{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":34,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":34,"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":"5c0602484d7e","filters":{"venue":"ePublications@SCU (Southern Cross University)"}},"results":[{"id":"W1992210155","doi":"10.1016/j.fitote.2013.12.008","title":"Antibacterial anthranilic derivatives from Geijera parviflora","year":2014,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Plant chemical constituents analysis","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Australian Research Council; SCIEX","keywords":"Anthranilic acid; Chemistry; Rutaceae; Antibacterial activity; Tandem mass spectrometry; Natural product; Stereochemistry; Mass spectrometry; Organic chemistry; Chromatography; Bacteria; Biology; Botany","authors":[{"name":"Qingyao Shou","is_ca":false},{"name":"Linda K Banbury","is_ca":false},{"name":"Alan T. Maccarone","is_ca":false},{"name":"Dane E. Renshaw","is_ca":false},{"name":"Htwe Mon","is_ca":false},{"name":"Stefani S. Griesser","is_ca":false},{"name":"Hans J. Griesser","is_ca":false},{"name":"Stephen J. Blanksby","is_ca":false},{"name":"Joshua E. Smith","is_ca":false},{"name":"Hans Wohlmuth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01109040502374464,"gpt":0.1888981823155281,"spread":0.1778077772917834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001239208,0.0001714379,0.0002163598,0.00004909531,0.0004702141,0.000253829,0.0006634396,0.0001319824,0.001526938],"category_scores_gemma":[0.0001448387,0.00008802285,0.000138498,0.000819539,0.000271147,0.0003768212,0.000144254,0.0001240588,0.0003396956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004563007,"about_ca_system_score_gemma":0.00001657457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009303531,"about_ca_topic_score_gemma":0.0006050612,"domain_scores_codex":[0.9987592,0.0001213832,0.0001848879,0.0004666672,0.0001928397,0.000275063],"domain_scores_gemma":[0.9990889,0.0002753995,0.0001484685,0.0001672684,0.0001683439,0.0001515741],"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":[0.00008758915,0.0002352725,0.1713329,0.000004765802,0.0001394872,0.00000549884,0.0003207027,0.000006944099,0.8013282,0.007934835,0.0002919142,0.01831184],"study_design_scores_gemma":[0.0004845807,0.00002529128,0.1545722,0.00001474734,0.00006386561,0.00000166287,0.0006604175,0.0001667731,0.006320654,0.0002781497,0.8369812,0.0004304829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923065,0.00001845505,0.0002006193,0.00152299,0.00007218027,0.00009572379,0.000752106,0.0001734332,0.004858009],"genre_scores_gemma":[0.997509,0.0000215595,0.0001872324,0.0001804002,0.0002606138,0.000001004161,0.000686844,0.000001698931,0.001151666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8366892,"threshold_uncertainty_score":0.9993858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758643885","doi":"10.11575/ajer.v63i2.56324","title":"Uplifting leadership for real school improvement—The North Coast Initiative for School Improvement: An Australian telling of a Canadian story","year":2017,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":15,"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); Townsend; Educational leadership; Sociology; Instructional leadership; Pedagogy; Political science; Geography","authors":[{"name":"Marilyn Chaseling","is_ca":false},{"name":"William Boyd","is_ca":false},{"name":"Robert J. Smith","is_ca":false},{"name":"Wendy Boyd","is_ca":false},{"name":"Brad Shipway","is_ca":false},{"name":"Christos Markopoulos","is_ca":false},{"name":"Alan Dean Foster","is_ca":false},{"name":"Cathy Lembke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2788141580467685,"gpt":0.3743039213274344,"spread":0.09548976328066594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001123597,0.0001736066,0.0001849359,0.0004979551,0.005747094,0.0004925837,0.001177455,0.0001335331,0.00007908054],"category_scores_gemma":[0.001263446,0.0001785667,0.0001432644,0.0004733324,0.0009212371,0.0008873062,0.00005006995,0.000265447,0.00001581213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722333,"about_ca_system_score_gemma":0.001896374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1097018,"about_ca_topic_score_gemma":0.6029113,"domain_scores_codex":[0.998405,0.0001313764,0.000237777,0.0003977332,0.0002249482,0.0006031893],"domain_scores_gemma":[0.9972864,0.000221187,0.0005281008,0.0005980326,0.0009121562,0.0004541366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001372616,0.0003001463,0.4972646,0.0001373399,0.0004030648,8.850589e-7,0.4453728,0.00001964204,0.0003199852,0.03860199,0.005843891,0.0115984],"study_design_scores_gemma":[0.0008148613,0.0001011061,0.07268509,0.0000210885,0.00006968586,6.972557e-8,0.6866155,0.00001575119,0.00007419616,0.0001324733,0.2392241,0.0002461053],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8680807,0.00004267152,0.001096426,0.115623,0.0005669969,0.003545669,0.001432099,0.0001772079,0.009435289],"genre_scores_gemma":[0.9789333,0.00001593564,0.000495407,0.0003876988,0.0004110965,0.00005500142,0.00007587211,0.00002446052,0.01960117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4932095,"threshold_uncertainty_score":0.9955473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2297875430","doi":"10.1515/nsad-2015-0043","title":"Significant life events and social connectedness in Australian women’s gambling experiences","year":2016,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Gambling Behavior and Treatments","field":"Psychology","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":"Social connectedness; Psychology; Recreation; Coping (psychology); Social psychology; Social capital; Social support; Qualitative research; Developmental psychology; Clinical psychology; Sociology","authors":[{"name":"Elaine Nuske","is_ca":false},{"name":"Louise Holdsworth","is_ca":false},{"name":"Helen Breen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09185754893788106,"gpt":0.347078450170109,"spread":0.2552209012322279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001844813,0.0001752864,0.0001909345,0.0004510085,0.0003321116,0.00007884403,0.0003204102,0.000158665,0.001004635],"category_scores_gemma":[0.00004056058,0.0001510057,0.00005376075,0.000559949,0.0002938118,0.0002829969,0.0000689913,0.000103266,0.0002165473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348878,"about_ca_system_score_gemma":0.00008705091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003050746,"about_ca_topic_score_gemma":0.00005497756,"domain_scores_codex":[0.9985441,0.0001406161,0.0002098059,0.0004990237,0.0001582501,0.0004481904],"domain_scores_gemma":[0.9992288,0.00008466336,0.0001296594,0.0002794429,0.0001134866,0.0001639836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463311,0.0004905316,0.8880151,0.000006056761,0.00007536982,0.00003634137,0.09843391,4.026235e-7,0.0004671587,0.009168359,0.00008677338,0.003073646],"study_design_scores_gemma":[0.004518804,0.00008892266,0.8086489,0.00002281821,0.00003176743,0.000005111066,0.159015,9.363421e-7,0.00009982624,0.0001520465,0.02701478,0.0004011357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971057,0.000009073512,0.00006984117,0.0009680219,0.0001958696,0.0002105438,0.0001174281,0.0001086105,0.001214954],"genre_scores_gemma":[0.9801599,0.000002323048,0.0000250409,0.00004372391,0.00004103547,0.00004004527,0.00001263819,0.00001852264,0.01965679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07936624,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7074107772","doi":"","title":"Experiencing environment and place through children's literature","year":2011,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Scholarship; Formative assessment; Set (abstract data type); Focus (optics); Environmental education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03099110534697856,"gpt":0.176594056735511,"spread":0.1456029513885324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001620956,0.0001371826,0.0001806618,0.0002008235,0.0004225574,0.0001668379,0.0002980383,0.00008133505,0.002670058],"category_scores_gemma":[0.0000216356,0.0001643142,0.00007222821,0.000265432,0.0002836566,0.0006910988,0.0001996846,0.00009702619,0.003086169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100028,"about_ca_system_score_gemma":0.00001103482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001641051,"about_ca_topic_score_gemma":0.000005842429,"domain_scores_codex":[0.9990003,0.00001014882,0.0002014075,0.000528144,0.00002688253,0.0002331935],"domain_scores_gemma":[0.9993371,0.00001434569,0.0001782559,0.0003725252,0.00002423875,0.00007353988],"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":[0.00003319687,0.0001687921,0.2525541,0.0000120681,0.0001562438,0.000006319073,0.1044013,0.00002538771,0.000005693491,0.6371133,0.005230286,0.0002932666],"study_design_scores_gemma":[0.0009858301,0.00003248518,0.05189994,0.00001079536,0.00001480937,0.00000772138,0.01304561,0.00009392831,0.00003913821,0.002315316,0.9310658,0.0004886087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6311487,0.0009741833,0.001027228,0.0001758608,0.0002806113,0.0002073999,0.000959376,0.00008668676,0.36514],"genre_scores_gemma":[0.7568129,0.000288336,0.001975996,0.0001475178,0.00005847394,0.000004630136,0.0000366063,0.00002083042,0.2406548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9258355,"threshold_uncertainty_score":0.9982417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1595118598","doi":"","title":"Gambling screens and problem gambling estimates: a parallel psychometric assessment of the South Oaks Gambling Screen and the Canadian Problem Gambling Index","year":2008,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Gambling Behavior and Treatments","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":"Psychology; False positive paradox; Context (archaeology); Population; Sample (material); Psychometrics; Consistency (knowledge bases); Clinical psychology; Psychiatry; Demography; Statistics; Geography; Mathematics","authors":[{"name":"Matthew Stevens","is_ca":false},{"name":"Martin Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08976639193861297,"gpt":0.3439752079069159,"spread":0.2542088159683029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001095101,0.0005079801,0.0005752031,0.001876268,0.002734403,0.0004324747,0.0009747965,0.0003632073,0.00009845517],"category_scores_gemma":[0.0001406253,0.00038764,0.0002553017,0.003691138,0.001413401,0.0004144393,0.0002990953,0.0007645158,0.00002458487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024921,"about_ca_system_score_gemma":0.0006603801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04528707,"about_ca_topic_score_gemma":0.01626437,"domain_scores_codex":[0.996464,0.0003398452,0.0006702721,0.0009898316,0.0006291,0.0009069387],"domain_scores_gemma":[0.9967054,0.000363898,0.0006618859,0.001178054,0.0006561356,0.0004346598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404539,0.0002366501,0.9715203,0.00003386541,0.0003590957,0.0000206214,0.009864741,0.0007012272,0.00001999322,0.01587832,0.00005991645,0.001164836],"study_design_scores_gemma":[0.01120905,0.0001201542,0.969862,0.0001952333,0.0005365708,0.0001653219,0.007938024,0.002934965,0.00001354637,0.0006143932,0.005634367,0.00077639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726501,0.0005096465,0.005916381,0.00155033,0.0002124275,0.002064218,0.0003433033,0.0002043018,0.01654927],"genre_scores_gemma":[0.988691,0.00005488991,0.006242652,0.0001335103,0.0000623473,0.00004188154,0.00005337044,0.00007679466,0.004643495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0290227,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W821407441","doi":"","title":"They think you're lying about your need: the impact of appearance on Aboriginal health and social service access","year":2014,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Indigenous Health, Education, and Rights","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":"Mainstream; Public relations; Citizen journalism; Sociology; Service (business); Participatory action research; Affect (linguistics); Political science; Gender studies; Business; Anthropology; Marketing; Law","authors":[{"name":"Mike Evans","is_ca":false},{"name":"Kasondra White","is_ca":false},{"name":"Lawrence D. Berg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03101884615766629,"gpt":0.3596063878765502,"spread":0.3285875417188839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00112235,0.0001546927,0.0002041612,0.0002334975,0.01038752,0.0003240747,0.0008904708,0.0001373379,0.00004641421],"category_scores_gemma":[0.00001301336,0.000115418,0.00009932771,0.0008916254,0.00041399,0.0005482979,0.000009158708,0.000245905,0.00003758573],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003697633,"about_ca_system_score_gemma":0.009019339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2317685,"about_ca_topic_score_gemma":0.2197778,"domain_scores_codex":[0.998152,0.0005150231,0.0002174597,0.000305327,0.0003365667,0.0004736382],"domain_scores_gemma":[0.9984089,0.0001234151,0.000397426,0.000343208,0.0005389458,0.0001881621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004178052,0.0001110613,0.01968802,0.00003975859,0.00003002859,1.411566e-7,0.6377116,0.00004719706,0.000001018241,0.3415951,0.00007747182,0.0006567974],"study_design_scores_gemma":[0.0006445175,0.00009937633,0.08100785,0.00005670382,0.00002007225,9.828954e-7,0.09355687,0.00009702015,0.000003585846,0.001749369,0.8224913,0.0002722938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269921,0.00007880494,0.0001509649,0.008610362,0.0001547837,0.0005328779,0.00008731046,0.00009450017,0.06329826],"genre_scores_gemma":[0.9932007,0.0003851779,0.00003916374,0.000380822,0.0004276752,8.697485e-7,0.00002281484,0.00001654516,0.005526301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8224139,"threshold_uncertainty_score":0.9965986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7075281545","doi":"","title":"Disciplines that influence tourism doctoral research. The United States, Canada, Australia and New Zealand","year":2012,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Multidisciplinary approach; Discipline; Tourism; Dominance (genetics); Doctoral dissertation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1449124619727452,"gpt":0.2827172469582064,"spread":0.1378047849854612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006837306,0.0001264791,0.0001658701,0.0003648595,0.0008118687,0.0003212812,0.0004902675,0.00005900721,0.0009422182],"category_scores_gemma":[0.00009114514,0.0001167851,0.00004054528,0.0007917473,0.0004606197,0.000594842,0.0002942187,0.0001857791,0.001125998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313484,"about_ca_system_score_gemma":0.00008589525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5318868,"about_ca_topic_score_gemma":0.08024069,"domain_scores_codex":[0.998871,0.00003393279,0.0002044114,0.0003297913,0.00007477397,0.0004861033],"domain_scores_gemma":[0.9989682,0.0001176706,0.0001646492,0.0004117758,0.0001078391,0.0002298889],"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":[0.00001094731,0.0000273551,0.6833781,0.000004529859,0.00005812842,0.00000142487,0.003954447,0.0001143779,7.219085e-7,0.06955392,0.2428607,0.00003533466],"study_design_scores_gemma":[0.0002432134,0.000004861115,0.1875965,0.000003288576,0.000005010494,0.000001011916,0.003611736,0.00005391329,0.00000258433,0.00076227,0.8075895,0.0001260992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839371,0.0001841221,0.00003653141,0.003788902,0.0004108669,0.0001727612,0.001030297,0.00002746734,0.01041196],"genre_scores_gemma":[0.5356439,0.00004987063,0.00003875447,0.00009201621,0.00007452674,0.000001465399,0.0000414893,0.000007523486,0.4640504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5647288,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111887265","doi":"","title":"International Trade in Education Services: Its Scope and Challenges Associated with Liberalisation.","year":2011,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"International Business and FDI","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":false},"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Scope (computer science); Accreditation; Liberalization; General Agreement on Trade in Services; Wonder; International trade; Business; Quality (philosophy); Space (punctuation); International economics; Economic growth; Political science; Free trade; Economics; Psychology; Law; Computer science","authors":[{"name":"Emmanuel Nyahoho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03587979158774324,"gpt":0.2077187949180334,"spread":0.1718390033302901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001582921,0.0001381754,0.0001081929,0.0006528678,0.0001658878,0.0002663904,0.0003715388,0.00008026909,0.0002613856],"category_scores_gemma":[0.00003822345,0.000138278,0.00002893586,0.0006206833,0.00007308155,0.002295352,0.00009591845,0.00009729246,0.0000651939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000934483,"about_ca_system_score_gemma":0.00006452481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006277042,"about_ca_topic_score_gemma":0.0009179459,"domain_scores_codex":[0.9991826,0.00001439303,0.0001577816,0.0002977105,0.000191649,0.0001558198],"domain_scores_gemma":[0.9992999,0.00002260649,0.000214898,0.0001531787,0.0002921922,0.00001718012],"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":[0.0001573045,0.0009143971,0.2249534,0.0001444353,0.0001366564,0.00001109843,0.003972476,0.0000360797,0.00005331508,0.7574281,0.0001377285,0.01205504],"study_design_scores_gemma":[0.001088701,0.000009264025,0.7060384,0.0001516429,0.00003448278,0.000002557762,0.003738252,0.0008192905,0.00001206632,0.0009364429,0.2868631,0.0003058491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7350487,0.0003264247,0.00007480604,0.007148609,0.0003168645,0.0003509918,0.00004066612,0.0001842919,0.2565086],"genre_scores_gemma":[0.9964638,0.0001585613,0.0001224821,0.0006308092,0.0001973566,0.00000772784,0.0001805371,0.00002216222,0.002216584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7564916,"threshold_uncertainty_score":0.5638812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1545906235","doi":"","title":"Challenging moral involuntariness as a principle of fundamental justice","year":2002,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Political Philosophy and Ethics","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":"Economic Justice; Sociology; Psychology; Epistemology; Social psychology; Political science; Philosophy; Law","authors":[{"name":"Stanley Yeo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09696092219701757,"gpt":0.3282588374962339,"spread":0.2312979152992163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003029771,0.0001058408,0.0001351559,0.0002125966,0.001053402,0.00008998466,0.0005436327,0.0001529458,0.000808779],"category_scores_gemma":[0.0003396383,0.0001253477,0.000094521,0.0007698325,0.0009332911,0.0004891202,0.0001355628,0.0002283418,0.0003421311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267079,"about_ca_system_score_gemma":0.000137756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378503,"about_ca_topic_score_gemma":0.0005116389,"domain_scores_codex":[0.9987522,0.0001302156,0.0001666832,0.0002457167,0.0003454048,0.0003597136],"domain_scores_gemma":[0.9989403,0.0001634949,0.0001103062,0.0002879999,0.0002861129,0.0002117451],"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":[0.000009273714,0.0001542724,0.01027886,0.00002274149,0.00002101099,0.000003943104,0.01481377,0.00002004715,0.00001528581,0.9744977,0.00003241772,0.0001306579],"study_design_scores_gemma":[0.001400701,0.00009045838,0.01123016,0.00005623231,0.0001748542,0.000003898386,0.05080194,0.000732995,0.00008294488,0.04255344,0.8922349,0.0006374901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5702664,0.00004739106,0.0001691945,0.005772701,0.0001418598,0.000174978,0.00008112861,0.0001418333,0.4232045],"genre_scores_gemma":[0.9762573,0.00003090469,0.0001217374,0.0002095829,0.0001600971,0.000001267052,0.000008314038,0.00001049489,0.02320027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9319443,"threshold_uncertainty_score":0.8855563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1579379693","doi":"","title":"Public-Private Relations: Managing Inter-Organisational Relationships","year":2006,"lang":"en","type":"book-chapter","venue":"ePublications@SCU (Southern Cross University)","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Public relations; Private sector; Product (mathematics); Public sector; Business; Supply chain; Political science; Marketing; Engineering","authors":[{"name":"Neal Ryan","is_ca":false},{"name":"Kerry Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06640676352676413,"gpt":0.2203916868853547,"spread":0.1539849233585906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009385413,0.0008078027,0.0005330565,0.004126828,0.001961287,0.002533786,0.001876609,0.0008114907,0.003219823],"category_scores_gemma":[0.0005737953,0.0009920014,0.0004188169,0.001494858,0.0005692652,0.005028309,0.001070216,0.001382334,0.01174877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009186813,"about_ca_system_score_gemma":0.0004021647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000199384,"about_ca_topic_score_gemma":0.0003716429,"domain_scores_codex":[0.9961506,0.00006044954,0.0008716707,0.001305315,0.0008428465,0.0007691238],"domain_scores_gemma":[0.9951183,0.0002675609,0.001456118,0.001510684,0.001554035,0.00009336472],"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":[0.00002068329,0.00007340744,0.01387984,0.00006940951,0.0001619101,0.00001815535,0.00009580008,0.00008625367,0.000006682973,0.96344,0.02161644,0.0005313926],"study_design_scores_gemma":[0.0006933884,0.000005691172,0.003261942,0.00009296917,0.0001721099,0.000005734448,0.0001851434,0.0005667045,0.000001396726,0.07090086,0.9231792,0.0009348611],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008799888,0.00008511651,0.008737242,0.009698506,0.000406318,0.0008679531,0.0002213888,0.001276525,0.977827],"genre_scores_gemma":[0.07792315,0.00001192926,0.001057562,0.0008220438,0.001691191,0.00001569872,0.003989666,0.0003035002,0.9141853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9015628,"threshold_uncertainty_score":0.999338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1519847871","doi":"","title":"Behaviour and acoustics of Indo-Pacific bottlenose dolphins (Tursiops aduncus) in the Byron Bay region, NSW, Australia","year":2008,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Marine animal studies overview","field":"Environmental Science","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":"Indo-Pacific; Bay; Bottlenose dolphin; Geography; Fishery; Oceanography; Geology; Archaeology; Biology","authors":[{"name":"Elizabeth R. Hawkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03320975086868681,"gpt":0.2393555868218341,"spread":0.2061458359531473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002290903,0.0001706976,0.0001818289,0.0001195795,0.0004310428,0.00003841446,0.0006362404,0.0001005698,0.0003282208],"category_scores_gemma":[0.00006862038,0.000147036,0.00006804535,0.001009854,0.0008590291,0.0003081552,0.0003815659,0.000219649,0.0001129068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158166,"about_ca_system_score_gemma":0.00002386215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947284,"about_ca_topic_score_gemma":0.001448025,"domain_scores_codex":[0.998719,0.0001077549,0.0002263218,0.0003650606,0.0003047845,0.0002770858],"domain_scores_gemma":[0.9991722,0.00007815354,0.000136471,0.0004879733,0.00005327858,0.00007197013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002191548,0.0001811352,0.9918326,0.000009786121,0.00001051516,0.00002739045,0.004090338,0.00003547695,0.0001463377,0.0009000782,0.002481707,0.0002627423],"study_design_scores_gemma":[0.0004270525,0.00005058081,0.9590193,0.000009119728,0.00002840094,0.00002468885,0.003343428,0.00001689926,0.00001966182,0.00005227656,0.03684858,0.0001599844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990858,0.00004252761,0.0001184262,0.0007144794,0.00002886085,0.0002947371,0.00005575675,0.00003066938,0.007856564],"genre_scores_gemma":[0.9923561,0.0001730282,0.0001868158,0.00008268759,0.000019179,0.000003041246,0.00001175956,0.00001183896,0.007155598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03436687,"threshold_uncertainty_score":0.5995954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1550959762","doi":"","title":"Report on the Statistical Description and Analysis of the 2006 Metis nation of British Columbia Provincial Survey","year":2007,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Archaeology and Natural History","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":"Metis; Geography; Statistical analysis; History; Computer science; Statistics; World Wide Web; Mathematics","authors":[{"name":"Peter Hutchinson","is_ca":false},{"name":"Mike Evans","is_ca":false},{"name":"Colin Reid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02345749849085762,"gpt":0.2594711177487745,"spread":0.2360136192579169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002111394,0.00004057202,0.0001161175,0.00015417,0.0007929801,0.00001776106,0.0002640315,0.0001051,0.0001193597],"category_scores_gemma":[0.001179319,0.00004325704,0.00006572872,0.001549833,0.001860741,0.0001311222,0.00005922612,0.0001231295,0.000001465036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275007,"about_ca_system_score_gemma":0.0001891718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1740589,"about_ca_topic_score_gemma":0.8016712,"domain_scores_codex":[0.9987968,0.000440763,0.0001860492,0.0001726386,0.0002789346,0.0001248406],"domain_scores_gemma":[0.9984438,0.0005522073,0.0002706745,0.0002001916,0.0004931225,0.00004001291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002950029,0.00006244262,0.9742898,0.000002491409,0.0000983078,0.000003448257,0.00255965,0.000003269828,0.00002011587,0.01949323,0.001246583,0.00219116],"study_design_scores_gemma":[0.00008334834,0.00001349027,0.9813307,0.000003959507,0.00008986143,8.512292e-7,0.0009445349,0.00001535962,0.000004911899,0.0005267724,0.01693945,0.00004676431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912862,0.00002917836,0.002481803,0.0003064961,0.00007071847,0.0002262157,0.0007372826,0.00001687232,0.004845275],"genre_scores_gemma":[0.9822429,0.00001056602,0.0001500414,0.00003068679,0.00001757638,6.083272e-7,0.00005311799,0.000003087029,0.01749135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6276124,"threshold_uncertainty_score":0.8314412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W258407000","doi":"","title":"Metis networks in British Columbia: examples from the central interior","year":2012,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metis; Geography; History; Computer science; World Wide Web","authors":[{"name":"Mike Evans","is_ca":false},{"name":"Jean Barman","is_ca":false},{"name":"Gabrielle Legault","is_ca":false},{"name":"Erin Dolmage","is_ca":false},{"name":"Geoff Appleby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01454017927486372,"gpt":0.1909174000060651,"spread":0.1763772207312014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001563214,0.0001199309,0.0001528819,0.00007452867,0.0003036286,0.0004392304,0.0005132408,0.0001264253,0.0003735445],"category_scores_gemma":[0.00004588105,0.0001637237,0.00008568344,0.000468828,0.0001594619,0.0003652028,0.0001106855,0.000297052,0.0000503448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511566,"about_ca_system_score_gemma":0.0000291736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01828588,"about_ca_topic_score_gemma":0.1000676,"domain_scores_codex":[0.9989204,0.0001027913,0.0001656465,0.0002036386,0.000121964,0.0004855688],"domain_scores_gemma":[0.9992042,0.0001799135,0.00004335284,0.0003811583,0.00005103348,0.0001403183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008751082,0.00006198305,0.9747019,0.000007836992,0.00008492136,0.00000775119,0.00498159,0.003840035,0.00006288508,0.000248959,0.003002955,0.01299046],"study_design_scores_gemma":[0.0005021832,0.000007275214,0.8350981,0.00002634436,0.00003031297,0.000007211971,0.001800319,0.003781068,0.00001116829,0.0001806444,0.1582672,0.0002881577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929599,0.0006906015,0.06574076,0.00008509094,0.0002722908,0.0002469279,0.0002690863,0.0003110759,0.002785162],"genre_scores_gemma":[0.9970675,0.00005917077,0.0005418317,0.00008935827,0.00025123,0.000004621685,0.00007204564,0.00003407854,0.001880166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1552642,"threshold_uncertainty_score":0.9882514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946935023","doi":"","title":"Failing to See the Wood for The Trees? A Critical Analysis of Australia’s Tax Provisions for Land and Forest Conservation","year":2018,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Incentive; Natural resource economics; Easement; Economics; Tax reform; Tax incentive; Business; Public economics; Political science; Market economy","authors":[{"name":"Evgeny Guglyuvatyy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1270216232491993,"gpt":0.2805091060793756,"spread":0.1534874828301762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004577499,0.000076255,0.0001566175,0.0002361367,0.0004807165,0.000100213,0.0002217108,0.00005614334,0.0001001636],"category_scores_gemma":[0.0002915541,0.00006531915,0.0001116837,0.0004326542,0.0002742875,0.0001955482,0.00005192645,0.00003921219,0.00003629274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006330291,"about_ca_system_score_gemma":0.00001657874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005155961,"about_ca_topic_score_gemma":0.00226299,"domain_scores_codex":[0.9993296,0.00001214651,0.0002428303,0.0002508275,0.00002377955,0.000140797],"domain_scores_gemma":[0.9989902,0.00041961,0.0001655855,0.000288809,0.00009126199,0.00004456828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004324283,0.00004966707,0.7680895,0.000009375794,0.0002675633,2.533248e-8,0.001468238,0.0007424377,0.00001981203,0.2285822,0.0004414097,0.0002865152],"study_design_scores_gemma":[0.0005952707,0.000103199,0.86951,0.000004409591,0.0002428876,2.772109e-7,0.001579921,0.03524119,0.00002049175,0.003374072,0.08919122,0.000137045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840878,0.000027407,0.1064885,0.006880203,0.00005031898,0.0006125214,0.001480759,0.00001090873,0.0003615993],"genre_scores_gemma":[0.9944578,0.000005827615,0.001209895,0.0001531653,0.00004717137,0.00002802015,0.00006063491,0.000008409422,0.004029019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252081,"threshold_uncertainty_score":0.3697331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7019367521","doi":"","title":"Funding and ethics in Métis community based research: the complications of a contemporary context","year":2012,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Hegemony; Space (punctuation); Research ethics; Ethical issues; White (mutation); White paper","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3517552360347409,"gpt":0.4201548138754229,"spread":0.06839957784068196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008423028,0.00008390045,0.0001301233,0.0004703383,0.01373568,0.0001054063,0.0006552875,0.000185953,0.00004656108],"category_scores_gemma":[0.0001664645,0.00007347023,0.00004267844,0.001538457,0.002231155,0.0004757209,0.0000172024,0.0008832471,0.00002440839],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006567,"about_ca_system_score_gemma":0.006631313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2071807,"about_ca_topic_score_gemma":0.4751154,"domain_scores_codex":[0.9955561,0.003263942,0.0002269777,0.000144769,0.0003438013,0.0004644478],"domain_scores_gemma":[0.995544,0.00277199,0.0001746966,0.000506535,0.0008184394,0.0001843933],"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":[0.000007835733,0.0001897162,0.06572608,0.00001637985,0.00000617069,8.435138e-8,0.3970568,8.472292e-7,0.00000280867,0.5368726,0.00005784784,0.00006281068],"study_design_scores_gemma":[0.0002568278,0.00001443295,0.05454303,0.00002740422,0.000004621169,3.614495e-7,0.1790865,0.000008753233,0.00001222307,0.0007455864,0.76522,0.00008016694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7987983,0.0002629508,0.0003638339,0.009906617,0.0001047688,0.0008069572,0.000109084,0.00005389964,0.1895936],"genre_scores_gemma":[0.9937748,0.0001625168,0.000112218,0.0001404065,0.00005987972,0.000002616257,0.00003349411,0.0000089718,0.005705048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7651622,"threshold_uncertainty_score":0.9990002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809793173","doi":"","title":"An investigation of quality assurance in the Thai therapeutic massage industry for critical competency and quality standards","year":2018,"lang":"en","type":"dissertation","venue":"ePublications@SCU (Southern Cross University)","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality assurance; Quality (philosophy); Massage; Business; Medicine; Medical education; Alternative medicine; Marketing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1038898110098728,"gpt":0.4805158388272348,"spread":0.3766260278173619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004065477,0.0003247817,0.0005221421,0.0003961764,0.001102336,0.00008008706,0.0009894804,0.001141673,0.0001828174],"category_scores_gemma":[0.0008849093,0.0002854257,0.0001239304,0.0008047928,0.0005455978,0.0005493166,0.00005522656,0.001431826,0.000009373662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612367,"about_ca_system_score_gemma":0.001650847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009096978,"about_ca_topic_score_gemma":0.007019198,"domain_scores_codex":[0.9949363,0.002291773,0.0009339841,0.0006238256,0.0007280443,0.0004861058],"domain_scores_gemma":[0.993861,0.002153972,0.0009552685,0.0009216365,0.001970329,0.0001378002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001367655,0.0003990069,0.6285281,0.002173541,0.000229612,0.000001282344,0.08446685,0.000001617794,0.001954358,0.2775218,0.0003347672,0.00302141],"study_design_scores_gemma":[0.002090039,0.0001789426,0.8798916,0.0003444847,0.0001273055,3.123335e-7,0.0876777,0.00002543673,0.00008693596,0.009395285,0.01974769,0.0004342501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884309,0.0002183355,0.0005181957,0.002384192,0.0003619447,0.001892448,0.003609705,0.00008496762,0.002499326],"genre_scores_gemma":[0.9924983,0.00003025878,0.001079236,0.0007888802,0.000154708,0.00006012713,0.001286974,0.00004945563,0.004052031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2681265,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W338430353","doi":"","title":"Tertiary popular music studies in the 21st century: some perspectives from eastern Australia and eastern Canada","year":2007,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; History; Geography; Media studies; Sociology","authors":[{"name":"Jon Fitzgerald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1216588732421318,"gpt":0.2621716988285069,"spread":0.1405128255863751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002273357,0.0002169123,0.0002188666,0.0001827934,0.0008308201,0.0004219727,0.0004832228,0.00005373534,0.0003806913],"category_scores_gemma":[0.00006844406,0.000165386,0.00006311274,0.0001813086,0.000982622,0.0004431836,0.000255488,0.000209297,0.00006969197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877112,"about_ca_system_score_gemma":0.00005380146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2657383,"about_ca_topic_score_gemma":0.6467325,"domain_scores_codex":[0.9986441,0.0001015438,0.0002026739,0.0004061584,0.0002769686,0.0003685308],"domain_scores_gemma":[0.9991292,0.00016775,0.0001230639,0.0002875394,0.0002154185,0.00007705762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004816952,0.0002179669,0.1905733,0.00001832087,0.0002777964,0.0001181198,0.2480228,0.000002544718,0.000009067355,0.5584542,0.001342704,0.0009150606],"study_design_scores_gemma":[0.0003611031,0.00001760168,0.04916131,0.00001407497,0.00003596464,7.218793e-7,0.4781819,0.000002147546,7.857612e-7,0.0003613387,0.4716973,0.0001657845],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836589,0.0008826429,0.00000237853,0.001878676,0.0003170551,0.0002732741,0.0002779101,0.00005512296,0.0126541],"genre_scores_gemma":[0.9851643,0.00004679495,0.00001461279,0.0005761677,0.0003156558,0.000002811302,0.00002306406,0.00001118338,0.01384537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5580928,"threshold_uncertainty_score":0.7391512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992620158","doi":"","title":"Mandatory detention: twenty years of inhumane public policy","year":2013,"lang":"en","type":"other","venue":"ePublications@SCU (Southern Cross University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legislation; Amnesty; Refugee; Human rights; Immigration detention; Immigration; Asylum seeker; Authorization; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01839106947368953,"gpt":0.2447556856860726,"spread":0.2263646162123831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003758124,0.0005941868,0.0006861601,0.00769956,0.0002928103,0.000391968,0.002216485,0.0008116161,0.01359553],"category_scores_gemma":[0.0002456909,0.000756832,0.0004674954,0.004728848,0.001338709,0.0007170507,0.0006209337,0.000534953,0.02398424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007594046,"about_ca_system_score_gemma":0.001110032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002312704,"about_ca_topic_score_gemma":0.0006347729,"domain_scores_codex":[0.9964993,0.0003153222,0.0005513505,0.001036595,0.0008046394,0.000792802],"domain_scores_gemma":[0.9949664,0.00006881072,0.001474176,0.002305101,0.0007559053,0.0004296002],"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":[0.00005296576,0.00108754,0.01985792,0.0002930604,0.001311328,0.00003045433,0.0009180391,0.000006371387,0.0003723806,0.359886,0.6078501,0.008333848],"study_design_scores_gemma":[0.001297349,0.00003081707,0.007387904,0.00008893919,0.0001129542,0.00000692897,0.0003910269,0.000008411876,0.00001555684,0.0001202188,0.9898964,0.0006434602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01055133,0.0003766686,0.0004931533,0.0004147663,0.0002963814,0.001272575,0.005631423,0.001640388,0.9793233],"genre_scores_gemma":[0.01158508,0.00007503918,0.0004901321,0.00007040879,0.0004970792,0.00001448874,0.001113138,0.001097519,0.9850571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3820464,"threshold_uncertainty_score":0.9994883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036796793","doi":"","title":"The comprehensive osteoarthritis test (COAT): a simple index for measurement of treatment effects in clinical trials","year":2004,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"WOMAC; Osteoarthritis; Context (archaeology); Clinical trial; Ordinal Scale; Scale (ratio); Severity of illness","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.621138476071747,"gpt":0.5640080379549732,"spread":0.05713043811677376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.02460099,0.0001743861,0.0006011256,0.01193117,0.0006113533,0.001058484,0.00184326,0.0001609601,0.00002683332],"category_scores_gemma":[0.08649395,0.0001149828,0.0004968708,0.04584906,0.0005437702,0.0003392586,0.000299997,0.0001730478,0.00007160196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076024,"about_ca_system_score_gemma":0.001027191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004821243,"about_ca_topic_score_gemma":0.001259968,"domain_scores_codex":[0.9938674,0.0009711208,0.001331679,0.0006931645,0.002628672,0.0005079456],"domain_scores_gemma":[0.9598402,0.03159067,0.0008786064,0.001158697,0.0062085,0.0003233789],"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":[0.0004306245,0.001522999,0.6286715,0.00001591739,0.0001266557,0.00001205209,0.0007356319,0.000651411,0.0006540951,0.01506137,0.0007195038,0.3513982],"study_design_scores_gemma":[0.01722859,0.00230585,0.3912474,0.00003690286,0.00004487004,0.00000289748,0.004147504,0.0007003274,0.00101022,0.01504274,0.5678772,0.0003555661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754327,0.0007427143,0.01649907,0.002214555,0.000345497,0.00281365,0.0005501368,0.00003996967,0.001361708],"genre_scores_gemma":[0.998056,0.0001257735,0.0003137585,0.00004041736,0.0000587972,0.0000266778,0.000009579918,0.00001178567,0.001357219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5671577,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037310676","doi":"","title":"Disgusting pedagogies","year":2009,"lang":"en","type":"other","venue":"ePublications@SCU (Southern Cross University)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Hyporeflexia; Liquation; Fusible alloy; Pretext","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04194089494194068,"gpt":0.3182225101807088,"spread":0.2762816152387681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000145563,0.0004411285,0.0004462282,0.001042236,0.0004509146,0.0001673463,0.000970911,0.0004988219,0.009119019],"category_scores_gemma":[0.00008788806,0.0004705235,0.0002484091,0.0009263406,0.0003403258,0.0001226441,0.0002029472,0.0004147306,0.004852751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243234,"about_ca_system_score_gemma":0.0001052844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162876,"about_ca_topic_score_gemma":0.000572633,"domain_scores_codex":[0.9979802,0.0001376961,0.0002580209,0.0008067605,0.000249922,0.0005673422],"domain_scores_gemma":[0.9980623,0.0001365256,0.0004049845,0.001093347,0.0001755987,0.0001272058],"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":[0.00007927504,0.0004303623,0.03489941,0.00005823507,0.001132551,0.000134189,0.01115325,0.000005672207,0.00001073271,0.06309062,0.8800526,0.00895316],"study_design_scores_gemma":[0.0006377847,0.00003107247,0.006233218,0.00001674789,0.0001244163,0.000006052611,0.01064813,0.000001684456,0.000001341873,0.0001099309,0.9816988,0.0004908198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00170304,0.001328758,0.0004478246,0.000753591,0.0004605542,0.0003851838,0.0004686757,0.001353413,0.993099],"genre_scores_gemma":[0.003497098,0.00008648824,0.0003068556,0.0002277277,0.0005003394,0.000006916384,0.0001549761,0.0002828827,0.9949367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1016463,"threshold_uncertainty_score":0.9997746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1600985112","doi":"","title":"Goonellabah Transition Program: final evaluation plan","year":2005,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Business; Computer science; Geography","authors":[{"name":"Sallie Newell","is_ca":false},{"name":"Kimberlii Austen-Baker","is_ca":false},{"name":"Anne Graham","is_ca":false},{"name":"Mary Ward","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04469255016106751,"gpt":0.3090413545469308,"spread":0.2643488043858633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007123321,0.0001349771,0.0001096657,0.0002688445,0.001811279,0.0002971152,0.0004654899,0.0001551015,0.001279888],"category_scores_gemma":[0.00008269712,0.0001587931,0.0001047985,0.00100583,0.0003202865,0.0009321189,0.00001623602,0.0001445863,0.0004269459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000511825,"about_ca_system_score_gemma":0.0009202092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278259,"about_ca_topic_score_gemma":0.006611621,"domain_scores_codex":[0.9982885,0.0002893029,0.000179266,0.0003581754,0.0005363765,0.0003483664],"domain_scores_gemma":[0.9986861,0.00005309297,0.0001362286,0.0003194379,0.0006253184,0.0001797676],"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":[0.0001689785,0.002655009,0.04270133,0.00003556581,0.0001885654,0.000003369977,0.2918498,0.0007691958,0.00009199556,0.2730491,0.01305687,0.3754303],"study_design_scores_gemma":[0.0006565692,0.0000232218,0.01438077,0.000009645902,0.00005423591,0.000001183313,0.01578259,0.0004361312,0.00002118396,0.0004217352,0.9680021,0.0002106705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7047707,0.0002784121,0.001091114,0.02680817,0.0003078142,0.001301903,0.0002225537,0.000647951,0.2645714],"genre_scores_gemma":[0.9727301,0.00009432813,0.0008193777,0.0002776849,0.0006493125,0.00001458716,0.0003297154,0.00001778077,0.02506709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9549452,"threshold_uncertainty_score":0.9996331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7069076408","doi":"","title":"Diver in North Bay","year":2004,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bay; Shore; Fishing; Bathymetry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01040135288316298,"gpt":0.2250320983047022,"spread":0.2146307454215392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006761639,0.0001041627,0.00007248007,0.0001980909,0.0001473982,0.000047301,0.0003444958,0.0001066795,0.00005151053],"category_scores_gemma":[0.00003277446,0.000113143,0.00006183266,0.0006117065,0.0001021457,0.00001592665,0.0001055654,0.00008452417,0.0001066092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007712864,"about_ca_system_score_gemma":0.0001612621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006268464,"about_ca_topic_score_gemma":0.0009809854,"domain_scores_codex":[0.9992145,0.00003509782,0.0001174664,0.0003495477,0.0001048429,0.0001785834],"domain_scores_gemma":[0.9992818,0.000003875488,0.00007287303,0.0004344864,0.0001278088,0.0000791702],"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":[0.0002138985,0.0005774279,0.8758188,0.00001999633,0.00006755423,0.00001214124,0.001870159,0.00251125,0.09714808,0.01614786,0.001317961,0.004294787],"study_design_scores_gemma":[0.001777271,0.00004790887,0.3276661,0.000008219451,0.00000908266,0.000002870896,0.001004678,0.000010711,0.007991217,0.0001180262,0.6610917,0.0002722309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988647,0.00006518752,0.003215924,0.0006369614,0.00006519,0.0001393416,0.00004923207,0.00003045644,0.007150741],"genre_scores_gemma":[0.9895524,0.00003883518,0.0002598545,0.0001841475,0.00006220134,0.000004199036,0.0001522346,0.00001294915,0.00973319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597737,"threshold_uncertainty_score":0.4613836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1586249903","doi":"","title":"A case of geocide: the political and cartographic erasure of the Island Cache (British Columbia)","year":2010,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Mainland; Politics; Erasure; Cache; Mainland China; Rendering (computer graphics); History; Geography; Context (archaeology); Cartography; Archaeology; Computer science; Political science; China; Law; Artificial intelligence","authors":[{"name":"Mike Evans","is_ca":true},{"name":"Stephen F. Foster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02019593354494806,"gpt":0.2926862642581671,"spread":0.272490330713219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004505796,0.00007665604,0.0001939124,0.00006504352,0.004495781,0.00003440835,0.0003316777,0.0002135172,0.0003459909],"category_scores_gemma":[0.0002769333,0.00007168334,0.00009626152,0.0005344264,0.0009937454,0.00006485389,0.0003318822,0.0005876782,0.000007820435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004493062,"about_ca_system_score_gemma":0.0003755759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1629785,"about_ca_topic_score_gemma":0.8962797,"domain_scores_codex":[0.9986747,0.0002644796,0.0002514877,0.0001986807,0.0001069271,0.0005037579],"domain_scores_gemma":[0.9981179,0.0004062778,0.0002262243,0.0004867488,0.0006823338,0.00008051783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008167492,0.00006546798,0.9582284,0.00005060447,0.00006938059,0.0000172208,0.01284761,5.413888e-7,0.00006579682,0.02748772,0.001037358,0.0001217006],"study_design_scores_gemma":[0.001715276,0.00008391849,0.6589293,0.00003807109,0.0002005006,0.0003426253,0.2010889,0.00003453991,0.000009859535,0.001444467,0.1358605,0.0002519973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860439,0.00003743801,0.00001757695,0.001776603,0.0002049693,0.0005995195,0.0006360557,0.0000217928,0.0106621],"genre_scores_gemma":[0.9923227,0.00000944128,0.00002891793,0.0002440827,0.00006641685,0.000008256234,0.000005843568,0.00001153196,0.007302783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7333012,"threshold_uncertainty_score":0.9968002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883505630","doi":"","title":"A 'great anti-war play' : Bury the Dead on the world stage","year":2018,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Military History and Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Project commissioning; History; Publishing; Political science; Law; Biology","authors":[{"name":"Lisa Milner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03561965416953319,"gpt":0.2784665683593976,"spread":0.2428469141898644,"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":[0.0007779341,0.0001394348,0.0001105945,0.0002005734,0.004674414,0.0001442233,0.001186535,0.00008779275,0.003206339],"category_scores_gemma":[0.0001610301,0.00009765143,0.000114573,0.001437168,0.002104371,0.0003295141,0.00007864615,0.0002518033,0.001100662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013748,"about_ca_system_score_gemma":0.0003386866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516817,"about_ca_topic_score_gemma":0.02246497,"domain_scores_codex":[0.9983844,0.0004545634,0.0001364945,0.0003311723,0.0003357734,0.0003575915],"domain_scores_gemma":[0.9984369,0.0003645466,0.0001081728,0.0007049533,0.0002681476,0.0001172545],"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":[0.0000476875,0.00009288799,0.009585944,0.00000291527,0.00004613103,0.000007190467,0.04172834,0.00001478107,0.00004341988,0.9351009,0.01258274,0.0007470957],"study_design_scores_gemma":[0.0001507973,0.00002982463,0.005409682,0.000006423756,0.00001448316,3.033125e-7,0.02017516,0.0000155006,0.00002631528,0.0004304766,0.9736123,0.0001287054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4690812,0.00006221082,0.00009904335,0.008905154,0.0001962953,0.0003341412,0.0001270055,0.0001496693,0.5210453],"genre_scores_gemma":[0.7129698,0.00001612742,0.00002194693,0.0005403835,0.0002554619,0.000002724001,0.000006862401,0.000009835097,0.2861769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9610296,"threshold_uncertainty_score":0.9996771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1579089831","doi":"","title":"The historiography of a moving object: emerging understandings of the North American Metis: A book review of 'The long journey of a forgotten people: Metis identities and family histories' and 'The Western Metis: profile of a people'","year":2009,"lang":"en","type":"review","venue":"ePublications@SCU (Southern Cross University)","topic":"American Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metis; Historiography; History; Genealogy; Object (grammar); Sociology; Archaeology; Linguistics; Computer science; Philosophy; World Wide Web","authors":[{"name":"Mike Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01271621064596041,"gpt":0.2283146011612276,"spread":0.2155983905152672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005122098,0.000363712,0.001623693,0.0003585019,0.0007514974,0.0001009475,0.001084588,0.00007597131,0.00003535828],"category_scores_gemma":[0.000150791,0.0001936205,0.0008826276,0.001674216,0.003984434,0.0003107792,0.0002901476,0.0003659066,2.831778e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318979,"about_ca_system_score_gemma":0.0003606166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644458,"about_ca_topic_score_gemma":0.003955687,"domain_scores_codex":[0.9975054,0.0004853748,0.0009459375,0.0003246303,0.000506554,0.0002320791],"domain_scores_gemma":[0.9942225,0.0003274215,0.003732218,0.0008155594,0.0008494015,0.00005287304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002429377,0.0003914392,0.02265229,0.08059598,0.005381606,0.000003055981,0.6650429,0.00000125238,0.000005669671,0.1592256,0.01527641,0.05118084],"study_design_scores_gemma":[0.0003085399,0.00006675209,0.001602516,0.007112973,0.00214116,0.000007967375,0.02448542,4.714311e-7,7.923686e-7,0.00003153268,0.9640317,0.0002101971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001338953,0.992939,0.00003010037,0.000588944,0.000109249,0.001199693,0.000771653,0.00001589198,0.003006491],"genre_scores_gemma":[0.006117693,0.9748284,0.00002948726,0.0001781138,0.00005808964,0.00002310878,0.00002719297,0.0000389745,0.018699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9487553,"threshold_uncertainty_score":0.9987261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964042723","doi":"","title":"Fractured relations? Understanding Indigenous responses to the pursuit of unconventional oil and gas extraction in Australia and Canada","year":2014,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Unconventional oil; Extraction (chemistry); Fossil fuel; Geography; Engineering; Chemistry; Ecology","authors":[{"name":"Catherine Howlett","is_ca":false},{"name":"Gabrielle Slowey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02048789478936861,"gpt":0.221987754910096,"spread":0.2014998601207274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002764018,0.00007645146,0.0000767468,0.0002631316,0.0002013376,0.0000747561,0.0001421648,0.00004747706,0.00003351413],"category_scores_gemma":[0.00005413669,0.00007236492,0.00001540835,0.0003072478,0.00005904787,0.00008047034,0.00004085668,0.0001095006,0.000003913133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376533,"about_ca_system_score_gemma":0.00004612588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0348078,"about_ca_topic_score_gemma":0.1188603,"domain_scores_codex":[0.9994249,0.00005289027,0.0001190247,0.0001303836,0.0001481106,0.0001246477],"domain_scores_gemma":[0.9995874,0.0001255845,0.00004625605,0.0001524169,0.00003388804,0.00005451752],"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":[0.0003299658,0.0001888083,0.6442065,0.0003722384,0.0005016545,0.00002585079,0.05949199,0.1465901,0.001387755,0.1176034,0.006597881,0.02270394],"study_design_scores_gemma":[0.0008395686,0.00003809393,0.3059294,0.00006836592,0.00004747817,0.000006953325,0.01041571,0.003338714,0.00006100783,0.0003485488,0.678606,0.0003001248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919629,0.00003606383,0.00402845,0.001259866,0.00005765797,0.00006812393,0.0000350895,0.00003311246,0.002518726],"genre_scores_gemma":[0.9894747,0.000008482873,0.0001314359,0.00002419815,0.00001717964,0.000001593602,0.000009846913,0.000008114624,0.01032451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6720082,"threshold_uncertainty_score":0.9716195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1496257533","doi":"","title":"BC Metis land use study and historical research into the presence of Metic in BC","year":2009,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metis; Geography; History; Computer science; World Wide Web","authors":[{"name":"Mike Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0958916667936742,"gpt":0.2821292856585161,"spread":0.1862376188648419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006517884,0.00009278081,0.000143212,0.0005391485,0.0006449617,0.0001349777,0.0004606605,0.00003957956,0.0002063553],"category_scores_gemma":[0.0002296519,0.00007744758,0.00004022682,0.0004437586,0.0006839929,0.0004205752,0.0001210784,0.0002464142,0.00008261558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003459569,"about_ca_system_score_gemma":0.00009249133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006839186,"about_ca_topic_score_gemma":0.008766688,"domain_scores_codex":[0.9987037,0.0003048964,0.0001710763,0.0002793024,0.0003368069,0.0002042357],"domain_scores_gemma":[0.9987389,0.0002741427,0.00008512599,0.0004392882,0.0003982686,0.00006428858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001416961,0.001298459,0.3111792,0.00001987124,0.00005115212,0.00002145084,0.5192998,0.00002493551,0.00007000414,0.161745,0.003306895,0.00284154],"study_design_scores_gemma":[0.0005365011,0.0001642063,0.07184839,0.00001161801,0.00002031134,6.286948e-7,0.02680986,0.00006324245,0.000003826015,0.0004360045,0.8999813,0.0001240965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862535,0.0002013117,0.00003635291,0.001318762,0.00007120812,0.0003845298,0.00001464679,0.00003652952,0.01168314],"genre_scores_gemma":[0.9220816,0.000009030809,0.00004587466,0.00002414901,0.00005334997,0.000002340285,0.000002579914,0.000007520006,0.07777357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8966744,"threshold_uncertainty_score":0.9997743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1481045726","doi":"","title":"Twining a maple leaf into the wattle: Billy Blinkhorn’s insertion into ‘Traditional’ Australian music","year":2008,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wattle (construction); Maple; Art; Visual arts; Biology; Geography; Botany; Archaeology","authors":[{"name":"Philip Hayward","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1806002831794394,"gpt":0.228936438727274,"spread":0.04833615554783455,"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":[0.000222492,0.0002381914,0.0002056163,0.0003128613,0.004000804,0.0006227189,0.0007370149,0.0001041289,0.00440302],"category_scores_gemma":[0.0001341255,0.0001849951,0.0001797016,0.0004636598,0.001847686,0.0007423252,0.0002473157,0.0003012035,0.001421364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703974,"about_ca_system_score_gemma":0.000114656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869029,"about_ca_topic_score_gemma":0.00217494,"domain_scores_codex":[0.9984661,0.0001168082,0.0002580477,0.0004466233,0.0003611897,0.0003512523],"domain_scores_gemma":[0.9985306,0.0001785434,0.0001795616,0.0004294879,0.0005657793,0.000115981],"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":[0.00006233634,0.0003670753,0.009347693,0.00001832203,0.000197201,0.00003136613,0.1869629,0.0000630287,0.00008619198,0.769713,0.03133842,0.001812452],"study_design_scores_gemma":[0.0004817961,0.00006484398,0.01033566,0.00001077659,0.00004002468,0.000004151034,0.03400963,0.00001966328,0.00001037983,0.002310159,0.9524566,0.00025633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8680115,0.00004780376,0.00008431883,0.01312173,0.0004578529,0.0003850911,0.0001632123,0.0003845391,0.1173439],"genre_scores_gemma":[0.903969,0.00001583641,0.000173691,0.0009360734,0.0004781192,0.00001404415,0.0001244235,0.00002250429,0.09426623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9211182,"threshold_uncertainty_score":0.9993562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W50200780","doi":"","title":"Canada and Australia: parallel lands for folk study","year":2006,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"History; Geography","authors":[{"name":"Robert J. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03867108605045712,"gpt":0.3301200167795509,"spread":0.2914489307290938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002824123,0.000131654,0.0002013568,0.0001188147,0.004686105,0.00002755903,0.0002184122,0.0001206016,0.0001603371],"category_scores_gemma":[0.00004787769,0.0001307517,0.00003847746,0.0002716636,0.00007481359,0.00009066492,0.000149416,0.0001889164,0.00004670356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000429537,"about_ca_system_score_gemma":0.0007991429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8903815,"about_ca_topic_score_gemma":0.9934047,"domain_scores_codex":[0.9986076,0.0001040826,0.0002344425,0.0002996646,0.0001031119,0.000651137],"domain_scores_gemma":[0.9988554,0.0002243565,0.0001547235,0.0002660864,0.000418704,0.00008079535],"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":[0.00004819762,0.0001284373,0.9666053,0.00002597318,0.00005996981,0.000005964762,0.006269197,0.00002225319,0.000002345677,0.01412734,0.01267884,0.0000261666],"study_design_scores_gemma":[0.001798516,0.00008128199,0.3268838,0.000003565306,0.00004386204,7.144133e-7,0.05509635,0.0000170013,3.403594e-7,0.0001374276,0.6157794,0.0001577759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988166,0.00001902077,0.0002769955,0.001582612,0.0002016824,0.001413899,0.0004668765,0.00006359255,0.007809353],"genre_scores_gemma":[0.8920652,0.000002868772,0.0001617022,0.0001878881,0.0001584094,0.00004181906,0.00006922988,0.00001526335,0.1072976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6397215,"threshold_uncertainty_score":0.9966097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2255303841","doi":"","title":"Building Indigenous knowledge through Indigenist research","year":2012,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Indigenous Knowledge Systems and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Sociology; Political science","authors":[{"name":"Shawn Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06270276204989964,"gpt":0.3134200889694964,"spread":0.2507173269195968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009612427,0.0002436348,0.0002284332,0.0001058288,0.003536187,0.0003520097,0.0009903557,0.0003231134,0.0003396458],"category_scores_gemma":[0.00006827734,0.0001143478,0.0001766427,0.002766122,0.0002622079,0.0007812546,0.0002839394,0.0004815737,0.00150908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963557,"about_ca_system_score_gemma":0.0001028773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593067,"about_ca_topic_score_gemma":0.002321366,"domain_scores_codex":[0.9973844,0.0003486423,0.0002591407,0.0004675974,0.0003843187,0.001155883],"domain_scores_gemma":[0.9983461,0.0002247201,0.0001486419,0.0002145484,0.0007922302,0.0002737434],"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":[0.0001125118,0.004037646,0.3574157,0.0001194045,0.0003431811,0.00002948397,0.1995821,0.000007732747,0.1204921,0.2428515,0.008932903,0.06607571],"study_design_scores_gemma":[0.0001678005,0.00006568283,0.05076779,0.000020249,0.00001332961,0.00001605402,0.01094377,0.00000131058,0.001150107,0.0002057105,0.9363231,0.0003250671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408324,0.0008140019,0.00005080843,0.0002301565,0.0002657692,0.0005674477,0.0002077446,0.0002346816,0.05679695],"genre_scores_gemma":[0.9676276,0.00001983479,0.0002564458,0.00003407901,0.001216223,0.00001012987,0.0001088962,0.000004657613,0.03072208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9273902,"threshold_uncertainty_score":0.9992684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W194856486","doi":"","title":"Review of 'We know who we are: Metis identity in a Montana community' by MH Foster, University of Oklahoma Press, 2006, ISBN: 9780806137056","year":2007,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metis; Identity (music); Sociology; Genealogy; Library science; Media studies; History; Art; Computer science; World Wide Web; Aesthetics","authors":[{"name":"Mike Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04169932374527102,"gpt":0.3430315503789109,"spread":0.3013322266336398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002138057,0.0002304492,0.0007056389,0.0004154332,0.002621082,0.00001095341,0.001119554,0.0003378783,0.0005324494],"category_scores_gemma":[0.000265506,0.0002690598,0.0001938415,0.001627659,0.00045606,0.0004765443,0.000926677,0.0008549603,0.0001097893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007043678,"about_ca_system_score_gemma":0.000368703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03332429,"about_ca_topic_score_gemma":0.2343118,"domain_scores_codex":[0.9969704,0.000994025,0.0006540214,0.0003352088,0.0002511977,0.0007952038],"domain_scores_gemma":[0.9961698,0.0005844112,0.001030573,0.0009256083,0.001140327,0.0001492962],"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":[0.0007684694,0.003218943,0.5398408,0.01552635,0.0008163822,0.00007495127,0.199671,0.00001321525,0.0002326114,0.02060718,0.2119059,0.007324147],"study_design_scores_gemma":[0.001468123,0.00008157529,0.02085596,0.00202278,0.0001086339,0.000001553391,0.09601764,0.000006329768,0.00002096255,0.0001148209,0.8790541,0.0002474794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6833734,0.1454484,0.004776544,0.02612611,0.0008448418,0.007336374,0.006726581,0.000406784,0.1249609],"genre_scores_gemma":[0.3911983,0.4372582,0.001228731,0.003087834,0.0002169555,0.00001805689,0.0005688157,0.0001826402,0.1662405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6671482,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W365369903","doi":"","title":"The Prince George Metis Elders documentary project, installation (interactive video) (New Media Exhibition)","year":2009,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"George (robot); Metis; Exhibition; Installation art; Visual arts; Art; Art history; Media studies; Performance art; History; World Wide Web; Sociology; Computer science; Contemporary art","authors":[{"name":"Stephen Foster","is_ca":false},{"name":"Mike Evans","is_ca":false},{"name":"Cheryl L’Hirondelle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04975139590650961,"gpt":0.2390518092146623,"spread":0.1893004133081527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001783862,0.0002058234,0.0001649349,0.0002190338,0.002018005,0.001141403,0.0005047002,0.00006008538,0.001406181],"category_scores_gemma":[0.0001573557,0.0001611377,0.0001376658,0.0003000391,0.0005639431,0.001153085,0.0001663229,0.0002077436,0.0004128615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917479,"about_ca_system_score_gemma":0.0001232765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014951,"about_ca_topic_score_gemma":0.003242878,"domain_scores_codex":[0.9986536,0.000103472,0.0002266257,0.0003842122,0.0003006569,0.0003314494],"domain_scores_gemma":[0.998704,0.0002855372,0.0002219075,0.0003288802,0.0003673425,0.0000923272],"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":[0.0001614994,0.0002157144,0.001383863,0.00000471585,0.0001686695,0.00001116085,0.04716436,0.00001322178,0.0000366886,0.9149278,0.01954856,0.01636375],"study_design_scores_gemma":[0.0005669148,0.00006842079,0.003986974,0.00001203879,0.00004300872,0.00000113733,0.02359787,0.000008729968,0.00001918796,0.003092499,0.9683961,0.0002070808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2611456,0.0001581859,0.000500829,0.02493408,0.0007547838,0.001513151,0.0004040103,0.000690188,0.7098992],"genre_scores_gemma":[0.8162175,0.00006968306,0.0002350429,0.001321197,0.0005327823,0.00001002453,0.0001452166,0.00002145515,0.1814471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9488476,"threshold_uncertainty_score":0.9998955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061961514","doi":"","title":"Sally Morgan: Aboriginal identity retrieved and performed within and without My Place","year":2010,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Scholarship; Identity (music); Mainstream; Praise; White (mutation); Metis; Criticism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006588167561576219,"gpt":0.2402181428417616,"spread":0.2336299752801854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002015966,0.0001721372,0.0001641334,0.0001149419,0.0006131036,0.0003625363,0.0001947364,0.00007732438,0.0001084334],"category_scores_gemma":[0.00001892914,0.0001810726,0.00004123774,0.0003333128,0.0003776683,0.0007325097,0.0001024081,0.0003445378,0.00002899653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002767975,"about_ca_system_score_gemma":0.000167691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003618263,"about_ca_topic_score_gemma":0.0002360775,"domain_scores_codex":[0.9990808,0.00002888707,0.000147791,0.0003642204,0.0001520829,0.0002261899],"domain_scores_gemma":[0.9990689,0.00004239495,0.000158795,0.0002959903,0.000263187,0.0001707016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005578241,0.00006681831,0.7126294,0.000007266922,0.00007466262,0.000001959166,0.002482942,0.000008927417,0.003582573,0.2804276,0.0000394009,0.000622645],"study_design_scores_gemma":[0.007474054,0.0001831433,0.6964797,0.00007136416,0.0003689873,0.00003324205,0.02224414,0.01092118,0.002831651,0.008627213,0.2487138,0.002051552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843227,0.000008407843,0.005424174,0.000305326,0.00009664129,0.0001681814,0.0001019818,0.00005074066,0.009521872],"genre_scores_gemma":[0.9856822,0.0000026689,0.003336958,0.00002681324,0.0001309974,5.339836e-7,0.00003217699,0.00002104395,0.01076662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2718004,"threshold_uncertainty_score":0.7383925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6980399453","doi":"","title":"Can the impacts of colonisation on the dignity of Aboriginal men\\nbe reversed?","year":2016,"lang":"en","type":"dissertation","venue":"ePublications@SCU (Southern Cross University)","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dignity; Colonisation; Indigenous; Commonwealth; Human rights; Identity (music); Metis; Project commissioning; Cultural safety; Agency (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02264354017287432,"gpt":0.3034651900908464,"spread":0.280821649917972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004343637,0.0002038368,0.0003104981,0.0003008379,0.0003842251,0.00003687456,0.0003545592,0.0002231182,0.0006491404],"category_scores_gemma":[0.0003680633,0.0001202723,0.0002296918,0.0007949081,0.0003040223,0.00009201085,0.00001770619,0.0003161111,0.00003983032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912229,"about_ca_system_score_gemma":0.0006622782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004172504,"about_ca_topic_score_gemma":0.0002670282,"domain_scores_codex":[0.9985538,0.0001603158,0.0003378215,0.0002716622,0.000476636,0.0001998191],"domain_scores_gemma":[0.9970946,0.000684219,0.0006670931,0.0006124175,0.0008389262,0.0001026956],"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":[0.00848707,0.00184322,0.2211062,0.0007731476,0.00240167,0.00003473267,0.0579078,0.0001085849,0.005491844,0.6795174,0.002480715,0.01984763],"study_design_scores_gemma":[0.008084316,0.0004798576,0.5244648,0.0009708539,0.000896113,0.000005818546,0.03246761,0.0001241862,0.007037798,0.001228594,0.4236237,0.0006162975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593107,0.00002303696,0.00002197305,0.003160422,0.0001148802,0.0006303057,0.000368567,0.00004723075,0.1363229],"genre_scores_gemma":[0.9684061,0.00003271492,0.00001354229,0.0001279476,0.00007281594,0.000004126226,0.0004016014,0.00002363946,0.03091753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6782888,"threshold_uncertainty_score":0.7107632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}