{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"bf20caece4c3","filters":{"venue":"Advancing Corrections Journal"}},"results":[{"id":"W7122480794","doi":"10.65264/toyc7496","title":"Article 12: Storybooks, Comic Books And Graphic Novels-Innovations In Community Corrections","year":2019,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Comics; Indigenous; Context (archaeology); Intervention (counseling); Work (physics)","authors":[{"name":"Adrian Gregorich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01822730410600048,"gpt":0.2936817110044847,"spread":0.2754544068984842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003001022,0.0004598988,0.0006914174,0.002023538,0.00714951,0.0006507264,0.0004576594,0.000292719,0.0009331785],"category_scores_gemma":[0.0009198877,0.0005378059,0.0003587076,0.003420723,0.0005996987,0.001498519,0.0001691597,0.004185562,0.0001606938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279621,"about_ca_system_score_gemma":0.000888963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02843444,"about_ca_topic_score_gemma":0.3261181,"domain_scores_codex":[0.9951041,0.001395471,0.00129872,0.0005163401,0.0006304579,0.001054893],"domain_scores_gemma":[0.9960932,0.001371005,0.0006992352,0.0006177563,0.0007450225,0.000473802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003494475,0.00330513,0.6120225,0.0001910328,0.0007403379,0.00005476774,0.1773372,0.02205315,0.007200225,0.003146088,0.002457536,0.1711426],"study_design_scores_gemma":[0.001605165,0.0006226107,0.04688261,0.0006524207,0.000929522,0.0004506459,0.9198318,0.01014073,0.00009909352,0.001112569,0.01676766,0.0009051369],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715465,0.000807967,0.006831069,0.0004499464,0.01062377,0.0004662992,0.00001571669,0.000103244,0.009155469],"genre_scores_gemma":[0.992522,0.002131766,0.0003626734,0.0003495752,0.0005369966,0.0000301305,0.000005415488,0.00005155313,0.004009878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7424946,"threshold_uncertainty_score":0.9999801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119677169","doi":"10.65264/yjay4434","title":"Article 7: Mental Health Service Delivery In Canadian Federal Prisons: A Prison Ombudsman’s Perspective","year":2020,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","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":"Mental health; Prison; Perspective (graphical); Position (finance); Prison population; Mental health care; Service delivery framework; Population","authors":[{"name":"Ivan Zinger","is_ca":false},{"name":"Emad Talisman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02408690637363982,"gpt":0.3253068155609606,"spread":0.3012199091873208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001386306,0.0008196262,0.001025278,0.001197926,0.002683012,0.0004607913,0.0006862783,0.000361038,0.0012261],"category_scores_gemma":[0.0004695299,0.0009985542,0.0003518042,0.002961616,0.0001448915,0.0009356891,0.0001289726,0.003784933,0.000826466],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023805,"about_ca_system_score_gemma":0.0049124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3880144,"about_ca_topic_score_gemma":0.8348581,"domain_scores_codex":[0.9918761,0.001169247,0.001858555,0.001342968,0.0006544216,0.003098739],"domain_scores_gemma":[0.9940529,0.0002162695,0.001035837,0.0005540119,0.0004596364,0.003681376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00190156,0.001558594,0.2165416,0.0001333709,0.0007646758,0.0005733743,0.2202938,0.003180055,0.0006829477,0.001094476,0.525661,0.02761453],"study_design_scores_gemma":[0.01354475,0.005440951,0.08894022,0.001963129,0.0002056115,0.00782059,0.5107813,0.02641441,0.00007816087,0.0009895668,0.3410263,0.002795008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.508903,0.01457404,0.00253806,0.1782892,0.2803748,0.002025286,0.0002032927,0.0002374264,0.0128549],"genre_scores_gemma":[0.9721004,0.0007505438,0.00214931,0.01894698,0.005546046,0.00003394473,0.00001689132,0.0001826475,0.0002732418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4631974,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7123147819","doi":"10.65264/jjsj9547","title":"Article 4: Voices From Inside The Circle: The Walls To Bridges Collaborative Teaching And Learning Experience In Canada","year":2018,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Collaborative Teaching and Inclusion","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":"Active listening; Qualitative research; Indigenous; Social capital; Higher education; Qualitative property; Prison","authors":[{"name":"Jennifer M. Kilty","is_ca":false},{"name":"Sandra Lehalle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01082215244028522,"gpt":0.3049625704730347,"spread":0.2941404180327494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003761047,0.000233053,0.0002741223,0.0001241123,0.01804223,0.0008321722,0.0004765895,0.00006173549,0.0001215151],"category_scores_gemma":[0.007942895,0.0001678179,0.00003972093,0.001611622,0.000503877,0.0009251673,0.0002825702,0.002592523,0.00001183649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655892,"about_ca_system_score_gemma":0.003274899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9496261,"about_ca_topic_score_gemma":0.9958173,"domain_scores_codex":[0.9935816,0.004083472,0.0005660881,0.0004107362,0.0007026173,0.0006555145],"domain_scores_gemma":[0.9952324,0.003278499,0.0003998369,0.0002302386,0.0005572913,0.0003017446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008149155,0.00004609,0.1013626,0.000001621168,0.00003482987,0.00001601372,0.709397,0.005254166,0.002305303,0.00008258497,0.001778665,0.1796397],"study_design_scores_gemma":[0.0002870113,0.0002276262,0.1435967,0.0002930932,0.00003035443,0.0000276204,0.7683709,0.006034178,0.0004676622,0.0002089586,0.08018254,0.000273369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785891,0.00102712,0.002069391,0.01180382,0.004325774,0.0003299029,0.000008735893,0.00002232994,0.001823835],"genre_scores_gemma":[0.9959926,0.0003631241,0.0004680226,0.001299859,0.00147867,0.00001714674,4.078082e-7,0.00001819156,0.0003620035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1793663,"threshold_uncertainty_score":0.9997085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118829214","doi":"10.65264/awfj1524","title":"Article 5: Should Men be Working in Prisons for Women?","year":2025,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Staffing; Prison; Legislation; Empirical research","authors":[{"name":"Rosemary Ricciardelli","is_ca":false},{"name":"Micheal Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03419207469415011,"gpt":0.3619599644706086,"spread":0.3277678897764585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002709547,0.0003048637,0.0005354949,0.001333498,0.004125212,0.000630587,0.0004024491,0.0002271475,0.0004828497],"category_scores_gemma":[0.002053628,0.0003412256,0.0004269695,0.004541489,0.0001994297,0.0006850815,0.00008799342,0.001186631,0.00001446636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919358,"about_ca_system_score_gemma":0.001219117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976104,"about_ca_topic_score_gemma":0.07481537,"domain_scores_codex":[0.9963058,0.0003698388,0.001037879,0.0005097,0.0004477335,0.001329039],"domain_scores_gemma":[0.9972054,0.001290384,0.0003873124,0.0002965071,0.0004737161,0.000346709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004974418,0.001230507,0.0511508,0.00008166923,0.0005163789,0.00003187465,0.09836347,0.02753781,0.0007381615,0.001932725,0.01069428,0.8072249],"study_design_scores_gemma":[0.0009347759,0.0001872586,0.001169167,0.0004680176,0.0006490239,0.00002918606,0.8247174,0.01816924,0.0001387822,0.002348424,0.1508216,0.0003671071],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7556887,0.001993312,0.1886258,0.007641245,0.01516932,0.0008151491,0.00000696502,0.0001139899,0.02994553],"genre_scores_gemma":[0.9831229,0.002012652,0.001233495,0.0006050439,0.0009717654,0.00016358,0.000001130313,0.00002690503,0.01186253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8068578,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7122765783","doi":"10.65264/cjhl1870","title":"Article 8: The Changing Federal Offender Population Under Community Supervision: Recognition And Response","year":2019,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Population; Service (business); Community service; Analytics; Best practice","authors":[{"name":"Larry Motiuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03989871057294173,"gpt":0.3133976671611784,"spread":0.2734989565882366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004837765,0.0002614271,0.0003134554,0.0004191509,0.01216349,0.0009521519,0.0002398927,0.0001657181,0.001168809],"category_scores_gemma":[0.0008645266,0.0002226207,0.0002622624,0.001782199,0.0001893995,0.001357513,0.0001370255,0.001742717,0.000200259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007110303,"about_ca_system_score_gemma":0.0002282083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01394182,"about_ca_topic_score_gemma":0.02205574,"domain_scores_codex":[0.9945524,0.003285106,0.0006068939,0.0002885366,0.0005728341,0.000694195],"domain_scores_gemma":[0.9965048,0.001987749,0.0003710456,0.000370206,0.0005044262,0.0002617999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001677671,0.0007153921,0.05849225,0.00007088818,0.0004503881,0.0000162148,0.2866538,0.01816268,0.003776649,0.0001323539,0.0005078139,0.6293439],"study_design_scores_gemma":[0.000509638,0.0003329453,0.03015936,0.0002573631,0.0005471854,0.0004487843,0.9548705,0.01014426,0.0000758523,0.001437964,0.0008804394,0.0003356841],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846907,0.0004451455,0.007003692,0.001817011,0.005337297,0.0002787173,0.000005903763,0.0000534842,0.0003680706],"genre_scores_gemma":[0.99635,0.0009937561,0.000184424,0.0006031921,0.0007776773,0.000008917879,0.000007666315,0.00002850301,0.001045883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6682168,"threshold_uncertainty_score":0.9997442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119466487","doi":"10.65264/zlxz6442","title":"Article 2: Challenges and Promising Practices in Correctional Healthcare During the COVID-19 Pandemic-A Perspective from","year":2021,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Health care; Perspective (graphical); Listing (finance); Qualitative research; Health professionals; Quality (philosophy)","authors":[{"name":"Danielle Kouri","is_ca":false},{"name":"Jocelyne Lemoine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0842497473865906,"gpt":0.4001899536162366,"spread":0.315940206229646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002414356,0.0003559327,0.0005125543,0.000436903,0.006555855,0.0007418701,0.000274041,0.0002364778,0.0005606776],"category_scores_gemma":[0.01326478,0.0003334739,0.0002817444,0.001694952,0.0004430959,0.001389215,0.0001661761,0.002256284,0.00001795973],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003860885,"about_ca_system_score_gemma":0.002978074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06782199,"about_ca_topic_score_gemma":0.6138657,"domain_scores_codex":[0.9943663,0.002228184,0.0008909527,0.0008951028,0.0007663254,0.0008531719],"domain_scores_gemma":[0.9931509,0.003408993,0.001243921,0.0003597602,0.001094905,0.0007414488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005562736,0.0008933941,0.2434556,0.0001576906,0.0006319034,0.0008921268,0.5810278,0.008049465,0.001461694,0.000685174,0.0001480397,0.1620409],"study_design_scores_gemma":[0.0007604614,0.00009125968,0.02656646,0.0003074438,0.0005896115,0.004647156,0.9585239,0.0014727,0.0000494765,0.002415332,0.004201438,0.0003748052],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964322,0.07438581,0.001437564,0.02070664,0.00599436,0.0002479962,0.00001536956,0.00006768006,0.0007123826],"genre_scores_gemma":[0.877826,0.1186816,0.000309997,0.0006409249,0.002024912,0.00002865233,0.000001742794,0.00002921948,0.0004570133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5460437,"threshold_uncertainty_score":0.9999631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118824382","doi":"10.65264/msov2697","title":"Article 4: Indigenous Women in the Correctional System: Insights from Community Support Workers","year":2025,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Recidivism; Focus group; Prison; Qualitative research; Social support","authors":[{"name":"Felice Yuen","is_ca":false},{"name":"Rowena Tam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01330194789120283,"gpt":0.2957893987705832,"spread":0.2824874508793804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004128302,0.0004138019,0.0006475288,0.001193094,0.01224732,0.001009595,0.001100993,0.0002917767,0.0005690703],"category_scores_gemma":[0.001049347,0.0003647618,0.0004333386,0.005463049,0.0004559527,0.0009469421,0.0001404572,0.003862718,0.0001505976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005484053,"about_ca_system_score_gemma":0.002562526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1138763,"about_ca_topic_score_gemma":0.2227694,"domain_scores_codex":[0.9920371,0.004022289,0.001315727,0.0004277398,0.0009080543,0.001289085],"domain_scores_gemma":[0.9948764,0.00292118,0.0005896827,0.0006686811,0.0005624208,0.0003815735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003527211,0.001971189,0.09908583,0.00008192279,0.0007131358,0.0001685008,0.7697508,0.01547262,0.0001267098,0.0002857936,0.004399271,0.1075915],"study_design_scores_gemma":[0.0005891548,0.0002239965,0.02253493,0.0004719614,0.0007786792,0.0001700619,0.9631324,0.001431683,0.00002407939,0.000863212,0.009443833,0.0003359751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565878,0.0007339814,0.01074312,0.0003109807,0.01936132,0.000389519,0.00001459993,0.00008712914,0.01177154],"genre_scores_gemma":[0.9958719,0.0005791697,0.00009953556,0.000583077,0.00108392,0.0001033151,0.0000099583,0.00002334934,0.001645794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1933816,"threshold_uncertainty_score":0.9998804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7122655365","doi":"10.65264/brcq5798","title":"Article 5: Turning Correctional Education Inside-Out: Experiences And Lessons From A University Partnership","year":2018,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"General partnership; Criminal justice; Class (philosophy); Economic Justice; Higher education","authors":[{"name":"Lauren Mayes","is_ca":false},{"name":"Teresa Owens","is_ca":false},{"name":"Joanne Falvai","is_ca":false},{"name":"Teri DuTemple","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02894124981366317,"gpt":0.3358137442390032,"spread":0.30687249442534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008457614,0.0003164592,0.0003647273,0.0005914529,0.008365529,0.0006968675,0.0002995158,0.0002054798,0.002247705],"category_scores_gemma":[0.001118255,0.0003612526,0.0002452987,0.001685291,0.001109561,0.001703686,0.0001110126,0.0009030514,0.0001473637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008667487,"about_ca_system_score_gemma":0.002040795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01726728,"about_ca_topic_score_gemma":0.09918036,"domain_scores_codex":[0.9968392,0.0006924687,0.0005439249,0.0006382669,0.0005879895,0.0006981565],"domain_scores_gemma":[0.9966757,0.0007552145,0.0005549453,0.0002551485,0.001077696,0.0006813158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002353312,0.0005294687,0.01825015,0.000009386112,0.0002347137,0.00002302533,0.5147917,0.0002450757,0.0007289975,0.0003769078,0.005204008,0.4593713],"study_design_scores_gemma":[0.0002912317,0.0002483417,0.002539171,0.0002379903,0.0008358905,0.0001825711,0.939375,0.002969743,0.0003323053,0.0004230093,0.05215617,0.0004085247],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528018,0.0009584476,0.02066508,0.0008269583,0.01864405,0.0001288345,0.00000662527,0.00008120314,0.005887034],"genre_scores_gemma":[0.9882973,0.00165127,0.001101245,0.0002488859,0.005183365,0.000007352181,0.00000433057,0.00002269102,0.003483577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4589627,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119020680","doi":"10.65264/odzt3394","title":"Article 14: Joint Simulation Training for Correctional Officers and Healthcare Providers in a Correctional System","year":2022,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Simulation-Based Education in Healthcare","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":"Training (meteorology); Health care; Experiential learning; Joint (building); Work (physics); Transformative learning; Variety (cybernetics); Debriefing","authors":[{"name":"Kristin Simard","is_ca":false},{"name":"Dennis Keats","is_ca":false},{"name":"Sharon Reece","is_ca":false},{"name":"Mirette Dubé","is_ca":false},{"name":"Monika Johnson","is_ca":false},{"name":"Alyshah Kaba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06125081903776945,"gpt":0.3608334382375447,"spread":0.2995826191997752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003137109,0.0005182011,0.0008264359,0.001831316,0.005162642,0.0002241554,0.0001457756,0.0002242132,0.000507734],"category_scores_gemma":[0.001728884,0.0006519975,0.0003289759,0.001867706,0.0001523177,0.0008103375,0.00008118297,0.002653153,0.000009922985],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01120542,"about_ca_system_score_gemma":0.007301189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324281,"about_ca_topic_score_gemma":0.0004706559,"domain_scores_codex":[0.9934196,0.0009637402,0.002298169,0.0009411746,0.001158161,0.00121917],"domain_scores_gemma":[0.9924576,0.003299207,0.001272926,0.0003590881,0.001741852,0.000869297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001528891,0.0003437508,0.1114505,0.0005124976,0.0001113104,0.00002326774,0.02369641,0.8450502,0.00007317588,0.0001899529,0.001155946,0.01586407],"study_design_scores_gemma":[0.004318087,0.001504238,0.0346616,0.0009064262,0.0002071665,0.003289029,0.2663578,0.6857878,0.00002556185,0.0001419848,0.002320817,0.0004795296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8209233,0.002643257,0.08521452,0.006559729,0.07969094,0.004333825,0.0002031156,0.0002634471,0.0001679158],"genre_scores_gemma":[0.9925779,0.0000540185,0.002241309,0.0008402779,0.002702378,0.0008116034,0.0001062392,0.0001352153,0.0005311091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2426614,"threshold_uncertainty_score":0.9996477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119500800","doi":"10.65264/cuze6292","title":"Article 11: Mental Health Stigma Among Correctional Officers in Canadian Federal Prisons","year":2021,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Prison; Mental health; Stigma (botany); Compromise; Stressor; Occupational safety and health; Variety (cybernetics); Work (physics)","authors":[{"name":"Gillian Foley","is_ca":false},{"name":"Marcella Siqueira Cassiano","is_ca":false},{"name":"Rosemary Ricciardelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265570730927568,"gpt":0.3080371847812812,"spread":0.2953814774720055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002040629,0.0004502696,0.0006819876,0.001321038,0.01146305,0.001070914,0.0003288489,0.000258492,0.003611196],"category_scores_gemma":[0.001249575,0.0005611834,0.0005713154,0.004666894,0.0003878301,0.001382752,0.00008143559,0.001868849,0.0001222867],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009500529,"about_ca_system_score_gemma":0.01880664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9006138,"about_ca_topic_score_gemma":0.9988316,"domain_scores_codex":[0.9934878,0.001143289,0.001372486,0.0007757901,0.0009559365,0.00226467],"domain_scores_gemma":[0.9954972,0.0003513123,0.0006176043,0.0003398678,0.0008381059,0.002355959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008453378,0.001122558,0.7109809,0.00004163785,0.0003156061,0.0004539609,0.0768299,0.0391104,0.0001117472,0.0002465403,0.02988781,0.1408144],"study_design_scores_gemma":[0.0009140788,0.0002012774,0.06133969,0.0005373847,0.0002504858,0.001301489,0.8436038,0.01393783,0.00006555729,0.00005419927,0.07707408,0.0007200721],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547827,0.001944444,0.004451421,0.006904973,0.02801652,0.0003253512,0.00005384193,0.00006628491,0.00345452],"genre_scores_gemma":[0.9894189,0.003431787,0.0006718471,0.0008861045,0.001560352,0.00001954381,0.00003077101,0.00005177342,0.003928974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7667739,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118408950","doi":"10.65264/cism6634","title":"Article 3: A.R.T. &amp; Justice: An Arts-based initiative to support the holistic health &amp; dignity of incarcerated Indigenous and Non-Indigenous people in western Canada during and beyond COVID-19","year":2022,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Art Therapy and Mental Health","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":"Indigenous; Mental health; Dignity; Pandemic; Social isolation; Isolation (microbiology); Indigenous culture; Mental health service","authors":[{"name":"Helen Brown","is_ca":false},{"name":"Kelsey Timler","is_ca":false},{"name":"Dan Jack","is_ca":false},{"name":"Kirsten Sigerson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05992138724389188,"gpt":0.3597681809793513,"spread":0.2998467937354594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001822485,0.0003333177,0.0005605423,0.0004314584,0.01271653,0.000219714,0.00021102,0.00004292613,0.0004804593],"category_scores_gemma":[0.0001540613,0.000295621,0.00005419761,0.0004366327,0.0002071825,0.0004024153,0.0001699483,0.001206079,0.000002165272],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003003694,"about_ca_system_score_gemma":0.008208443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4414506,"about_ca_topic_score_gemma":0.9824681,"domain_scores_codex":[0.996244,0.0008076884,0.00102346,0.0004101996,0.0005295452,0.0009850948],"domain_scores_gemma":[0.9972994,0.0005283413,0.0006570353,0.0002917117,0.0001909902,0.001032525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00100195,0.000872227,0.1150626,0.00048204,0.00007713278,0.0000768446,0.8495876,0.02845304,0.0001829988,0.00003183626,0.0002950361,0.003876675],"study_design_scores_gemma":[0.008096741,0.009658456,0.2679818,0.0004026559,0.0004437139,0.003749161,0.6474948,0.001189655,0.0001927095,0.0007414094,0.05839848,0.001650425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931332,0.000489466,0.001724539,0.001370757,0.001612868,0.001066677,0.0005141306,0.00002042703,0.00006794833],"genre_scores_gemma":[0.9923339,0.0003240322,0.00008927133,0.006446737,0.0002536683,0.00006598986,0.0000507143,0.00004485629,0.0003907565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5410175,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118637046","doi":"10.65264/byyc2290","title":"Article 7: Infectious Diseases, Risk Behaviors and Harm Reduction in Women’s Canadian Correctional Institutions","year":2025,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Tattoo and Body Piercing Complications","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":"Harm reduction; Harm; Prison; Behavioral Risk Factor Surveillance System; Infectious disease (medical specialty); Public health; Occupational safety and health","authors":[{"name":"Kayla A. Wanamaker","is_ca":false},{"name":"Daniella Filoso","is_ca":false},{"name":"Wardah Mahboob","is_ca":false},{"name":"Sara M. Johnson","is_ca":false},{"name":"Marie-Pierre Gendron","is_ca":false},{"name":"Jonathan Smith","is_ca":false},{"name":"Shannon Thompson","is_ca":false},{"name":"Roger Martin","is_ca":false},{"name":"Lynne Leonard","is_ca":false},{"name":"Paul Sandstorm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009416569346839732,"gpt":0.3037935661049082,"spread":0.2943769967580684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001094538,0.0003044075,0.0003480644,0.001943299,0.008742195,0.0006098588,0.0002291022,0.0002268152,0.0003470921],"category_scores_gemma":[0.001412013,0.0003680718,0.0001431778,0.003323671,0.0006778753,0.00121553,0.00006310751,0.001616253,0.00003902478],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007501777,"about_ca_system_score_gemma":0.006424122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.256202,"about_ca_topic_score_gemma":0.4920507,"domain_scores_codex":[0.9967052,0.0005299931,0.0007964355,0.0005473824,0.0003475662,0.001073448],"domain_scores_gemma":[0.9975592,0.0002817435,0.0003387504,0.0002864552,0.0004758486,0.001058039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009380648,0.001082035,0.7961822,0.00002539668,0.0001809554,0.00003349931,0.02704061,0.02377266,0.0002471014,0.00724539,0.009261814,0.1348345],"study_design_scores_gemma":[0.001868017,0.0002214345,0.8000923,0.0005679565,0.0005087423,0.0006534116,0.05288627,0.002915555,0.00002276911,0.009846359,0.129625,0.0007921559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642988,0.001101241,0.005923268,0.002557741,0.02017959,0.0004957761,0.00008644215,0.0001165631,0.005240554],"genre_scores_gemma":[0.9943258,0.002877304,0.0001681516,0.0002802578,0.0007159216,0.0001397133,0.000006322279,0.00002002215,0.001466522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2358487,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118893862","doi":"10.65264/gbpt4982","title":"Article 5: The Value of student volunteers with the Correctional Service of Canada (CSC)","year":2022,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Nonprofit Sector and Volunteering","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":"Recreation; Service (business); Value (mathematics); Club; Work (physics); Community service","authors":[{"name":"Alicia T. Mora","is_ca":false},{"name":"Tina Lynn Evans","is_ca":false},{"name":"Katherine L. Cole","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00859478402481888,"gpt":0.2590572501175072,"spread":0.2504624660926883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002312698,0.0002074772,0.0003005962,0.0001048197,0.006756063,0.00007680757,0.0008130303,0.00003333257,0.001246721],"category_scores_gemma":[0.0001577158,0.0001384256,0.0001560283,0.002102026,0.0003146938,0.0002575867,0.0002098172,0.001327012,0.000001161949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546975,"about_ca_system_score_gemma":0.004384872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5857601,"about_ca_topic_score_gemma":0.8889297,"domain_scores_codex":[0.9958813,0.0008246466,0.0006386611,0.0002304043,0.001833766,0.0005912473],"domain_scores_gemma":[0.997148,0.0008869244,0.0007256915,0.0003047119,0.000762578,0.0001720808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003105453,0.0003228023,0.1451953,0.0000286499,0.0004852352,0.00001413641,0.07237846,0.7676228,0.001397203,0.0009394136,0.009778587,0.001526833],"study_design_scores_gemma":[0.001066611,0.0008106412,0.1316175,0.0001533353,0.0004436228,0.0007738205,0.8044088,0.01568801,0.0009790458,0.0001156161,0.043524,0.0004189945],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783229,0.0005814417,0.002545867,0.004008421,0.01227508,0.0003521779,0.000030648,0.00001337226,0.001870119],"genre_scores_gemma":[0.9977493,0.00005361054,0.00007320645,0.0004674076,0.0005408501,0.0000423874,6.181232e-7,0.00002555153,0.001047122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7519348,"threshold_uncertainty_score":0.9996663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118707135","doi":"10.65264/chej8767","title":"Article 12: Implementation of an Evidence-Based Programme for Justice Involved Women in Namibia","year":2025,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Economic Justice; Service (business); Criminal justice; Service delivery framework; Rehabilitation; Program evaluation","authors":[{"name":"Ndeyapo E. Nafuka","is_ca":false},{"name":"Atty Twahafifwa Mwafufya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04286551338937063,"gpt":0.3936901095639864,"spread":0.3508245961746158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004276242,0.0002458582,0.0004828617,0.001168578,0.001927056,0.0003475035,0.0003415552,0.0001421161,0.0003514545],"category_scores_gemma":[0.00264992,0.000278369,0.0003108215,0.003150934,0.0002076164,0.001652476,0.00003705861,0.0005080891,0.000003434892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387452,"about_ca_system_score_gemma":0.002911282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01573171,"about_ca_topic_score_gemma":0.2710732,"domain_scores_codex":[0.9960852,0.000623262,0.001254359,0.0004372444,0.0004687351,0.001131176],"domain_scores_gemma":[0.9961125,0.001474011,0.0006830393,0.0002854324,0.00107845,0.0003665866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006588277,0.001100426,0.04636427,0.0003830437,0.0001857767,0.000008076846,0.03901891,0.02369733,0.002539688,0.0002871956,0.0002147935,0.8855417],"study_design_scores_gemma":[0.001502456,0.001030758,0.005443722,0.0008782752,0.001807856,0.000005656779,0.9506063,0.03425715,0.00178254,0.0009139417,0.001492167,0.0002791215],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143258,0.0005819293,0.07969762,0.000673654,0.003889404,0.0006724115,0.00000916374,0.00003424954,0.0001157539],"genre_scores_gemma":[0.9945458,0.0007453834,0.003536137,0.0002258212,0.0004284105,0.000207013,0.000004420485,0.00001881614,0.000288196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9115874,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7122745821","doi":"10.65264/lqtl5726","title":"Article 2: Schooling in a Canadian Federal Prison","year":2018,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Prison; Feature (linguistics); Prison population; Prison reform; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0135216600658526,"gpt":0.317208872459396,"spread":0.3036872123935434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002072091,0.0002809531,0.0003729946,0.001535113,0.007187488,0.001005714,0.000349249,0.0002193022,0.002660763],"category_scores_gemma":[0.001899241,0.0003227782,0.0002857003,0.003688938,0.000346141,0.001284615,0.00004501946,0.001425195,0.0006073146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00369624,"about_ca_system_score_gemma":0.003814351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9103119,"about_ca_topic_score_gemma":0.9973573,"domain_scores_codex":[0.9959399,0.0004467756,0.0008471248,0.0004554299,0.0005194641,0.00179137],"domain_scores_gemma":[0.9969633,0.0002178604,0.0003106017,0.0002672119,0.0008317634,0.001409259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001442753,0.0004550625,0.3685852,0.00002055468,0.0001981116,0.0002679865,0.09619518,0.006255694,0.0005708797,0.0003181899,0.004751188,0.5222377],"study_design_scores_gemma":[0.0007556155,0.0005180279,0.01546282,0.0005961512,0.0005186084,0.0006252967,0.8477023,0.03443878,0.0002452985,0.0006294859,0.09768589,0.0008217471],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659239,0.0008246577,0.007825546,0.001304397,0.01202112,0.000175345,0.000003363797,0.00004451555,0.01187716],"genre_scores_gemma":[0.9917122,0.001106811,0.0008907949,0.0004043624,0.004636723,0.000008750737,8.463512e-7,0.00003152731,0.001208042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7515071,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119494696","doi":"10.65264/ofmw4333","title":"Article 9: Technology and Business as Strategic Partners-CSC’s Offender Management System Modernization (OMS-M) Project as a Case Study","year":2021,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Modernization theory; Business process reengineering; Business system planning; Emerging technologies; Bridging (networking); Information technology; Business model; Technology management","authors":[{"name":"Simon Bonk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03812597030899117,"gpt":0.3569022957515392,"spread":0.318776325442548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009898017,0.00040332,0.0005396467,0.001433645,0.005418998,0.001108373,0.0002051328,0.0002150684,0.0002072152],"category_scores_gemma":[0.0003420813,0.0004283378,0.0001743676,0.008160003,0.0002404846,0.0008834645,0.0001941428,0.0008156718,0.00006998255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009076578,"about_ca_system_score_gemma":0.001271836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01101519,"about_ca_topic_score_gemma":0.03920966,"domain_scores_codex":[0.9960176,0.0007194341,0.000932401,0.0008182771,0.0007121777,0.0008000783],"domain_scores_gemma":[0.9966724,0.0001632877,0.0005292012,0.0004546076,0.001873642,0.0003068722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004653292,0.009006901,0.03540517,0.001081994,0.004940287,0.1390651,0.1850829,0.07497888,0.0007459699,0.01980861,0.0005106138,0.5289082],"study_design_scores_gemma":[0.0008220743,0.0003642577,0.00009462148,0.000291389,0.003426641,0.05604881,0.9239154,0.01315909,0.00005523951,0.0005635182,0.0008435592,0.0004153411],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580704,0.001368115,0.02983102,0.0003606357,0.003570806,0.0006499773,0.000002885249,0.000170218,0.005975944],"genre_scores_gemma":[0.994588,0.001809248,0.0007647317,0.00005675639,0.0005196222,0.00007945202,0.000002362827,0.00004239253,0.002137495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7388325,"threshold_uncertainty_score":0.9999286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119717064","doi":"10.65264/xpvg2596","title":"Article 6: Constructing Risk Assessment Algorithms For Violent, Drug And Property-Related Offenders: An Empirical Approach","year":2020,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Risk assessment; Schedule; Set (abstract data type); Risk management; Process (computing); Core (optical fiber)","authors":[{"name":"Laurence L. Motiuk","is_ca":false},{"name":"Leslie Anne Keown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04854575535533162,"gpt":0.3610286800787647,"spread":0.312482924723433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002032998,0.0004121734,0.0006303462,0.000281786,0.006156065,0.001024003,0.0003042785,0.0001988542,0.0001969473],"category_scores_gemma":[0.001167649,0.0003507894,0.0004262692,0.001618817,0.0004920539,0.001647469,0.0001009317,0.001724574,0.000009677455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005115594,"about_ca_system_score_gemma":0.0008434943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130486,"about_ca_topic_score_gemma":0.001419008,"domain_scores_codex":[0.9954358,0.001044912,0.001118501,0.0008624422,0.0006223202,0.0009160577],"domain_scores_gemma":[0.9963382,0.0006095662,0.0008564049,0.00022992,0.0007996228,0.001166271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000167247,0.0007546112,0.07153145,0.00009708126,0.0006982674,0.00001910291,0.09582651,0.01446265,0.0003893196,0.00007931826,0.001261194,0.8147132],"study_design_scores_gemma":[0.0008684108,0.0005063005,0.00049105,0.00007614375,0.001922898,0.0002621225,0.6093835,0.3831105,0.00004439326,0.0002324398,0.002704651,0.0003975389],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5894673,0.0006858243,0.4028276,0.00197135,0.003216037,0.0006726198,0.00002525019,0.0001338691,0.001000143],"genre_scores_gemma":[0.9495089,0.001831232,0.04604141,0.0003911904,0.001897103,0.00004652534,0.000007283219,0.00005467575,0.000221674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8143157,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118290160","doi":"10.65264/sulv4233","title":"Article 4: Dad HERO – Creating Opportunities for Connecting Incarcerated Men with their Children","year":2022,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Social connectedness; HERO; Flexibility (engineering); Prison; Unit (ring theory); Parenting skills","authors":[{"name":"Louise Leonardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03381362680344584,"gpt":0.2956632165792379,"spread":0.2618495897757921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002440501,0.0003843892,0.0005260116,0.0005791442,0.0249765,0.0008184755,0.0004306686,0.00008032755,0.002045321],"category_scores_gemma":[0.0006677683,0.000375853,0.0003980076,0.001911259,0.0002119835,0.0009566447,0.0001718316,0.001300422,0.000004907758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262467,"about_ca_system_score_gemma":0.0009299121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006237861,"about_ca_topic_score_gemma":0.009335372,"domain_scores_codex":[0.9960654,0.0008516187,0.0008442776,0.000525779,0.0006992545,0.001013644],"domain_scores_gemma":[0.9963302,0.001184548,0.000910685,0.0002891694,0.0008573428,0.0004280577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008331303,0.0008974597,0.01534844,0.00003799862,0.001667779,0.00007697239,0.1472318,0.265946,0.0008425347,0.0004027278,0.004034078,0.5626811],"study_design_scores_gemma":[0.0008811695,0.001045911,0.0003021461,0.0001069061,0.001388986,0.001309105,0.9439836,0.04146756,0.0002027064,0.0001606547,0.008643118,0.0005081819],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058027,0.0006674302,0.08263917,0.0009194279,0.00206685,0.000561713,0.00008023215,0.0001338225,0.007128674],"genre_scores_gemma":[0.9926718,0.0005465199,0.001531059,0.0002500829,0.001446543,0.000137584,0.00002470602,0.00007070219,0.003320975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7967518,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119788012","doi":"10.65264/qgpe6337","title":"Article 4: Correctional Work, Wellbeing, And Mental Health Disorders","year":2019,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","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":"Mental health; Occupational safety and health; Mental health service; Mental health law; Prevalence of mental disorders; Psychological intervention; Suicide prevention; Occupational stress","authors":[{"name":"Rosemary Ricciardelli","is_ca":false},{"name":"Anees Bahji","is_ca":false},{"name":"Dianne Groll","is_ca":false},{"name":"Nigel Barnim","is_ca":false},{"name":"Nicholas R. Carleton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006490399878016425,"gpt":0.2865463624780202,"spread":0.2800559626000038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001549162,0.0003885498,0.0005361458,0.0005950143,0.005552718,0.0006704872,0.0002556969,0.0001604659,0.003168811],"category_scores_gemma":[0.0002628994,0.000376517,0.0004017502,0.002059611,0.0003432265,0.001184843,0.0001145345,0.001312223,0.0003329262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606568,"about_ca_system_score_gemma":0.0008157314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01074474,"about_ca_topic_score_gemma":0.04472714,"domain_scores_codex":[0.9959719,0.0005593525,0.0008961345,0.0006452306,0.0008068374,0.001120571],"domain_scores_gemma":[0.9975588,0.0004008847,0.0006748695,0.0002843889,0.0002758226,0.0008052752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002300373,0.0006696028,0.2959918,0.00005889096,0.000361359,0.000005276011,0.05500181,0.004793987,0.0001276294,0.0003863579,0.01037963,0.6319936],"study_design_scores_gemma":[0.001022169,0.0006194334,0.009633265,0.0004633229,0.0003425776,0.0003401169,0.7775556,0.006088397,0.00001657089,0.0003458844,0.2028534,0.0007192905],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390857,0.002815071,0.009437696,0.00515562,0.04034154,0.0004604178,0.000009074462,0.00009434541,0.002600521],"genre_scores_gemma":[0.9737288,0.01612863,0.0006777329,0.0005378348,0.001294507,0.00001008673,0.000005168122,0.00004556411,0.007571721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7225538,"threshold_uncertainty_score":0.9998687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119817938","doi":"10.65264/hagt3829","title":"Article 9: Ethical Risk Assessment In Corrections","year":2019,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Action (physics); Process (computing); Risk assessment; Ethical issues; Confidentiality; Service (business)","authors":[{"name":"Liz Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00951866675872495,"gpt":0.2830355067415975,"spread":0.2735168399828726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001668534,0.000393218,0.0005360818,0.0009002227,0.001881822,0.001079331,0.0002795033,0.0002590021,0.003473992],"category_scores_gemma":[0.0007782303,0.0004050424,0.0003188698,0.002073058,0.0001181483,0.00219244,0.0002133893,0.004190496,0.001822859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006640109,"about_ca_system_score_gemma":0.0002554976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005224392,"about_ca_topic_score_gemma":0.001786982,"domain_scores_codex":[0.9967362,0.0001693048,0.00110045,0.0005334684,0.0006201502,0.000840471],"domain_scores_gemma":[0.9974852,0.0003560969,0.0008920974,0.0003948664,0.0007931877,0.00007858226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000557891,0.0003210819,0.9225907,0.00004929522,0.00009652164,0.00001251904,0.0002541278,0.04788239,0.0002017279,0.001659434,0.005695123,0.02118127],"study_design_scores_gemma":[0.001858545,0.00008474153,0.7623298,0.0005533173,0.0001703446,0.00006356118,0.007467676,0.1364071,0.00001111072,0.004283466,0.08621424,0.0005560783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8584922,0.0006065958,0.03627839,0.007300118,0.03680636,0.00072621,0.000003969656,0.0001712438,0.0596149],"genre_scores_gemma":[0.9904067,0.0006856159,0.001087578,0.001347781,0.002100643,0.00002465384,0.00000299125,0.00005173509,0.004292285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602609,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}