; Accommodation; Constitutional law; Indigenous rights; Constitution","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06821326846315172,"gpt":0.2920654883622559,"spread":0.2238522198991041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01771425,0.0002288555,0.0005094121,0.0009208921,0.01328446,0.009743048,0.001789939,0.01159112,0.005661728],"category_scores_gemma":[0.02495225,0.0002867507,0.0006391318,0.0008215805,0.0432263,0.01011134,0.006130182,0.01711731,0.0004719707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01276162,"about_ca_system_score_gemma":0.02445029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07477798,"about_ca_topic_score_gemma":0.06758969,"domain_scores_codex":[0.9884248,0.006187093,0.0002509241,0.000851715,0.002107044,0.002178379],"domain_scores_gemma":[0.9893174,0.006443386,0.0006389806,0.000815034,0.00149937,0.001285878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004557704,0.000009257627,0.00006730884,0.00001419786,0.000001800316,0.00004189933,0.004111405,0.00004885548,0.00003499494,0.9906441,0.003675175,0.00134643],"study_design_scores_gemma":[0.0000453818,0.00003577828,0.001474941,0.0004633617,0.00002714623,0.00009281075,0.01354989,0.0007100062,0.0003031202,0.7155054,0.2677481,0.0000440873],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04121428,0.008477779,0.00556752,0.5302501,0.001635232,0.00006631716,0.00003392441,0.00003850076,0.4127164],"genre_scores_gemma":[0.8799778,0.002495875,0.002677724,0.07584509,0.00112561,0.0001146211,0.00001917956,0.00004111596,0.03770309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07477798,"threshold_uncertainty_score":0.1486854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927281276","doi":"10.26190/unsworks/25737","title":"Review of international 'best practice' cited in the NSW Green Paper on planning reforms","year":2012,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Green paper; Government (linguistics); Quality (philosophy); Sustainability","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1493881891274585,"gpt":0.3040916095834674,"spread":0.1547034204560089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03407692,0.001093823,0.001649751,0.01211677,0.00290847,0.01237546,0.004889427,0.006255557,0.02448072],"category_scores_gemma":[0.1022333,0.001016575,0.001129477,0.02591075,0.008865458,0.008338495,0.008747939,0.009594126,0.006666569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0259624,"about_ca_system_score_gemma":0.06582224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05815098,"about_ca_topic_score_gemma":0.07543086,"domain_scores_codex":[0.9712205,0.01108912,0.002160657,0.00218653,0.01155382,0.001789402],"domain_scores_gemma":[0.9237301,0.04375593,0.004372109,0.005330552,0.01985255,0.002958732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000028405,0.00007500863,0.0004477609,0.008584488,0.00003454622,0.0001807783,0.003550194,0.0006955306,0.0001426629,0.1131907,0.5006126,0.3724574],"study_design_scores_gemma":[0.000004481871,0.00001570572,0.0008765049,0.01922054,0.00001346709,0.00006383227,0.001167885,0.00008336653,0.0001132607,0.004323044,0.9740979,0.00002001808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001812264,0.4994346,0.005064192,0.2495276,0.02538276,0.0001950481,0.0008390157,0.0002192329,0.2175253],"genre_scores_gemma":[0.06287473,0.7453022,0.01647305,0.1042187,0.007207318,0.0004119338,0.001513741,0.0008303641,0.06116801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05815098,"threshold_uncertainty_score":0.1883713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018125854","doi":"","title":"Data sharing in multi-site, multi-country trials","year":2017,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Data sharing; Data governance; Information governance; Research ethics; Pooling; Information privacy; Health care; Legislation; Data Protection Act 1998","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.854798619204252,"gpt":0.5724354390532724,"spread":0.2823631801509796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7056009,0.002135093,0.008237699,0.006159714,0.007764348,0.01236313,0.006506941,0.01060512,0.008330707],"category_scores_gemma":[0.7213885,0.003603723,0.008073218,0.009786542,0.01518806,0.01524765,0.01320252,0.008950821,0.001542955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01334639,"about_ca_system_score_gemma":0.03830623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048593,"about_ca_topic_score_gemma":0.006103191,"domain_scores_codex":[0.07875717,0.8795974,0.02504595,0.006929348,0.007640131,0.002030041],"domain_scores_gemma":[0.09952409,0.6991395,0.08113992,0.08564232,0.02539129,0.009162937],"domain_codex":"methods","domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.1072875,0.009765306,0.1028222,0.1634078,0.07915848,0.004743023,0.05846944,0.01692439,0.002429117,0.08399814,0.04018262,0.330812],"study_design_scores_gemma":[0.1071418,0.07859693,0.0918962,0.2020593,0.02802328,0.004465708,0.04195966,0.02542854,0.005082387,0.2456235,0.1678812,0.001841651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.2396588,0.08460759,0.176505,0.07388452,0.01305847,0.3718249,0.006942376,0.001017571,0.03250096],"genre_scores_gemma":[0.5367805,0.004796886,0.1660011,0.009730262,0.001991195,0.2787255,0.001107882,0.0001870378,0.0006795659],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9934931,"threshold_uncertainty_score":0.3630465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7014727726","doi":"","title":"Progressing Gender Inclusion in the ADF","year":2021,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Filter (signal processing); Work (physics); Point (geometry); Nucleofection; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1196375386769883,"gpt":0.3151916097673294,"spread":0.195554071090341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04964352,0.001070495,0.001007483,0.01423462,0.006997719,0.008652333,0.002563648,0.002009504,0.00637287],"category_scores_gemma":[0.07522036,0.0004984972,0.001326316,0.006874021,0.007767975,0.01247478,0.01463455,0.003676704,0.001351508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01061209,"about_ca_system_score_gemma":0.02127403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273605,"about_ca_topic_score_gemma":0.01675274,"domain_scores_codex":[0.9714894,0.01113397,0.003285342,0.00150053,0.009666595,0.002924137],"domain_scores_gemma":[0.9407277,0.02144372,0.008182432,0.002938756,0.02346004,0.003247309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001746746,0.0003155533,0.1252246,0.002475668,0.00005475595,0.000577899,0.2136361,0.0009423193,0.001136037,0.2007917,0.01761163,0.4370592],"study_design_scores_gemma":[0.00002950306,0.0004087672,0.1455644,0.008274304,0.00008068077,0.0009019258,0.2930975,0.002015671,0.002178272,0.1217082,0.425471,0.0002697345],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4378472,0.009348706,0.1380008,0.03128435,0.003376535,0.007035966,0.006444631,0.0005571228,0.3661047],"genre_scores_gemma":[0.8436053,0.003025029,0.1298453,0.00199368,0.0003661243,0.006740171,0.002835385,0.0001731475,0.01141592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04964352,"threshold_uncertainty_score":0.2625432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056937100","doi":"","title":"Indigenous Peoples' Major Group: SDG 11 – Make cities and human settlements inclusive [Statement]","year":2018,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Human settlement; Indigenous; Sustainable development; Sustainability; Custodians; Sanitation; Sustainable community","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02431840901390159,"gpt":0.2700569409598928,"spread":0.2457385319459912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003278463,0.0007198132,0.0004556681,0.0004671915,0.006143892,0.003476365,0.001961125,0.01395515,0.01677017],"category_scores_gemma":[0.005306937,0.0004883131,0.000547722,0.0003749513,0.001699828,0.002788335,0.004596356,0.01213531,0.006008717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003002413,"about_ca_system_score_gemma":0.02605043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08712652,"about_ca_topic_score_gemma":0.1076343,"domain_scores_codex":[0.9972034,0.0002632055,0.0001294335,0.0002497042,0.0009275302,0.001226735],"domain_scores_gemma":[0.9962687,0.0004397735,0.0002183022,0.0001009995,0.001130247,0.001841915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000153118,0.00004764377,0.0005002208,0.0001839742,0.000004955385,0.0003154858,0.002185277,0.00005063157,0.000527162,0.006916919,0.9779356,0.01131679],"study_design_scores_gemma":[0.000008733295,0.00002488409,0.002083506,0.0001221475,0.000004951522,0.0000663313,0.001645696,0.00003912129,0.0001910514,0.0006763012,0.9951131,0.00002418156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009700062,0.004763263,0.001408924,0.6638577,0.05264004,0.0009046079,0.001556523,0.0005580778,0.2646109],"genre_scores_gemma":[0.03380585,0.002852357,0.002345072,0.4408592,0.006756965,0.0009608795,0.001097666,0.0001943507,0.5111277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08712652,"threshold_uncertainty_score":0.1732388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6945944119","doi":"10.26190/unsworks/30079","title":"Improving the Uptake of Evidence-based Therapy in Chronic Kidney Disease and Diabetes","year":2024,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Health and Medical Research Council; Australian Government","keywords":"Kidney disease; Generalizability theory; Diabetes mellitus; Population; Disease; Cohort; Incidence (geometry); Clinical trial","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07037802228231729,"gpt":0.2778739917050654,"spread":0.2074959694227481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03899277,0.0003888087,0.002889742,0.005300402,0.001369371,0.009121676,0.002666825,0.00260612,0.006739756],"category_scores_gemma":[0.1888718,0.0006179355,0.002230007,0.007715382,0.001807457,0.004320418,0.004653248,0.004726312,0.0005408025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01733577,"about_ca_system_score_gemma":0.05019492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2235091,"about_ca_topic_score_gemma":0.28412,"domain_scores_codex":[0.9487512,0.02063962,0.01017433,0.002123621,0.01613209,0.002179012],"domain_scores_gemma":[0.8403224,0.0957085,0.01454758,0.002669305,0.04073443,0.006017781],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005941616,0.0001528651,0.0225046,0.1060856,0.003294674,0.0002681756,0.002710439,0.0006455649,0.0002392667,0.01334533,0.04781985,0.8023394],"study_design_scores_gemma":[0.0009341856,0.0004290986,0.0989724,0.4293537,0.006302654,0.0005999841,0.003709684,0.001104287,0.0004416254,0.0145747,0.4433782,0.0001995319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01221943,0.850757,0.001354127,0.1042358,0.001799637,0.0002913644,0.002333399,0.00005629217,0.02695291],"genre_scores_gemma":[0.2903879,0.6565778,0.006397883,0.04066051,0.002271907,0.0004233098,0.001753388,0.0000654632,0.001461773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9610072,"threshold_uncertainty_score":0.4444163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7005402027","doi":"","title":"The Politics of Citizenship in Immigrant Democracies: The Experience of the United States, Canada and Australia","year":2015,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citizenship; Politics; Immigration; Government (linguistics); Ethnic group","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04218497760730467,"gpt":0.2157617914177724,"spread":0.1735768138104678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002244549,0.000284964,0.0006620318,0.001084923,0.04174393,0.009030127,0.001401996,0.002684693,0.005816981],"category_scores_gemma":[0.003963155,0.0003044565,0.0003212662,0.003141725,0.01446212,0.002336601,0.007800639,0.005533593,0.0002812886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04398173,"about_ca_system_score_gemma":0.0810926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763986,"about_ca_topic_score_gemma":0.9916757,"domain_scores_codex":[0.9963069,0.0008287917,0.00004367585,0.0001208432,0.0004370671,0.002262707],"domain_scores_gemma":[0.9948353,0.0008147162,0.0002768955,0.00007144913,0.0007409888,0.003260721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006030903,0.00007133027,0.02217145,0.00004580772,0.00001481172,0.0008148516,0.9469187,0.0000673527,0.000167917,0.01047458,0.007369467,0.01182351],"study_design_scores_gemma":[0.000004261267,0.00001439689,0.01884146,0.00007503149,0.000006403542,0.00009827457,0.951045,0.00004095366,0.00003643404,0.0003931171,0.02942521,0.00001947208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371476,0.001917398,0.00006569791,0.02121446,0.0001447596,0.00002398973,0.00007214094,0.000008097903,0.03940582],"genre_scores_gemma":[0.9880437,0.001001673,0.00004414339,0.001804225,0.0000151283,0.00001082862,0.00002530285,0.000009976345,0.009045011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04398173,"threshold_uncertainty_score":0.3191113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908355009","doi":"10.26190/unsworks/27739","title":"Canagliflozin Reduces Cardiovascular and Renal Events in Patients With Type 2 Diabetes and Chronic Kidney Disease Regardless of Baseline HbA1c, Including Those With HbA1c < 7%: Results From the CREDENCE Trial","year":2019,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Akebia Therapeutics; HLS Therapeutics; Servier; Relypsa; Astellas Pharma; Novo Nordisk; NxStage; Innovent Biologics; Amarin Corporation; Alnylam Pharmaceuticals; Janssen Pharmaceuticals; Gilead Sciences; Daiichi Sankyo Europe; Kowa Company; Sanofi; GlaxoSmithKline; Amgen; Pfizer; Celgene; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Ironwood Pharmaceuticals, Incorporated","keywords":"Canagliflozin; Type 2 diabetes; Kidney disease; Credence; Diabetes mellitus; Baseline (sea); Type 2 Diabetes Mellitus","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02758369359214911,"gpt":0.2229293996957503,"spread":0.1953457061036012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001405507,0.0007202884,0.001841329,0.0003408847,0.000251,0.001156553,0.0004573475,0.001047741,0.003303651],"category_scores_gemma":[0.00216836,0.0002979244,0.001891784,0.000400285,0.0006872225,0.001106031,0.0003687917,0.002092024,0.0005133394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229384,"about_ca_system_score_gemma":0.000550846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00179617,"about_ca_topic_score_gemma":0.004195885,"domain_scores_codex":[0.9996334,0.0001579719,0.00002353699,0.00004978174,0.00005883589,0.0000763431],"domain_scores_gemma":[0.9993156,0.0002125054,0.0001513439,0.00008034888,0.00003391049,0.000206335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8998592,0.006028226,0.01029009,0.001144082,0.003852243,0.000143162,0.00009302377,0.0008164633,0.001147193,0.0003881989,0.00694531,0.06929281],"study_design_scores_gemma":[0.876072,0.0469803,0.06532726,0.0002194048,0.004352587,0.0001938219,0.0001423568,0.001515534,0.0003828174,0.0008265912,0.003930519,0.00005667662],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766039,0.01096622,0.0002116085,0.001940596,0.0007280143,0.0002521221,0.0008748707,0.0001063139,0.008316341],"genre_scores_gemma":[0.9901065,0.003425522,0.0003363003,0.001790505,0.0007471559,0.0001402037,0.001160298,0.00001157816,0.002281978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003303651,"threshold_uncertainty_score":0.01105177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7078726915","doi":"10.26190/unsworks/31553","title":"Neglect among Adults with Disability and Older People in New South Wales","year":2025,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neglect; Older people; Quarter (Canadian coin); Qualitative research; Commission; Elder abuse; Qualitative analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02697703238531134,"gpt":0.22948473689575,"spread":0.2025077045104386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423917,0.0001643643,0.0002254445,0.002203789,0.001634867,0.001424938,0.0004070579,0.0006326383,0.001982235],"category_scores_gemma":[0.005341546,0.0003350152,0.0002641159,0.002797383,0.0008481136,0.001112501,0.002876515,0.0006660996,0.0003219454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003232661,"about_ca_system_score_gemma":0.006927696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.374383,"about_ca_topic_score_gemma":0.6055502,"domain_scores_codex":[0.9987428,0.0003199624,0.0002490304,0.00005629914,0.0004493615,0.0001825979],"domain_scores_gemma":[0.9967456,0.0006854468,0.001231991,0.00009496455,0.0008139401,0.0004281059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037819,0.0001151482,0.6483144,0.002885534,0.00008515001,0.008188454,0.2222819,0.0001568015,0.0009559595,0.001002833,0.02025216,0.09565786],"study_design_scores_gemma":[0.000004464172,0.0001063119,0.8466225,0.001339808,0.00001887377,0.001895901,0.1319594,0.00005356038,0.0001018441,0.0001257164,0.01774825,0.00002343527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9721612,0.007768244,0.00008406824,0.005077865,0.0001121078,0.000183182,0.00114696,0.000007235419,0.01345914],"genre_scores_gemma":[0.9577394,0.02592746,0.0004130343,0.00234618,0.00008746801,0.0003748072,0.001025682,0.0000076057,0.01207842],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.374383,"threshold_uncertainty_score":0.7444077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976669770","doi":"10.26190/unsworks/25911","title":"Outcomes of the Inner City Youth at Risk Project July 2010 - June 2012","year":2013,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Disadvantaged; General partnership; Government (linguistics); Mainstream; Mental health; Voucher; Quarter (Canadian coin); Economic growth; Political science; Business; Public relations; Medicine; Public administration; Geography; Finance; Psychiatry; Economics","authors":[{"name":"Christine A. Eastman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1086228890142261,"gpt":0.3347222368293201,"spread":0.226099347815094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002733987,0.0008012368,0.0009973415,0.002269976,0.003323325,0.00215436,0.001551149,0.001125406,0.00336047],"category_scores_gemma":[0.005051337,0.0006587683,0.001009123,0.002403293,0.0006124434,0.001473981,0.005986374,0.001920453,0.001944061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005059309,"about_ca_system_score_gemma":0.006473642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3541215,"about_ca_topic_score_gemma":0.51925,"domain_scores_codex":[0.9979782,0.0003697577,0.0001658242,0.0001261909,0.0005370199,0.000823017],"domain_scores_gemma":[0.9942408,0.0001363828,0.000848627,0.0001575745,0.002494148,0.002122491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001104096,0.001470483,0.9280417,0.0001317629,0.0001422607,0.000328059,0.003927947,0.0004171601,0.00008650694,0.0001583477,0.04671523,0.01747635],"study_design_scores_gemma":[0.00002120504,0.000185997,0.9947969,0.00003423751,0.00003627695,0.00005130795,0.002470447,0.00005843191,0.00006773115,0.00002059708,0.002241331,0.00001553775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334173,0.0002853291,0.0001668302,0.001419656,0.0001078305,0.0005411824,0.05266941,0.00009470571,0.01129776],"genre_scores_gemma":[0.9137267,0.0004985461,0.000326992,0.0005259462,0.00008162372,0.00130995,0.06381219,0.00007028719,0.01964774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3541215,"threshold_uncertainty_score":0.7041205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889649380","doi":"10.26190/unsworks/28694","title":"Understanding Economic and Financial Abuse in First Nations Communities","year":2021,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Perspective (graphical); Financial crisis; Poverty","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2162529365309186,"gpt":0.2837190641177869,"spread":0.06746612758686826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001513833,0.0002601768,0.0001896923,0.001140556,0.003353779,0.002854705,0.0005510763,0.001405542,0.01200167],"category_scores_gemma":[0.004154675,0.0002232286,0.0001920165,0.002298795,0.0009764647,0.00323044,0.002779546,0.00219484,0.000771442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005290001,"about_ca_system_score_gemma":0.0101084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3918436,"about_ca_topic_score_gemma":0.6180174,"domain_scores_codex":[0.9992505,0.0002618826,0.00001398882,0.00002160173,0.000153295,0.0002988199],"domain_scores_gemma":[0.9975452,0.0008151343,0.0001603877,0.0000767441,0.0006958201,0.0007066847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001027064,0.0004634144,0.1209707,0.0004635091,0.00003986804,0.001258401,0.09677941,0.001324345,0.0002368314,0.1092625,0.5107616,0.1583367],"study_design_scores_gemma":[0.00001230075,0.00004712636,0.3265206,0.001105202,0.00002808569,0.0003247417,0.3026732,0.001116647,0.0003807334,0.01559797,0.3521445,0.00004892502],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2857982,0.008119651,0.000837248,0.06225906,0.0005182184,0.0002977529,0.006379651,0.00004671286,0.6357435],"genre_scores_gemma":[0.6967617,0.02154253,0.001858898,0.008815547,0.0002112541,0.0009420394,0.005597537,0.00007256397,0.2641979],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3918436,"threshold_uncertainty_score":0.7791256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7015557830","doi":"","title":"Submission to the Select Committee on the High Level of First Nations People in Custody and Oversight and Review of Deaths in Custody","year":2020,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Select committee; Government (linguistics); Legislation; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.086405894762821,"gpt":0.2899279618241968,"spread":0.2035220670613758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09679237,0.001245021,0.002560667,0.005673528,0.008384917,0.01185673,0.004021023,0.0202126,0.02523272],"category_scores_gemma":[0.136023,0.001586849,0.002855039,0.002981856,0.004498561,0.002971003,0.004874532,0.009861754,0.01391293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005741439,"about_ca_system_score_gemma":0.06917211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01943124,"about_ca_topic_score_gemma":0.04331523,"domain_scores_codex":[0.957872,0.0108317,0.009689291,0.002224591,0.0145663,0.004816234],"domain_scores_gemma":[0.6737522,0.06301881,0.01882252,0.01459952,0.1865758,0.04323117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007242791,0.00005738679,0.001316352,0.0005456627,0.0000300643,0.00027173,0.0004549839,0.00005885524,0.0006224737,0.00132956,0.9802414,0.01499905],"study_design_scores_gemma":[0.0001045213,0.0001064109,0.01136764,0.002056021,0.00006170729,0.0001938227,0.001670018,0.0001708838,0.0005083708,0.00118003,0.9824923,0.0000882215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0116085,0.01069715,0.01245634,0.5113849,0.2993563,0.02532796,0.005740556,0.001150412,0.122278],"genre_scores_gemma":[0.04682144,0.01453785,0.02744504,0.2952323,0.1765713,0.02490431,0.01114366,0.001793427,0.4015506],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09679237,"threshold_uncertainty_score":0.5118931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7103184883","doi":"10.26190/unsworks/31735","title":"Untransmittable scepticism and stigma: understanding gay and bisexual men’s perspectives towards sexual partners living with HIV","year":2025,"lang":"","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Casual; Human immunodeficiency virus (HIV); Skepticism; Misinformation; Qualitative research; Stigma (botany); Condom; Psychological intervention; Sexual behavior","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09286261257532877,"gpt":0.3317969742408184,"spread":0.2389343616654896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009270593,0.0005473373,0.0004339648,0.00138009,0.007419901,0.005888436,0.001344857,0.001805945,0.002311563],"category_scores_gemma":[0.01004312,0.0006263987,0.0005267597,0.000912057,0.0153249,0.00634031,0.008277131,0.004117288,0.0001941454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004633396,"about_ca_system_score_gemma":0.005629665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202349,"about_ca_topic_score_gemma":0.03057372,"domain_scores_codex":[0.9938507,0.004746714,0.0001344477,0.0001855373,0.0004921351,0.0005903582],"domain_scores_gemma":[0.9935688,0.003818233,0.0008440449,0.0001529701,0.0004133163,0.001202615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008573298,0.000008257213,0.003258543,0.0000547142,0.000003954037,0.0002244885,0.993728,0.00001395682,0.0001018295,0.000971771,0.0001614538,0.001464412],"study_design_scores_gemma":[0.000001086392,0.00001313612,0.001808978,0.0001145444,0.000002537927,0.0001644471,0.9958116,0.00002786011,0.00003193747,0.0003792548,0.001639357,0.000005252391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851976,0.001829874,0.0004585687,0.00596231,0.00008643972,0.00004087244,0.00002722276,0.000005227643,0.006391953],"genre_scores_gemma":[0.9972971,0.001031168,0.0001690348,0.0006966349,0.00001836761,0.0000252247,0.00001359912,0.000004189861,0.0007447135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02202349,"threshold_uncertainty_score":0.04902816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927243060","doi":"10.26190/unsworks/30536","title":"Stigma and patient work: the challenges of accessing healthcare and HIV services amongst young and geographically diverse gay and bisexual men in New South Wales","year":2024,"lang":"en","type":"article","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Health and Medical Research Council; McGill University; Medical Research Council; Gilead Sciences","keywords":"Stigma (botany); Human immunodeficiency virus (HIV); Qualitative research; Sexual orientation; Health care; Reproductive health; Qualitative property; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07570647751261322,"gpt":0.3125651617782073,"spread":0.236858684265594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006493795,0.0002989791,0.0005753888,0.0007377066,0.00890799,0.004377221,0.001206686,0.001490019,0.00313662],"category_scores_gemma":[0.008289536,0.0006205178,0.0004336073,0.0008900537,0.007387441,0.002946609,0.008739384,0.002704218,0.0002841181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005610489,"about_ca_system_score_gemma":0.01043801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0454586,"about_ca_topic_score_gemma":0.0875255,"domain_scores_codex":[0.9935942,0.004411785,0.0002616828,0.0002258824,0.0005933199,0.0009131189],"domain_scores_gemma":[0.9934457,0.002783389,0.001136552,0.0001987802,0.0004553581,0.001980198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003617613,0.00003622564,0.02626333,0.0002772407,0.00001532654,0.002306255,0.9600118,0.00003102686,0.0002657432,0.0008107054,0.001296523,0.008649652],"study_design_scores_gemma":[0.000001950257,0.00004614296,0.0123223,0.0002348749,0.000004939252,0.0008254685,0.9831186,0.00003190284,0.00003118195,0.0002009988,0.00316925,0.00001237025],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990276,0.001464129,0.0001563638,0.005274449,0.00006634001,0.0000457648,0.00003364046,0.000004504822,0.002678751],"genre_scores_gemma":[0.9963484,0.001213312,0.0001884639,0.001274511,0.00002243134,0.00004168604,0.00001763371,0.000004969626,0.00088849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0454586,"threshold_uncertainty_score":0.090388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946120450","doi":"10.26190/unsworks/28546","title":"Supply Chain Cyber Uplift","year":2022,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Deliverable; Supply chain; Context (archaeology); Work (physics); Critical infrastructure","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04358867800556441,"gpt":0.2382123196818807,"spread":0.1946236416763163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003099918,0.000583608,0.0002555592,0.003488994,0.001714243,0.005460313,0.0007761828,0.0009908089,0.0666546],"category_scores_gemma":[0.006455958,0.0004996932,0.0004429712,0.006052738,0.0005059718,0.003392338,0.003880051,0.001672977,0.01971189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005525841,"about_ca_system_score_gemma":0.01531466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02726079,"about_ca_topic_score_gemma":0.02876799,"domain_scores_codex":[0.9941245,0.0006524817,0.0002563348,0.0003973773,0.003912535,0.0006568395],"domain_scores_gemma":[0.9926649,0.001352399,0.0005748256,0.0006756991,0.004157538,0.0005745839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000129642,0.0001491545,0.008327416,0.001104809,0.00001979126,0.000967511,0.002401693,0.002359418,0.002342693,0.05613884,0.5713351,0.3547239],"study_design_scores_gemma":[0.000006201177,0.00006364763,0.006378389,0.0003789661,0.000004606496,0.0001827024,0.001770347,0.000411912,0.001805877,0.002249523,0.9867307,0.00001725725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03137742,0.003311554,0.01176352,0.01560213,0.001598286,0.001854744,0.02747875,0.001559335,0.9054543],"genre_scores_gemma":[0.1698135,0.01398653,0.01971891,0.003197192,0.0003657876,0.002054997,0.05248291,0.0007429104,0.7376373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0666546,"threshold_uncertainty_score":0.2229818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}