{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":193,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":193,"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":"5335551b97a5","filters":{"venue":"Deakin Research Online (Deakin University)"}},"results":[{"id":"W2098281435","doi":"","title":"Living in the iWorld: Two Literacy Researchers Reflect on the Changing Texts and Literacy Practices of Childhood.","year":2011,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transformative learning; Affordance; Literacy; Curriculum; Sociology; Narrative; Pedagogy; Digital literacy; Digital media; Openness to experience; Public relations; Psychology; Political science; Computer science; World Wide Web","authors":[{"name":"Joanne O’Mara","is_ca":false},{"name":"Linda Laidlaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1733240348510507,"gpt":0.4368710817646322,"spread":0.2635470469135816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006418714,0.0001452588,0.0001841162,0.001976778,0.0009014199,0.0002067191,0.001426504,0.0001138662,0.0001261645],"category_scores_gemma":[0.004716874,0.0001038922,0.00006144831,0.004665937,0.0009872456,0.000821021,0.0006753231,0.001077669,0.00001505095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535628,"about_ca_system_score_gemma":0.0003684993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005345217,"about_ca_topic_score_gemma":0.005593575,"domain_scores_codex":[0.9955974,0.002014391,0.0002174035,0.0004055991,0.0009628962,0.0008022895],"domain_scores_gemma":[0.9941434,0.004777443,0.0002111781,0.0004327993,0.0003289874,0.0001061468],"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":[0.0001940503,0.0007986048,0.0310001,0.00002663577,0.00005079756,0.000258673,0.130599,7.998121e-7,0.0000422292,0.7984288,0.0003110399,0.03828925],"study_design_scores_gemma":[0.001155415,0.0006076028,0.2098485,0.0009526695,0.00002285175,0.00001597182,0.08850783,0.000128325,0.0002275553,0.01952389,0.6784632,0.0005462138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901856,0.00008780966,0.00000686212,0.005438355,0.00003322289,0.0005654091,0.000008595292,0.00004349837,0.09196026],"genre_scores_gemma":[0.997338,0.0002541197,0.0004698049,0.0001660319,0.00008825194,0.000003596771,0.000004942505,0.0000123246,0.001662921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7789049,"threshold_uncertainty_score":0.8080406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W153071900","doi":"","title":"Success Factors for High-Technology SMEs: A Case Study from Australia","year":2000,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Obsolescence; Commercialization; Business; Marketing; Product (mathematics); Process (computing); Industrial organization","authors":[{"name":"Lorraine Warren","is_ca":false},{"name":"William Hutchinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1693099648464574,"gpt":0.3521368887803076,"spread":0.1828269239338503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005714644,0.0002223352,0.0004455147,0.002249728,0.0004428147,0.00009788845,0.0007676434,0.0002705693,0.002905337],"category_scores_gemma":[0.0001976229,0.0002663685,0.0001016644,0.00296125,0.0002203038,0.0003252641,0.0001664518,0.0005872837,0.0002998097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297526,"about_ca_system_score_gemma":0.00006446293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04158457,"about_ca_topic_score_gemma":0.0064043,"domain_scores_codex":[0.9979009,0.00008170274,0.0004616106,0.0007840309,0.0001267992,0.0006449308],"domain_scores_gemma":[0.9985748,0.0002860366,0.0001508958,0.0005945917,0.0002505569,0.0001431108],"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":[0.0002278248,0.001819589,0.3462626,0.00003164374,0.0002815596,0.002900685,0.0005660707,0.00004618709,0.00002453659,0.6442841,0.001949639,0.001605615],"study_design_scores_gemma":[0.006440181,0.001349799,0.1157153,0.00003399536,0.00003404907,0.00004884149,0.008044443,0.0009391711,0.000206343,0.02933231,0.8368793,0.0009763059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948381,0.00001883808,0.000390662,0.001068486,0.0001394768,0.0008202853,0.001812115,0.000108862,0.0008032412],"genre_scores_gemma":[0.9921042,0.00001227315,0.0009659227,0.00003415509,0.000109804,0.000008111764,0.0002348207,0.00003148742,0.006499191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8349296,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1494995847","doi":"","title":"A Study of Face-to-Face and Online Teaching Philosophies in Canada and Australia","year":2007,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Ligne; Ethnology; Face-to-face; Face (sociological concept); Humanities; Sociology; Pedagogy; Geography; Art; Social science; Philosophy; Epistemology; Archaeology","authors":[{"name":"Elizabeth Stacey","is_ca":false},{"name":"Faye Wiesenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1194456304567863,"gpt":0.4109031365753339,"spread":0.2914575061185476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002422601,0.0001541306,0.0003001674,0.001197303,0.0004891086,0.00003690903,0.0004491872,0.00009825572,0.00002189796],"category_scores_gemma":[0.0006777258,0.0001689231,0.00002302556,0.001593523,0.0002634253,0.0002293884,0.0004073439,0.001023247,0.00000129854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000534019,"about_ca_system_score_gemma":0.001131671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574199,"about_ca_topic_score_gemma":0.9973085,"domain_scores_codex":[0.996834,0.0008225382,0.0002690844,0.0004375516,0.0009155367,0.0007212863],"domain_scores_gemma":[0.9984816,0.0006792914,0.00008562964,0.0002014487,0.0001941886,0.0003578096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005563604,0.002224534,0.887066,0.0001077266,0.0001240298,0.002395383,0.0199382,0.0005849474,0.0005083999,0.04201911,0.0003096997,0.04416557],"study_design_scores_gemma":[0.001907577,0.0006984028,0.4813648,0.0001649952,0.00002740355,0.000004738762,0.303252,0.0001251716,0.00003160982,0.0002186404,0.211796,0.0004086964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963529,0.00001882374,0.00002243201,0.002178634,0.00004433511,0.0005224891,0.00005036916,0.00002063011,0.0007893516],"genre_scores_gemma":[0.9973044,0.0000330759,0.001518684,0.00002241006,0.0001269151,3.744674e-7,0.00001051345,0.00001203966,0.0009716309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4057013,"threshold_uncertainty_score":0.6888483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145344416","doi":"","title":"Reflecting on Participatory Research in Environmental Education: Some Issues for Methodology","year":2003,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Praxis; Technocracy; Environmental education; Participatory action research; Citizen journalism; Sociology; Dilemma; Rationality; Curriculum; Engineering ethics; Educational research; Pedagogy; Political science; Epistemology; Engineering; Politics","authors":[{"name":"Ian Robottom","is_ca":false},{"name":"Lucie Sauvee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6836133132106259,"gpt":0.5880920505610406,"spread":0.09552126264958527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009891697,0.0001305476,0.00021957,0.001397283,0.001500772,0.0000725027,0.0004601584,0.0002186153,0.0002782476],"category_scores_gemma":[0.001712649,0.0001367865,0.00007687561,0.00145811,0.0007909799,0.0003244324,0.00009255332,0.0007782163,0.0000637913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009871891,"about_ca_system_score_gemma":0.001076426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00683496,"about_ca_topic_score_gemma":0.01106803,"domain_scores_codex":[0.9900959,0.007121419,0.0002368293,0.0005561443,0.0009224071,0.001067367],"domain_scores_gemma":[0.9961894,0.002950696,0.00006614852,0.0003240074,0.0002116611,0.0002580933],"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":[0.0001912115,0.0009049174,0.005170614,0.00001736764,0.00001865215,0.00002606344,0.004241957,0.00005298292,0.0003971689,0.9830661,0.001139161,0.004773752],"study_design_scores_gemma":[0.0006184446,0.0003245488,0.004369582,0.00006149811,0.000008374057,8.915517e-7,0.01217239,0.00006284053,0.001038288,0.03010709,0.9510432,0.0001928277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981137,0.0001151394,0.00007806528,0.004499765,0.0002598837,0.0009871881,0.00002756196,0.0000381557,0.01285725],"genre_scores_gemma":[0.9901065,0.0001515939,0.002902725,0.00008806308,0.0005163386,0.00002423402,0.00004005786,0.00002100099,0.006149527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9529591,"threshold_uncertainty_score":0.9997991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1521327882","doi":"","title":"Guest editorial : technology supported cognition and exploratory learning","year":2012,"lang":"en","type":"editorial","venue":"Deakin Research Online (Deakin University)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Cognition; Educational technology; Exploratory research; Computer science; Cognitive science; Psychology; Mathematics education; Knowledge management; Human–computer interaction; Sociology","authors":[{"name":"Dirk Ifenthaler","is_ca":false},{"name":"Pedro Isaías","is_ca":false},{"name":"Kinshuk Kinshuk","is_ca":true},{"name":"Demetrios G. Sampson","is_ca":false},{"name":"J. Michael Spector","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03273887103801948,"gpt":0.3248970361027111,"spread":0.2921581650646916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002301532,0.000533303,0.0006925398,0.00391709,0.0008883653,0.0003428263,0.002338847,0.002223559,0.00002135887],"category_scores_gemma":[0.003524855,0.0006088024,0.0001512755,0.003571949,0.0006683475,0.0009153893,0.002576742,0.007774535,0.0001528879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003778434,"about_ca_system_score_gemma":0.001577326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002307612,"about_ca_topic_score_gemma":0.0001662481,"domain_scores_codex":[0.9932621,0.00115354,0.0004235267,0.001306126,0.002436058,0.001418687],"domain_scores_gemma":[0.9939055,0.00171237,0.000380129,0.0009186027,0.002580029,0.000503365],"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":[0.00007187871,0.0003569711,0.0002156294,0.0001372867,0.0001416771,0.0004745798,0.0001265308,0.00001479912,0.000171837,0.007048981,0.9892745,0.001965352],"study_design_scores_gemma":[0.00106735,0.0004440743,0.00001884091,0.0002382287,0.00008305789,0.000007959788,0.0003113639,0.0008841101,0.00004739204,0.0005063704,0.9958004,0.0005908823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002842457,0.0001834321,0.001939116,0.001851394,0.9909432,0.0004028225,0.0002048687,0.0009247973,0.0007079352],"genre_scores_gemma":[0.009158734,0.0004725193,0.002304002,0.000008121572,0.9837987,0.000003801885,0.001171224,0.00007978652,0.003003068],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.007144435,"threshold_uncertainty_score":0.9996364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W96005214","doi":"","title":"Evaluation of the new social work degree qualification in England. Volume 1 : findings","year":2008,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Degree (music); Work (physics); Volume (thermodynamics); Engineering","authors":[{"name":"Joan Orme","is_ca":false},{"name":"Gillian MacIntyre","is_ca":false},{"name":"Pam Green Lister","is_ca":false},{"name":"Kate Kavanagh","is_ca":false},{"name":"Beth R. Crisp","is_ca":false},{"name":"Endellion Sharpe","is_ca":false},{"name":"Jill Manthorpe","is_ca":false},{"name":"Shereen Hussein","is_ca":false},{"name":"Jo Moriarty","is_ca":false},{"name":"Martin Stevens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3369587195625584,"gpt":0.4578932437226785,"spread":0.1209345241601201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007739947,0.00008472881,0.0001372988,0.0004541791,0.001821554,0.00003255465,0.0007126489,0.0002063171,0.0008428493],"category_scores_gemma":[0.00660251,0.00008706911,0.00008225509,0.006626083,0.0005717363,0.0003052661,0.0001090654,0.0005986317,0.00006160758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009439206,"about_ca_system_score_gemma":0.003323453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094163,"about_ca_topic_score_gemma":0.01690039,"domain_scores_codex":[0.992088,0.004739999,0.0002025234,0.000252204,0.00232766,0.0003896782],"domain_scores_gemma":[0.9971654,0.00108237,0.0001463061,0.0002189541,0.001269864,0.000117076],"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":[0.0005337743,0.001500551,0.1681678,0.00002256038,0.0001429794,0.00002381349,0.1819802,0.0001127309,0.0002961958,0.3917538,0.17894,0.07652554],"study_design_scores_gemma":[0.00060765,0.00001236499,0.1741221,0.00001105591,0.00002506574,2.629168e-7,0.005843964,0.00004462141,0.00001967641,0.0008856128,0.8183454,0.00008229311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395868,0.00002384028,0.00005120258,0.04254884,0.0007923529,0.0005313628,0.00000861593,0.0000275535,0.01642946],"genre_scores_gemma":[0.9887198,0.00003434581,0.0001909753,0.0000401953,0.001026585,0.00000217459,0.0000163057,0.000008829857,0.009960815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6394054,"threshold_uncertainty_score":0.9994779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W49470598","doi":"","title":"English for General Academic Purposes:Catering for Discipline Specific Needs.","year":2001,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Variety (cybernetics); English for academic purposes; Mathematics education; Preference; Discipline; Psychology; Academic year; English language; Pedagogy; Higher education; Sociology; Medical education; Political science; Social science; Computer science; Geography; Mathematics; Medicine","authors":[{"name":"Indika Liyanage","is_ca":false},{"name":"Gary John Birch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2670603888586199,"gpt":0.5141244688059234,"spread":0.2470640799473036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001673409,0.0001806847,0.0002394273,0.001242707,0.001428083,0.0001303762,0.001017651,0.0002722289,0.0002382628],"category_scores_gemma":[0.001227375,0.0002024306,0.0001740059,0.001965683,0.0004739396,0.0003634321,0.0002037592,0.000542519,0.0000238423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005018695,"about_ca_system_score_gemma":0.0007267161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352398,"about_ca_topic_score_gemma":0.002952251,"domain_scores_codex":[0.9972863,0.0003139719,0.0002659159,0.0004466094,0.0005705872,0.001116618],"domain_scores_gemma":[0.9972637,0.0008010446,0.0001009533,0.000306047,0.001071079,0.0004572068],"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":[0.0006675178,0.0004303112,0.001810543,0.00007699054,0.00005375472,0.00002107852,0.02166183,0.000101603,0.001290139,0.9137966,0.0266499,0.03343975],"study_design_scores_gemma":[0.000913873,0.00008318798,0.0008214156,0.00003009251,0.00001056543,8.929475e-7,0.009768572,0.0004957035,0.0001404054,0.0009754731,0.9865309,0.0002288929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645548,0.00007481172,0.002024908,0.009382773,0.000962266,0.001996638,0.0003291408,0.0002092806,0.02046536],"genre_scores_gemma":[0.874153,0.001260956,0.009403843,0.0002877674,0.01112529,0.0000459423,0.0005339241,0.00008154079,0.1031077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.959881,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1500633103","doi":"","title":"Empowerment : a contextual perspective","year":2005,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Sociology; Epistemology; Perspective (graphical); Critical theory; Context (archaeology); Social work; Work (physics); Empowerment; Critical practice; Engineering ethics; Social science; Political science; Engineering; Computer science","authors":[{"name":"Janis Fook","is_ca":true},{"name":"Christine Morley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1118930490776578,"gpt":0.4577582492021308,"spread":0.345865200124473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002101981,0.0001255496,0.0001618445,0.000580713,0.002215692,0.0001401173,0.0007170765,0.0001903088,0.003595779],"category_scores_gemma":[0.002922946,0.0001490101,0.0001027235,0.002834282,0.0007903538,0.0005627482,0.0001729191,0.0008263171,0.0008400256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935028,"about_ca_system_score_gemma":0.001682226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01351713,"about_ca_topic_score_gemma":0.02461774,"domain_scores_codex":[0.9958223,0.001725725,0.000144623,0.0004156284,0.001173659,0.0007180409],"domain_scores_gemma":[0.9961894,0.001695239,0.00008591041,0.0002642528,0.001382189,0.0003829839],"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":[0.0001197368,0.000520081,0.0003923433,0.00000215208,0.00004102824,0.0000422533,0.01298651,0.000005217974,0.00002465753,0.9205425,0.06050782,0.004815698],"study_design_scores_gemma":[0.000425869,0.00005597293,0.001032876,0.000008433562,0.00001095452,7.025012e-7,0.1208338,0.00001970342,0.00001183168,0.0008310166,0.8766218,0.0001471148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2035571,0.00009758245,0.0002351419,0.1887603,0.002014988,0.0008338487,0.00005047744,0.0002619099,0.6041886],"genre_scores_gemma":[0.936224,0.0001019036,0.001043234,0.0003286359,0.004371661,0.000002453861,0.00001500034,0.00001661714,0.0578965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9197115,"threshold_uncertainty_score":0.999938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W70129259","doi":"","title":"Whole story : a new framework for conducting investigative interviews about sexual asault","year":2012,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Sexual Assault and Victimization Studies","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":"Sexual assault; Conviction; Criminology; Commission; Economic Justice; Sexual abuse; Royal Commission; Political science; Criminal justice; Child sexual abuse; Law; Psychology; Poison control; Suicide prevention; Medicine; Medical emergency","authors":[{"name":"Patrick Tidmarsh","is_ca":false},{"name":"Martine B. Powell","is_ca":false},{"name":"Elli Darwinkel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3997674592442519,"gpt":0.4715659239077282,"spread":0.07179846466347628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002836275,0.000207267,0.000329395,0.0006157195,0.002074134,0.0001037737,0.0006943621,0.0002809464,0.0001630095],"category_scores_gemma":[0.004812876,0.0002185343,0.0001006505,0.001959801,0.001069171,0.0008111353,0.0003555677,0.0009501905,0.00008659303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004851382,"about_ca_system_score_gemma":0.0007478446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485384,"about_ca_topic_score_gemma":0.00687622,"domain_scores_codex":[0.9959955,0.001398107,0.0002283237,0.0004335949,0.00084588,0.001098555],"domain_scores_gemma":[0.9962032,0.002026832,0.0001707294,0.0002772462,0.0007000557,0.0006219498],"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":[0.0002061534,0.0006209199,0.01253358,0.00008967758,0.0003152517,0.00001852965,0.1071375,0.00003946411,0.0005533912,0.772297,0.07406139,0.03212709],"study_design_scores_gemma":[0.0004546272,0.0001154196,0.001308149,0.00006981532,0.00002402468,4.290591e-7,0.09924026,0.00005391342,0.00006439617,0.001748124,0.8966885,0.0002323236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926725,0.0008925822,0.02862848,0.02568836,0.001499746,0.0021905,0.0002285661,0.000438184,0.01370852],"genre_scores_gemma":[0.9029725,0.0001175819,0.04509272,0.0006870923,0.004476882,0.00001759492,0.0001479932,0.00006978341,0.0464179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8226271,"threshold_uncertainty_score":0.999225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W49941462","doi":"","title":"Corporate income tax coordination as a response to international tax competition and international tax arbitrage","year":2003,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","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":"Economics; Tax competition; Indirect tax; Tax reform; Value-added tax; Ad valorem tax; Tax avoidance; Double taxation; Corporate tax; Tax credit; International taxation; Tax basis; State income tax; Direct tax; Public economics; Arbitrage; International economics; Monetary economics; Microeconomics; Finance; Gross income","authors":[{"name":"Tim Edgar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05800437686894692,"gpt":0.301699234595746,"spread":0.2436948577267991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001596399,0.0002246578,0.0002042388,0.002430706,0.0004045446,0.0004662792,0.0006264722,0.0001142835,0.001234212],"category_scores_gemma":[0.001852922,0.0002593211,0.00006820078,0.002023916,0.0001917662,0.001303607,0.0004760589,0.0005237269,0.0005505548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000366048,"about_ca_system_score_gemma":0.0002027243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279015,"about_ca_topic_score_gemma":0.001506327,"domain_scores_codex":[0.9976734,0.0002436069,0.0002925142,0.0005693058,0.0008191478,0.0004020262],"domain_scores_gemma":[0.9976825,0.0002181891,0.0003984163,0.000272033,0.001323962,0.0001049321],"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":[0.002233776,0.0004854745,0.02584105,0.00006068994,0.00008671295,0.0004987033,0.00005889999,0.0003266375,0.01041432,0.9516096,0.006708395,0.001675739],"study_design_scores_gemma":[0.001751131,0.00006431437,0.04491118,0.0001187088,0.00001366874,0.00001593097,0.000473973,0.003728587,0.0001572267,0.00593906,0.9424857,0.0003405063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607901,0.000006201902,0.002292772,0.01339586,0.0004887533,0.0004984937,0.0001309591,0.000110903,0.02228595],"genre_scores_gemma":[0.9753507,0.00001467788,0.001001323,0.0008269123,0.0003908759,0.000006219991,0.0002668134,0.00002841497,0.02211405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9456705,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7073877494","doi":"","title":"The role of the medical emergency team in end-of-life care : a multicenter, prospective, observational study","year":2012,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","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":"Observational study; Audit; Medical care; Emergency department; Emergency medical services; Medical therapy; Emergency medical care","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0946196325624373,"gpt":0.3838762205307155,"spread":0.2892565879682781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053921,0.0001195254,0.0002379222,0.0002706238,0.0002126066,0.000005082185,0.0006522961,0.0001093801,0.0001152898],"category_scores_gemma":[0.005394776,0.00007865274,0.0001055671,0.001343726,0.0003471563,0.0001062777,0.0006695993,0.0007543482,0.000004202535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904966,"about_ca_system_score_gemma":0.0007431944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432768,"about_ca_topic_score_gemma":0.00492675,"domain_scores_codex":[0.9969121,0.0005228229,0.0003255728,0.0002112465,0.001564251,0.0004639831],"domain_scores_gemma":[0.9976116,0.0009088049,0.0001150351,0.0004462521,0.0006523534,0.0002659358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005035865,0.001909133,0.9831244,0.00004268059,0.0000705429,0.00002011647,0.0009181843,0.000009348583,0.00008490687,0.01099394,0.0001484828,0.002174698],"study_design_scores_gemma":[0.002068476,0.0002732718,0.9553944,0.0001465723,0.00003249693,0.000002427611,0.01095282,0.0005213743,0.0002136764,0.00005134525,0.0302703,0.00007287443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943898,0.0004916179,0.00001297759,0.0005847666,0.0001106667,0.0009364833,0.0000751665,0.00001538607,0.003383097],"genre_scores_gemma":[0.9993334,0.00007575613,0.0001876595,0.00001378542,0.0001264347,0.000005017488,0.00002849477,0.0000121153,0.0002173803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03012182,"threshold_uncertainty_score":0.6542186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1593775916","doi":"","title":"‘Learning what real work…means’:: Ambiguous attitudes towards employment in the Girl’s Own Paper","year":2010,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":10,"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":"Girl; Ambivalence; Femininity; Working class; Ideal (ethics); Middle class; Upper class; Gender studies; Sociology; Psychology; Political science; Law; Social psychology; Social science; Developmental psychology; Politics","authors":[{"name":"Kristine Moruzi","is_ca":true},{"name":"Michelle J. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.137821880949229,"gpt":0.3444834852218191,"spread":0.2066616042725901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001858305,0.0002537942,0.0003223373,0.0004413717,0.002151536,0.0003545254,0.0008101394,0.0001651233,0.0008154319],"category_scores_gemma":[0.0001952848,0.0002003477,0.0001664634,0.0007136766,0.0009228396,0.0005464085,0.0002904382,0.002133965,0.00007405962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004864729,"about_ca_system_score_gemma":0.0002182442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02747466,"about_ca_topic_score_gemma":0.08777741,"domain_scores_codex":[0.996362,0.0007349451,0.0002776757,0.0006681776,0.001065486,0.000891774],"domain_scores_gemma":[0.9984503,0.0002481961,0.00009249444,0.0005317178,0.0004916248,0.0001856963],"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":[0.0006982986,0.003852973,0.01343609,0.0004075964,0.0003762596,0.0008686264,0.3167107,0.0001022041,0.0002437143,0.4747677,0.02824952,0.1602863],"study_design_scores_gemma":[0.0003793506,0.0002552972,0.01761219,0.00004511016,0.00001432989,0.000002999572,0.05177981,0.000010416,0.000003698375,0.0001689684,0.9295011,0.0002267229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484961,0.0003618262,0.000005033981,0.01261222,0.001097247,0.0006247329,0.00002105561,0.0001452014,0.03663655],"genre_scores_gemma":[0.9622219,0.003830676,0.0001177165,0.0003566164,0.00193695,0.00001275885,0.00005525906,0.00003743909,0.03143074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9012516,"threshold_uncertainty_score":0.9991475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W611655616","doi":"","title":"Reading aids for adults with low vision (review)","year":2013,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","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":"Reading (process); Medicine; Population; Optometry","authors":[{"name":"Gianni Virgili","is_ca":false},{"name":"Ruthy Acosta","is_ca":false},{"name":"Lori L. Grover","is_ca":false},{"name":"Sharon A Bentley","is_ca":false},{"name":"Giovanni Giacomelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02564323062482987,"gpt":0.3520402585861634,"spread":0.3263970279613335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006002366,0.0002433045,0.0003452884,0.00074346,0.000297849,0.00004115033,0.0007272146,0.0001712515,0.001177047],"category_scores_gemma":[0.0001384909,0.0002212344,0.0001819966,0.001116453,0.0002619152,0.0002929646,0.0002254854,0.0005286157,0.0004570527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637877,"about_ca_system_score_gemma":0.0001280351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00343415,"about_ca_topic_score_gemma":0.000612542,"domain_scores_codex":[0.9974414,0.0003125411,0.0002416461,0.0007272736,0.0003823061,0.0008948977],"domain_scores_gemma":[0.9978456,0.0004146025,0.0001080842,0.0006613506,0.0006798622,0.0002904269],"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":[0.003220886,0.003602742,0.003946099,0.003366068,0.0007519638,0.0003163029,0.0007822945,0.00005495762,0.001227007,0.5561711,0.1747867,0.2517739],"study_design_scores_gemma":[0.005127924,0.003114959,0.03065141,0.002231222,0.00007123168,0.00001295347,0.002707215,0.0007248435,0.00003361882,0.0005952709,0.9540326,0.0006967412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592991,0.0005437895,0.001561712,0.002573213,0.0002205244,0.003239114,0.0001423173,0.0001340187,0.03228624],"genre_scores_gemma":[0.9815997,0.001299875,0.004463067,0.000466565,0.0001940369,0.00006904189,0.0003749034,0.00009261072,0.01144022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7792459,"threshold_uncertainty_score":0.999736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1861445544","doi":"","title":"Moving towards increased cultural competency in public health research","year":2008,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Cultural Competency in Health Care","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":"Public relations; Cultural competence; Psychological intervention; Competence (human resources); Public health; Political science; Government (linguistics); Medicine; Sociology; Psychology; Nursing; Pedagogy; Social psychology","authors":[{"name":"Lisa Gibbs","is_ca":false},{"name":"Elizabeth Waters","is_ca":false},{"name":"André M. N. Renzaho","is_ca":false},{"name":"Maree Kulkens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4067467841030664,"gpt":0.4713374400531073,"spread":0.06459065595004099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01157736,0.0002914394,0.0005647206,0.003061116,0.005229651,0.0001989133,0.00239316,0.000348616,0.0004515336],"category_scores_gemma":[0.006245946,0.0003012861,0.0001788232,0.01087614,0.002634797,0.001184119,0.0009578361,0.003194275,0.0001439805],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005537373,"about_ca_system_score_gemma":0.01135451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3079408,"about_ca_topic_score_gemma":0.1701614,"domain_scores_codex":[0.9803877,0.01056042,0.00060354,0.001009874,0.004091234,0.003347241],"domain_scores_gemma":[0.9923944,0.001703517,0.0001622148,0.0006855065,0.003578114,0.001476268],"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":[0.0003126807,0.00161089,0.08400931,0.0003015033,0.00006683532,0.00341762,0.04744587,0.00003468131,0.0003210544,0.8316888,0.01663738,0.01415334],"study_design_scores_gemma":[0.001071399,0.0003134224,0.09819318,0.000195865,0.000002089155,0.00002211144,0.04261773,0.0002173376,0.00001076848,0.0007406138,0.8562341,0.0003814294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196215,0.0002450182,0.00001324298,0.03441408,0.0002445239,0.001335369,0.00009273338,0.0002339507,0.04379957],"genre_scores_gemma":[0.9930439,0.001433217,0.001748571,0.0002627514,0.0005776358,0.000009913797,0.0001388664,0.0000325238,0.002752636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8395967,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127919043","doi":"","title":"ONE HUNDRED YEARS OF CITATION OF AUTHORITY ON THE SUPREME COURT OF NEW SOUTH WALES","year":2008,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Legal principles and applications","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":"Supreme court; Citation; Law; Common law; Legal citation; Context (archaeology); Political science; Supreme Court Decisions; State (computer science); Certiorari; Precedent; Original jurisdiction; Comparative law; History; Black letter law; Private law","authors":[{"name":"Ingrid Nielsen","is_ca":false},{"name":"Russell Smyth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2317809952112769,"gpt":0.3829338067663177,"spread":0.1511528115550408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002256,0.00005765254,0.0001837485,0.000358473,0.0003485643,0.000008333178,0.0006872452,0.0000977157,0.00007377755],"category_scores_gemma":[0.0006420754,0.0000656913,0.00009792922,0.001582938,0.0009858317,0.0001010646,0.0001469271,0.0002945192,0.00001025097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036641,"about_ca_system_score_gemma":0.0007682069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02148327,"about_ca_topic_score_gemma":0.003613905,"domain_scores_codex":[0.9979209,0.0004368236,0.0002061514,0.0001901876,0.0009857496,0.0002602465],"domain_scores_gemma":[0.9981765,0.0006495531,0.000175184,0.000320565,0.0005621359,0.0001161245],"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":[0.0001108616,0.0004050565,0.002131048,0.00002138333,0.00004311344,0.00000569147,0.007242452,0.00006804488,0.002092091,0.9843916,0.0004714571,0.003017198],"study_design_scores_gemma":[0.00176975,0.0006236981,0.5395253,0.0002433995,0.00007211279,8.160284e-7,0.02373573,0.0004265756,0.006110116,0.01006933,0.4170473,0.0003758809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897765,0.000009323905,0.0002280013,0.003091382,0.00002036596,0.0003578017,0.0001287862,0.00001696967,0.006370893],"genre_scores_gemma":[0.9974354,0.00007754699,0.0009916933,0.00000923868,0.00007485176,6.014606e-7,0.00001573215,0.00000675894,0.001388171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9743223,"threshold_uncertainty_score":0.9850327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2244582009","doi":"","title":"Designing problems : what kinds of open-ended problems do preservice teachers pose?","year":2009,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Mathematics Education and Teaching Techniques","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":"Mathematics education; Focus (optics); Mathematical problem; Process (computing); Computer science; Educational technology; Teaching method; Pedagogy; Psychology","authors":[{"name":"Cynthia Nicol","is_ca":false},{"name":"Leicha A. Bragg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1595172710417057,"gpt":0.4296738405584919,"spread":0.2701565695167861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005395022,0.0002033108,0.0003499841,0.001092742,0.0009548465,0.0007022007,0.003064939,0.0002449096,0.0003255754],"category_scores_gemma":[0.0008010545,0.0002161741,0.0001054358,0.002423731,0.0004320213,0.001667462,0.0005619308,0.0008829335,0.00001359553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121499,"about_ca_system_score_gemma":0.0009518213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009222417,"about_ca_topic_score_gemma":0.003143203,"domain_scores_codex":[0.9953207,0.001778204,0.0003619337,0.0005266482,0.001240936,0.0007715435],"domain_scores_gemma":[0.9973908,0.000541724,0.0002660062,0.0006446115,0.0008270918,0.0003297688],"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":[0.00006636096,0.0019475,0.0007656676,0.0001422331,0.00006930903,0.00002896695,0.03806987,0.00005552766,0.003591376,0.934826,0.006392048,0.0140452],"study_design_scores_gemma":[0.001082627,0.0005247367,0.0009287,0.001294719,0.00004119287,0.00000366123,0.03270278,0.0003373115,0.001338126,0.1161617,0.8450009,0.0005835468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4337631,0.0004300418,0.02269358,0.02909968,0.0004509172,0.008410458,0.00005900521,0.001188668,0.5039046],"genre_scores_gemma":[0.9610785,0.0003756895,0.0328674,0.0001157777,0.0001374288,0.000008109222,0.00003645517,0.00002627543,0.005354375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8386088,"threshold_uncertainty_score":0.9973752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773379600","doi":"","title":"What's wrong with this picture? Directors and gender inequality in the Canadian screen-based production industry","year":2016,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Production (economics); Inequality; Gender inequality; Labour economics; Social inequality; Economics; Business; Political science; Sociology; Advertising; Mathematics","authors":[{"name":"Amanda Coles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1718460132060745,"gpt":0.3606705284217758,"spread":0.1888245152157013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002162812,0.000138165,0.0001371871,0.0005273978,0.001188828,0.0002575418,0.0004766542,0.0003227757,0.0003720851],"category_scores_gemma":[0.0004878424,0.0000824941,0.00002740053,0.001868395,0.0008267913,0.0006413572,0.00007502041,0.0008628261,0.000005740696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125457,"about_ca_system_score_gemma":0.001857849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5293346,"about_ca_topic_score_gemma":0.9489987,"domain_scores_codex":[0.9968591,0.001076955,0.0001306817,0.0004061769,0.0008601641,0.0006669754],"domain_scores_gemma":[0.99871,0.000307566,0.00005486617,0.0002486253,0.0003784547,0.0003005345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005138398,0.0004682252,0.7986676,0.00005838262,0.0001433664,0.0008727415,0.01757964,0.00006319315,0.0001573144,0.06606752,0.06097408,0.05443405],"study_design_scores_gemma":[0.0004455551,0.0000549795,0.1834312,0.0001212427,0.000008608144,0.000002079707,0.01514495,0.000006829673,0.0000574484,0.0001177315,0.8004108,0.0001985185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409017,0.00002616878,0.000007796948,0.05414794,0.0001028352,0.0005270176,0.00002561714,0.00002906102,0.004231837],"genre_scores_gemma":[0.9906022,0.00005827568,0.0000954927,0.0001699447,0.0001939165,0.000002855757,0.00001703621,0.00000840516,0.008851899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7394367,"threshold_uncertainty_score":0.9143626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W66182242","doi":"","title":"Linking BI Competency and Assimilation through Absorptive Capacity: A Conceptual Framework","year":2013,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":8,"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":"Absorptive capacity; Knowledge management; Conceptual framework; Leverage (statistics); Assimilation (phonology); Business; Computer science; Sociology","authors":[{"name":"William Yeoh","is_ca":false},{"name":"Gregory Richards","is_ca":true},{"name":"Shan Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1723168473898762,"gpt":0.3381840865855468,"spread":0.1658672391956705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004615315,0.0002716593,0.0003002267,0.0008611266,0.0006843098,0.0005056658,0.0007477581,0.0002772439,0.001032205],"category_scores_gemma":[0.0005005225,0.0002694258,0.0000734561,0.002381413,0.0009144984,0.003297009,0.0009304441,0.0009857395,0.0005122697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110361,"about_ca_system_score_gemma":0.00009212099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007551558,"about_ca_topic_score_gemma":0.0006708289,"domain_scores_codex":[0.9975357,0.00009376238,0.0002655023,0.0006479315,0.0007523079,0.0007047986],"domain_scores_gemma":[0.9977275,0.0004422911,0.0001846061,0.0004352131,0.001160144,0.0000503122],"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":[0.00006591065,0.0002241545,0.02078954,0.000154656,0.00005314919,0.00006414019,0.0002553239,0.00003987838,0.000496665,0.9679635,0.002423174,0.007469904],"study_design_scores_gemma":[0.0006999097,0.00006430291,0.04759444,0.000616752,0.00005796306,0.000008145074,0.003293917,0.01057669,0.0001189958,0.06500543,0.8712525,0.0007109104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567561,0.00006661067,0.01746617,0.003716138,0.0003164251,0.0007943114,0.00005852751,0.0002219892,0.02060379],"genre_scores_gemma":[0.9907174,0.00007795229,0.006914472,0.0005998922,0.0009907999,0.000004765586,0.0002037058,0.00003424221,0.00045683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9029581,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W197830699","doi":"","title":"Fault-tolerant grid resource management infrastructure","year":2004,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Grid computing; Computer science; Distributed computing; Scalability; Grid; Semantic grid; DRMAA; Fault tolerance; Middleware (distributed applications); Utility computing; Resource management (computing); Shared resource; Computer network; Cloud computing; Operating system; World Wide Web","authors":[{"name":"Jemal Abawajy","is_ca":true},{"name":"Sivarama P. Dandamudi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03154233740890809,"gpt":0.2915977884835273,"spread":0.2600554510746192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008750626,0.0002917628,0.0003115677,0.001117752,0.0006463386,0.0003093678,0.003568609,0.0001792858,0.00002210761],"category_scores_gemma":[0.00004544289,0.0002973692,0.0001550558,0.003323933,0.0002022651,0.0004045918,0.001832208,0.000891499,0.0001501738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005318737,"about_ca_system_score_gemma":0.0002570412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005536759,"about_ca_topic_score_gemma":0.00008372675,"domain_scores_codex":[0.9959738,0.0004603287,0.000305246,0.0009243605,0.001283785,0.001052488],"domain_scores_gemma":[0.9978189,0.0001521949,0.0001204799,0.001206846,0.0003425037,0.0003591075],"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":[0.00007927866,0.0003897685,0.0003260882,0.0001264185,0.0001421057,0.003393065,0.0004553959,0.06454382,0.0000753636,0.9072729,0.01355169,0.00964407],"study_design_scores_gemma":[0.001558066,0.0001595432,0.003775403,0.0001924142,0.000009671252,0.00006401042,0.0003365709,0.007827061,0.00004584725,0.00256201,0.9831035,0.0003658802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3110932,0.0001095223,0.6252826,0.005927382,0.000974556,0.001320054,0.0002072804,0.001133507,0.05395195],"genre_scores_gemma":[0.9690886,0.00002242281,0.0277715,0.0001761496,0.0003897441,0.000002002617,0.0001442147,0.00002669914,0.002378682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9695518,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W148803797","doi":"","title":"A history of football in Australia: a game of two halves","year":2014,"lang":"en","type":"book","venue":"Deakin Research Online (Deakin University)","topic":"Sport and Mega-Event Impacts","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":"Football; CONTEST; Championship; League; Popularity; Competition (biology); Political science; Media studies; Identity (music); Immigration; History; Advertising; Sociology; Law; Art; Business","authors":[{"name":"Roy Hay","is_ca":false},{"name":"Bill Murray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2082295985480062,"gpt":0.4181258000430508,"spread":0.2098962014950447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002691016,0.0003074854,0.0008868512,0.003071692,0.00008755778,0.0000136554,0.001526344,0.0006497719,0.0007983759],"category_scores_gemma":[0.0005642609,0.00036061,0.0003480567,0.001008476,0.002002252,0.0002261051,0.0003614248,0.001342711,0.00003394334],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004020886,"about_ca_system_score_gemma":0.007272717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04723545,"about_ca_topic_score_gemma":0.07764572,"domain_scores_codex":[0.9953181,0.0008015888,0.0005180678,0.0005600187,0.001833912,0.0009683656],"domain_scores_gemma":[0.9970096,0.0006484975,0.0005311386,0.0005931618,0.0008185242,0.0003991075],"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":[0.0003172614,0.0006237293,0.001211834,0.0003909811,0.0001489305,0.0005336977,0.003483199,0.00002405399,0.0001854061,0.931897,0.06009311,0.00109078],"study_design_scores_gemma":[0.001055147,0.0002249867,0.0008163891,0.000684585,0.00005117384,0.000001263755,0.0002373291,0.00001078337,0.00001663524,0.003591395,0.9930183,0.0002919862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.27607,0.0003211945,0.000025892,0.0003697372,0.0004992107,0.001087127,0.0001823933,0.00006125661,0.7213832],"genre_scores_gemma":[0.2216229,0.0001775429,0.0002246058,0.00001475944,0.0003030311,0.000001090389,0.0001143986,0.00003469214,0.777507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9329252,"threshold_uncertainty_score":0.9998846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808747310","doi":"","title":"Settler governance and privacy: Canada’s Indian residential school settlement agreement and the mediation of state-based violence","year":2018,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Indigenous Health, Education, and Rights","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":"Redress; Context (archaeology); Corporate governance; Indigenous; Settlement (finance); Political science; State (computer science); Criminology; Law; Sociology; Mediation; Domestic violence; Sexual violence; Public administration; Poison control; Suicide prevention; Geography; Business","authors":[{"name":"Lara Fullenwieder","is_ca":false},{"name":"Ádám Molnár","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02077903158551437,"gpt":0.3159339372902357,"spread":0.2951549057047214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002212943,0.0001020261,0.0001532559,0.0002122072,0.003257198,0.00005203147,0.0004452421,0.00007487438,0.0001491946],"category_scores_gemma":[0.0001183207,0.00008177708,0.00002258762,0.00061774,0.001525324,0.0001771483,0.00002754529,0.000274964,0.000004598799],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007705622,"about_ca_system_score_gemma":0.02682985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9619724,"about_ca_topic_score_gemma":0.9980979,"domain_scores_codex":[0.9968233,0.001015205,0.0002110743,0.0002950642,0.001140722,0.0005146588],"domain_scores_gemma":[0.998179,0.0004349557,0.0001815136,0.0002501562,0.0006895466,0.0002648266],"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":[0.001405289,0.0005012354,0.03558146,0.000336576,0.0001573475,0.0001173247,0.1195702,0.00002673012,0.0000548249,0.8326356,0.0062014,0.00341204],"study_design_scores_gemma":[0.001542784,0.0001470657,0.06142343,0.0001391395,0.00001565128,7.975955e-7,0.004745069,0.00009259461,0.0003905368,0.001167431,0.9301749,0.0001605966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874824,0.00007382022,0.00004439427,0.008588908,0.0001825741,0.0008322626,0.000216492,0.00001029748,0.002568819],"genre_scores_gemma":[0.995865,0.002049586,0.0002511853,0.00006365591,0.0002963046,8.191194e-7,0.00003343573,0.000006953735,0.001433006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9239735,"threshold_uncertainty_score":0.9980404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1536452889","doi":"","title":"To hold up prisms: Australian and Canadian indigenous publishing for children","year":2004,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","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":"Indigenous; Publishing; Project commissioning; Media studies; History; Library science; Sociology; Genealogy; Political science; Law; Computer science; Ecology; Biology","authors":[{"name":"Clare Bradford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06499762597497116,"gpt":0.3004098249792974,"spread":0.2354121990043263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006458521,0.0002143576,0.0002580662,0.002472006,0.001258282,0.001375068,0.0009061316,0.0001598717,0.0002759212],"category_scores_gemma":[0.0002200226,0.0002250637,0.0001147119,0.00070764,0.0003297772,0.001033512,0.0002406548,0.0006738137,0.00003440222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006415759,"about_ca_system_score_gemma":0.0005783666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3168755,"about_ca_topic_score_gemma":0.6240505,"domain_scores_codex":[0.9976864,0.0001119764,0.0001941799,0.0005465138,0.0004557361,0.001005227],"domain_scores_gemma":[0.998076,0.000124919,0.00005744709,0.0004306633,0.0006278229,0.0006831732],"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":[0.0001145799,0.0001535133,0.001582164,0.00004853902,0.0003220015,0.0001630964,0.02554665,0.0001041938,0.00004730411,0.951606,0.01600309,0.004308905],"study_design_scores_gemma":[0.0007985809,0.0002067477,0.002074691,0.00006902929,0.00004791087,0.000005838543,0.003012377,0.000006010306,0.00004631171,0.002548181,0.9908893,0.0002950041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807233,0.00004294135,0.00009595133,0.009493324,0.0002582397,0.001070072,0.001688416,0.00009340335,0.006534405],"genre_scores_gemma":[0.9730718,0.000009746826,0.001411307,0.0004598572,0.0008566959,0.000005118216,0.0005003614,0.00004115777,0.02364396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9748862,"threshold_uncertainty_score":0.9996616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W57449033","doi":"","title":"Attempting to hear the excluded : the voice of homeless people and policy implications","year":2004,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Homelessness and Social Issues","field":"Health Professions","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":"Commission; Quarter (Canadian coin); Sociology; Political science; Psychology; History; Law","authors":[{"name":"Rodney Fopp","is_ca":false},{"name":"Stephen Parker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1451709271028693,"gpt":0.4828689739743042,"spread":0.3376980468714349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001553806,0.0001431341,0.0003692823,0.0005311077,0.002770091,0.00002837752,0.0008823067,0.0001578013,0.00003563911],"category_scores_gemma":[0.0007265197,0.00009945493,0.00007140398,0.003091992,0.0003651945,0.0001217291,0.0009134328,0.0009916761,0.00005582409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540639,"about_ca_system_score_gemma":0.0009499674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05738947,"about_ca_topic_score_gemma":0.119973,"domain_scores_codex":[0.9969961,0.00114674,0.0002990718,0.0003260272,0.0004838437,0.000748238],"domain_scores_gemma":[0.9965702,0.001716979,0.0001336362,0.0005997694,0.0007558747,0.0002234903],"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":[0.0001350365,0.0002841332,0.06618293,0.0002452216,0.00008155147,0.00001387815,0.04789198,0.0001574604,0.001095149,0.8793974,0.0001955751,0.004319701],"study_design_scores_gemma":[0.001221627,0.000154703,0.6265659,0.0002768501,0.00002779889,6.992534e-7,0.2095957,0.00003674455,0.00008872135,0.003950352,0.1578537,0.0002272791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590784,0.00004392318,0.0003375269,0.03718613,0.00004890625,0.001059713,0.000124374,0.0000457226,0.002075293],"genre_scores_gemma":[0.9984663,0.0001329464,0.0002285379,0.0001912906,0.0003450895,0.00001622899,0.00001700435,0.00002392982,0.0005786614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.875447,"threshold_uncertainty_score":0.9985282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W152105099","doi":"","title":"Iyengar yoga for pediatric chronic pain","year":2009,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Meditation; Psychological intervention; Alternative medicine; Medicine; Chronic pain; Medical education; Psychology; Physical therapy; Nursing; Pathology; History","authors":[{"name":"Subhadra Evans","is_ca":true},{"name":"J. Tsao","is_ca":false},{"name":"Lonnie K. Zeltzer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06598276913154938,"gpt":0.3663912128575739,"spread":0.3004084437260245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003655603,0.000287586,0.0004390959,0.002787509,0.0003823041,0.00004455428,0.0007664756,0.0002785791,0.0001553917],"category_scores_gemma":[0.001507215,0.0003144996,0.0002665226,0.00300857,0.0001490531,0.000230347,0.000241358,0.0009332542,0.0000501403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107141,"about_ca_system_score_gemma":0.0006792338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000143265,"about_ca_topic_score_gemma":0.00006678613,"domain_scores_codex":[0.9961541,0.0006579976,0.0003170121,0.0007490966,0.000971003,0.001150798],"domain_scores_gemma":[0.9971371,0.0009146546,0.0001192472,0.0007853515,0.0006477645,0.0003958881],"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":[0.003353337,0.005788738,0.06035075,0.002148156,0.0004597786,0.004698448,0.00016806,0.00008694024,0.003671688,0.196686,0.6027364,0.1198518],"study_design_scores_gemma":[0.003077586,0.003158451,0.03043154,0.0000833183,0.0002110436,0.00001077742,0.0001032172,0.003444385,0.0001401297,0.001556341,0.9573665,0.0004167141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.846607,0.0008367936,0.09300768,0.02127264,0.0002432785,0.008349971,0.0002977172,0.002496846,0.02688804],"genre_scores_gemma":[0.9625652,0.001077614,0.02231907,0.0007738463,0.002410508,0.00002513811,0.0003598369,0.00006686571,0.01040191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3546301,"threshold_uncertainty_score":0.9999307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W141305570","doi":"","title":"Practice-as-research in performance and screen","year":2010,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Amateur; Sociology; Media studies; Genius; Homecoming; Visual arts; Public relations; Law; History; Political science; Art; Art history","authors":[{"name":"Glenn D’Cruz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1174784486157842,"gpt":0.3697507800646105,"spread":0.2522723314488263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002505472,0.0001809976,0.0002328087,0.001772958,0.001381097,0.0002126685,0.0005869239,0.0001219045,0.0007332233],"category_scores_gemma":[0.0002648925,0.0001705046,0.00004541963,0.0007041691,0.001733294,0.001039569,0.0006607306,0.002410562,0.0002767871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008931335,"about_ca_system_score_gemma":0.0002444771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01678661,"about_ca_topic_score_gemma":0.05392441,"domain_scores_codex":[0.997175,0.0003990818,0.0001966132,0.0004592147,0.0008595851,0.0009105033],"domain_scores_gemma":[0.9975716,0.000952591,0.00004793358,0.0003991451,0.0008458911,0.0001828242],"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":[0.0007269373,0.0005986544,0.01031971,0.0001307312,0.00007691603,0.0004378808,0.01176365,0.000005525394,0.0002918942,0.9391598,0.004508131,0.03198019],"study_design_scores_gemma":[0.000686834,0.0003800793,0.005015193,0.00007650923,0.000008518898,0.0000160464,0.01373151,0.0002466137,0.00005231966,0.0005656097,0.9790171,0.0002036404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7716604,0.00004618244,5.686864e-7,0.003337125,0.0001453054,0.000288036,0.0000445998,0.00004249383,0.2244353],"genre_scores_gemma":[0.9874313,0.0005856538,0.0002099694,0.00008606343,0.0006772795,0.000003494042,0.00002487885,0.00002334547,0.01095798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.974509,"threshold_uncertainty_score":0.999919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W85223772","doi":"","title":"The ethos of corporate codes of ethics (ECCE) : a cross-cultural construct of Australia, Canada and Sweden","year":2008,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethos; Construct (python library); Political science; Sociology; Computer science; Law","authors":[{"name":"Göran Svensson","is_ca":false},{"name":"Greg Wood","is_ca":false},{"name":"Jang Bahadur Singh","is_ca":false},{"name":"Michael Callaghan","is_ca":false},{"name":"Emily F. Carasco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6186243657743283,"gpt":0.5187285975660422,"spread":0.09989576820828616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005624401,0.0001298056,0.0003629231,0.0004355953,0.0006616534,0.0000658449,0.001211879,0.000224209,0.0000642807],"category_scores_gemma":[0.01263721,0.00009191659,0.00007440202,0.002254565,0.005692093,0.0002879576,0.0004146865,0.0009844967,0.000001360798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061843,"about_ca_system_score_gemma":0.004053405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5846754,"about_ca_topic_score_gemma":0.5690995,"domain_scores_codex":[0.9951912,0.001026296,0.0006152491,0.0003541897,0.002466114,0.0003469806],"domain_scores_gemma":[0.9794157,0.01113256,0.0007389009,0.0005927869,0.007975156,0.0001448682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005538541,0.0002208431,0.6073464,0.0002083961,0.0001174723,0.0001146429,0.003826801,0.0004709218,0.00390861,0.3786342,0.002724268,0.001873605],"study_design_scores_gemma":[0.001139536,0.0002468501,0.8878461,0.0002456206,0.00002886518,0.00005952811,0.01585411,0.0005388281,0.008311621,0.02498122,0.06042121,0.0003265044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972622,0.00004561395,0.00006908223,0.00153979,0.0001838062,0.0001742967,0.0002470711,0.000004712809,0.0004733995],"genre_scores_gemma":[0.9963636,0.0002722311,0.001025287,0.00001186593,0.00003471101,4.070367e-7,0.000013302,0.000006191622,0.002272441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3536529,"threshold_uncertainty_score":0.9970139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W390277282","doi":"","title":"Lipid deposition on senofilcon a silicone hydrogel contact lenses disinfected with 1-step hydrogen peroxide and Polyquad®/Aldox®-preserved care regimens","year":2009,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Hydrogen peroxide; Silicone hydrogel; Silicone; Deposition (geology); Chemistry; Biomedical engineering; Medicine; Contact lens; Organic chemistry; Ophthalmology; Biology","authors":[{"name":"Miriam Heynen","is_ca":true},{"name":"Holly Lorentz","is_ca":true},{"name":"Kathy Dumbleton","is_ca":true},{"name":"Jalaiah Varikooty","is_ca":true},{"name":"Craig A. Woods","is_ca":true},{"name":"Lyndon Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02825803198092744,"gpt":0.2934371961937676,"spread":0.2651791642128402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002946176,0.000453617,0.0006549436,0.001069431,0.0005067175,0.00008089447,0.0003176357,0.0003150637,0.00004842012],"category_scores_gemma":[0.0001667656,0.0004113331,0.0001877218,0.001271192,0.0002316169,0.0003381552,0.0001647053,0.001043329,0.00003142568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005006231,"about_ca_system_score_gemma":0.0004036127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682321,"about_ca_topic_score_gemma":0.002037495,"domain_scores_codex":[0.9963111,0.0004419777,0.0002900648,0.0009243044,0.001061359,0.0009712071],"domain_scores_gemma":[0.9973794,0.0003053791,0.0001315433,0.0008956623,0.0006834946,0.0006045757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02774574,0.005479902,0.1361587,0.0008746925,0.001843334,0.02192974,0.00183409,0.0001533516,0.7433915,0.03654871,0.0005642481,0.02347601],"study_design_scores_gemma":[0.04168714,0.04982473,0.4705587,0.005097899,0.001728435,0.0007935484,0.01284997,0.00416018,0.2869115,0.0001548373,0.122853,0.003380048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926376,0.000259281,0.00008376299,0.002569105,0.00002598892,0.001164782,0.0001442705,0.000225475,0.002889747],"genre_scores_gemma":[0.9972221,0.000165878,0.0006442442,0.0003774487,0.000166071,0.000002795279,0.0004204185,0.00005786999,0.0009431874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.45648,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W147217757","doi":"","title":"Reproductive physiology of Canada lynx (Lynx canadensis)","year":2009,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reproductive physiology; Biology; Geography; Zoology","authors":[{"name":"Kerry V. Fanson","is_ca":false},{"name":"Nadja Wielebnowski","is_ca":false},{"name":"Jeffrey R. Lucas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04958005713250689,"gpt":0.2831002462799116,"spread":0.2335201891474047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000557359,0.0002344262,0.0004318729,0.0001444461,0.0004341098,0.00001174471,0.001027981,0.0001616394,0.0002074578],"category_scores_gemma":[0.0006912115,0.000127816,0.0001129724,0.001953907,0.0005408069,0.0001822961,0.0002890295,0.0006518721,0.00000839061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004001088,"about_ca_system_score_gemma":0.000486199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.535797,"about_ca_topic_score_gemma":0.3984026,"domain_scores_codex":[0.9964491,0.0007091473,0.0002707781,0.001063275,0.0006414286,0.0008662401],"domain_scores_gemma":[0.9977318,0.0004273069,0.0001795001,0.0003993828,0.001025021,0.0002369598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004865651,0.0004942852,0.0009728785,0.00001317232,0.00009242942,0.0001389338,0.00007970358,0.0001691446,0.9591942,0.02233693,0.009800544,0.006221165],"study_design_scores_gemma":[0.0002566225,0.00140121,0.807327,0.00002778246,0.00001612872,0.00001467939,0.0007904892,0.00003729964,0.009938545,0.003319806,0.1765446,0.0003258488],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883585,0.00005120009,0.000001181377,0.008409737,0.000140393,0.0003951438,0.0001874149,0.00004316456,0.002413278],"genre_scores_gemma":[0.9970502,0.00002494216,0.000219422,0.0001399181,0.0005696791,0.000001159394,0.0001195912,0.000002226611,0.001872903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9492557,"threshold_uncertainty_score":0.612575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1514294281","doi":"","title":"Risk factors for visual impairment - report from a population-based study (C.U.R.E.S.)","year":2011,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CNIB Foundation; University of Waterloo","funders":"","keywords":"Visual impairment; Medicine; Psychology; Optometry; Audiology; Psychiatry","authors":[{"name":"Barbara Robinson","is_ca":true},{"name":"Yunwei Feng","is_ca":true},{"name":"Desmond Fonn","is_ca":true},{"name":"Craig A. Woods","is_ca":true},{"name":"Keith Gordon","is_ca":true},{"name":"Deborah T. Gold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1530551221661811,"gpt":0.4321952226708772,"spread":0.2791401005046961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001002134,0.0003123019,0.0005628605,0.001027184,0.0007449742,0.00001915296,0.0003022726,0.00020943,0.000411098],"category_scores_gemma":[0.0009659221,0.0002829846,0.0002592634,0.0008981328,0.0001854214,0.0001581764,0.0002642458,0.0006538507,0.00002237506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178076,"about_ca_system_score_gemma":0.0003185168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02415783,"about_ca_topic_score_gemma":0.0009117348,"domain_scores_codex":[0.9967743,0.0005468233,0.0004136603,0.0007958664,0.0007354267,0.0007339161],"domain_scores_gemma":[0.99734,0.0009251166,0.0002234305,0.0005608853,0.0006111052,0.0003394896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002697569,0.01111459,0.982464,0.00004035608,0.0005765608,0.001813972,0.0005730938,0.000006582382,0.00003600894,0.0002027309,0.000339396,0.0001351293],"study_design_scores_gemma":[0.004246066,0.009803943,0.9773864,0.00006109641,0.0003478526,0.00001243336,0.004099283,0.0005550631,0.0001327582,0.0001658033,0.002929253,0.0002600187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996001,0.00001198603,0.0003857331,0.000163421,0.000173483,0.002454487,0.0003008967,0.0001426487,0.0003663404],"genre_scores_gemma":[0.9959751,0.000004567169,0.001849442,0.0000297405,0.0001623792,0.00001716181,0.0007700712,0.00004096487,0.001150567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02324609,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7073599166","doi":"","title":"Birthing in rural South Australia: the changing landscape over 20 years","year":2015,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Residence; Unit (ring theory); Quarter (Canadian coin); Rural area; Pregnancy; Maternity care; Rural health; Population","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05344219017937599,"gpt":0.3177885266329654,"spread":0.2643463364535894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005715022,0.0001126486,0.0001049852,0.0004408642,0.0001226262,0.00004217275,0.0003702176,0.0001614815,0.00005001988],"category_scores_gemma":[0.0001036538,0.0000983873,0.00006176401,0.0008107852,0.0001173176,0.00001460652,0.0003550941,0.0004340545,0.00002896495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005889546,"about_ca_system_score_gemma":0.0001043133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005315958,"about_ca_topic_score_gemma":0.0009088788,"domain_scores_codex":[0.9986346,0.0002122987,0.00009955959,0.0002640552,0.0003260959,0.0004634126],"domain_scores_gemma":[0.999392,0.00002223202,0.000038917,0.0003053982,0.0001231978,0.0001182525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008682562,0.001251064,0.5629148,0.0001923535,0.001115904,0.003427383,0.01430769,0.006373499,0.1975104,0.06635269,0.1073456,0.03052595],"study_design_scores_gemma":[0.002450847,0.0004296621,0.05999943,0.0000459481,0.00002198377,0.00002917203,0.009307438,0.0009989463,0.001141675,0.0002015763,0.9249952,0.0003780854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983156,0.00003397469,0.00007564433,0.0002964029,0.0001388024,0.0001553658,0.00002862166,0.00001477978,0.0009407472],"genre_scores_gemma":[0.9962971,0.00001310492,0.000182896,0.00006800555,0.0003864641,6.798347e-7,0.000110531,0.00001764898,0.002923561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8176496,"threshold_uncertainty_score":0.4012117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1590644816","doi":"","title":"Into the wilderness; Gilgul's 'physical' theatre 1994","year":2002,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wilderness; Project commissioning; Publishing; Sociology; Art; Media studies; Visual arts; Literature","authors":[{"name":"Alison Richards","is_ca":false},{"name":"Yoni Prior","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08529564458475965,"gpt":0.2968461642246323,"spread":0.2115505196398726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003431836,0.0002460646,0.0002737589,0.0004733489,0.002347938,0.0001894541,0.0009589358,0.0000628112,0.001746719],"category_scores_gemma":[0.00002591368,0.0001711708,0.0001866235,0.0004936478,0.001445742,0.0004136788,0.0004818349,0.0007912109,0.0005232934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224296,"about_ca_system_score_gemma":0.00004386944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005091371,"about_ca_topic_score_gemma":0.01184884,"domain_scores_codex":[0.9977435,0.0002991139,0.0001625569,0.0004028041,0.0006840831,0.0007078911],"domain_scores_gemma":[0.9985651,0.0004501916,0.00006022569,0.0005673243,0.0002312992,0.0001257962],"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":[0.0001252042,0.0008288605,0.0009847891,0.00007856263,0.0002621131,0.0001861697,0.06468836,0.0000355257,0.00005865965,0.8164779,0.04968488,0.06658896],"study_design_scores_gemma":[0.0003938226,0.0001947251,0.0001914614,0.00004441538,0.00003291999,0.00000255981,0.01406073,0.0007783287,0.00002946215,0.001731158,0.9823151,0.0002252839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6884326,0.0002801856,0.00000883975,0.008434727,0.0002743836,0.0003872198,0.00009382215,0.0001701741,0.3019181],"genre_scores_gemma":[0.9598572,0.0003276452,0.00003563478,0.0001573329,0.001670444,0.000003729013,0.00002461756,0.00002959462,0.03789379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9326302,"threshold_uncertainty_score":0.9991658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1545384563","doi":"","title":"An empirically justified theory of successful indigenous entrepreneurship : a case study of the Osoyoos Indian Band","year":2006,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"First Nations University of Canada","funders":"","keywords":"Indigenous; Entrepreneurship; Perspective (graphical); Set (abstract data type); Sociology; Political science; Computer science; Law; Artificial intelligence","authors":[{"name":"Bob Kayseas","is_ca":true},{"name":"Kevin Hindle","is_ca":false},{"name":"Robert B. Anderson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05669974574928029,"gpt":0.310605897857384,"spread":0.2539061521081037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136628,0.0002459863,0.0003812886,0.00106266,0.0007163307,0.0001193787,0.001361969,0.0001193311,0.0001290708],"category_scores_gemma":[0.0002573213,0.0001949545,0.0001393751,0.002907055,0.0005371473,0.0006387621,0.0006721003,0.0004907689,0.000007271746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006771563,"about_ca_system_score_gemma":0.0001380655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06564686,"about_ca_topic_score_gemma":0.04474217,"domain_scores_codex":[0.9969939,0.0004805272,0.0004444293,0.0005648002,0.0009078205,0.0006085314],"domain_scores_gemma":[0.9974434,0.0004260912,0.0004068293,0.0008384366,0.0008443341,0.00004090251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003436714,0.00332499,0.9761569,0.0002066305,0.000112863,0.002449505,0.001509898,0.0006737857,0.0005478454,0.01211248,0.0001831791,0.002378197],"study_design_scores_gemma":[0.005392947,0.000974868,0.8334871,0.0003116338,0.0005302319,0.0001182168,0.1191895,0.0002195066,0.001108061,0.004260073,0.03339863,0.001009257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967886,0.00004184674,0.000008546496,0.000236401,0.0001060346,0.0008824255,0.00004870303,0.00004777193,0.001839677],"genre_scores_gemma":[0.9993596,0.000007209539,0.00001936519,0.00005719391,0.000301034,0.000003219247,0.00002125119,0.00002404017,0.0002070933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1426699,"threshold_uncertainty_score":0.9726888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W193310503","doi":"","title":"Peopling of the Northern Territory part 1: a white elephant in a white Australia? The Northern Territory, 1901-1920","year":2001,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Australian History and Society","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"White (mutation); Project commissioning; Commission; Geography; Quarter (Canadian coin); Population; Immigration; Demography; Nothing; Ethnology; Royal Commission; Publishing; History; Political science; Archaeology; Sociology; Law","authors":[{"name":"Michèle Langfield","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0897452674564801,"gpt":0.3429265397710262,"spread":0.2531812723145461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002674739,0.0002645693,0.0003552552,0.0003820448,0.001650505,0.00007774279,0.002143006,0.0003352699,0.0003437358],"category_scores_gemma":[0.0002720479,0.0002106607,0.0003406966,0.002238658,0.00194264,0.000366403,0.0003953863,0.00146608,0.00003929696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214975,"about_ca_system_score_gemma":0.001036128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0480491,"about_ca_topic_score_gemma":0.5865609,"domain_scores_codex":[0.994357,0.001983386,0.0004214492,0.0005684305,0.001530467,0.001139281],"domain_scores_gemma":[0.9979371,0.0003615275,0.0002490089,0.0007590005,0.0004296823,0.0002636896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001338321,0.0004236807,0.9746049,0.00003549641,0.00006179115,0.0002063416,0.01765569,0.0003879718,0.0001062888,0.003599966,0.002314436,0.0004696211],"study_design_scores_gemma":[0.0006006649,0.00007235327,0.205172,0.0001584289,0.00002774685,0.000004452508,0.02316691,0.00006090067,0.00001305256,0.00009966663,0.7703538,0.0002699653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988067,0.00002600669,0.00002096997,0.004405475,0.0003878183,0.0007168478,0.00008945738,0.00005608875,0.006230294],"genre_scores_gemma":[0.968212,0.00008086599,0.00006787111,0.00006886498,0.0006420799,0.000005492991,0.00001654816,0.00002764117,0.0308786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7694328,"threshold_uncertainty_score":0.9996492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7073823129","doi":"","title":"Restrictions in pub closing times and lockouts in Newcastle, Australia five years on","year":2014,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Glass properties and applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Closing (real estate); Confidence interval; Interrupted time series; Rate ratio; Fell; Poison control","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1020856179912839,"gpt":0.3502681635654352,"spread":0.2481825455741513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006277362,0.0001158155,0.0001673542,0.0009149311,0.0001799705,0.00008760453,0.0003769172,0.000108789,0.0001628915],"category_scores_gemma":[0.0001991157,0.0001212556,0.00002807452,0.001260866,0.0002316806,0.0002002209,0.0002666237,0.000457518,0.0001439946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002076593,"about_ca_system_score_gemma":0.00008062302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288144,"about_ca_topic_score_gemma":0.006148336,"domain_scores_codex":[0.9982101,0.000344699,0.0001753995,0.0004404645,0.0003377493,0.000491562],"domain_scores_gemma":[0.9991454,0.0002669513,0.00004585067,0.0003089693,0.0001001777,0.000132613],"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":[0.0009106722,0.002531897,0.05384861,0.0001572535,0.00003234136,0.0007755719,0.001601357,0.007629187,0.09220308,0.8131627,0.01098367,0.01616366],"study_design_scores_gemma":[0.002389342,0.0005475195,0.3776669,0.0003491098,0.00001366627,0.00001338895,0.001377145,0.006933541,0.002444742,0.002703123,0.6050164,0.0005451034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955335,0.000006773659,0.00005203868,0.001520855,0.000045172,0.0002728158,0.00003817351,0.0000332102,0.002497434],"genre_scores_gemma":[0.9948515,0.00002334349,0.0009769832,0.00003047156,0.0000614341,0.000003588735,0.00001391762,0.00001208479,0.004026686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8104596,"threshold_uncertainty_score":0.9936919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W182574450","doi":"","title":"Contrast Sensitivity, Visual Acuity, Reading Speed and Macular Visual Field Damage in Glaucoma","year":2005,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Contrast (vision); Visual field; Glaucoma; Optometry; Visual acuity; Ophthalmology; Reading (process); Medicine; Sensitivity (control systems); Audiology; Computer science; Artificial intelligence; Engineering","authors":[{"name":"K.F. Roberts","is_ca":true},{"name":"Sharon A. Haymes","is_ca":true},{"name":"Raymond P. LeBlanc","is_ca":true},{"name":"Marcelo T. Nicolela","is_ca":true},{"name":"Balwantray C. Chauhan","is_ca":true},{"name":"Paul H. Artes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03510246016997054,"gpt":0.3755103582428006,"spread":0.3404078980728301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001445838,0.000249549,0.0005466928,0.001802143,0.0002390122,0.00009400281,0.0001891395,0.0001880192,0.0001257485],"category_scores_gemma":[0.0006070057,0.0002580921,0.0001482741,0.001713939,0.0003191568,0.0002937401,0.0004713979,0.001176608,0.00003704956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002993076,"about_ca_system_score_gemma":0.0001778338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765529,"about_ca_topic_score_gemma":0.002421318,"domain_scores_codex":[0.9969026,0.0006198467,0.0002785507,0.0006279864,0.0007925201,0.0007784531],"domain_scores_gemma":[0.9982061,0.0006873202,0.00007309329,0.0002992575,0.0003454828,0.0003887613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002112453,0.002736007,0.8026822,0.0003068311,0.0004841131,0.02517371,0.0004007343,0.00005043103,0.115183,0.006995773,0.001975866,0.04189885],"study_design_scores_gemma":[0.01021166,0.001745898,0.5828087,0.001260267,0.0004594992,0.0007003612,0.002972159,0.2324905,0.01853364,0.0001302292,0.1475483,0.001138787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886705,0.00003441064,0.0003885484,0.007025633,0.00002153577,0.0003018108,0.00001854869,0.00007480402,0.003464193],"genre_scores_gemma":[0.9956343,0.00009802623,0.000970108,0.0003141533,0.0002957781,3.690915e-7,0.00008131412,0.0000291799,0.00257681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.23244,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1550872988","doi":"","title":"Futures for Australian curriculum studies: metaphors, genres and complicated conversations","year":2002,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Curriculum theory; Curriculum studies; Sociology; Emergent curriculum; Conversation; Metaphor; Pedagogy; Australian Curriculum; Theme (computing); Curriculum mapping; Curriculum development; The arts; Epistemology; Linguistics; Political science; Project commissioning; Computer science; Publishing; Law; Philosophy","authors":[{"name":"Noel Gough","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2961632433982517,"gpt":0.3859713547258292,"spread":0.08980811132757743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003548937,0.0001784494,0.0002498155,0.0007341132,0.001209033,0.0001777947,0.000327373,0.00007471754,0.000773149],"category_scores_gemma":[0.0002407255,0.0001656249,0.00009101633,0.000326135,0.0007306455,0.0004116307,0.0001109957,0.0003122816,0.00004770871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461138,"about_ca_system_score_gemma":0.00005558077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003002,"about_ca_topic_score_gemma":0.003185531,"domain_scores_codex":[0.9983522,0.0002101958,0.0002047262,0.0004000658,0.0003291121,0.0005036651],"domain_scores_gemma":[0.998013,0.0004791314,0.00008246865,0.0002666893,0.0009598107,0.0001988631],"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":[0.00007941121,0.001032505,0.001687439,0.0003801334,0.0005587125,0.00004582816,0.2163624,0.000008488015,0.00004796018,0.4426434,0.3317131,0.005440583],"study_design_scores_gemma":[0.0005669104,0.0001368051,0.0004982829,0.00004163588,0.00005917034,0.000002513016,0.1846606,0.0006079627,0.00002512632,0.0006820962,0.8125406,0.000178293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889735,0.0004440471,0.00001984471,0.007405908,0.0005533133,0.0007199135,0.0004406132,0.0001037947,0.001339067],"genre_scores_gemma":[0.9790896,0.0003781841,0.0005840096,0.0001309566,0.001042557,0.00001325858,0.0002880128,0.00002186303,0.0184516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4808275,"threshold_uncertainty_score":0.9299027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7073614283","doi":"","title":"Antidiabetic properties of polysaccharide- and polyphenolic-enriched fractions from the brown seaweed Ascophyllum nodosum","year":2007,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ascophyllum; Polyphenol; Polysaccharide; Fractionation; Maceration (sewage); Antioxidant; Glycogen; Glucose uptake; Sucrose","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04846845023948827,"gpt":0.2904667332815144,"spread":0.2419982830420261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003084338,0.0001445667,0.0001796922,0.0004303065,0.0003769227,0.0000527153,0.0003808667,0.0001043568,0.0001348934],"category_scores_gemma":[0.00005482335,0.0001225295,0.00007217978,0.001023937,0.0002541462,0.0001802862,0.0001339186,0.0005943479,0.00002758714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008879042,"about_ca_system_score_gemma":0.00005940466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009587741,"about_ca_topic_score_gemma":0.001786496,"domain_scores_codex":[0.998767,0.00009270189,0.0002202681,0.0002252223,0.0002974634,0.0003973053],"domain_scores_gemma":[0.9988304,0.0003839195,0.00004600598,0.0003857015,0.0002113094,0.000142601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002129299,0.0005811263,0.006588423,0.0001265588,0.0004546832,0.00003563561,0.001075737,0.0005956644,0.9318238,0.04123844,0.003342514,0.01392448],"study_design_scores_gemma":[0.001900845,0.0002170909,0.1484387,0.0003295512,0.0001767643,0.00002146502,0.007107478,0.01814805,0.1019985,0.0006302702,0.7201748,0.000856505],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912452,0.0002431003,0.003898225,0.0008068653,0.0001067582,0.0002767512,0.0001330931,0.0001036239,0.003186401],"genre_scores_gemma":[0.9981242,0.0001432803,0.0005743186,0.00003416714,0.0001462035,0.00000227624,0.00002373063,0.00002321122,0.0009285668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8298253,"threshold_uncertainty_score":0.9970075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124491733","doi":"","title":"Real and substantial connections : Enforcing Canadian privacy laws against American social networking companies","year":2014,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Jurisdiction; Privacy law; Privacy policy; Personally identifiable information; Privacy by Design; Information privacy; Enforcement; Information privacy law; Business; Internet privacy; Law enforcement; Data Protection Act 1998; Privacy laws of the United States; Compliance (psychology); Data breach; Law; Political science; Computer science","authors":[{"name":"Colin J. Bennett","is_ca":false},{"name":"Christopher A. Parsons","is_ca":false},{"name":"Ádám Molnár","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07395102144430758,"gpt":0.350580571500715,"spread":0.2766295500564074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001788342,0.000170844,0.0002743707,0.0009875237,0.00484068,0.0002784799,0.0008474876,0.000167597,0.00003680223],"category_scores_gemma":[0.0006950767,0.0002107183,0.00007469075,0.002257435,0.001463712,0.0005003276,0.0005024875,0.0007612779,0.00001294793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000800102,"about_ca_system_score_gemma":0.0008619735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7910373,"about_ca_topic_score_gemma":0.9073113,"domain_scores_codex":[0.9962817,0.001336941,0.0001887977,0.0004840424,0.0006487939,0.001059748],"domain_scores_gemma":[0.9982122,0.0004613893,0.0001175614,0.0003030394,0.0003693177,0.0005365237],"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":[0.0002255238,0.0001785197,0.0157787,0.00004521357,0.0001107127,0.0001319504,0.01208145,0.00005475687,0.0002832146,0.9080048,0.004121208,0.05898397],"study_design_scores_gemma":[0.0005011189,0.0001013111,0.01461554,0.0000335072,0.00001760312,0.000001879061,0.009297482,0.00213066,0.000011557,0.001319289,0.9716828,0.0002872007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955482,0.00001487169,0.0006551335,0.005083831,0.0002955595,0.0004519035,0.0001161324,0.0001744441,0.03772611],"genre_scores_gemma":[0.9972143,0.0003584604,0.0004911788,0.00008244321,0.001499395,0.000001829422,0.0001112234,0.00001995234,0.0002211944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9675617,"threshold_uncertainty_score":0.9964549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993510768","doi":"","title":"The Influence of a Guar–Based Lubricant Eye Drop on Ocular Discomfort in Symptomatic Hydrogel Contact Lens Wearers","year":2006,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Ophthalmology; Eye drop; Guar; Drop (telecommunication); Materials science; Lubricant; Medicine; Composite material; Chemistry; Engineering; Mechanical engineering; Food science","authors":[{"name":"Yun Feng","is_ca":true},{"name":"Kathy Dumbleton","is_ca":true},{"name":"Nancy Keir","is_ca":true},{"name":"Craig A. Woods","is_ca":true},{"name":"Lyndon Jones","is_ca":true},{"name":"Trefford Simpson","is_ca":true},{"name":"Desmond Fonn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0229423899029821,"gpt":0.3050555752616528,"spread":0.2821131853586707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000897676,0.0002667995,0.0005064452,0.001031622,0.0002840702,0.00003343587,0.0005935647,0.0001618287,0.00002553283],"category_scores_gemma":[0.000254044,0.0002137719,0.0002413483,0.001934854,0.0004103608,0.0001760246,0.0001765636,0.000884119,0.00002433173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005400695,"about_ca_system_score_gemma":0.0006902639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007637766,"about_ca_topic_score_gemma":0.003101314,"domain_scores_codex":[0.9965805,0.0003807251,0.0004348981,0.0004856603,0.001270016,0.0008482225],"domain_scores_gemma":[0.9978612,0.0006403507,0.0001590547,0.0008941172,0.0002791239,0.0001661385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003134709,0.003632112,0.8146133,0.0005197631,0.0003985376,0.006032949,0.0002154003,0.009806019,0.05099525,0.109396,0.0003033715,0.0009524996],"study_design_scores_gemma":[0.008033982,0.00234723,0.8611772,0.002054689,0.0001757101,0.0000114747,0.001204769,0.01461975,0.006706079,0.0004290733,0.1026019,0.0006381663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952562,0.00006119217,0.00005596847,0.001809887,0.00002765089,0.0008790551,0.00004566416,0.00004548704,0.001818833],"genre_scores_gemma":[0.99866,0.00005979076,0.0001798274,0.0001258447,0.00004138874,0.000004076863,0.00006003969,0.00003449633,0.0008345898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108967,"threshold_uncertainty_score":0.9989704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7074042112","doi":"","title":"Physical environments, policies and practices for physical activity and screen-based sedentary behaviour among preschoolers within child care centres in Melbourne, Australia and Kingston, Canada","year":2015,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physical activity; Child care; Child obesity; Child health; Health care; Motor activity; Sedentary lifestyle; Primary care","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05090323487586499,"gpt":0.3010919021778845,"spread":0.2501886673020194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002313707,0.0001886792,0.0002747174,0.0002155343,0.0002530209,0.00007253443,0.0002234931,0.00007984574,0.00002657327],"category_scores_gemma":[0.0002098481,0.0001611509,0.00004149905,0.0003870486,0.0005201558,0.0003135649,0.000118044,0.000509928,8.808893e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005901804,"about_ca_system_score_gemma":0.000142849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9292175,"about_ca_topic_score_gemma":0.9395741,"domain_scores_codex":[0.9981353,0.0002661714,0.0000991018,0.0004982626,0.000518869,0.0004822415],"domain_scores_gemma":[0.9988131,0.0003881809,0.0001200683,0.0001343593,0.00006749939,0.0004768222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003627156,0.0001617556,0.9965576,0.00003485777,0.00003385498,0.00008986337,0.0001908701,0.00108647,0.00008050834,0.0001741431,0.00008207171,0.001145309],"study_design_scores_gemma":[0.0009392871,0.0002734031,0.9781426,0.00003169721,0.00006330008,0.000002996961,0.002065668,0.0142852,0.000461628,0.0001722252,0.003348434,0.0002135935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976786,0.00005815381,0.000004392533,0.001392766,0.00001365501,0.0002863798,0.0004751812,0.00000970442,0.00008113664],"genre_scores_gemma":[0.9993563,0.00001432418,0.000218642,0.00003559612,0.00007368311,7.367906e-7,0.0002144471,0.000003704354,0.0000825266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01841502,"threshold_uncertainty_score":0.6571542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1503290478","doi":"","title":"Snapshop of current Australian biotechnology boom indicators","year":2005,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Boom; Quarter (Canadian coin); Biotechnology; Business; Current (fluid); Mergers and acquisitions; Engineering; Geography; Biology; Finance; Environmental engineering","authors":[{"name":"Morley Muralitharan","is_ca":false},{"name":"Sebastian Agricola","is_ca":false},{"name":"Tony Coulepis","is_ca":false},{"name":"Steve Chandler","is_ca":false},{"name":"Chris Hables Gray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1080312601734192,"gpt":0.414893964135903,"spread":0.3068627039624837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006988328,0.0001973171,0.0004227052,0.004700898,0.0002835022,0.00001555715,0.0005885976,0.0004161859,0.0007553261],"category_scores_gemma":[0.0002832098,0.0001931988,0.0001846103,0.003987891,0.001377343,0.0001897221,0.0004047494,0.002023191,0.0001757096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004292139,"about_ca_system_score_gemma":0.0005009947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004586244,"about_ca_topic_score_gemma":0.0002088178,"domain_scores_codex":[0.9973587,0.0003201734,0.0003262186,0.000495773,0.0006391509,0.0008599694],"domain_scores_gemma":[0.9982951,0.0001482304,0.000105545,0.0007129727,0.0004705566,0.0002676012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002817664,0.01118446,0.08061408,0.0006779716,0.001287891,0.001332319,0.0004035577,0.00006542045,0.172687,0.3128044,0.028769,0.3873563],"study_design_scores_gemma":[0.001679482,0.0009779185,0.01532138,0.0001257128,0.00004199567,0.00005655522,0.000304946,0.0001175574,0.02496983,0.00006702425,0.9561733,0.0001642772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871364,0.0002582723,0.0001333246,0.008833264,0.00008851204,0.0005315119,0.0000776921,0.0001093743,0.0028317],"genre_scores_gemma":[0.9944054,0.0008087924,0.0009071857,0.00002351899,0.0001616517,0.000002695989,0.000112998,0.00002585103,0.003551841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9274043,"threshold_uncertainty_score":0.8789872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990661581","doi":"","title":"Effect of housing and husbandry practices on adrenocortical activity in captive Canada lynx (Lynx canadensis)","year":2013,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Animal husbandry; Offspring; Animal welfare; Exploratory analysis; Glucocorticoid; Reproduction","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09743764916934139,"gpt":0.3927754166759249,"spread":0.2953377675065835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005906037,0.0002556721,0.0004652439,0.0006245792,0.0002986898,0.00003450616,0.0003039837,0.0001443254,0.0001084274],"category_scores_gemma":[0.0008393646,0.0002398037,0.00006153584,0.0008311161,0.0003957044,0.0003990902,0.0004523303,0.000904173,0.000008001749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000696139,"about_ca_system_score_gemma":0.0005367526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9421364,"about_ca_topic_score_gemma":0.789036,"domain_scores_codex":[0.9967702,0.001081486,0.0002054573,0.0005417791,0.0007170135,0.0006840631],"domain_scores_gemma":[0.9974127,0.001542785,0.0001831019,0.0002967244,0.0003308739,0.0002337941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01865793,0.001904358,0.8284196,0.001048494,0.0006417186,0.0193835,0.00102789,0.00005471494,0.05470342,0.00983762,0.003086711,0.06123403],"study_design_scores_gemma":[0.001426904,0.003310532,0.9847704,0.0001712505,0.00006674405,0.00002999329,0.00112634,0.000333993,0.001462769,0.0000171246,0.006939389,0.0003445854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962546,0.0000356511,0.000004677193,0.0008467403,0.00005254775,0.0006681706,0.000109088,0.00002512564,0.002003463],"genre_scores_gemma":[0.9996455,0.00003413165,0.00005455152,0.00002054168,0.00004930308,0.000005359023,0.00001104541,0.0000238869,0.0001556984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563508,"threshold_uncertainty_score":0.977891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611436940","doi":"","title":"Placement of file replicas in data grid environments","year":2004,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Replica; Computer science; File system fragmentation; Replication (statistics); Grid; Data grid; Network packet; Torrent file; Data file; Parallel computing; Operating system; Device file; Computer network; Information retrieval","authors":[{"name":"Jemal Abawajy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1207307781427326,"gpt":0.3449898579825236,"spread":0.224259079839791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184661,0.0001578822,0.0002609937,0.0007200578,0.0001402511,0.00005669859,0.004130022,0.0001020009,0.00007862251],"category_scores_gemma":[0.0001756989,0.0001721456,0.00005227846,0.001847005,0.0001579508,0.0004346496,0.003123013,0.000459886,0.00007221575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457213,"about_ca_system_score_gemma":0.0003257667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002009661,"about_ca_topic_score_gemma":0.0004203459,"domain_scores_codex":[0.997016,0.0003596555,0.0003230388,0.000824636,0.0008809045,0.0005958155],"domain_scores_gemma":[0.9973071,0.0002918334,0.0001352607,0.002023069,0.00008021381,0.0001625119],"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":[0.00069568,0.01120439,0.009719766,0.0005687663,0.0004921356,0.007476294,0.002133571,0.1503594,0.00466223,0.6949278,0.1020829,0.01567712],"study_design_scores_gemma":[0.002229366,0.0002772721,0.00633315,0.000298535,0.000005667186,0.00002201037,0.0001986173,0.02297628,0.0003729049,0.0004784194,0.9664778,0.000330027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6230607,0.000138123,0.3534028,0.003947328,0.0006692577,0.001879312,0.006066266,0.00029103,0.01054519],"genre_scores_gemma":[0.9820094,0.00002852925,0.01559508,0.00003121726,0.0001042087,0.00000159948,0.001226361,0.00001356777,0.0009899974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8643948,"threshold_uncertainty_score":0.7674676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W52896680","doi":"","title":"Vietnam's highway no.1: Corridor of power and patrimony","year":2002,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pilgrimage; Tourism; China; Cultural heritage; Publishing; Power (physics); Cultural landscape; Project commissioning; Economy; Archaeology; History; Geography; Political science; Law","authors":[{"name":"William Logan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06407168581145312,"gpt":0.3228313469266949,"spread":0.2587596611152418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008484231,0.0001571398,0.0002964501,0.0004558871,0.001713663,0.00003348329,0.0005443437,0.0001755815,0.001199239],"category_scores_gemma":[0.0006725585,0.0001561699,0.000113675,0.00132183,0.001641135,0.0002892101,0.0002839712,0.0004889402,0.0001062514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142831,"about_ca_system_score_gemma":0.0001235997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144824,"about_ca_topic_score_gemma":0.003264782,"domain_scores_codex":[0.9972693,0.0007012414,0.0001860226,0.0004006822,0.0008620557,0.0005806359],"domain_scores_gemma":[0.9983447,0.0001598319,0.0001022571,0.0002755598,0.0008635707,0.0002540431],"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":[0.0005648826,0.002248679,0.01194584,0.0002451657,0.0004136033,0.001019422,0.06924684,0.00001237871,0.002366374,0.6612659,0.2364595,0.0142115],"study_design_scores_gemma":[0.0004796653,0.0001948761,0.001332422,0.00004636387,0.00001790166,0.000001312499,0.01452445,0.00003522794,0.00001004825,0.000147372,0.9830352,0.0001751759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5888095,0.001185727,0.00004278247,0.006410819,0.0005443938,0.0007204452,0.000170027,0.000169515,0.4019467],"genre_scores_gemma":[0.9706163,0.0004774067,0.0003752453,0.00004474648,0.0001798036,0.000001227217,0.000006804403,0.00001326127,0.0282852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7465757,"threshold_uncertainty_score":0.9997138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W153664728","doi":"","title":"Postcolonial bildungsroman: indigenous subjects and identity-formation","year":2007,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Identity (music); Negotiation; Sociology; Gender studies; Power (physics); Identity negotiation; Politics; White (mutation); Aesthetics; Art; Political science; Social science; Law","authors":[{"name":"Clare Bradford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04033739418281532,"gpt":0.3178367833312201,"spread":0.2774993891484048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001443577,0.0001902796,0.0002403636,0.002105216,0.001095873,0.0004225785,0.0005737471,0.0001379131,0.0003888253],"category_scores_gemma":[0.0001325609,0.0001924788,0.0001053054,0.0008192235,0.0006167815,0.00155256,0.0003823998,0.0006670597,0.00007308138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779536,"about_ca_system_score_gemma":0.00009747429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832779,"about_ca_topic_score_gemma":0.0342244,"domain_scores_codex":[0.9976466,0.000246895,0.000260777,0.0003716619,0.0007670356,0.0007070104],"domain_scores_gemma":[0.9984134,0.0003158186,0.0001110792,0.0003513828,0.0006098467,0.0001984289],"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":[0.000282485,0.0002933193,0.00110304,0.0000820638,0.0001371434,0.0007034995,0.02021647,0.000003530738,0.0004708964,0.9723243,0.0008531915,0.00353013],"study_design_scores_gemma":[0.0007032011,0.0003006777,0.004006204,0.00005659788,0.00006476763,0.00002667561,0.005839942,0.00008789962,0.0002505732,0.002292812,0.9860678,0.0003027976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976581,0.000113481,0.0003616518,0.0004244449,0.0002025669,0.0003309873,0.0001082034,0.0001115972,0.02176603],"genre_scores_gemma":[0.9919667,0.00004312025,0.0004464661,0.0001075692,0.0007076195,6.291051e-7,0.0001506805,0.00002362626,0.006553576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9852147,"threshold_uncertainty_score":0.9833985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2174358099","doi":"","title":"Soft toric contact lens prescribing in different countries","year":2010,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Lens (geology); Optometry; Astigmatism; Medicine; Optics; Ophthalmology; Physics","authors":[{"name":"Nathan Efron","is_ca":false},{"name":"Philip B. Morgan","is_ca":false},{"name":"Magne Helland","is_ca":false},{"name":"Motozumi Itoi","is_ca":false},{"name":"Deborah Jones","is_ca":true},{"name":"Jason J. Nichols","is_ca":false},{"name":"Eef van der Worp","is_ca":false},{"name":"Craig A. Woods","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05232055862788878,"gpt":0.3209590578763726,"spread":0.2686384992484838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000598286,0.0002768165,0.0004998039,0.001212028,0.0002454282,0.00008322738,0.0004479399,0.0002947889,0.0003371302],"category_scores_gemma":[0.0004146199,0.0002551886,0.000169879,0.001047072,0.0001960815,0.0004610164,0.0003140689,0.002034287,0.00008149233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961495,"about_ca_system_score_gemma":0.0004897046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978322,"about_ca_topic_score_gemma":0.009233119,"domain_scores_codex":[0.9970281,0.0002492528,0.00027202,0.000573915,0.0009396762,0.0009370117],"domain_scores_gemma":[0.9980182,0.0004264444,0.00006991399,0.0006863197,0.0004876708,0.0003114552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001851482,0.00188593,0.7577657,0.0003093782,0.0002398362,0.005330349,0.0004116363,0.00001221316,0.06134906,0.1678144,0.0007695142,0.002260543],"study_design_scores_gemma":[0.00335101,0.000532124,0.2960196,0.000250542,0.00006137449,0.00002058672,0.0006337276,0.0005308165,0.002252843,0.0001012244,0.6959097,0.0003364855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926036,0.00005895989,0.0001361166,0.002654004,0.0002532149,0.0006672073,0.00006480413,0.0001044227,0.003457686],"genre_scores_gemma":[0.9950333,0.0001181701,0.0002606526,0.0001441172,0.0003081497,0.000002353304,0.00008414892,0.000038625,0.004010534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6951402,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W122977448","doi":"","title":"Evaluation of the new Lighthouse Letter Contrast Sensitivity Test","year":2005,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Contrast (vision); Sensitivity (control systems); Test (biology); Optometry; Computer science; Medicine; Artificial intelligence; Engineering; Geology","authors":[{"name":"Sharon A. Haymes","is_ca":true},{"name":"K.F. Roberts","is_ca":true},{"name":"Alan F. Cruess","is_ca":true},{"name":"Marcelo T. Nicolela","is_ca":true},{"name":"Raymond P. LeBlanc","is_ca":true},{"name":"Balwantray C. Chauhan","is_ca":true},{"name":"Paul H. Artes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04038915197802068,"gpt":0.2976165264957092,"spread":0.2572273745176885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422114,0.0001487649,0.0001701578,0.0003370951,0.0001581933,0.00002588735,0.0003318455,0.0001165119,0.00005488795],"category_scores_gemma":[0.0004627361,0.0001267647,0.00009217201,0.000803708,0.0001368054,0.0002207352,0.0001563744,0.0005996543,0.00001844898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250159,"about_ca_system_score_gemma":0.0002490286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003408262,"about_ca_topic_score_gemma":0.00170324,"domain_scores_codex":[0.9977705,0.0003284372,0.0001616172,0.000209729,0.001068377,0.0004612848],"domain_scores_gemma":[0.9984839,0.0002847777,0.0000434555,0.0004080731,0.0006748287,0.0001049872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001590059,0.0005224484,0.01369102,0.0001876619,0.0005014078,0.0002325146,0.001273488,0.2639455,0.4182965,0.016769,0.08772326,0.1966981],"study_design_scores_gemma":[0.002031595,0.00006671677,0.04531435,0.0002080295,0.0001395987,0.00002257412,0.0002066082,0.1032425,0.08914141,0.000252593,0.7589879,0.0003860638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904668,0.00003801104,0.001952913,0.001732908,0.0003209238,0.0004373816,0.00005086141,0.0001173852,0.004882872],"genre_scores_gemma":[0.9975432,0.00001329686,0.001004358,0.0000442772,0.0008973219,6.092075e-7,0.000006197176,0.00002594735,0.0004648653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6712646,"threshold_uncertainty_score":0.5169314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W178225658","doi":"","title":"Imprisonment as a last resort for Indigenous offenders : some lessons from Canada?","year":2005,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Imprisonment; Indigenous; Project commissioning; Publishing; Criminology; Political science; Law; Sociology","authors":[{"name":"Richard Edney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07992883393484217,"gpt":0.3819176990143893,"spread":0.3019888650795471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007604746,0.0001625575,0.0002481368,0.0006923935,0.002023304,0.0001035668,0.0008090064,0.0001553054,0.0003130521],"category_scores_gemma":[0.0003742491,0.0001884109,0.0001625998,0.001365786,0.0003017577,0.0002946839,0.0002009856,0.000480037,0.00004021021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002364151,"about_ca_system_score_gemma":0.004001498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9739541,"about_ca_topic_score_gemma":0.9958246,"domain_scores_codex":[0.9967709,0.0003874562,0.0002026383,0.0005246222,0.001174167,0.0009401793],"domain_scores_gemma":[0.9979805,0.0007220439,0.00009154117,0.0003596251,0.0004405111,0.0004058284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002008395,0.004587035,0.01194481,0.0001539182,0.002011455,0.001660623,0.06387156,0.003450542,0.001680504,0.272573,0.05705858,0.5789996],"study_design_scores_gemma":[0.0004025931,0.00009300574,0.001228778,0.00002100697,0.0001289405,9.147714e-7,0.1506581,0.0002805013,0.000101158,0.0001804741,0.8466985,0.000206078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873559,0.00008378395,0.0005630229,0.008547241,0.0001569728,0.0004958978,0.0003235488,0.0000580712,0.00241559],"genre_scores_gemma":[0.9925225,0.0003264461,0.0009468522,0.0002583774,0.0007944313,0.000007130898,0.0001256812,0.00002098676,0.004997616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7896399,"threshold_uncertainty_score":0.9992759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1574543482","doi":"","title":"‘He No Doubt Felt Insulted’: The White Australia Policy and Australia’s Relations with India, 1944–1964","year":2014,"lang":"en","type":"book-chapter","venue":"Deakin Research Online (Deakin University)","topic":"Australian History and Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Britishness; Mythology; Democracy; Political science; Identity (music); White (mutation); World War II; National identity; Political economy; Sociology; Gender studies; Politics; History; Law","authors":[{"name":"Eric S. Meadows","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1118589018117746,"gpt":0.3645065372380765,"spread":0.2526476354263018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001894468,0.0005482633,0.0005697494,0.001086611,0.003224622,0.0002507007,0.001506157,0.001244834,0.002110443],"category_scores_gemma":[0.0003993694,0.0004826372,0.0002676686,0.001074495,0.00478382,0.0002961672,0.000406974,0.003371337,0.0007025272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535099,"about_ca_system_score_gemma":0.001592274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02915845,"about_ca_topic_score_gemma":0.03013026,"domain_scores_codex":[0.9947213,0.0008939839,0.000394443,0.0009576822,0.001795043,0.001237551],"domain_scores_gemma":[0.9963644,0.0006265838,0.0003836136,0.0008502831,0.001078239,0.0006969105],"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":[0.0001284018,0.0000618456,0.002711662,0.00005262066,0.0002334098,0.0002109166,0.003417879,0.00002088209,0.000004775805,0.9461371,0.04687845,0.0001420919],"study_design_scores_gemma":[0.0006479856,0.0002249821,0.004738096,0.0002152123,0.0001283613,0.000008146942,0.001198574,0.000004037462,6.923838e-7,0.001278161,0.9909873,0.0005684651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05524625,0.00004335803,0.0001242248,0.01677033,0.0005410532,0.002958138,0.00142412,0.0002919781,0.9226006],"genre_scores_gemma":[0.1470289,0.0001734859,0.0004670062,0.0001034872,0.001307891,0.000003321602,0.0001581685,0.00006095105,0.8506967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9448589,"threshold_uncertainty_score":0.9997625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W128814857","doi":"","title":"Reliability and Validity of the Useful Field of View Test","year":2010,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Test (biology); Field (mathematics); Validity; Psychology; Engineering; Geology; Mathematics; Clinical psychology; Physics; Psychometrics; Thermodynamics","authors":[{"name":"Sharon A. Haymes","is_ca":true},{"name":"Raymond P. LeBlanc","is_ca":true},{"name":"Marcelo T. Nicolela","is_ca":true},{"name":"Balwantray C. Chauhan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05376594970829005,"gpt":0.3651397378705981,"spread":0.311373788162308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006739,0.0001176139,0.0002382973,0.0002562939,0.0001349796,0.000008740206,0.0007094415,0.0001954322,0.0004169987],"category_scores_gemma":[0.001171152,0.00009740088,0.000144035,0.0007441954,0.0007201685,0.00007491834,0.0004981203,0.0008380176,0.000007903624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002443197,"about_ca_system_score_gemma":0.0001346095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197745,"about_ca_topic_score_gemma":0.004026949,"domain_scores_codex":[0.9984362,0.0003844027,0.0002267605,0.0003561726,0.000275337,0.0003211676],"domain_scores_gemma":[0.9971706,0.001424132,0.0001234297,0.0008349196,0.0003421634,0.0001047149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003842949,0.002589337,0.5887459,0.0004441921,0.0001283988,0.00002839813,0.0004927486,0.000008773762,0.01891768,0.3721207,0.003519396,0.01262021],"study_design_scores_gemma":[0.0007143307,0.0003384203,0.7662834,0.00004055229,0.00002527128,0.000003099921,0.0003385755,0.00005362732,0.0008309143,0.001492994,0.2297487,0.0001300627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854858,0.00001898069,0.00002684114,0.001133266,0.0002230129,0.0003395505,0.0001204344,0.00001329681,0.01263885],"genre_scores_gemma":[0.99866,0.00004888386,0.0002719492,0.00003996385,0.00003936172,0.000001036699,0.000006728766,0.00001158916,0.0009205327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706277,"threshold_uncertainty_score":0.6345763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}