{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":429,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":429,"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":"61f2508ca2bf","filters":{"venue":"ANU Open Research (Australian National University)"}},"results":[{"id":"W3103761657","doi":"","title":"Hubble Space Telescope imaging of the CFRS and LDSS redshift surveys - IV. Influence of mergers in the evolution of faint field galaxies from z~1","year":2003,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":238,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dominion Astrophysical Observatory; University of Toronto","funders":"","keywords":"Physics; Astrophysics; Galaxy; Redshift; Astronomy; Galaxy formation and evolution; Galaxy merger; Star formation; Hubble space telescope; Luminous infrared galaxy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02906751489818139,"gpt":0.2821026301406767,"spread":0.2530351152424953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005643581,0.0002116913,0.0001406548,0.002134095,0.0002494313,0.0006350986,0.0002252939,0.0002193927,0.001120137],"category_scores_gemma":[0.001518854,0.0001558961,0.0002478302,0.001423021,0.0002079231,0.0003516112,0.000337929,0.0001762352,0.0003015907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882713,"about_ca_system_score_gemma":0.0004928279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1947499,"about_ca_topic_score_gemma":0.3286051,"domain_scores_codex":[0.9996377,0.00006589179,0.00001349538,0.00009314217,0.0001056065,0.00008416957],"domain_scores_gemma":[0.9989176,0.0001564486,0.0003510958,0.0001074096,0.0002320861,0.0002354771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009874853,0.00001033455,0.9869809,0.00001350646,0.00003742193,0.00004944416,0.0001647776,0.0006529304,0.002753092,0.0003252466,0.0007353069,0.008178261],"study_design_scores_gemma":[8.552218e-7,0.000002822158,0.9992658,0.000001690453,0.000002183711,0.00001305925,0.00001367708,0.0002270871,0.0001097803,0.00001070429,0.0003512722,0.000001008704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907399,0.0003782935,0.0003465735,0.00007282385,0.000004947622,0.0000124504,0.004707978,0.00005321976,0.003683761],"genre_scores_gemma":[0.9943864,0.00007880509,0.0005755417,0.00001704452,0.000005724879,0.000005223579,0.00396581,0.000006231151,0.0009591703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947499,"threshold_uncertainty_score":0.3872327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2215734218","doi":"","title":"The acquisition of media as cultural practice: Remote Indigenous youth and new digital technologies","year":2013,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Australian Institute of Aboriginal and Torres Strait Islander Studies; Aarhus Universitet; University of Warwick; Fred Hollows Foundation; University of Oxford; University of Minnesota","keywords":"Indigenous; Digital media; Sociology; Media studies; Remote sensing; Computer science; Geography; World Wide Web; Biology; Ecology","authors":[{"name":"Inge Kral","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1260158557157612,"gpt":0.3669403854671022,"spread":0.240924529751341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008230677,0.0002461108,0.0001986695,0.0007794403,0.004736021,0.00437088,0.000495836,0.0008991954,0.002314385],"category_scores_gemma":[0.0006630506,0.0001388806,0.0001248537,0.001086701,0.009566322,0.003669897,0.002550782,0.001747847,0.0002640188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003144741,"about_ca_system_score_gemma":0.002419956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950209,"about_ca_topic_score_gemma":0.04356816,"domain_scores_codex":[0.999521,0.0002410285,0.00001167564,0.00004011812,0.000110215,0.00007591461],"domain_scores_gemma":[0.9997575,0.0001380318,0.00001582254,0.00001423485,0.00002698108,0.00004747979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001119096,0.00003740884,0.0006192976,0.0002337589,0.00000240409,0.0007264786,0.6959403,0.00004577897,0.0004277481,0.2442803,0.004784091,0.05289132],"study_design_scores_gemma":[0.000005723988,0.00006470316,0.004435264,0.001030676,0.000009895524,0.001281965,0.3078253,0.0001615251,0.0005450327,0.0269564,0.6576649,0.00001863312],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.164101,0.05985503,0.00206583,0.008165482,0.0006536916,0.00006077268,0.00001945619,0.00005175793,0.765027],"genre_scores_gemma":[0.8188001,0.03858764,0.001563105,0.001021299,0.0004142825,0.00007393404,0.0000176272,0.00005158677,0.1394704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01950209,"threshold_uncertainty_score":0.03877717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964181036","doi":"10.1111/jtsa.12229","title":"A plug-in bandwidth selection procedure for long run covariance estimation with stationary functional time series","year":2016,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bandwidth (computing); Estimator; Mathematics; Covariance; Applied mathematics; Covariance function; Covariance matrix; Mathematical optimization; Algorithm; Statistics; Computer science; Telecommunications","authors":[{"name":"Gregory Rice","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1248838639356019,"gpt":0.3064421335262806,"spread":0.1815582695906788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006103758,0.001022143,0.001049315,0.001458434,0.0006764324,0.0009771413,0.001481459,0.001766325,0.003415685],"category_scores_gemma":[0.02336134,0.0006479532,0.000964322,0.001143659,0.001330001,0.00189249,0.001864294,0.002114981,0.0007231323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668019,"about_ca_system_score_gemma":0.001124923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002533761,"about_ca_topic_score_gemma":0.002613644,"domain_scores_codex":[0.9976621,0.001648814,0.00007619517,0.0002150318,0.0003118423,0.00008604198],"domain_scores_gemma":[0.995092,0.003709507,0.0002748755,0.0004020928,0.0004275388,0.00009399353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003047154,0.0002598856,0.002925949,0.0002935846,0.0002345903,0.0004118803,0.0004070401,0.3889504,0.009404995,0.2716743,0.003224469,0.3219081],"study_design_scores_gemma":[0.00003400295,0.00008972461,0.0005011042,0.00004297958,0.00002662021,0.00007500427,0.00002473331,0.9368537,0.002114761,0.05720183,0.002996436,0.00003908483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00244754,0.00007380717,0.9969279,0.00005953064,0.00001684621,0.0000234029,0.00001171195,0.0001828516,0.0002564238],"genre_scores_gemma":[0.2156888,0.0003183123,0.7797658,0.0001594747,0.0001188536,0.0004777919,0.0002678974,0.0004500429,0.00275297],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006103758,"threshold_uncertainty_score":0.03228015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121904776","doi":"10.1016/j.clsr.2015.07.001","title":"Surfing the third wave of computing: A framework for research into eObjects","year":2015,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Office of Sex Offender Sentencing, Monitoring, Apprehending, Registering, and Tracking; University of Ottawa; Procter and Gamble","keywords":"Computer science; Third wave; Computer security; Data science; Sociology","authors":[{"name":"Roger Clarke","is_ca":false},{"name":"Kayleen Manwaring","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4798563788127743,"gpt":0.4970431893053692,"spread":0.01718681049259491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007153229,0.0008380912,0.0009284711,0.006476185,0.005415538,0.02175846,0.003444329,0.005240114,0.01367172],"category_scores_gemma":[0.01434794,0.0006687377,0.001713421,0.006682819,0.03030962,0.03082168,0.008504384,0.005423128,0.001032672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005967178,"about_ca_system_score_gemma":0.00713833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094634,"about_ca_topic_score_gemma":0.007082053,"domain_scores_codex":[0.9947217,0.002892947,0.0002233383,0.0006292855,0.0008370673,0.0006958306],"domain_scores_gemma":[0.9877508,0.006074122,0.001045965,0.00289226,0.001163188,0.00107358],"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":[0.000008557632,0.00001331227,0.000429057,0.000027619,0.000003314379,0.0000212136,0.001398009,0.0003064914,0.00005508148,0.9916748,0.0004752835,0.005587309],"study_design_scores_gemma":[0.00001009121,0.00002689958,0.0007633848,0.000279462,0.000008799628,0.00009964893,0.008852134,0.004090963,0.0001705432,0.9519376,0.03373953,0.0000210672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04688929,0.007265392,0.4751579,0.0462756,0.0006020853,0.0004236259,0.0004287176,0.0003019194,0.4226555],"genre_scores_gemma":[0.792345,0.006702698,0.171449,0.003085737,0.0003346715,0.0007167414,0.0002746747,0.0002144389,0.02487709],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02175846,"threshold_uncertainty_score":0.04573649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122646999","doi":"10.1186/1743-8462-4-8","title":"'Linkage' pharmaceutical evergreening in Canada and Australia","year":2009,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Patent infringement; Business; Competitor analysis; Intellectual property; Monopoly; Pharmaceutical industry; Generic drug; Product (mathematics); Linkage (software); Law and economics; Industrial organization; Marketing; Economics; Law; Biotechnology; Medicine; Market economy; Political science; Drug","authors":[{"name":"Joel Lexchin","is_ca":false},{"name":"Thomas Faunce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4742546014008085,"gpt":0.3679256824689107,"spread":0.1063289189318978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003864081,0.0002329148,0.000310153,0.001616294,0.01484849,0.004812205,0.001222874,0.003334826,0.003757884],"category_scores_gemma":[0.008293073,0.0004281336,0.0004217188,0.00267452,0.004951527,0.001527346,0.00294115,0.004213138,0.0001704738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09738575,"about_ca_system_score_gemma":0.2044232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854522,"about_ca_topic_score_gemma":0.993258,"domain_scores_codex":[0.9931271,0.0006884889,0.0002278469,0.000718986,0.003548825,0.001688695],"domain_scores_gemma":[0.9882727,0.001785281,0.001015593,0.000237334,0.004058187,0.004630805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004215131,0.0006093987,0.06499384,0.001533007,0.0001874287,0.01224882,0.1273539,0.002715068,0.01312606,0.2795301,0.1039871,0.3932937],"study_design_scores_gemma":[0.00005640171,0.0003378502,0.1675713,0.0004432173,0.00008224649,0.001384204,0.03367351,0.0011385,0.001871031,0.004166443,0.7890304,0.0002449441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5936348,0.01924269,0.001927708,0.1278842,0.0006865028,0.0003475779,0.0003192705,0.0001437444,0.2558134],"genre_scores_gemma":[0.8912206,0.00932398,0.002416119,0.0296351,0.00008631309,0.00004940061,0.0001101243,0.00003355141,0.06712481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09738575,"threshold_uncertainty_score":0.7065864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164511247","doi":"","title":"Policy issues for the Community Development Employment Projects scheme in rural and remote Australia","year":2005,"lang":"en","type":"preprint","venue":"ANU Open Research (Australian National University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Community development; Scheme (mathematics); Quarter (Canadian coin); Economic growth; Community economic development; Economic impact analysis; Business; Economics; Geography","authors":[{"name":"Jon Altman","is_ca":false},{"name":"Matthew Gray","is_ca":false},{"name":"Robert Levitus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2922595885093742,"gpt":0.4909820900120572,"spread":0.1987225015026829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01395862,0.0003052619,0.0005510702,0.0009687888,0.008185289,0.008532281,0.002312744,0.01801349,0.0180252],"category_scores_gemma":[0.03360415,0.0003999561,0.0006942066,0.001567526,0.005146831,0.008531838,0.006841496,0.00894109,0.001043654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062175,"about_ca_system_score_gemma":0.04010935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1156061,"about_ca_topic_score_gemma":0.1261164,"domain_scores_codex":[0.9900737,0.005731683,0.0003760407,0.0004485062,0.001646278,0.001723932],"domain_scores_gemma":[0.9839327,0.01101373,0.0009757734,0.0003796197,0.00137445,0.002323664],"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":[0.00007645011,0.0002672244,0.004637111,0.001097348,0.00003313434,0.001849574,0.01892687,0.001241873,0.000695359,0.8117896,0.09474263,0.06464282],"study_design_scores_gemma":[0.0001059942,0.0002151077,0.04142816,0.002502952,0.00004834585,0.001172849,0.03835793,0.001949058,0.0004345386,0.112627,0.8010404,0.0001175562],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04323192,0.009150526,0.001121174,0.8950912,0.00107075,0.0002218095,0.0001352768,0.00003068781,0.04994653],"genre_scores_gemma":[0.5468434,0.018258,0.009843541,0.2674609,0.002270323,0.001044238,0.0002294962,0.00008141688,0.1539687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1156061,"threshold_uncertainty_score":0.2298664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890155721","doi":"","title":"Solomon Islands Smallholder Agriculture Study","year":2006,"lang":"en","type":"book","venue":"ANU Open Research (Australian National University)","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Australian Agency for International Development; European Commission; Egg Farmers of Canada; United States Agency for International Development","keywords":"Agriculture; Geography; Agroforestry; Agricultural economics; Agricultural science; Economics; Environmental science; Archaeology","authors":[{"name":"Andrew McGregor","is_ca":false},{"name":"Matthew Allen","is_ca":false},{"name":"Bryan Evans","is_ca":false},{"name":"Ben Mullen","is_ca":false},{"name":"Alice A Pollard","is_ca":false},{"name":"Morgan Wairiu","is_ca":false},{"name":"Stav Zotalis","is_ca":false},{"name":"Mike Bourke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1660810096912651,"gpt":0.3916897865096586,"spread":0.2256087768183936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004836148,0.0003184137,0.0002369222,0.0005406721,0.001735521,0.0006323872,0.000625863,0.0002828403,0.008073699],"category_scores_gemma":[0.0007847145,0.0002104933,0.0001347849,0.0009832971,0.0003965929,0.0004569438,0.001114514,0.0006450262,0.001328719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101591,"about_ca_system_score_gemma":0.002293789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2521766,"about_ca_topic_score_gemma":0.4867375,"domain_scores_codex":[0.9997854,0.00005697729,0.00001561653,0.00002484874,0.00004613382,0.0000710825],"domain_scores_gemma":[0.9995154,0.00005625175,0.00007705527,0.00003886687,0.0001185293,0.000193811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007437608,0.001670744,0.707297,0.000825627,0.000135423,0.004670512,0.1246276,0.00009204011,0.003143445,0.002968417,0.07008181,0.08374359],"study_design_scores_gemma":[0.0001075863,0.0003572975,0.8789352,0.0003517933,0.00004579789,0.0005494077,0.0737239,0.0001118964,0.000302697,0.0002190904,0.04526858,0.00002685472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736404,0.0006427803,0.00004254586,0.001043964,0.00002535381,0.0003094499,0.002058406,0.00001273822,0.02222448],"genre_scores_gemma":[0.9696127,0.001383835,0.0003404205,0.001287468,0.00002705618,0.001259851,0.001759302,0.00001322696,0.02431612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2521766,"threshold_uncertainty_score":0.5014175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2243597719","doi":"","title":"Some comments on several matrix inequalities with applications to canonical correlations: Historical background and recent developments","year":2002,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Mathematical Inequalities and Applications","field":"Mathematics","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Majorization; Matrix (chemical analysis); Inequality; Rank (graph theory); Pure mathematics; Product (mathematics); Mathematical economics; Combinatorics; Algebra over a field; Calculus (dental); Mathematical analysis","authors":[{"name":"S.W. Drury","is_ca":true},{"name":"Shuangzhe Liu","is_ca":false},{"name":"Chang-Yu Lu","is_ca":false},{"name":"Simo Puntanen","is_ca":false},{"name":"George P. H. Styan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5352541289563927,"gpt":0.4574118293043793,"spread":0.07784229965201334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003420636,0.001405064,0.0006415313,0.003250413,0.001317029,0.002146753,0.001669202,0.001828778,0.01392892],"category_scores_gemma":[0.008786315,0.0003526001,0.0009811032,0.004934215,0.002853847,0.006536013,0.001370535,0.005164861,0.004708779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002296364,"about_ca_system_score_gemma":0.0010831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355413,"about_ca_topic_score_gemma":0.003164225,"domain_scores_codex":[0.9981763,0.0005665838,0.0001323807,0.0003556004,0.0006175824,0.0001515285],"domain_scores_gemma":[0.9943057,0.003151087,0.0006949826,0.0002004308,0.001467903,0.0001800386],"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":[0.00004516971,0.00005501037,0.0005766591,0.001340494,0.00003342035,0.0003733577,0.0002616137,0.001885826,0.0008830759,0.7288755,0.1840444,0.08162545],"study_design_scores_gemma":[0.00001079512,0.00006563344,0.001286064,0.0005431707,0.00002166782,0.0006208043,0.0002512136,0.00204347,0.0006664289,0.3373031,0.6571224,0.00006524184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00679465,0.406691,0.1868135,0.2228229,0.04204417,0.000127696,0.001625894,0.0003225108,0.1327576],"genre_scores_gemma":[0.1197183,0.4466088,0.07798369,0.1103881,0.1531151,0.0004707021,0.001431977,0.0004345392,0.08984894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01392892,"threshold_uncertainty_score":0.04659688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W138530813","doi":"","title":"Information technology and indigenous communities","year":2013,"lang":"en","type":"book","venue":"ANU Open Research (Australian National University)","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Australian Institute of Aboriginal and Torres Strait Islander Studies; Aarhus Universitet; University of Warwick; Fred Hollows Foundation; University of Oxford; University of Minnesota","keywords":"Indigenous; Information technology; Discipline; Service (business); Geography; Political science; Public relations; Engineering; Business; Sociology; Social science; Marketing; Ecology","authors":[{"name":"Lyndon Ormond-Parker","is_ca":false},{"name":"Aaron Corn","is_ca":false},{"name":"Cressida Fforde","is_ca":false},{"name":"Kazuko Obata","is_ca":false},{"name":"Sandy O’Sullivan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1005972200117993,"gpt":0.3334656824447845,"spread":0.2328684624329853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005493483,0.0002833642,0.0004567276,0.002193239,0.02215286,0.01277887,0.001372799,0.004136554,0.01371431],"category_scores_gemma":[0.006060063,0.0002304803,0.0002902867,0.002476385,0.01994539,0.01273788,0.016027,0.00467824,0.0008563309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007266839,"about_ca_system_score_gemma":0.0135247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03394469,"about_ca_topic_score_gemma":0.03381347,"domain_scores_codex":[0.9925827,0.003127389,0.0002634571,0.0004587598,0.001890437,0.001677205],"domain_scores_gemma":[0.9961035,0.001832991,0.0002727011,0.0002238468,0.0006062314,0.0009606553],"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":[0.000009286381,0.00005913593,0.0006679566,0.000328326,0.000006303899,0.0006684422,0.3252518,0.00004263383,0.0003049399,0.6084182,0.01495207,0.04929081],"study_design_scores_gemma":[0.000004839496,0.00003190585,0.001455577,0.0007139878,0.000005948749,0.000470636,0.2308042,0.00005703286,0.0001118699,0.05501214,0.7113081,0.0000237098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07930111,0.05038876,0.002419652,0.2409532,0.002829829,0.0001088615,0.00004808275,0.00005202174,0.6238986],"genre_scores_gemma":[0.8363888,0.03825108,0.001811481,0.01989325,0.001179605,0.0001325259,0.00003765128,0.00004802151,0.1022576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03394469,"threshold_uncertainty_score":0.06749421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2231567841","doi":"","title":"Liberalism and Exclusionism: A Prehistory of the White Australia Policy","year":2003,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Australian History and Society","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Political science; Newspaper; White (mutation); Law; History; Geography","authors":[{"name":"Ann Curthoys","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2084345056452253,"gpt":0.3917946377230699,"spread":0.1833601320778446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006997176,0.0003575345,0.0004264897,0.001498875,0.01859073,0.01223766,0.0009707675,0.004659345,0.005797006],"category_scores_gemma":[0.006423052,0.0005078127,0.000315498,0.001693935,0.03291483,0.008287572,0.008786079,0.01080961,0.0005778411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01967113,"about_ca_system_score_gemma":0.0152148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09954435,"about_ca_topic_score_gemma":0.1199634,"domain_scores_codex":[0.9943607,0.002513458,0.0001159314,0.0006006698,0.001093812,0.001315412],"domain_scores_gemma":[0.9966264,0.001823618,0.0002429006,0.0003203943,0.0003196554,0.0006671016],"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":[0.00001056994,0.00003314207,0.0002672878,0.00003174586,0.000003328373,0.0001660632,0.04527827,0.00006078646,0.0001203695,0.94107,0.004454553,0.008503897],"study_design_scores_gemma":[0.00001183944,0.00003666122,0.00327859,0.0003623521,0.000005401356,0.0001236063,0.01705011,0.0004805574,0.0003139522,0.2533213,0.7249716,0.00004404136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1062997,0.007680671,0.002985599,0.08227002,0.0009168636,0.0000608608,0.00002528457,0.00003308897,0.799728],"genre_scores_gemma":[0.7098185,0.003435575,0.001184101,0.02519913,0.0004368764,0.0001336477,0.00001618869,0.00007817389,0.2596978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09954435,"threshold_uncertainty_score":0.1979299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117776273","doi":"10.25911/5d7a27e3d9a4b","title":"Australian military force projection in the late 1980s and the 1990s: what happened and why","year":2006,"lang":"en","type":"dissertation","venue":"ANU Open Research (Australian National University)","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Australian National University; Australian Government; Australian Federal Police; Alzheimer Society Research Program; Alex's Lemonade Stand Foundation for Childhood Cancer","keywords":"Projection (relational algebra); Aeronautics; Political science; History; Engineering; Computer science","authors":[{"name":"Bob Breen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1014897499034481,"gpt":0.3874927630262414,"spread":0.2860030131227933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002672713,0.0003058194,0.000355237,0.001727304,0.003172544,0.003204758,0.0007793104,0.001319925,0.004792829],"category_scores_gemma":[0.007969241,0.0004301704,0.0002015469,0.003829259,0.003116454,0.003684673,0.003809784,0.00357049,0.0005806242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058579,"about_ca_system_score_gemma":0.008485251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4478786,"about_ca_topic_score_gemma":0.3458838,"domain_scores_codex":[0.9979374,0.0003616473,0.00008360181,0.0001810669,0.0007042916,0.0007320367],"domain_scores_gemma":[0.9977273,0.0002738768,0.0003635882,0.00007343488,0.0009430175,0.0006187368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002678737,0.0002918948,0.2174314,0.001169273,0.00005523891,0.002004062,0.3613424,0.0008717261,0.001348845,0.1093137,0.05484829,0.2510554],"study_design_scores_gemma":[0.00001152318,0.0001334377,0.7549018,0.0006181642,0.00001210704,0.0002732898,0.08011565,0.0004331347,0.0003799902,0.003845892,0.1592318,0.00004328608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8777699,0.007104984,0.0004738616,0.03467038,0.0003792495,0.00006164683,0.000368103,0.00003345229,0.07913852],"genre_scores_gemma":[0.985469,0.004103085,0.0001351462,0.001709036,0.0001069032,0.00003338282,0.0001723003,0.00001641457,0.008254747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4478786,"threshold_uncertainty_score":0.8905432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943208694","doi":"","title":"Background and Preparatory Behaviours of Right-Wing Extremist Lone Actors: A Comparative Study","year":2018,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Core Research for Evolutional Science and Technology; Office of Naval Research; Defence Science and Technology Laboratory; Australian National University; University College London; European Commission; Defence Science and Technology Group; Department of Home Affairs; Public Safety Canada; U.S. Department of Homeland Security","keywords":"Ideology; Terrorism; Sociology; Similarity (geometry); Subcategory; Politics; Right wing; Criminology; Political science; Social psychology; Law; Psychology; Computer science","authors":[{"name":"Noemié Bouhana","is_ca":false},{"name":"Emily Corner","is_ca":false},{"name":"Paul Gill","is_ca":false},{"name":"Bart Schuurman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3597574953741024,"gpt":0.4962823196151717,"spread":0.1365248242410693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190191,0.000250434,0.0003203154,0.002043985,0.002908411,0.002072943,0.0003557032,0.0007970898,0.008847133],"category_scores_gemma":[0.003447197,0.0002067355,0.0001820443,0.001593958,0.001318988,0.001907161,0.002140505,0.0008220968,0.001316719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154666,"about_ca_system_score_gemma":0.0005420175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026861,"about_ca_topic_score_gemma":0.02393484,"domain_scores_codex":[0.999145,0.0003738496,0.0000493208,0.0001261612,0.00009231138,0.0002133724],"domain_scores_gemma":[0.9974546,0.0009140246,0.0007954288,0.0001304996,0.0002364642,0.000468885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006404552,0.0005229163,0.3150556,0.0006247156,0.00005029175,0.003113673,0.6038103,0.0001281717,0.001240488,0.005503734,0.006600999,0.06270865],"study_design_scores_gemma":[0.000006503863,0.0001597994,0.3669242,0.0004394381,0.00001551652,0.001212499,0.6032398,0.0001090897,0.0002350804,0.0004554853,0.02716647,0.00003613952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894022,0.0007990041,0.000268649,0.0003420219,0.00001712326,0.00003778308,0.0004532234,0.000003154558,0.008676934],"genre_scores_gemma":[0.9924222,0.001424441,0.0003602832,0.0002094182,0.000027117,0.00009614435,0.0008794867,0.00001590156,0.004565096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026861,"threshold_uncertainty_score":0.02959663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963114935","doi":"","title":"Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields","year":2015,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Stochastic Gradient Optimization Techniques","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Convergence (economics); Computer science; CRFS; Sampling (signal processing); Algorithm; Sampling scheme; Conditional random field; Stochastic gradient descent; Mathematical optimization; Rate of convergence; Mathematics; Artificial intelligence; Estimator; Statistics; Artificial neural network; Key (lock)","authors":[{"name":"Mark Schmidt","is_ca":true},{"name":"Reza Babanezhad","is_ca":true},{"name":"Mohamed Osama Ahmed","is_ca":true},{"name":"Aaron Defazio","is_ca":false},{"name":"Ann Clifton","is_ca":true},{"name":"Anoop Sarkar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2458712651436055,"gpt":0.4074290261833877,"spread":0.1615577610397822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003804185,0.001313615,0.001856468,0.001333996,0.0008419959,0.0009189178,0.002957554,0.002002198,0.00416176],"category_scores_gemma":[0.01025037,0.001081025,0.001085919,0.001551979,0.001182104,0.002136381,0.00125343,0.002992438,0.001848636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579491,"about_ca_system_score_gemma":0.002095805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00836732,"about_ca_topic_score_gemma":0.01213163,"domain_scores_codex":[0.9982561,0.000957105,0.00007897563,0.0003288875,0.0002757814,0.0001031617],"domain_scores_gemma":[0.995804,0.003016756,0.000176876,0.0004146592,0.0004777101,0.0001100876],"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":[0.0001760404,0.0001324001,0.0008559514,0.0001363472,0.00008458272,0.00008870154,0.0001165552,0.7649332,0.002787996,0.02751845,0.005744583,0.1974252],"study_design_scores_gemma":[0.000008611673,0.00001247165,0.00003566037,0.000004373654,0.000002888235,0.0000094308,0.000003150201,0.9936713,0.0003895044,0.005320758,0.0005372839,0.000004537925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002182105,0.00008540294,0.9961487,0.00006866379,0.00002285038,0.00004695377,0.00004115541,0.001107536,0.0002966778],"genre_scores_gemma":[0.1110181,0.0001466736,0.8848451,0.0002379114,0.00007353469,0.0004214539,0.000644881,0.0005918771,0.002020347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00836732,"threshold_uncertainty_score":0.02011871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2239463594","doi":"","title":"Filipinas in Canada - De-skilling as a Push toward Marriage","year":2003,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Geography","authors":[{"name":"Deirdre McKay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1501027715640839,"gpt":0.3751559679867629,"spread":0.225053196422679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004267884,0.0002704247,0.0003790529,0.001166683,0.03128971,0.004861367,0.0009423991,0.001754182,0.009483939],"category_scores_gemma":[0.0009779969,0.0001962564,0.0002257775,0.002935978,0.00564826,0.001255263,0.00269829,0.003542019,0.0003785868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06251059,"about_ca_system_score_gemma":0.07708294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830098,"about_ca_topic_score_gemma":0.9962865,"domain_scores_codex":[0.998681,0.00008292773,0.00001226055,0.00006050181,0.0001274858,0.001035765],"domain_scores_gemma":[0.9995763,0.00004529931,0.00003059454,0.00001504662,0.0001154172,0.0002172918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007968667,0.00008999481,0.0211298,0.00005536795,0.00001306904,0.001204336,0.1313993,0.0002153441,0.0005474688,0.7713134,0.02568504,0.04826714],"study_design_scores_gemma":[0.00002995759,0.00004702744,0.1044631,0.0003152114,0.00003496016,0.0003828405,0.2208607,0.0005052865,0.000690828,0.02228817,0.6503164,0.00006545036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4357107,0.004752866,0.0002651934,0.01698854,0.0002047719,0.00005325702,0.0002340836,0.00002349847,0.5417671],"genre_scores_gemma":[0.8934801,0.00193709,0.0001827477,0.0009127908,0.00002736371,0.0000171657,0.0000530638,0.00001400684,0.1033757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06251059,"threshold_uncertainty_score":0.4535482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2241719021","doi":"","title":"White Australia, national identity and population change","year":2003,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Australian History and Society","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Population; Commonwealth; Geography; Quarter (Canadian coin); Population growth; Immigration; Politics; Political science; Development economics; Economic history; History; Demography; Sociology; Archaeology; Law","authors":[{"name":"Gavin W. Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4587641853242233,"gpt":0.44754351969308,"spread":0.01122066563114332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131691,0.0001940234,0.000200168,0.0009234982,0.006567935,0.003625342,0.0005707834,0.001171977,0.006794629],"category_scores_gemma":[0.002056699,0.0001291829,0.0001166363,0.001409425,0.005930543,0.003615091,0.003588111,0.001735494,0.0004895236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005598044,"about_ca_system_score_gemma":0.005388834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1060649,"about_ca_topic_score_gemma":0.1499491,"domain_scores_codex":[0.9987518,0.0005811344,0.0000305457,0.0001361486,0.0002502002,0.0002501926],"domain_scores_gemma":[0.9993481,0.00009642859,0.0001047799,0.00003201597,0.0001325672,0.0002860125],"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":[0.00002824405,0.0001648681,0.01808383,0.0001838805,0.00001558379,0.0008762378,0.1254816,0.0002363725,0.0001878283,0.6995713,0.04939076,0.1057796],"study_design_scores_gemma":[0.000008337582,0.00007476244,0.1027495,0.000513898,0.00001397884,0.0005360082,0.08786197,0.0004876851,0.0001391351,0.08651422,0.721071,0.00002942996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2286794,0.0261564,0.0005750739,0.09463899,0.001368454,0.0000523551,0.0001315064,0.00002879288,0.648369],"genre_scores_gemma":[0.8989986,0.01167889,0.000397303,0.006062158,0.0003132004,0.00005798816,0.00004889318,0.00001722512,0.08242585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1060649,"threshold_uncertainty_score":0.2108951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110209431","doi":"","title":"Estimating returns to education: three natural experiment techniques compared","year":2005,"lang":"en","type":"preprint","venue":"ANU Open Research (Australian National University)","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rate of return; Economics; Demographic economics; Econometrics; Natural experiment; Statistics; Mathematics","authors":[{"name":"Andrew Leigh","is_ca":false},{"name":"Chris Ryan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3703221530002339,"gpt":0.5259653418921231,"spread":0.1556431888918892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03941742,0.0009362177,0.001743043,0.001244683,0.0009233697,0.001471895,0.001609807,0.001725932,0.002893807],"category_scores_gemma":[0.1123075,0.00059341,0.002281603,0.001670754,0.002231123,0.001754755,0.002668417,0.002056209,0.0005158893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878176,"about_ca_system_score_gemma":0.002001651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01685422,"about_ca_topic_score_gemma":0.01469444,"domain_scores_codex":[0.9541277,0.03891101,0.001492179,0.002672911,0.002238867,0.0005573264],"domain_scores_gemma":[0.9021777,0.06626854,0.01169009,0.01556545,0.003529765,0.0007685717],"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":[0.02834477,0.01178625,0.3027399,0.004193888,0.01686357,0.0005274588,0.01031699,0.04717463,0.01326022,0.1120959,0.005832402,0.4468639],"study_design_scores_gemma":[0.01237732,0.02578379,0.6061544,0.0006730149,0.01012763,0.0006877479,0.002939134,0.1320854,0.01432833,0.1531307,0.04082269,0.0008898067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6209994,0.001614173,0.3487415,0.001589763,0.000432593,0.01143008,0.00227282,0.000451916,0.01246773],"genre_scores_gemma":[0.720775,0.0008251459,0.2491775,0.001032988,0.000135291,0.01790963,0.001321566,0.0001118795,0.008710911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03941742,"threshold_uncertainty_score":0.2084617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1962685253","doi":"","title":"The environmental sustainability of Australia's private rental housing stock","year":2010,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":22,"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; Stock (firearms); Sustainability; Business; Rental housing; Finance; Geography; Political science; Archaeology","authors":[{"name":"Michelle Gabriel","is_ca":false},{"name":"Phillipa Watson","is_ca":false},{"name":"Rachel Ong","is_ca":false},{"name":"Gavin Wood","is_ca":false},{"name":"Maryann Wulff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1135503222088887,"gpt":0.3220802513908956,"spread":0.2085299291820069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005322217,0.0001143989,0.0001240756,0.0003835447,0.0007578506,0.001875689,0.0003322281,0.0003114616,0.00350056],"category_scores_gemma":[0.000870125,0.0001275351,0.0001487383,0.0004456023,0.0005444836,0.001535311,0.001700995,0.0003966862,0.000315234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371921,"about_ca_system_score_gemma":0.001917487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02675091,"about_ca_topic_score_gemma":0.08176936,"domain_scores_codex":[0.9996275,0.00006758432,0.00001110476,0.0000417004,0.0001830157,0.0000691006],"domain_scores_gemma":[0.9995266,0.0000373974,0.00008634719,0.0000438701,0.0002077383,0.00009804415],"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":[0.000217823,0.000300251,0.1921201,0.0008609771,0.0001695077,0.001351346,0.0130953,0.01342917,0.02077937,0.2381409,0.01735827,0.502177],"study_design_scores_gemma":[0.00001564767,0.0004604129,0.6055267,0.0004370632,0.00007139367,0.0006022328,0.01091707,0.01614369,0.006468941,0.04053133,0.3187684,0.00005698794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760717,0.003156662,0.003362107,0.004526824,0.00006282443,0.00006653585,0.0004357712,0.00002422689,0.1122933],"genre_scores_gemma":[0.9807951,0.001271103,0.0009094951,0.000147813,0.00001762874,0.0000144233,0.00007589223,0.000008349909,0.01676007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02675091,"threshold_uncertainty_score":0.05319041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1491837085","doi":"","title":"Coordinated Primary Health Care for Refugees: A Best Practice Framework for Australia","year":2013,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Refugee; Primary care; Primary health care; Best practice; Health care; Medicine; Political science; Nursing; Family medicine; Law","authors":[{"name":"Grant Russell","is_ca":false},{"name":"Mark Harris","is_ca":false},{"name":"I‐Hao Cheng","is_ca":false},{"name":"Margaret Kay","is_ca":false},{"name":"Shiva Vasi","is_ca":false},{"name":"Chandni Joshi","is_ca":false},{"name":"Bibiana Chan","is_ca":false},{"name":"Winston Lo","is_ca":false},{"name":"Sayed Wahidi","is_ca":false},{"name":"Jenny Advocat","is_ca":false},{"name":"Kevin Pottie","is_ca":true},{"name":"Mitchell Smith","is_ca":false},{"name":"John Furler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.186893237091384,"gpt":0.503011441938871,"spread":0.3161182048474871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.130376,0.002041081,0.002516232,0.007381754,0.01432151,0.0209514,0.01386491,0.02027184,0.004041036],"category_scores_gemma":[0.1107393,0.002200214,0.002577685,0.005209781,0.01211601,0.01358179,0.02874856,0.01947176,0.001141524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03494424,"about_ca_system_score_gemma":0.257421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06105439,"about_ca_topic_score_gemma":0.1146433,"domain_scores_codex":[0.8989083,0.06938494,0.008781608,0.003458039,0.01203507,0.007432051],"domain_scores_gemma":[0.8583478,0.03477488,0.009094508,0.00657113,0.0348176,0.05639422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002807562,0.003789586,0.02439417,0.01118066,0.0006553316,0.005792756,0.09371679,0.01315401,0.001836417,0.158806,0.2252182,0.4611754],"study_design_scores_gemma":[0.00112868,0.003047697,0.04152961,0.06321092,0.0005046614,0.003741839,0.1438487,0.01323879,0.001254097,0.2732105,0.454314,0.000970502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01196338,0.01584689,0.08155671,0.8519404,0.003903574,0.007557946,0.0001735396,0.0005859028,0.02647172],"genre_scores_gemma":[0.2196833,0.03056562,0.6601944,0.06690998,0.002064785,0.01480575,0.0003785546,0.0002079722,0.00518966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.130376,"threshold_uncertainty_score":0.6895025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3144960028","doi":"","title":"Moving Beyond Kyoto","year":2000,"lang":"en","type":"preprint","venue":"ANU Open Research (Australian National University)","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Kyoto Protocol; Ratification; Negotiation; Opposition (politics); Political science; United Nations Framework Convention on Climate Change; Convention; Climate change; Presidential system; International trade; Montreal Protocol; Conference of the parties; Economy; Law; Geography; Politics; Business; Meteorology; Economics","authors":[{"name":"Warwick J. McKibbin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1531045351086364,"gpt":0.3727270309051122,"spread":0.2196224957964759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004395724,0.0005244516,0.0006446034,0.0008315571,0.00341966,0.007663317,0.0007602572,0.003641671,0.03871645],"category_scores_gemma":[0.0110691,0.000254247,0.0005828534,0.001279317,0.003524473,0.01369945,0.00516948,0.00647405,0.01234108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00286071,"about_ca_system_score_gemma":0.00428135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00361512,"about_ca_topic_score_gemma":0.002773409,"domain_scores_codex":[0.9967611,0.0009223936,0.0001029275,0.0006157823,0.001086412,0.0005114191],"domain_scores_gemma":[0.9976118,0.0006244885,0.000116435,0.000637472,0.0004863322,0.0005236241],"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":[0.00002114672,0.00002148306,0.0002258408,0.00006743649,0.00001165925,0.0001037806,0.0009063036,0.0002515508,0.0002076414,0.8673326,0.1005228,0.03032779],"study_design_scores_gemma":[0.00001051126,0.00001356749,0.0003373981,0.00009558026,0.000005582614,0.00003700097,0.0004433997,0.000173527,0.0001357789,0.370249,0.6284876,0.0000110397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01535562,0.01006411,0.01421264,0.1959171,0.01121544,0.00007527666,0.0003532666,0.0004483268,0.7523583],"genre_scores_gemma":[0.4173106,0.02571332,0.02682009,0.1204556,0.006633913,0.0005236848,0.001718421,0.001331864,0.3994925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03871645,"threshold_uncertainty_score":0.1295194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W189344118","doi":"","title":"Feminist Approaches to International Law: Reflections from Another Century","year":2005,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Law; Political science; Sociology","authors":[{"name":"Hilary Charlesworth","is_ca":false},{"name":"Christine Chinkin","is_ca":false},{"name":"Shelley Wright","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5671092633525981,"gpt":0.4278411234165299,"spread":0.1392681399360683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00605086,0.0005370795,0.000655185,0.001496509,0.01542868,0.01226542,0.001329942,0.008056724,0.01073986],"category_scores_gemma":[0.00683432,0.0003821068,0.0004221594,0.0024914,0.05535697,0.01203148,0.005715245,0.01456202,0.0006347189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01306076,"about_ca_system_score_gemma":0.008677918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02876399,"about_ca_topic_score_gemma":0.06314298,"domain_scores_codex":[0.9953979,0.002655369,0.00007503652,0.0003253102,0.0007456368,0.0008008194],"domain_scores_gemma":[0.9959025,0.003202925,0.0001807516,0.0001416386,0.0002603975,0.0003119717],"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":[0.000006933119,0.00001906638,0.00008935334,0.00004014359,0.000001522262,0.00009303477,0.06570502,0.00004226223,0.00004569745,0.9065873,0.02089449,0.00647521],"study_design_scores_gemma":[0.000005510112,0.00001110687,0.000497017,0.0004557167,0.000002690218,0.0001235093,0.07550744,0.00005564915,0.00009598205,0.1380849,0.785148,0.00001238067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01902691,0.05345206,0.002431686,0.2273802,0.002741066,0.00002436755,0.00004383588,0.00001741906,0.6948825],"genre_scores_gemma":[0.5964982,0.03504262,0.00137411,0.07859903,0.003400252,0.0001681455,0.00004496754,0.0002043227,0.2846683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02876399,"threshold_uncertainty_score":0.09476292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2223489045","doi":"","title":"Achieving sustainable societies: Lessons from modelling the ancient Maya","year":2014,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Maya; Geography; Political science; Archaeology","authors":[{"name":"Scott Heckbert","is_ca":false},{"name":"Robert Costanza","is_ca":false},{"name":"Lael Parrott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4329284171593115,"gpt":0.3527899569197546,"spread":0.0801384602395569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004662546,0.0005240826,0.0006418701,0.0006336201,0.001540919,0.002253111,0.001477698,0.002122391,0.004120398],"category_scores_gemma":[0.002742358,0.0003390326,0.0008396667,0.0008996427,0.002229516,0.001912377,0.002067819,0.001209941,0.0003807691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497438,"about_ca_system_score_gemma":0.001676618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06766012,"about_ca_topic_score_gemma":0.05129285,"domain_scores_codex":[0.9998092,0.0001018834,0.000007376837,0.00002567952,0.00002296924,0.00003282278],"domain_scores_gemma":[0.9992798,0.0004168856,0.00007120488,0.00005114414,0.00006152545,0.0001194588],"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":[0.00003132824,0.00003886589,0.002928901,0.00007610806,0.00004164908,0.0002041261,0.001067334,0.8971349,0.0003165338,0.09454673,0.001033435,0.002580077],"study_design_scores_gemma":[0.00004536803,0.00002952705,0.001240475,0.00004375843,0.00003217971,0.00009844408,0.00102184,0.8814522,0.0001426627,0.1061481,0.009712279,0.00003312201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7569706,0.001571152,0.0951705,0.008879259,0.0001635326,0.0001398003,0.001039975,0.0003052729,0.1357598],"genre_scores_gemma":[0.9709944,0.0008500968,0.01747853,0.0002064449,0.00004817711,0.0001213538,0.0002211565,0.00009279422,0.009987066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06766012,"threshold_uncertainty_score":0.1345326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573714508","doi":"","title":"Practical linear models for large-scale one-class collaborative filtering","year":2016,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Collaborative filtering; Computer science; Benchmarking; Scalability; Class (philosophy); Recommender system; Embedding; Scale (ratio); Set (abstract data type); Machine learning; Limiting; Data mining; Big data; Artificial intelligence; Database","authors":[{"name":"Suvash Sedhain","is_ca":false},{"name":"Hung Bui","is_ca":false},{"name":"Jaya Kawale","is_ca":false},{"name":"Nikos Vlassis","is_ca":false},{"name":"Branislav Kveton","is_ca":false},{"name":"Aditya Krishna Menon","is_ca":false},{"name":"Trung Bui","is_ca":false},{"name":"Scott Sanner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2899059658529016,"gpt":0.4291717485106081,"spread":0.1392657826577066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004849626,0.002052006,0.002363798,0.0010336,0.001160486,0.002121033,0.004094989,0.00328433,0.01183917],"category_scores_gemma":[0.01798936,0.001350662,0.001568214,0.002157318,0.001599484,0.003745276,0.002427114,0.005068588,0.005374163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002437216,"about_ca_system_score_gemma":0.00231532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006787,"about_ca_topic_score_gemma":0.02345178,"domain_scores_codex":[0.9972465,0.001107261,0.0001185787,0.000691939,0.0005460164,0.000289735],"domain_scores_gemma":[0.9874061,0.009323464,0.0005318876,0.001230657,0.001223224,0.0002846783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001235034,0.0001551211,0.0008276352,0.0002454774,0.00007429352,0.00009846048,0.0001304171,0.8544507,0.000647575,0.05152512,0.0109809,0.08074079],"study_design_scores_gemma":[0.00001548342,0.00001515893,0.00005511275,0.00000784859,0.000005227909,0.00001630067,0.00001010661,0.9782381,0.0001096446,0.0204742,0.00104523,0.000007598435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002123545,0.0003620401,0.9951752,0.0003567245,0.00004276311,0.00004995958,0.0001898862,0.0006284957,0.001071178],"genre_scores_gemma":[0.3085747,0.001281897,0.6680142,0.001021561,0.0005255167,0.001113814,0.002402831,0.0005141937,0.01655124],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02006787,"threshold_uncertainty_score":0.03990215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W245948287","doi":"","title":"\"Keeping Place\": Servants, Theater and Sociability in Mid-Eighteenth-Century Britain","year":2001,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Literature: history, themes, analysis","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public sphere; Bourgeoisie; Power (physics); Argument (complex analysis); Private sphere; Egalitarianism; Rhetoric; Sociology; Ideal (ethics); Public opinion; Period (music); Openness to experience; Criticism; Political science; Law; Politics; Aesthetics; Social psychology; Philosophy; Psychology","authors":[{"name":"Gillian Russell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1335354747683289,"gpt":0.3233318047873889,"spread":0.18979633001906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621619,0.0002714932,0.0003386138,0.001487658,0.0150793,0.006785442,0.000783248,0.001926415,0.006196692],"category_scores_gemma":[0.001443796,0.0002755475,0.0001300827,0.001497686,0.01933704,0.002382048,0.003928188,0.002487304,0.0008430077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01300719,"about_ca_system_score_gemma":0.00401923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1655345,"about_ca_topic_score_gemma":0.3039954,"domain_scores_codex":[0.997722,0.0009636184,0.00006238989,0.0001377368,0.000298191,0.0008160415],"domain_scores_gemma":[0.9987246,0.0002226483,0.0001527918,0.00003344529,0.0001440954,0.0007224298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001178434,0.00008517123,0.01030726,0.00007962238,0.000005731056,0.001363304,0.8677104,0.00004915761,0.0005422155,0.09137885,0.007809918,0.02055052],"study_design_scores_gemma":[0.00002390833,0.0001306692,0.0525864,0.0001575225,0.000004955704,0.0005822032,0.4269612,0.0001351063,0.00020829,0.005729744,0.5134377,0.00004226416],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8280709,0.00676076,0.0002800408,0.01691796,0.0005672539,0.00002410795,0.00005558948,0.00002767794,0.1472958],"genre_scores_gemma":[0.9730018,0.0009123953,0.00005689624,0.00084032,0.00008423695,0.000005295557,0.00001491402,0.00001377535,0.02507036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655345,"threshold_uncertainty_score":0.3291419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2246681268","doi":"","title":"Building Blocks: Australia's Response to Foreign Extraterritorial Legislation","year":2001,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Economic Zones and Regional Development","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legislation; Law; Foreign policy; Legislature; Statute; Political science; Extraterritoriality; Jurisdiction; Politics","authors":[{"name":"Hilary Charlesworth","is_ca":false},{"name":"D Senz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2493895645244892,"gpt":0.3595123931975959,"spread":0.1101228286731067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004398745,0.0002778624,0.000189397,0.0009244978,0.006062784,0.004429555,0.001407307,0.00583165,0.008060672],"category_scores_gemma":[0.01241181,0.0004650863,0.0004599383,0.000752523,0.003017434,0.002422306,0.004418315,0.004910828,0.001082098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00566733,"about_ca_system_score_gemma":0.01723808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1102747,"about_ca_topic_score_gemma":0.1386987,"domain_scores_codex":[0.9945544,0.001208828,0.0002156598,0.0005551022,0.00236722,0.001098813],"domain_scores_gemma":[0.9958807,0.001147652,0.0004710307,0.0003682325,0.001469416,0.0006629166],"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":[0.00007714223,0.0002237751,0.009420019,0.0005796934,0.00004468001,0.003286198,0.08188142,0.002107043,0.008523677,0.6029,0.1529939,0.1379625],"study_design_scores_gemma":[0.0000149553,0.0001333052,0.01767363,0.0002144225,0.00002175361,0.0002812661,0.004916039,0.001204067,0.001504888,0.01022283,0.9637594,0.00005358278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2524655,0.003546858,0.01071654,0.0848242,0.002224288,0.0006557221,0.000139276,0.0004703826,0.6449571],"genre_scores_gemma":[0.5409528,0.001842739,0.005412567,0.0366947,0.0003827508,0.0002133362,0.0001132659,0.0001312894,0.4142565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1102747,"threshold_uncertainty_score":0.2192656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2196686100","doi":"","title":"Populism and Public Choice in Australia and Canada: Turning Equality-Seekers into Special Interests","year":2004,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Populism; Seekers; Political science; Political economy; Public administration; Sociology; Law; Politics","authors":[{"name":"Marian Sawer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2639262418331589,"gpt":0.4221846229993833,"spread":0.1582583811662244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002352984,0.0004374109,0.000623424,0.002017136,0.03344196,0.01657853,0.001736957,0.004697199,0.009476452],"category_scores_gemma":[0.005527973,0.0004633037,0.0004780279,0.003907521,0.02795574,0.003994253,0.007018958,0.007468684,0.0004202794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1080085,"about_ca_system_score_gemma":0.1888005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9716573,"about_ca_topic_score_gemma":0.9880649,"domain_scores_codex":[0.9960458,0.000696442,0.00003313764,0.0001712504,0.001037813,0.002015635],"domain_scores_gemma":[0.9977825,0.000647697,0.000102222,0.0000650834,0.0004851248,0.0009173151],"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":[0.0000213105,0.00003438586,0.00190514,0.00003070601,0.000006315391,0.0001165403,0.07641391,0.0002094364,0.00008303837,0.8859307,0.02157791,0.01367056],"study_design_scores_gemma":[0.00003571209,0.00002849873,0.01879393,0.0004324461,0.00003524924,0.00009135139,0.2170608,0.001115941,0.0004031397,0.1887424,0.573167,0.00009355519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1760127,0.00700545,0.001178399,0.07338341,0.0004482643,0.00006993952,0.0001285916,0.00002981986,0.7417434],"genre_scores_gemma":[0.8311988,0.002409904,0.0005161908,0.005385217,0.00006982645,0.00005175184,0.0000360154,0.00004634398,0.1602859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1080085,"threshold_uncertainty_score":0.7836603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2235496817","doi":"","title":"Womens Constitutional Activism in Australia and Canada","year":2001,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Economic growth; Sociology; Geography; Economics","authors":[{"name":"Marian Sawer","is_ca":false},{"name":"James Vickers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2525932606914405,"gpt":0.4347982530453441,"spread":0.1822049923539036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004979618,0.0002402174,0.0008022319,0.002906431,0.04924782,0.01360912,0.002309375,0.005421021,0.01156353],"category_scores_gemma":[0.01072832,0.0005516583,0.0005027819,0.00388126,0.0121512,0.001925152,0.007297353,0.008972496,0.0003706824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1397294,"about_ca_system_score_gemma":0.1753581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864743,"about_ca_topic_score_gemma":0.9962026,"domain_scores_codex":[0.9894012,0.001195055,0.0001502034,0.0007381634,0.00249272,0.006022767],"domain_scores_gemma":[0.9891166,0.002412856,0.0005140616,0.0002317601,0.001951222,0.005773494],"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":[0.0003644953,0.0002458957,0.03761897,0.0002611047,0.0001000734,0.001616328,0.3094825,0.0007928281,0.001652544,0.4997709,0.07909579,0.06899846],"study_design_scores_gemma":[0.00005371126,0.0000814673,0.1311912,0.0002572642,0.00005612734,0.0001956018,0.1875743,0.0005753494,0.0008332846,0.007852891,0.6712109,0.000117836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6931764,0.00383597,0.0003546435,0.05952131,0.000417659,0.00009887893,0.0002552008,0.00004071706,0.2422992],"genre_scores_gemma":[0.8868288,0.0007673172,0.0001808734,0.005841947,0.00006396426,0.00003990044,0.00005529198,0.00003287374,0.106189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397294,"threshold_uncertainty_score":0.997792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2207709494","doi":"","title":"Modes of Colonisation and Patterns of Contemporary Mental Health: Towards an Understanding of Canadian Aboriginal, Australian Aboriginal and Maori Peoples","year":2011,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Colonisation; Project commissioning; Publishing; Australian studies; Mental health; Ethnology; Sociology; Northern territory; Gender studies; Media studies; Social science; History; Genealogy; Geography; Political science; Psychology; Archaeology; Law; Art; Colonization; Psychiatry","authors":[{"name":"Kerrie Doyle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2869459047626175,"gpt":0.431493403214035,"spread":0.1445474984514175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139921,0.0001949454,0.0001927761,0.002352443,0.004004679,0.003092787,0.001050789,0.0005403068,0.00151821],"category_scores_gemma":[0.002834148,0.000258,0.0002320061,0.002632659,0.005895832,0.001545647,0.00247867,0.001054648,0.00008807141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008766263,"about_ca_system_score_gemma":0.01286183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9370376,"about_ca_topic_score_gemma":0.9623432,"domain_scores_codex":[0.999315,0.0001206478,0.00003063106,0.00006543737,0.0001723785,0.000295893],"domain_scores_gemma":[0.9988167,0.0001228503,0.0003904614,0.00005749374,0.0002392242,0.0003732901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007214559,0.00004212508,0.7166716,0.00007433593,0.0000538049,0.0002372567,0.2615638,0.0001323281,0.0006407813,0.003577046,0.0005893664,0.0163453],"study_design_scores_gemma":[0.000002396931,0.0000209408,0.8392769,0.0001137703,0.00001617534,0.0001623352,0.1579082,0.0001400211,0.00005518997,0.0005965359,0.001683489,0.00002414062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994956,0.0008777449,0.00006827551,0.001064042,0.000006585943,0.00001067272,0.00008438453,0.000002480147,0.002929819],"genre_scores_gemma":[0.9987863,0.0008237955,0.00007876162,0.00004550589,0.000004140473,0.00000507614,0.00003418892,0.000001440977,0.0002207109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06296241,"threshold_uncertainty_score":0.1266664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154758589","doi":"","title":"Labour regime and industrialisation in the knowledge economy : the Japanese model and its possible hybridisation in other countries","year":2000,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Asian Industrial and Economic Development","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Industrialisation; Knowledge economy; Economics; Economy; Market economy","authors":[{"name":"Diane‐Gabrielle Tremblay","is_ca":false},{"name":"David Rolland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2194121732039911,"gpt":0.3776952990120777,"spread":0.1582831258080866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001397598,0.0001971371,0.0003610048,0.002347489,0.002795436,0.004953297,0.0004601105,0.0007546311,0.002695274],"category_scores_gemma":[0.001454567,0.0001611086,0.0004815045,0.003467005,0.01008992,0.00328283,0.002666292,0.0006203218,0.0001512371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005837234,"about_ca_system_score_gemma":0.003313056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0745734,"about_ca_topic_score_gemma":0.07188859,"domain_scores_codex":[0.9991073,0.0002734213,0.00004150319,0.000131772,0.0001065105,0.0003395084],"domain_scores_gemma":[0.9993805,0.0001840961,0.0001065138,0.00006436357,0.0001074672,0.0001570837],"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":[0.000193867,0.0001328296,0.08158548,0.0002204431,0.00006614758,0.001409435,0.07792889,0.001567527,0.001141679,0.785394,0.0008155689,0.04954412],"study_design_scores_gemma":[0.0001366257,0.0002869745,0.4967613,0.0005631971,0.0001836845,0.001130842,0.1314378,0.01068685,0.000521906,0.2828539,0.07525419,0.0001826762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8523903,0.005491239,0.002132832,0.003620313,0.00004831318,0.00002365093,0.0000416647,0.00001258941,0.136239],"genre_scores_gemma":[0.9966259,0.0009864164,0.0003478383,0.0000899851,0.00001359658,0.00001143847,0.00001014228,0.000002886972,0.001911871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0745734,"threshold_uncertainty_score":0.1482787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006170420","doi":"10.1002/acs.703","title":"On-line almost-sure parameter estimation for partially observed discrete-time linear systems with known noise charateristics","year":2015,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Distributed Sensor Networks and Detection Algorithms","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Estimator; Mathematics; Applied mathematics; Discrete time and continuous time; Lemma (botany); Estimation theory; Martingale (probability theory); Ordinary differential equation; Convergence (economics); Noise (video); Parameter space; Matrix (chemical analysis); Differential equation; Computer science; Algorithm; Mathematical analysis; Statistics","authors":[{"name":"Robert J. Elliott","is_ca":true},{"name":"Jason Ford","is_ca":false},{"name":"J.B. Moore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2344831994122974,"gpt":0.3643702214951145,"spread":0.1298870220828171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00308588,0.0008962598,0.001450178,0.000581454,0.0003191071,0.001350242,0.0009849388,0.001086253,0.0008132569],"category_scores_gemma":[0.0255207,0.0007552195,0.0007127567,0.0005854292,0.001541777,0.002790696,0.001574703,0.001259613,0.0002298207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007063177,"about_ca_system_score_gemma":0.0007344094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406844,"about_ca_topic_score_gemma":0.001060654,"domain_scores_codex":[0.9980561,0.0008854289,0.0001431423,0.0003905414,0.0004046807,0.0001202103],"domain_scores_gemma":[0.9830114,0.01359326,0.001424655,0.000988879,0.0008413101,0.0001406881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001284251,0.00003102432,0.001743142,0.0001351852,0.0001255818,0.0001172212,0.0001217225,0.9341246,0.003603652,0.02567907,0.0001883758,0.03400201],"study_design_scores_gemma":[0.000003352185,0.00002366067,0.0002445506,0.000007379313,0.000006133935,0.000024924,0.000007753415,0.9906831,0.001021336,0.007850576,0.000117356,0.000009898919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01393973,0.000103751,0.9855319,0.00006594624,0.000006570677,0.00001147785,0.00002516388,0.00007497137,0.0002405143],"genre_scores_gemma":[0.8792575,0.0003506142,0.1183106,0.0001257718,0.00005683342,0.0001108659,0.0002679041,0.00007798076,0.001441932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00308588,"threshold_uncertainty_score":0.01631987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2285251285","doi":"","title":"Indigenous fertility transitions in developed countries","year":2012,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fertility; Indigenous; Developing country; Geography; Population; Socioeconomics; Demography; Economic growth; Economics; Sociology; Biology","authors":[{"name":"Kim Johnstone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2234564376833726,"gpt":0.4397078484725883,"spread":0.2162514107892157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000872203,0.00008641803,0.0001951137,0.0008995728,0.002004567,0.0009616337,0.0003377602,0.0003196052,0.002494697],"category_scores_gemma":[0.001838377,0.0001414371,0.0002088942,0.001143413,0.001229709,0.0007768065,0.001748501,0.0007527023,0.0001445482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158034,"about_ca_system_score_gemma":0.001588016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09870304,"about_ca_topic_score_gemma":0.1202129,"domain_scores_codex":[0.9995122,0.0001395829,0.00001912712,0.00005179064,0.00003177871,0.0002454757],"domain_scores_gemma":[0.9994605,0.00008002837,0.0001619165,0.00002709279,0.00008496939,0.0001855138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003194432,0.0002265194,0.6272533,0.0003098708,0.00008925111,0.00210491,0.2922791,0.0009402398,0.001297656,0.02014358,0.003136742,0.05189944],"study_design_scores_gemma":[0.00001066536,0.0001224015,0.8993471,0.0001176219,0.00001513864,0.0004242099,0.0878559,0.0001406922,0.0001136367,0.0007657824,0.01106264,0.00002411946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993972,0.0007514906,0.00004530832,0.0004931721,0.00001177384,0.000009319668,0.0001252956,0.000002799265,0.004588811],"genre_scores_gemma":[0.9983335,0.0006801903,0.0000465835,0.00008455954,0.000007377029,0.000006975411,0.00005671404,0.000001196257,0.0007829032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09870304,"threshold_uncertainty_score":0.196257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122008508","doi":"","title":"Credit constraints and training after job loss","year":2003,"lang":"en","type":"preprint","venue":"ANU Open Research (Australian National University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Human capital; Subsidy; Economics; Order (exchange); Government (linguistics); Set (abstract data type); Imperfect; Training (meteorology); Economic interventionism; Labour economics; Finance; Public economics; Political science; Economic growth","authors":[{"name":"Bruce Chapman","is_ca":false},{"name":"Thomas F. Crossley","is_ca":false},{"name":"Taejong Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1500114620715369,"gpt":0.3418579319910978,"spread":0.1918464699195608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008547047,0.0001235354,0.0002485069,0.001220902,0.0008599791,0.000959596,0.000461851,0.0008666207,0.007712875],"category_scores_gemma":[0.008947061,0.0001090512,0.0001867599,0.0009911578,0.0007124155,0.000613227,0.001097794,0.001104833,0.0006359005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006230833,"about_ca_system_score_gemma":0.0008037822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02544348,"about_ca_topic_score_gemma":0.0323574,"domain_scores_codex":[0.999448,0.00009335516,0.00003519041,0.00003723035,0.00008284386,0.0003034788],"domain_scores_gemma":[0.991192,0.001458375,0.00398953,0.0001767543,0.0003262682,0.002857002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001907703,0.0002499088,0.9782904,0.00003651178,0.00002226504,0.0002319993,0.0006116719,0.0004596013,0.0001428435,0.0006060631,0.001292195,0.01786579],"study_design_scores_gemma":[0.000007328667,0.00005684742,0.9971738,0.00005652485,0.000005918149,0.0001050662,0.0007199413,0.0002699707,0.00004626832,0.0004799538,0.001073106,0.00000527006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947729,0.0009307211,0.0000899685,0.001185727,0.00002057706,0.00001342329,0.0003717465,0.000004336055,0.002610701],"genre_scores_gemma":[0.9984425,0.0002388013,0.00001475204,0.00006805707,0.00001795278,0.000004396344,0.0001689376,0.000001195096,0.001043421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02544348,"threshold_uncertainty_score":0.05059081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2242092994","doi":"","title":"An Australian Compact with the Third Sector: Challenges and Prospects","year":2011,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Commonwealth; Government (linguistics); Public administration; Milestone; Political science; Coalition government; Demise; Politics; Law","authors":[{"name":"John Butcher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3315224148282857,"gpt":0.4006686373973987,"spread":0.06914622256911296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02045357,0.0004627118,0.0005758286,0.0008481215,0.01209891,0.01264129,0.003549634,0.01619829,0.01746194],"category_scores_gemma":[0.01972814,0.0003968136,0.001011527,0.001630162,0.006458809,0.01203699,0.01271924,0.009173041,0.001837987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008475552,"about_ca_system_score_gemma":0.04177417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04680558,"about_ca_topic_score_gemma":0.05997092,"domain_scores_codex":[0.9874442,0.004006292,0.0004269097,0.0007164303,0.003749434,0.003656744],"domain_scores_gemma":[0.9752544,0.004944606,0.001499741,0.001359959,0.00456639,0.01237486],"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":[0.0002729179,0.001614347,0.009935122,0.00120753,0.00004670641,0.003904331,0.03848727,0.0008796076,0.001999111,0.5784951,0.1521011,0.2110569],"study_design_scores_gemma":[0.00009007532,0.001065143,0.02032292,0.001309665,0.00002918954,0.001178825,0.07915747,0.001686903,0.0006423267,0.05696129,0.837417,0.0001390517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1210407,0.009360899,0.002968113,0.7673793,0.004184457,0.0003145251,0.000106417,0.00008702572,0.09455851],"genre_scores_gemma":[0.6669714,0.01211211,0.009616829,0.1733751,0.00173927,0.0004977459,0.0001974123,0.00007165473,0.1354184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04680558,"threshold_uncertainty_score":0.1081701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096998268","doi":"","title":"Sustainability Issues for Australian Research Data: The report of the Australian eResearch Sustainability Survey Project","year":2006,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Mathematical Sciences; Medical Research Council; Flinders University; Arts and Humanities Research Council; Directorate for Biological Sciences; National Institutes of Health; University of Warwick; Natural Environment Research Council; University of Canberra; National Archives of Australia; Swinburne University of Technology; University of Technology Sydney; Research Councils UK; University of New South Wales; Ontario Ministry of Natural Resources and Forestry; National Library of Australia; Australian Academy of Science; Australian Academy of the Humanities; National Science Foundation; University of South Australia; Fisheries Research and Development Corporation; National Health and Medical Research Council; Queensland University of Technology; Commonwealth Scientific and Industrial Research Organisation","keywords":"Sustainability; Sustainability science; Environmental resource management; Sustainability organizations; Environmental planning; Business; Geography; Environmental science","authors":[{"name":"Markus Buchhorn","is_ca":false},{"name":"Paul E. McNamara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5263034521473244,"gpt":0.5421625381874247,"spread":0.01585908604010022,"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":[0.2362874,0.000456548,0.0008835669,0.00877976,0.006135937,0.01173654,0.003713537,0.0053877,0.00490173],"category_scores_gemma":[0.4532334,0.001255969,0.0009516389,0.02702833,0.004740093,0.008689038,0.01176245,0.007256139,0.001459842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01728875,"about_ca_system_score_gemma":0.05590525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2162696,"about_ca_topic_score_gemma":0.2133187,"domain_scores_codex":[0.7230807,0.1200939,0.02762228,0.005658924,0.117656,0.005888192],"domain_scores_gemma":[0.4759597,0.2988823,0.04818894,0.02720978,0.1362784,0.01348087],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001728456,0.0002126247,0.1032484,0.006745889,0.0002081141,0.0007762723,0.08847587,0.001130204,0.001704778,0.0664836,0.4800736,0.2507679],"study_design_scores_gemma":[0.00002941139,0.0001228524,0.1917161,0.00420287,0.00008837187,0.0004866057,0.03062132,0.001634814,0.0009492419,0.01379575,0.7561286,0.000223913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09974825,0.01742568,0.02206216,0.7911763,0.00240436,0.002474841,0.01477681,0.0004785621,0.04945309],"genre_scores_gemma":[0.5807595,0.03270859,0.0816929,0.207275,0.002637724,0.008108685,0.02440197,0.0009261367,0.0614895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9962865,"threshold_uncertainty_score":0.9417936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7006033081","doi":"","title":"The settlement of Polynesia : a computer simulation","year":2017,"lang":"en","type":"book","venue":"ANU Open Research (Australian National University)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subject (documents); Limiting; Ridiculous; Work (physics); Filter (signal processing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3733805787794686,"gpt":0.4687820447605152,"spread":0.09540146598104654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003834665,0.0003834701,0.0003727041,0.0004428804,0.001444925,0.001428013,0.001012397,0.001161806,0.01082827],"category_scores_gemma":[0.001953909,0.0003100543,0.0004601749,0.001096173,0.0009134585,0.001000919,0.001353403,0.0009055117,0.0003349188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559025,"about_ca_system_score_gemma":0.001680898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2935202,"about_ca_topic_score_gemma":0.2024706,"domain_scores_codex":[0.9998347,0.00008292595,0.000005581699,0.00002963588,0.00002397404,0.00002318177],"domain_scores_gemma":[0.9995115,0.0003196429,0.00001583269,0.00002597092,0.00005486437,0.00007222818],"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":[0.0002070121,0.0001697251,0.01608203,0.0001153881,0.00008433294,0.0006023542,0.001642209,0.9381144,0.0004348878,0.02446685,0.005817975,0.01226287],"study_design_scores_gemma":[0.0001899627,0.00007706556,0.002950379,0.000041203,0.00004389514,0.00008723939,0.001085752,0.971908,0.0001693585,0.006439791,0.01698427,0.00002314616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440499,0.001016216,0.03162917,0.004974399,0.0001402167,0.0003192729,0.002282655,0.0005534996,0.1150347],"genre_scores_gemma":[0.9620462,0.0009404618,0.02335417,0.0001891477,0.00002223702,0.000244226,0.0009133071,0.00006412705,0.01222626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2935202,"threshold_uncertainty_score":0.5836235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123574465","doi":"","title":"The Stability of Self Assessed Health Status","year":2000,"lang":"en","type":"preprint","venue":"ANU Open Research (Australian National University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":9,"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":"Psychology; Sample (material); Self-rated health; Demography; Gerontology; Environmental health; Medicine; Sociology","authors":[{"name":"Thomas F. Crossley","is_ca":false},{"name":"Sidney H. Kennedy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3203921080002214,"gpt":0.5005259231572767,"spread":0.1801338151570553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01461544,0.0002253403,0.0005557566,0.00306592,0.0008402201,0.001688561,0.0007174702,0.000591403,0.002701125],"category_scores_gemma":[0.06660008,0.0002443437,0.000571411,0.003277986,0.001536606,0.001354638,0.002026737,0.0008852527,0.0006710597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004072,"about_ca_system_score_gemma":0.00074521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006825926,"about_ca_topic_score_gemma":0.004600159,"domain_scores_codex":[0.9856713,0.00688586,0.001337107,0.001599554,0.003838268,0.0006678126],"domain_scores_gemma":[0.9487742,0.02552456,0.01034493,0.007599761,0.006832571,0.0009239695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000263698,0.00006830841,0.9656155,0.0001074518,0.00034992,0.00008723824,0.00355747,0.0005019921,0.0006697354,0.002999079,0.001096642,0.02468295],"study_design_scores_gemma":[0.000006035542,0.0001094272,0.9915723,0.00004293173,0.00004290096,0.0001775843,0.001376427,0.0009331433,0.0005219067,0.002144663,0.003052454,0.00002041889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720556,0.001020184,0.01037904,0.001226885,0.0001165059,0.0001481789,0.003375957,0.00005889705,0.01161891],"genre_scores_gemma":[0.9963988,0.0001182586,0.001169717,0.0001498061,0.00004195757,0.00007643953,0.001160115,0.00001527741,0.0008695303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461544,"threshold_uncertainty_score":0.07729477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W295176698","doi":"","title":"Breaking the Constitutional Deadlock: Lessons from Deliberative Experiments in Constitutional Change","year":2010,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Political Systems and Governance","field":"Social Sciences","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":"Deliberation; Deliberative democracy; Political science; Legitimacy; Context (archaeology); Democracy; Public administration; Law and economics; Public relations; Law; Sociology; Politics","authors":[{"name":"Ron Levy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3696457355230294,"gpt":0.4803681954296325,"spread":0.1107224599066032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06294979,0.0005946718,0.0009877972,0.001088354,0.004223851,0.006041076,0.00255007,0.005260106,0.01088943],"category_scores_gemma":[0.1741834,0.0004995482,0.0008760928,0.001211283,0.02490788,0.01469991,0.006261363,0.00592963,0.000643697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004575608,"about_ca_system_score_gemma":0.003640607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725252,"about_ca_topic_score_gemma":0.002143144,"domain_scores_codex":[0.9370003,0.05499401,0.001015087,0.002618156,0.002548798,0.001823595],"domain_scores_gemma":[0.7271817,0.2505773,0.005461995,0.01267876,0.00235852,0.001741756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005105852,0.0006419393,0.003012729,0.0004095107,0.0001060037,0.0002234668,0.02203185,0.00664701,0.0008666987,0.936358,0.001960855,0.02723139],"study_design_scores_gemma":[0.0003818643,0.0003327098,0.001251101,0.0001182834,0.00003573786,0.00004877887,0.004263625,0.007217595,0.0009300228,0.9727316,0.01264274,0.00004593395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4601576,0.002441148,0.1319053,0.04200134,0.0008152602,0.001227192,0.0002120677,0.0002671651,0.360973],"genre_scores_gemma":[0.9828859,0.0003420899,0.01179575,0.00176464,0.00007035127,0.0005375206,0.00003017198,0.00004121355,0.00253233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06294979,"threshold_uncertainty_score":0.3329143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1519911134","doi":"","title":"In Search of Restorative Jurisprudence","year":2015,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","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":"Restorative justice; Retributive justice; Imprisonment; Punishment (psychology); Political science; Law; Prison; Criminology; Jurisprudence; Legislation; Economic Justice; Psychology; Social psychology","authors":[{"name":"John Braithwaite","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3694535077376329,"gpt":0.496626081919864,"spread":0.1271725741822312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06347337,0.0009293013,0.002219913,0.006020225,0.01505372,0.02190324,0.006144908,0.01666191,0.009567791],"category_scores_gemma":[0.06502883,0.001037637,0.001712361,0.002926816,0.1166086,0.03037866,0.01883867,0.04126162,0.002469312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02074333,"about_ca_system_score_gemma":0.02738152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009446056,"about_ca_topic_score_gemma":0.006827174,"domain_scores_codex":[0.9542673,0.01687566,0.002067548,0.009911365,0.01311927,0.003758758],"domain_scores_gemma":[0.9478083,0.03068721,0.004015454,0.006356187,0.008028849,0.003103856],"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":[0.000005149165,0.00002259666,0.0001255881,0.00007021719,0.000005884682,0.00004489946,0.004642151,0.00007438244,0.00005884741,0.9891623,0.002644563,0.00314324],"study_design_scores_gemma":[0.00002130569,0.00003541974,0.0003796331,0.000561766,0.000008139498,0.0001322213,0.007251809,0.0003002109,0.0001692723,0.8162528,0.1748637,0.00002367678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01409461,0.03181141,0.05581582,0.4487944,0.004409777,0.0002476671,0.0001102845,0.0001173178,0.4445986],"genre_scores_gemma":[0.7754166,0.01722324,0.03877974,0.1143254,0.008590689,0.000975284,0.0002126547,0.0003573275,0.04411915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06347337,"threshold_uncertainty_score":0.3356833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2378302595","doi":"","title":"A research framework for generalized congestions and market power","year":2010,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Market power; Microeconomics; Electricity market; Electric power system; Economics; Business; Industrial organization; Power (physics); Electricity; Engineering","authors":[{"name":"Yusheng Xue","is_ca":true},{"name":"Tainran Li","is_ca":false},{"name":"Xia Yin","is_ca":false},{"name":"Zhao Yang Dong","is_ca":false},{"name":"Jie Huang","is_ca":false},{"name":"Feng Xue","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1432793495562719,"gpt":0.4099482193310937,"spread":0.2666688697748218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00450136,0.001195262,0.0009646643,0.002971691,0.001273492,0.00403466,0.001663128,0.001785369,0.005120357],"category_scores_gemma":[0.007978508,0.0003830273,0.001290298,0.002322457,0.007095961,0.009125089,0.001996796,0.002445841,0.0003052386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205372,"about_ca_system_score_gemma":0.001580754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224407,"about_ca_topic_score_gemma":0.001011112,"domain_scores_codex":[0.9966673,0.001556928,0.0001429105,0.0006872253,0.0006564842,0.0002891881],"domain_scores_gemma":[0.9953254,0.002661885,0.0007100889,0.0003891265,0.0006694538,0.0002439395],"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":[0.000003166804,0.000009862256,0.00009511464,0.0000232587,0.000005242717,0.00003216878,0.00006734501,0.003088006,0.00009023034,0.9943141,0.0003138452,0.00195772],"study_design_scores_gemma":[0.00001427894,0.00003556,0.0002755538,0.0000341878,0.0000109526,0.00006438788,0.0001447573,0.0316377,0.000118726,0.9599224,0.007726893,0.00001459544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02571689,0.003007956,0.8852354,0.004629317,0.0004047307,0.000289772,0.00017581,0.0001142391,0.08042601],"genre_scores_gemma":[0.8647988,0.003249109,0.1210559,0.0005439957,0.0008925498,0.0007110861,0.0001000932,0.00005301898,0.008595429],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005120357,"threshold_uncertainty_score":0.02380574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123484228","doi":"","title":"Technical Efficiency in the Malaysian Gill Net Artisanal Fishery","year":2002,"lang":"en","type":"preprint","venue":"ANU Open Research (Australian National University)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Marine Fisheries Service; Social Sciences and Humanities Research Council of Canada","keywords":"Artisanal fishing; Fishing; Fishery; Business; Fish <Actinopterygii>; Biology","authors":[{"name":"Dale Squires","is_ca":false},{"name":"R. Quentin Grafton","is_ca":false},{"name":"Mohammed Ferdous Alam","is_ca":false},{"name":"Ishak Haji Omar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1448877655690181,"gpt":0.3504082481777206,"spread":0.2055204826087025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145637,0.0002157983,0.0001239121,0.001707062,0.0002570461,0.0005444763,0.0002915721,0.0001738136,0.002538775],"category_scores_gemma":[0.003925258,0.00008839677,0.000268626,0.0008802037,0.0003875498,0.0006246551,0.0006116547,0.0001528512,0.0005145341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069448,"about_ca_system_score_gemma":0.0005099047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02628554,"about_ca_topic_score_gemma":0.05029695,"domain_scores_codex":[0.9995859,0.00006630022,0.00005562216,0.00008604526,0.0001049865,0.0001011628],"domain_scores_gemma":[0.997044,0.0006606465,0.001153308,0.0003094348,0.0005774705,0.0002551495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000694308,0.00002135665,0.9800929,0.00003146499,0.0000470346,0.0000857841,0.0004022329,0.001731416,0.0007191505,0.0004224123,0.0002559639,0.01612086],"study_design_scores_gemma":[0.000001288854,0.00002107172,0.9979131,0.000008497927,0.000007815259,0.0000651252,0.000265736,0.0008334821,0.0003573351,0.0001173315,0.0004042364,0.000005089023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971615,0.0000474945,0.0002585076,0.00002851536,0.000001177376,0.000005611304,0.0002732648,0.000004834045,0.002219048],"genre_scores_gemma":[0.9972951,0.00004239986,0.0003357123,0.000006723005,0.000001075376,0.000003920276,0.0003286696,0.000002514255,0.001983945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02628554,"threshold_uncertainty_score":0.05226505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122100882","doi":"","title":"Jati, Local Public Goods and Village Governance: Private Actions and Public Outcomes","year":2019,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Public good; Corporate governance; Business; Private good; Local governance; Public economics; Public administration; Economics; Finance; Political science; Microeconomics","authors":[{"name":"Raghbendra Jha","is_ca":false},{"name":"Hari N Nagarajan","is_ca":false},{"name":"Anirudh Tagat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1621366445105882,"gpt":0.3926879825005704,"spread":0.2305513379899821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001544759,0.0001353785,0.0003488616,0.0008485823,0.001214485,0.002999053,0.0003615098,0.0004730558,0.008425366],"category_scores_gemma":[0.00560041,0.00008524581,0.0001949724,0.00132355,0.002745177,0.001610186,0.001774349,0.0007032747,0.000424199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139799,"about_ca_system_score_gemma":0.001204156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008491544,"about_ca_topic_score_gemma":0.01784636,"domain_scores_codex":[0.9989269,0.0004108082,0.00003723906,0.0001048211,0.0001033362,0.0004167784],"domain_scores_gemma":[0.9934415,0.001873309,0.002302561,0.0005914335,0.000504148,0.001287028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004974332,0.0007071543,0.8339641,0.0001825423,0.0001616048,0.000410994,0.006943791,0.00617934,0.0009270085,0.1013871,0.001977156,0.04666163],"study_design_scores_gemma":[0.00005128908,0.0003033437,0.9175484,0.0000666174,0.00008384974,0.0001510547,0.01355711,0.005527814,0.0005002489,0.05712744,0.005053116,0.00002962369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683207,0.0002688638,0.001065998,0.001261427,0.000009938862,0.0000231332,0.0001632875,0.00002088066,0.02886578],"genre_scores_gemma":[0.9992472,0.00001822988,0.00004738203,0.00001172974,0.000003044584,0.00000412625,0.00002132075,0.000001066798,0.0006458666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008491544,"threshold_uncertainty_score":0.02818561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2233254449","doi":"","title":"Success stories? Filipina migrant domestic workers in Canada","year":2005,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Migrant workers; Demographic economics; Gender studies; Business; Sociology; Economic growth; Economics","authors":[{"name":"Deirdre McKay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1084600931424266,"gpt":0.376358017775791,"spread":0.2678979246333645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077777,0.0004294198,0.0003965805,0.00141069,0.03588014,0.01202828,0.001698604,0.002358681,0.01107546],"category_scores_gemma":[0.002957335,0.0002938935,0.0002163608,0.004560568,0.005267772,0.00376419,0.004057195,0.004081964,0.0008596396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06149189,"about_ca_system_score_gemma":0.08962926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859353,"about_ca_topic_score_gemma":0.9947037,"domain_scores_codex":[0.9986818,0.0001418444,0.00001993344,0.00006109996,0.0002481873,0.0008470424],"domain_scores_gemma":[0.9977759,0.0002748344,0.0001618179,0.00004777966,0.0005963434,0.001143386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007193923,0.00008636306,0.02330253,0.00016161,0.00002304037,0.0017143,0.5925653,0.0001570678,0.000167035,0.07363296,0.2432494,0.06486848],"study_design_scores_gemma":[0.000005534964,0.00001251064,0.01869533,0.0002510223,0.00001369517,0.0002212138,0.6709971,0.00006883821,0.00009460011,0.001452697,0.3081557,0.00003181606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4995895,0.02123171,0.0001875459,0.126654,0.001171742,0.00006317275,0.001317837,0.00007244504,0.3497121],"genre_scores_gemma":[0.8632483,0.01210187,0.00011628,0.004744478,0.0001413292,0.00003469601,0.0002923809,0.00006535264,0.1192554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06149189,"threshold_uncertainty_score":0.446157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2207041337","doi":"","title":"The Concept of Deference in Judicial Review of Administrative Decisions in Australia - Part 1","year":2013,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Legal principles and applications","field":"Social 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":"Deference; Judicial deference; Political science; Administrative law; Judicial review; Law; Law and economics; Sociology","authors":[{"name":"Alan Freckelton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4736815141253664,"gpt":0.5166294284328811,"spread":0.04294791430751466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03461004,0.0003803979,0.0006531046,0.004229776,0.007462953,0.01562895,0.003407401,0.01042639,0.001747889],"category_scores_gemma":[0.1316607,0.001092959,0.0005845031,0.002337639,0.03481384,0.007611141,0.009195687,0.009715254,0.000344185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0177908,"about_ca_system_score_gemma":0.02727831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05305501,"about_ca_topic_score_gemma":0.06238747,"domain_scores_codex":[0.9107704,0.04246812,0.007320558,0.005477151,0.02846294,0.005500791],"domain_scores_gemma":[0.9185932,0.04883919,0.007694077,0.005346292,0.01615227,0.003374977],"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":[0.00006163333,0.00006348967,0.003893046,0.0005989128,0.00003435944,0.001719889,0.02973551,0.0009280987,0.0006409173,0.8651304,0.01977185,0.07742189],"study_design_scores_gemma":[0.00009441495,0.0003756357,0.02139683,0.002854558,0.00008231863,0.003800134,0.006735003,0.004038303,0.00123873,0.5066844,0.4523588,0.0003407177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1175669,0.08823601,0.05307999,0.1704286,0.004130869,0.0005955083,0.00009244728,0.0001649949,0.5657046],"genre_scores_gemma":[0.9388402,0.00837208,0.00848634,0.0184695,0.002434056,0.0002496821,0.00002928323,0.00003684286,0.02308211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05305501,"threshold_uncertainty_score":0.1830376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123853777","doi":"10.1177/1743872107086148","title":"'As if' - The Court of Shakespeare &amp; the Relationship of Law and Literature","year":2015,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Argumentative; Law; Argument (complex analysis); Realm; Sociology; Criticism; Object (grammar); Literature; Political science; Philosophy; Art","authors":[{"name":"Desmond Manderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3137925608860499,"gpt":0.4411033107181292,"spread":0.1273107498320793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002051393,0.0003683947,0.0003790104,0.001721577,0.01181446,0.01781459,0.0007748858,0.004798172,0.0130202],"category_scores_gemma":[0.008493158,0.0002480425,0.0002072016,0.001549775,0.02374406,0.008119361,0.003282164,0.005928281,0.003410619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007924218,"about_ca_system_score_gemma":0.007905695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02674635,"about_ca_topic_score_gemma":0.03790541,"domain_scores_codex":[0.9967002,0.001374146,0.0001281123,0.0004670942,0.0009740234,0.0003564221],"domain_scores_gemma":[0.9971782,0.001228863,0.0001922536,0.0003428978,0.0008070701,0.0002508347],"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":[0.000008474952,0.000005978738,0.0001769332,0.00005054748,0.000002742627,0.0001572007,0.008585502,0.00003240371,0.00009835923,0.8610636,0.1102793,0.019539],"study_design_scores_gemma":[0.000002569348,0.000007325054,0.0004171828,0.0003973268,0.000002272208,0.0001626777,0.005208905,0.00006811615,0.0001290496,0.08225974,0.9113341,0.00001071399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006928389,0.04817913,0.003893727,0.1034915,0.007914938,0.00002839267,0.000116147,0.0001179896,0.8293297],"genre_scores_gemma":[0.4475136,0.01845376,0.003434184,0.02378767,0.003803461,0.00009797503,0.0001413782,0.0002340157,0.5025339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02674635,"threshold_uncertainty_score":0.05749446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123055494","doi":"","title":"Striking a Balance between Diversity and Social Cohesion : Examples from Sweden","year":2003,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Research in Social Sciences","field":"Social 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":"Cohesion (chemistry); Diversity (politics); Balance (ability); Sociology; Political science; Psychology; Anthropology","authors":[{"name":"Charles Westin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4838604684031101,"gpt":0.4693373502047677,"spread":0.0145231181983424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003786265,0.00110154,0.0008777488,0.003579058,0.03483268,0.01038032,0.001750392,0.003350075,0.002090484],"category_scores_gemma":[0.005363965,0.0003828463,0.0007270267,0.004054782,0.01346327,0.003854598,0.01399389,0.003555718,0.0007112388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006195553,"about_ca_system_score_gemma":0.003430466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02596819,"about_ca_topic_score_gemma":0.05988128,"domain_scores_codex":[0.9935141,0.004367367,0.0002009897,0.0003252758,0.0005914643,0.001000828],"domain_scores_gemma":[0.9967523,0.001922644,0.0003190455,0.0001527847,0.0003120471,0.0005413216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000310227,0.00003118195,0.003578078,0.0001563645,0.00001809168,0.0021657,0.9679449,0.00009407049,0.000149176,0.01545579,0.00283148,0.007544262],"study_design_scores_gemma":[0.00001085361,0.00003488146,0.006185303,0.0006751066,0.00002550386,0.001142858,0.8690941,0.0001151546,0.0001584954,0.003923387,0.1186095,0.00002493627],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.822147,0.009014507,0.001420369,0.00980111,0.0005169185,0.00004184551,0.00007729308,0.00004700543,0.1569341],"genre_scores_gemma":[0.9814808,0.004178936,0.001176892,0.0009344794,0.0001348794,0.00006213394,0.00009796122,0.00008249728,0.01185137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03483268,"threshold_uncertainty_score":0.05163407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1952399417","doi":"","title":"A new paradigm of international migration between the European Union and Australia: patterns and implications","year":2003,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Migration, Ethnicity, and Economy","field":"Social 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":"European union; Political science; Geography; Economic geography; International trade; Regional science; Economics","authors":[{"name":"Graeme Hugo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.186160729414472,"gpt":0.3985634641477315,"spread":0.2124027347332594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007332434,0.0002032374,0.0004460138,0.002152784,0.003384948,0.006895575,0.001485577,0.001713845,0.003627976],"category_scores_gemma":[0.009615952,0.0002257547,0.0003669926,0.005322381,0.0091923,0.0115975,0.005763347,0.003236966,0.0003176123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00536987,"about_ca_system_score_gemma":0.007141264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03123565,"about_ca_topic_score_gemma":0.05049811,"domain_scores_codex":[0.9948483,0.002730666,0.0003400228,0.0006347496,0.0007983813,0.0006479125],"domain_scores_gemma":[0.9942071,0.002058732,0.001065135,0.000357476,0.001388042,0.000923461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001516598,0.0001303883,0.09317608,0.001117127,0.00005516894,0.001608027,0.2124065,0.0005913817,0.0009066457,0.4662451,0.01254529,0.2110666],"study_design_scores_gemma":[0.00001772897,0.0002398464,0.3438358,0.002029312,0.00004513484,0.001365606,0.3630929,0.001841682,0.0002479929,0.1222678,0.1649207,0.00009540166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5664145,0.02238886,0.009589465,0.2822298,0.001384275,0.0001527708,0.0002920213,0.00004371334,0.1175045],"genre_scores_gemma":[0.9705902,0.01206749,0.004442638,0.006891144,0.0003148514,0.00008537535,0.00008413858,0.00002943453,0.005494775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03123565,"threshold_uncertainty_score":0.06210762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1950433054","doi":"10.25911/5d7a28258852b","title":"Renewing the wealth of nations","year":2005,"lang":"en","type":"dissertation","venue":"ANU Open Research (Australian National University)","topic":"Island Studies and Pacific Affairs","field":"Social 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":"National Archives of Australia; National Library of Australia; University of Warwick","keywords":"Economics; Development economics; Political science; Business; Economic system","authors":[{"name":"Michael Pretes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1972418174685486,"gpt":0.4568875398030465,"spread":0.259645722334498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002340771,0.0004208277,0.0004402425,0.001339947,0.003771092,0.00837326,0.000682552,0.001828214,0.02035805],"category_scores_gemma":[0.00456488,0.0001686836,0.0003441128,0.001091499,0.006429616,0.01153467,0.01012474,0.002605531,0.003298589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220692,"about_ca_system_score_gemma":0.00284963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181006,"about_ca_topic_score_gemma":0.003057192,"domain_scores_codex":[0.9989001,0.0004382762,0.00003306782,0.0001444496,0.0002018478,0.0002822691],"domain_scores_gemma":[0.9988973,0.0001833666,0.0001006199,0.0002853245,0.000162789,0.0003705719],"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":[0.00001693208,0.00001328503,0.0005798603,0.00007048858,0.00000802146,0.0001319241,0.0025813,0.000188899,0.0001501179,0.9106482,0.03289338,0.0527176],"study_design_scores_gemma":[0.000004407607,0.00001926163,0.0004749226,0.0003153759,0.000005380131,0.0001303559,0.001833793,0.0001338229,0.0001661973,0.1496514,0.8472556,0.000009544849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02109132,0.0210816,0.00593036,0.04036773,0.003837795,0.00004978025,0.0001690726,0.0001293626,0.9073431],"genre_scores_gemma":[0.6692528,0.03191591,0.01235934,0.01601341,0.002490353,0.0002010203,0.000371809,0.0002583184,0.2671371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02035805,"threshold_uncertainty_score":0.06810451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2264423444","doi":"","title":"Recent trends in the demography of the indigenous populations of Australia, New Zealand, Canada and the United States of America","year":2002,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Geography; Demography; Genealogy; Ethnology; History; Biology; Sociology; Ecology","authors":[{"name":"K Ross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1580729027916659,"gpt":0.3572069651990614,"spread":0.1991340624073954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003973695,0.0001560585,0.0001823091,0.001916696,0.001030008,0.00083722,0.0005630715,0.0002947379,0.002102902],"category_scores_gemma":[0.001356568,0.0001202708,0.000220427,0.006600465,0.0005988574,0.0008116327,0.0005380933,0.0006613132,0.0001809075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003950957,"about_ca_system_score_gemma":0.00505122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9015408,"about_ca_topic_score_gemma":0.9629623,"domain_scores_codex":[0.9998626,0.00001487461,0.00001282191,0.00002139193,0.00004966937,0.0000385728],"domain_scores_gemma":[0.9992803,0.00007679698,0.0001401023,0.00001527788,0.0003490839,0.000138551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001561337,0.00009914526,0.6545708,0.001442593,0.0001637052,0.0005509423,0.05847711,0.001618416,0.001318536,0.005670174,0.02626992,0.2496626],"study_design_scores_gemma":[0.000001146784,0.00001162936,0.9849122,0.00005764336,0.00001318769,0.0001268726,0.004293896,0.0001471032,0.00003408943,0.0001128854,0.01028228,0.000007222843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497091,0.02239628,0.0003530783,0.003474765,0.0001182608,0.00002889132,0.005899608,0.0000417665,0.01797814],"genre_scores_gemma":[0.9586218,0.02715197,0.001164076,0.0002991181,0.00008171624,0.00002882193,0.003869095,0.00001286013,0.00877045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09845924,"threshold_uncertainty_score":0.1980782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021349224","doi":"10.5244/c.33.40","title":"Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects.","year":2019,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Domain Adaptation and Few-Shot Learning","field":"Computer Science","cited_by":5,"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; Artificial intelligence; Object (grammar); Point cloud; Quality (philosophy); Scale (ratio); Zero (linguistics); Cognitive neuroscience of visual object recognition; Shot (pellet); Machine learning; Pattern recognition (psychology); Computer vision","authors":[{"name":"Ali Cheraghian","is_ca":false},{"name":"Shafin Rahman","is_ca":false},{"name":"Dylan Campbell","is_ca":false},{"name":"Lars Petersson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1535141030712505,"gpt":0.369391187092629,"spread":0.2158770840213785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003581279,0.001988248,0.002384611,0.001696201,0.001045148,0.00179536,0.005584981,0.003332419,0.002678552],"category_scores_gemma":[0.009804723,0.001001635,0.001491884,0.001235836,0.002534008,0.004601604,0.005271433,0.003681621,0.001512964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872592,"about_ca_system_score_gemma":0.001457351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00768756,"about_ca_topic_score_gemma":0.01238799,"domain_scores_codex":[0.9973899,0.0005568935,0.0001136793,0.0009579713,0.0007244396,0.0002571452],"domain_scores_gemma":[0.9951624,0.002209204,0.000300023,0.001392315,0.0006559876,0.000280013],"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":[0.0008802973,0.0007051269,0.006930066,0.000755395,0.0004767545,0.0005120728,0.0005893866,0.2477216,0.01930611,0.01034094,0.01890119,0.6928812],"study_design_scores_gemma":[0.00002636364,0.000197192,0.001076498,0.00003970558,0.00004021371,0.0002365045,0.00008696184,0.9735068,0.008958268,0.01374977,0.002055162,0.00002656928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05793813,0.002038319,0.9292684,0.0004382557,0.0002012696,0.0002298229,0.0006158828,0.006792113,0.002477843],"genre_scores_gemma":[0.7482798,0.000814179,0.2332865,0.001372589,0.0002382925,0.000253905,0.006413741,0.000787329,0.008553763],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00768756,"threshold_uncertainty_score":0.01893985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997675701","doi":"","title":"Strategic Balancing Act: Australia's approach to managing China, the USA and regional security priorities","year":2017,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Business; Regional science; Political science; Public administration; Geography; Law","authors":[{"name":"John Blaxland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3254859779460018,"gpt":0.4362322317203227,"spread":0.1107462537743209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007484809,0.0006508203,0.0003920061,0.002873248,0.008063036,0.0108905,0.002002642,0.006220953,0.005427322],"category_scores_gemma":[0.006737484,0.0004300749,0.0004778158,0.001926301,0.008252718,0.005858558,0.008552122,0.006698956,0.0006492228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0139222,"about_ca_system_score_gemma":0.04844549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05689062,"about_ca_topic_score_gemma":0.09855154,"domain_scores_codex":[0.994152,0.003002837,0.000199456,0.0004071985,0.001450183,0.0007882052],"domain_scores_gemma":[0.9976808,0.0004992077,0.0001961276,0.0001174199,0.0006485469,0.0008578685],"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":[0.00001583958,0.00004301708,0.001329907,0.00009031402,0.00001954245,0.0004706429,0.01629566,0.002115152,0.0004362986,0.920552,0.01760302,0.04102854],"study_design_scores_gemma":[0.00001977167,0.0001158406,0.003484011,0.0005081604,0.00003699707,0.0002753999,0.02108054,0.007071421,0.0005111781,0.3429352,0.623894,0.00006743187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04746059,0.002771263,0.06172508,0.1148313,0.001490862,0.0005755672,0.00006971643,0.0001785907,0.770897],"genre_scores_gemma":[0.7395581,0.001983762,0.03586582,0.01819276,0.0003247501,0.0006882498,0.00005566284,0.00007938567,0.2032514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05689062,"threshold_uncertainty_score":0.1131189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2213700648","doi":"","title":"Introduction: Making Sense of Aids: Culture, Sexuality and Power in Melanesia","year":2008,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Human sexuality; Power (physics); Sense (electronics); Sociology; Gender studies; Electrical engineering; Engineering; Physics","authors":[{"name":"Richard Eves","is_ca":false},{"name":"Leslie Butt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1433654528239699,"gpt":0.3836519369362412,"spread":0.2402864841122713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610785,0.0003993408,0.0002238987,0.0005961461,0.00191749,0.001585836,0.0002830256,0.001158798,0.02076168],"category_scores_gemma":[0.0002420747,0.0001721131,0.00015843,0.0007971954,0.0006569054,0.001369125,0.0007114883,0.001847628,0.002821996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241795,"about_ca_system_score_gemma":0.001650925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01910913,"about_ca_topic_score_gemma":0.06544109,"domain_scores_codex":[0.9999541,0.00001257147,0.000003388001,0.000008663297,0.00001067062,0.00001058105],"domain_scores_gemma":[0.9999195,0.00004371987,0.000004893884,0.000003048115,0.00001565705,0.0000131501],"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":[0.00002981985,0.00008567442,0.001019638,0.0008489489,0.000007120696,0.0004792889,0.02563121,0.0001970298,0.0009880491,0.1485429,0.5717281,0.2504421],"study_design_scores_gemma":[0.00000169908,0.00001416278,0.002025437,0.0005736339,0.000003258122,0.0003635624,0.002739464,0.00004269262,0.0001313108,0.005175542,0.9889228,0.000006368906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009577191,0.1314545,0.001831746,0.02339988,0.005665471,0.000132114,0.0004162599,0.000099494,0.8274233],"genre_scores_gemma":[0.04462213,0.06462732,0.002204395,0.004948607,0.001305877,0.0001364677,0.0002231517,0.00008124772,0.8818508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02076168,"threshold_uncertainty_score":0.06945473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}