{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"86b5708833d3","filters":{"venue":"Corrections"}},"results":[{"id":"W3200608373","doi":"10.1080/23774657.2021.1978906","title":"Suffering in Silence: Work and Mental Health Experiences among Provincial Correctional Workers in Canada","year":2021,"lang":"en","type":"article","venue":"Corrections","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mental health; Psychology; Anxiety; Silence; Psychiatry","authors":[{"name":"Matthew S. Johnston","is_ca":true},{"name":"Rosemary Ricciardelli","is_ca":true},{"name":"Laura McKendy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02404274334451869,"gpt":0.33527919568983,"spread":0.3112364523453113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764882,0.0001105037,0.0002032996,0.0000917393,0.0009101837,0.000008864152,0.00004797038,0.00004737418,0.0002986001],"category_scores_gemma":[0.0001116478,0.0001131779,0.00001871624,0.0006106978,0.00006052092,0.0001012971,0.00009673316,0.0004141634,0.00000245258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200967,"about_ca_system_score_gemma":0.002766593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8695863,"about_ca_topic_score_gemma":0.9956248,"domain_scores_codex":[0.9986162,0.0002099008,0.0003539909,0.0002603878,0.0001602742,0.0003993077],"domain_scores_gemma":[0.999496,0.0002067875,0.00008012502,0.00008198363,0.00004233851,0.00009273664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000171655,0.00002419352,0.9555253,0.00001776418,0.000004538531,0.000006532588,0.02822351,0.00002402802,0.000001460858,0.00001462579,0.01395658,0.002184261],"study_design_scores_gemma":[0.0002239558,0.00001197405,0.6841046,0.0002071158,9.15743e-7,9.818826e-7,0.313386,0.00003400817,0.000003941544,0.000006601563,0.001941053,0.00007885694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884397,0.0005236102,0.00001646588,0.002178212,0.00668657,0.0003622307,0.000008847895,0.00002938916,0.001754973],"genre_scores_gemma":[0.9968396,0.0001102184,0.00001958241,0.0002794117,0.0001272737,0.0004018555,0.00001356783,0.00000919602,0.002199309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2851624,"threshold_uncertainty_score":0.7000489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225554460","doi":"10.1080/23774657.2022.2052380","title":"The Mental Health and Wellness of Correctional Officers in Canada: Programs and Practices","year":2022,"lang":"en","type":"article","venue":"Corrections","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Prison; Compromise; Stressor; Work (physics); Nursing; Psychology; Medical education; Medicine; Psychiatry; Political science; Criminology","authors":[{"name":"Marcella Siqueira Cassiano","is_ca":true},{"name":"Rosemary Ricciardelli","is_ca":true},{"name":"Gillian Foley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02612735985885854,"gpt":0.3201244737490364,"spread":0.2939971138901779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005044011,0.00005051597,0.00009369513,0.00007215243,0.002901864,0.00003885819,0.00007547306,0.00001067136,0.0000488203],"category_scores_gemma":[0.0001584155,0.00004701138,0.00002121292,0.0006292508,0.0001529632,0.0000793912,0.00005333051,0.000167984,2.329636e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005890527,"about_ca_system_score_gemma":0.002624612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814534,"about_ca_topic_score_gemma":0.9986672,"domain_scores_codex":[0.9990163,0.0002600236,0.0001638478,0.0001377529,0.0002581223,0.000163913],"domain_scores_gemma":[0.9992954,0.0003032508,0.0002159298,0.00006623505,0.00003863583,0.00008062255],"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":[0.0001067237,0.0001961913,0.2084384,0.00001623295,0.0000534492,0.000002030139,0.05783287,0.0003822364,0.000006284244,0.002111109,0.006300829,0.7245537],"study_design_scores_gemma":[0.00007433786,0.00006288775,0.002946028,0.000005503647,0.00001978574,0.00001137665,0.8332968,0.0006176981,0.000001240974,0.00001291907,0.1629015,0.00004998713],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907938,0.001281463,0.00002820873,0.003807196,0.002465927,0.0002342111,0.000009520793,0.00001392488,0.001365753],"genre_scores_gemma":[0.9980958,0.001062931,0.000009470796,0.00008670721,0.00004016892,0.00006674636,0.000007080711,0.00000357773,0.0006275634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754639,"threshold_uncertainty_score":0.9983962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392191517","doi":"10.1080/23774657.2024.2323501","title":"Correctional Officer Reflections on How to Address Incarcerated People’s Unmet Needs in Canadian Prisons","year":2024,"lang":"en","type":"article","venue":"Corrections","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Officer; Prison; Criminology; Psychology; Gerontology; Political science; Medicine; Law","authors":[{"name":"Rosemary Ricciardelli","is_ca":true},{"name":"Matthew S. Johnston","is_ca":true},{"name":"Mark Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0430968077439582,"gpt":0.3589515076083515,"spread":0.3158546998643934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004904111,0.0002004769,0.0002174461,0.003180839,0.001753494,0.0005735381,0.0002147249,0.0001845748,0.001215671],"category_scores_gemma":[0.0006669351,0.0002242756,0.0001741254,0.009781899,0.00008833542,0.0002807344,0.00002789948,0.0005808696,0.0006327623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002084,"about_ca_system_score_gemma":0.00193645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.838094,"about_ca_topic_score_gemma":0.9976552,"domain_scores_codex":[0.9980097,0.0002365008,0.0002366949,0.0004510472,0.0003767429,0.0006892739],"domain_scores_gemma":[0.9984468,0.0003957934,0.00003197816,0.0002556094,0.0002603983,0.0006094412],"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":[0.0001765548,0.0009036149,0.02263923,0.00007040757,0.0004560961,0.0001303037,0.3895572,0.03497883,0.0007424335,0.05484628,0.3521819,0.1433172],"study_design_scores_gemma":[0.00009300093,0.000127331,0.004969143,0.0001192344,0.0001925245,0.00001645761,0.3135692,0.003053993,0.00003569961,0.0000467822,0.6773934,0.0003832331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6706142,0.0002956884,0.00625819,0.02408924,0.02963691,0.001164006,0.0002083892,0.001102476,0.2666309],"genre_scores_gemma":[0.9696242,0.00009859022,0.00005535276,0.000503162,0.0007725679,0.0002611115,0.00003843592,0.00003097723,0.02861566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3252115,"threshold_uncertainty_score":0.9996973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409402542","doi":"10.1080/23774657.2025.2487996","title":"“We’re Still Good Guys”: Reshaping Public Perceptions of Correctional Officers","year":2025,"lang":"en","type":"article","venue":"Corrections","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Perception; Public relations; Psychology; Internet privacy; Criminology; Social psychology; Political science; Computer science","authors":[{"name":"Matthew S. Johnston","is_ca":true},{"name":"Rosemary Ricciardelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0390937456909185,"gpt":0.3405248070485533,"spread":0.3014310613576348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003830984,0.0001425419,0.0002338975,0.0007724225,0.001693376,0.0001199006,0.0002773964,0.0001482289,0.002367532],"category_scores_gemma":[0.0007538935,0.0001619307,0.0002947975,0.002916714,0.0004268349,0.0002967495,0.00006337377,0.0002985788,0.00009601261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003685501,"about_ca_system_score_gemma":0.0009555933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008443967,"about_ca_topic_score_gemma":0.08370081,"domain_scores_codex":[0.9983873,0.0002115419,0.0003793298,0.0003283268,0.0003464655,0.0003470763],"domain_scores_gemma":[0.998413,0.0004373606,0.0001386311,0.0002964603,0.0005807092,0.0001337942],"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":[0.0001286391,0.002171532,0.08602218,0.0001763038,0.0009241512,0.000006510234,0.1287882,0.005102044,0.001619369,0.1396555,0.1461464,0.4892592],"study_design_scores_gemma":[0.0001702783,0.00004683457,0.002182907,0.00009641597,0.0004534333,0.000002587165,0.7325975,0.000936223,0.00004871099,0.000267782,0.2629991,0.0001983403],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4560718,0.001069558,0.08573079,0.00746471,0.01769273,0.0006133575,0.00008057009,0.0006788482,0.4305976],"genre_scores_gemma":[0.974184,0.0005140213,0.0002122554,0.00020033,0.0002800079,0.00006430376,0.00001893108,0.00001081069,0.02451536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6038093,"threshold_uncertainty_score":0.9996063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389236340","doi":"10.1080/23774657.2023.2288017","title":"“The Top Cop”: Understanding Correctional Officer Recruits’ Motivations Towards Correctional Emergency Response Team Membership","year":2023,"lang":"en","type":"article","venue":"Corrections","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Officer; Public relations; Service (business); Emergency response; Psychology; Political science; Criminology; Law; Medicine; Business; Marketing; Medical emergency","authors":[{"name":"Zachary Towns","is_ca":true},{"name":"Rosemary Ricciardelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1311052641632283,"gpt":0.3707696647173498,"spread":0.2396644005541215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00250977,0.000271538,0.0002475363,0.0007348079,0.01091113,0.0003060329,0.0004212021,0.0002185532,0.003317804],"category_scores_gemma":[0.004002052,0.000258382,0.0004026969,0.00616343,0.0004622666,0.0004179398,0.00009626068,0.0005750736,0.0009084404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448952,"about_ca_system_score_gemma":0.001023051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276034,"about_ca_topic_score_gemma":0.03725013,"domain_scores_codex":[0.9962942,0.000814697,0.0005871981,0.0005544479,0.0009555923,0.0007938592],"domain_scores_gemma":[0.9962167,0.002180938,0.0002256814,0.0004433448,0.0006327392,0.0003005999],"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":[0.001200832,0.0005203163,0.03194207,0.00002389368,0.000606676,0.00001393614,0.06462283,0.00863961,0.0002510488,0.04049652,0.7960858,0.05559646],"study_design_scores_gemma":[0.0002702357,0.00008475402,0.01344033,0.00003493524,0.0003190297,0.00001447963,0.6344807,0.003161133,0.00003173136,0.001564506,0.3461338,0.0004643327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6359474,0.0003873348,0.05636301,0.01077905,0.128173,0.001653817,0.0001666065,0.003435408,0.1630944],"genre_scores_gemma":[0.898845,0.0007515881,0.00004677363,0.00009085318,0.001372425,0.0002855611,0.00006731584,0.00004415027,0.09849636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5698579,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954702586","doi":"10.1080/23774657.2019.1623134","title":"Individual Factors Associated with Women’s Use of Mental Health Services during Incarceration: Targeting Programmatic Resources","year":2019,"lang":"en","type":"article","venue":"Corrections","topic":"Criminal Justice and Corrections Analysis","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":"Mental health; Quarter (Canadian coin); Psychiatry; Medicine; Psychology; Clinical psychology","authors":[{"name":"Rachel C. Casey","is_ca":false},{"name":"Kia J. Bentley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02466595813206321,"gpt":0.2767870771643677,"spread":0.2521211190323045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003321882,0.0001081696,0.0002121988,0.0001993469,0.001229441,0.0001857816,0.0001221809,0.00005440359,0.0003045541],"category_scores_gemma":[0.00007543841,0.000097653,0.00006612812,0.0009211978,0.00008928998,0.0004035361,0.00003501845,0.0001328836,0.000007438064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003718367,"about_ca_system_score_gemma":0.0001399006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01176415,"about_ca_topic_score_gemma":0.03227173,"domain_scores_codex":[0.9986001,0.0002069176,0.0002662337,0.000195808,0.0004163721,0.0003145247],"domain_scores_gemma":[0.9991745,0.0001493397,0.000284014,0.0001210696,0.0001579897,0.0001130533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000254364,0.0002221922,0.419138,0.00008360032,0.0001965686,3.595608e-7,0.5758428,0.0007287462,0.0001302534,0.00003943653,0.00008596585,0.003506646],"study_design_scores_gemma":[0.0001831028,0.0001522693,0.05420322,0.0001523352,0.00008010495,4.490254e-7,0.9426489,0.000396726,0.00006109151,0.000003735094,0.001984376,0.000133633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988167,0.00004312759,0.00003072291,0.00008020191,0.00031212,0.0003026984,0.00002280752,0.0001098925,0.0002816764],"genre_scores_gemma":[0.9983895,0.00002610659,0.00005324838,0.00002987326,0.00005841297,0.00003460045,0.00006237105,0.00001134521,0.001334515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3668061,"threshold_uncertainty_score":0.9948166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413233313","doi":"10.1080/23774657.2025.2541967","title":"Interpretations of Safety Among Correctional Officers in the Canadian Federal Prison System: A Longitudinal Analysis","year":2025,"lang":"en","type":"article","venue":"Corrections","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University; University of Winnipeg","funders":"Canadian Institutes of Health Research","keywords":"Prison; Criminology; Psychology; Political science; Public administration","authors":[{"name":"Marcella Siqueira Cassiano","is_ca":true},{"name":"Kristina Kocsis","is_ca":true},{"name":"Rosemary Ricciardelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01541415159009817,"gpt":0.3092872119778414,"spread":0.2938730603877432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007519927,0.0001093373,0.000247712,0.001129799,0.002178637,0.0001545943,0.0002808878,0.0001069452,0.0001738915],"category_scores_gemma":[0.0003341874,0.0001009262,0.0003121073,0.006806172,0.0002866322,0.0001585744,0.00001762277,0.0002762035,0.00001066808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081966,"about_ca_system_score_gemma":0.001068546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9206355,"about_ca_topic_score_gemma":0.9985883,"domain_scores_codex":[0.9984229,0.0003640084,0.0003966769,0.0002480411,0.0002902203,0.0002781281],"domain_scores_gemma":[0.9987835,0.0004456964,0.0001202072,0.0002393679,0.0003216704,0.00008953996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003809928,0.0001584965,0.9122303,0.00002757069,0.0006601374,0.000005837133,0.0401063,0.0206421,0.00000203011,0.01386849,0.001611916,0.01064876],"study_design_scores_gemma":[0.0001180392,0.00002302252,0.3618977,0.00007609033,0.002053887,0.000002182265,0.6193236,0.01205447,0.000003293309,0.00002076311,0.004291365,0.0001356309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7478741,0.0001417587,0.04315336,0.000961577,0.003792196,0.0005262882,0.00004355042,0.00009495051,0.2034122],"genre_scores_gemma":[0.9981514,0.00002253089,0.00004624209,0.00005877673,0.00006754068,0.00007702118,0.00002568271,0.000004067161,0.001546708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5792172,"threshold_uncertainty_score":0.9991204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414127656","doi":"10.1080/23774657.2025.2557027","title":"Organizational Cultures and Conditional Sentences: Balancing Rehabilitation and Control in Community Supervision","year":2025,"lang":"en","type":"article","venue":"Corrections","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Rehabilitation; Control (management); Community-based rehabilitation; Action (physics); Organizational culture","authors":[{"name":"Elsa Euvrard","is_ca":true},{"name":"And Chloé Leclerc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01160691349359066,"gpt":0.3408372518068157,"spread":0.329230338313225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005807541,0.00003863114,0.00006008001,0.0000804222,0.001714911,0.00006908415,0.00003797125,0.00005364224,0.0002181287],"category_scores_gemma":[0.003225109,0.00004153175,0.000009751788,0.0006122231,0.0001993211,0.000186865,0.00001214336,0.0001665089,0.000004632879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007438356,"about_ca_system_score_gemma":0.0001540323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451703,"about_ca_topic_score_gemma":0.008275658,"domain_scores_codex":[0.9990952,0.000568321,0.0001007388,0.0000792085,0.00008514735,0.00007139963],"domain_scores_gemma":[0.997495,0.002245551,0.00002861313,0.00004217597,0.0001538629,0.00003480389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000135684,0.0001245004,0.7778941,0.00001243547,0.00001000115,1.179601e-7,0.03928877,0.0000147217,0.0001218635,0.1742822,0.006881571,0.00135613],"study_design_scores_gemma":[0.0004591094,0.00002128048,0.6841052,0.00003700676,0.00001761334,9.909461e-7,0.2184183,0.0001912149,0.000005604234,0.05315132,0.04351089,0.00008158474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8611695,0.00041794,0.004811103,0.08522188,0.001844853,0.0004947399,0.00002158615,0.0001032233,0.04591519],"genre_scores_gemma":[0.9977016,0.0000620932,0.0001877894,0.0007841653,0.00004648129,0.00001725385,0.00001977065,0.000001830384,0.001179009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791295,"threshold_uncertainty_score":0.9995847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408890197","doi":"10.1080/23774657.2025.2482751","title":"Revisiting Correctional Intervention: Correctional Staff Views on the Adoption of New Practices","year":2025,"lang":"en","type":"article","venue":"Corrections","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; Université de Montréal","funders":"","keywords":"Intervention (counseling); Psychology; Medical education; Nursing; Engineering ethics; Medicine; Engineering","authors":[{"name":"Chloé Leclerc","is_ca":true},{"name":"Meritxell Abellan-Almenara","is_ca":true},{"name":"Amélie Couvrette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08651164867649296,"gpt":0.4006713263720735,"spread":0.3141596776955806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001059928,0.000151232,0.000217003,0.0003768401,0.001838302,0.0001488911,0.0002621221,0.0001057121,0.002109254],"category_scores_gemma":[0.002970746,0.0001307651,0.0003572203,0.00201808,0.0002065901,0.0002852011,0.00004820314,0.0003936834,0.0001316386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810282,"about_ca_system_score_gemma":0.0005055907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011269,"about_ca_topic_score_gemma":0.01610083,"domain_scores_codex":[0.9981492,0.0003868274,0.0004815072,0.0003159363,0.000432357,0.0002342437],"domain_scores_gemma":[0.9971876,0.001321584,0.0006358057,0.0002879085,0.0004840583,0.00008307461],"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":[0.0002338183,0.0007893502,0.004974754,0.00005897261,0.0003381464,0.000001901878,0.01302003,0.002115421,0.0001678527,0.0526827,0.1476391,0.777978],"study_design_scores_gemma":[0.0002470397,0.0001392524,0.002249474,0.0004510256,0.0006138445,0.000007745102,0.4639159,0.001122799,0.0002555104,0.0006208637,0.5301648,0.0002116333],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4447756,0.001597403,0.1371099,0.009766885,0.04017092,0.001127419,0.00002975663,0.0004493958,0.3649727],"genre_scores_gemma":[0.9470616,0.000573642,0.0001924566,0.0002909706,0.001295249,0.00008489782,0.00002171998,0.00001163692,0.05046783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7777664,"threshold_uncertainty_score":0.9994612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}