{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":231,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":231,"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":"0e0cf7fbb1e7","filters":{"venue":"Aporia"}},"results":[{"id":"W2560045420","doi":"","title":"The Voices of Diversity: What Students of Diverse Races/Ethnicities and Both Sexes Tell Us About Their College Experiences and Their Perceptions About their Institutions’ Progress Toward Diversity","year":2014,"lang":"en","type":"article","venue":"Aporia","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Diversity (politics); Ethnic group; Perception; Sociology; Gender studies; Race (biology); Cultural diversity; Political science; Social science; Anthropology; Psychology","authors":[{"name":"Paula J. Caplan","is_ca":false},{"name":"Jordan Ford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0548336279753365,"gpt":0.3678813925042797,"spread":0.3130477645289432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001191962,0.0001745418,0.0003011634,0.00009387349,0.00471953,0.0002050437,0.0007456038,0.00008102298,0.00005824619],"category_scores_gemma":[0.0001741727,0.0001093058,0.00007181547,0.000307168,0.0055716,0.0008109557,0.001760659,0.0001257183,0.0000018211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005708209,"about_ca_system_score_gemma":0.0001417481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003956942,"about_ca_topic_score_gemma":0.003670612,"domain_scores_codex":[0.998137,0.0004392501,0.0002248283,0.0002818984,0.0005890839,0.0003279413],"domain_scores_gemma":[0.9984335,0.0007441533,0.0002099984,0.0002237113,0.0002511228,0.0001375325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002172843,0.00008010299,0.4833317,0.00002769177,0.00008688204,2.836512e-7,0.5115753,6.041044e-7,0.0000145977,0.002583476,0.0003409287,0.001936659],"study_design_scores_gemma":[0.0002189974,0.00006599067,0.3592742,0.00006109443,0.00001930872,2.565456e-7,0.6281942,0.000004502323,0.00007461817,0.0003958255,0.0115923,0.00009870686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929148,0.004074135,0.000008821691,0.000693517,0.0005613355,0.0004868037,0.00007640776,0.00003223503,0.001151936],"genre_scores_gemma":[0.9856607,0.01355841,0.00003510401,0.00003996595,0.0001082084,0.00003939328,0.000002566693,0.000004588335,0.000551104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1240576,"threshold_uncertainty_score":0.9971347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242055431","doi":"10.18192/aporia.v7i1.2819","title":"","year":2015,"lang":"fr","type":"article","venue":"Aporia","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Hélène Poliquin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1232570639613613,"gpt":0.3685292636175286,"spread":0.2452721996561673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004056514,0.0003068352,0.0004235959,0.00003171912,0.000904912,0.0003093789,0.001135093,0.0004136045,0.0001972693],"category_scores_gemma":[0.001587514,0.0003254139,0.000216724,0.002556939,0.002939994,0.002266814,0.0001751222,0.000325385,0.0004289541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524438,"about_ca_system_score_gemma":0.002237431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.52393,"about_ca_topic_score_gemma":0.1413495,"domain_scores_codex":[0.9944232,0.000709453,0.000511412,0.0006917695,0.002087526,0.001576718],"domain_scores_gemma":[0.9967505,0.0002654615,0.0004505335,0.0003634336,0.000445183,0.001724906],"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":[0.00002911037,0.0001697774,0.04525869,0.000006820188,0.00002282475,0.00004841224,0.1583485,0.00005518613,0.00001035925,0.6069407,0.1496308,0.03947871],"study_design_scores_gemma":[0.0007579477,0.0002133491,0.01526877,0.0000456756,0.00003773113,0.000004003352,0.08448207,0.00008689203,0.00002578937,0.1298651,0.7687968,0.0004158238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6322238,0.02068925,0.000169063,0.2685098,0.03294266,0.0002975223,0.00001886448,0.0000986985,0.04505026],"genre_scores_gemma":[0.9011663,0.001100758,0.0008791539,0.002152563,0.007937703,0.00002199108,0.000001868682,0.00001812464,0.08672157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.619166,"threshold_uncertainty_score":0.9999198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244606300","doi":"10.18192/aporia.v4i4.2903","title":"","year":2012,"lang":"fr","type":"article","venue":"Aporia","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Nursing research; Mainstream; Limiting; The Internet; Trustworthiness; Nursing science; Sociology; Normative; Field (mathematics); Computer science; Data science; Online research methods; Engineering ethics; Epistemology; Psychology; Nursing; Internet privacy; World Wide Web; Medicine; Engineering; Political science","authors":[{"name":"Martin Salzmann‐Erikson","is_ca":false},{"name":"Henrik Eriksson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1687420034647142,"gpt":0.4743499393688745,"spread":0.3056079359041602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01805784,0.0003854819,0.0005496604,0.00007780684,0.001257426,0.0001025458,0.0004741198,0.000429363,0.001293974],"category_scores_gemma":[0.001771263,0.0003914916,0.000330825,0.001474213,0.00243128,0.002827731,0.00013557,0.0004858715,0.0005002393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000349557,"about_ca_system_score_gemma":0.00014499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02013294,"about_ca_topic_score_gemma":0.0007728,"domain_scores_codex":[0.9878601,0.007811607,0.0006713538,0.0004171971,0.0008494268,0.002390309],"domain_scores_gemma":[0.9952608,0.002565185,0.000340157,0.0004047425,0.000206706,0.001222453],"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":[0.00001832487,0.0003491348,0.0307326,0.00003254323,0.00005980298,0.000002655004,0.2260881,8.364449e-7,0.0001906344,0.6329498,0.003130995,0.1064445],"study_design_scores_gemma":[0.0004762551,0.000155088,0.04362218,0.0000555591,0.0001098781,0.000004419898,0.05944181,0.00001014735,0.0003797397,0.06371593,0.8315029,0.0005261215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7315169,0.1000424,0.0106329,0.06323347,0.04733434,0.0004760427,0.00002819583,0.0001207305,0.04661497],"genre_scores_gemma":[0.8911141,0.001048788,0.05585353,0.001630472,0.01349346,0.00004339224,0.000004955933,0.00004038781,0.03677096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8283719,"threshold_uncertainty_score":0.9998537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081707469","doi":"10.18192/aporia.v12i1.4842","title":"Nursing Voices during COVID-19: An Analysis of Canadian Media Coverage","year":2020,"lang":"en","type":"article","venue":"Aporia","topic":"Disaster Response and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Agency (philosophy); Media coverage; News media; Nursing; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Phenomenon; Content analysis; Medicine; Public health; Political science; Public relations; Sociology; Media studies; Virology; Disease; Pathology","authors":[{"name":"Marilou Gagnon","is_ca":false},{"name":"Amélie Perron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09725135430761127,"gpt":0.4216969484791926,"spread":0.3244455941715813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002968241,0.00009590055,0.00026928,0.0006625528,0.000330793,0.000009686947,0.0001972446,0.00007067254,0.002776806],"category_scores_gemma":[0.0004696653,0.00009390919,0.00007054336,0.001266954,0.00003058243,0.0001306314,0.00003961902,0.0001419291,0.00008517713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908154,"about_ca_system_score_gemma":0.0005939893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09870524,"about_ca_topic_score_gemma":0.2426952,"domain_scores_codex":[0.9986436,0.0002674825,0.0003286287,0.000236332,0.0001848758,0.0003391247],"domain_scores_gemma":[0.9982265,0.0001676801,0.00014174,0.0002668922,0.00003655466,0.001160638],"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":[0.001110693,0.0002248734,0.1621694,0.001220005,0.002440759,0.0003444653,0.7205481,0.002441988,0.002312405,0.05421359,0.04874223,0.004231519],"study_design_scores_gemma":[0.002643212,0.0001617101,0.378046,0.0002005269,0.002525353,5.189748e-7,0.09065817,0.003014013,0.0001258976,0.001382361,0.5206168,0.0006254072],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960371,0.00004713906,0.0003983393,0.007343864,0.0003928572,0.0003164231,0.0001057669,0.00006240579,0.03096226],"genre_scores_gemma":[0.9920312,0.00002741431,0.00008404574,0.007167041,0.0001727309,0.00001745065,0.0001009024,0.00001315113,0.0003861231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6298899,"threshold_uncertainty_score":0.9981348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736800317","doi":"","title":"Metaphor-reflection in my healthcare experience","year":2009,"lang":"en","type":"article","venue":"Aporia","topic":"Empathy and Medical Education","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Metaphor; Reflection (computer programming); Health care; Psychology; Medicine; Sociology; Computer science; Political science; Philosophy; Linguistics","authors":[{"name":"Jasna Schwind","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04101559972724202,"gpt":0.3929337720633383,"spread":0.3519181723360963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001397489,0.00005103,0.0001107161,0.00006218367,0.00002449833,0.000003347239,0.0000275374,0.00006469076,0.00009183679],"category_scores_gemma":[0.0001861155,0.0000433374,0.00002443403,0.0002396369,0.00001641014,0.00005746858,0.00000272941,0.0001481189,0.00002685912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006800365,"about_ca_system_score_gemma":0.0001039781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975632,"about_ca_topic_score_gemma":0.0000329448,"domain_scores_codex":[0.9994302,0.00002068981,0.0001420802,0.0001334436,0.0001380109,0.0001355808],"domain_scores_gemma":[0.9996741,0.00001330978,0.00002597836,0.0001265496,0.00003294918,0.0001270601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006559953,0.001673874,0.03368426,0.0001645434,0.00002465778,0.0001471393,0.373417,0.000002125082,0.03206668,0.01246788,0.01297081,0.532725],"study_design_scores_gemma":[0.002672376,0.001458632,0.8634768,0.0003300092,0.00004430746,0.0001248473,0.0372952,0.0001066478,0.02453015,0.008712822,0.06096236,0.0002858814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838793,0.0003843403,0.00003300354,0.01141005,0.0006056349,0.0001492988,2.034982e-7,0.00003483722,0.003503367],"genre_scores_gemma":[0.9952268,0.0000734274,0.0003751693,0.003495327,0.0002569678,0.00001549079,0.00001169173,0.000003180282,0.0005419166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8297925,"threshold_uncertainty_score":0.1767248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121409715","doi":"10.18192/aporia.v13i1.5263","title":"Tomorrow is cancelled: Rethinking nursing resistance as insurrection","year":2021,"lang":"en","type":"article","venue":"Aporia","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Resistance (ecology); Politics; Pandemic; Coronavirus disease 2019 (COVID-19); Work (physics); Health care; 2019-20 coronavirus outbreak; Public relations; Political science; Nursing; Sociology; Criminology; Psychology; Medicine; Law; Engineering","authors":[{"name":"Kylie Smith","is_ca":false},{"name":"Thomas Foth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02974678306043531,"gpt":0.3279071365047946,"spread":0.2981603534443593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000465297,0.0001716363,0.0001896023,0.00008874542,0.0004620273,0.0001851165,0.000142051,0.0001647481,0.0004657581],"category_scores_gemma":[0.0004796874,0.0002053272,0.00007845704,0.0005481404,0.00008291491,0.0004205396,0.000004370188,0.0004441207,0.0001886429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492862,"about_ca_system_score_gemma":0.0003043809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003843947,"about_ca_topic_score_gemma":0.0003821533,"domain_scores_codex":[0.9982528,0.0002474041,0.0002749498,0.0004739674,0.0003811501,0.0003697033],"domain_scores_gemma":[0.9987524,0.0002365648,0.0001923685,0.0004694778,0.0002446354,0.0001045194],"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":[0.001293496,0.001007901,0.00556592,0.0003087085,0.0001046625,0.00007575683,0.2844314,0.00001108854,0.02624764,0.01148935,0.5967845,0.07267959],"study_design_scores_gemma":[0.001145566,0.0001248776,0.008935109,0.001571122,0.0002499817,0.0001930695,0.02420087,0.00005355732,0.1777943,0.1034343,0.6814893,0.0008079441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5112829,0.008705787,0.0003281197,0.1594651,0.07073091,0.0003941306,0.000007633696,0.000580402,0.248505],"genre_scores_gemma":[0.975454,0.00004310629,0.002314311,0.00322342,0.001884615,0.00001119694,0.00003158479,0.00005279085,0.01698503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4641711,"threshold_uncertainty_score":0.8373001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2730213056","doi":"","title":"Contesting \"Silhouettes of a Pregnant Belly\": Young Pregnant Women’s Discursive Constructions of the Body","year":2011,"lang":"en","type":"article","venue":"Aporia","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Femininity; Gender studies; Discourse analysis; Context (archaeology); Beauty; Sociology; Heterosexuality; Perspective (graphical); Subject (documents); Construct (python library); Critical discourse analysis; Human sexuality; Aesthetics; Political science; History; Ideology; Politics; Art","authors":[{"name":"Geneviève Rail","is_ca":false},{"name":"Emma Amanda Harper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06291812360925678,"gpt":0.3696921865761381,"spread":0.3067740629668814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008631405,0.0001477948,0.0003839917,0.00006824725,0.0008558471,0.00000307536,0.0003146825,0.0001646491,0.0009526855],"category_scores_gemma":[0.001042788,0.00009696159,0.00008306061,0.0002356231,0.0003501517,0.0002482718,0.0001995701,0.0006114763,0.00005504686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286182,"about_ca_system_score_gemma":0.0007434846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197689,"about_ca_topic_score_gemma":0.0007349661,"domain_scores_codex":[0.9975443,0.0006120582,0.0008389454,0.0002267794,0.0002550422,0.0005228719],"domain_scores_gemma":[0.9966646,0.001037712,0.001340915,0.0004980881,0.0003354782,0.0001232223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001944985,0.0003805192,0.686703,0.002367157,0.0001822187,0.000005179032,0.2327433,0.00000124807,0.003297974,0.0708387,0.002191383,0.001094877],"study_design_scores_gemma":[0.003047223,0.0008415944,0.7315545,0.01317117,0.0003747185,0.00002993114,0.2157817,0.00009673814,0.006134915,0.0201194,0.008315056,0.0005329811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722962,0.0005321557,0.00005972863,0.0005187035,0.002498455,0.001321386,0.00007225676,0.00005042761,0.02265064],"genre_scores_gemma":[0.9973055,0.000158727,0.0006019416,0.0001647123,0.0001418743,0.0001889802,0.000002490663,0.00001849388,0.001417281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0507193,"threshold_uncertainty_score":0.9999606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235766595","doi":"10.18192/aporia.v1i1.3065","title":"","year":2009,"lang":"fr","type":"article","venue":"Aporia","topic":"Foucault, Power, and Ethics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Temptation; Postmodernism; Epistemology; Interpretation (philosophy); Sociology; Key (lock); Aesthetics; Computer science; Philosophy; Psychology; Linguistics; Social psychology","authors":[{"name":"David Nicholls","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03902439178781114,"gpt":0.3646835956546995,"spread":0.3256592038668883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002659234,0.0004041165,0.0004945484,0.00007920922,0.001606572,0.0002704945,0.0008393644,0.0009910043,0.0004900094],"category_scores_gemma":[0.001049967,0.0004486724,0.0003245306,0.001221538,0.001725441,0.001276626,0.00005304365,0.001034899,0.0005319157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937846,"about_ca_system_score_gemma":0.0006495706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01353422,"about_ca_topic_score_gemma":0.006159671,"domain_scores_codex":[0.9950223,0.0007893147,0.0006551018,0.0006984594,0.001171315,0.001663485],"domain_scores_gemma":[0.9975033,0.00056672,0.0002794584,0.0005669261,0.0003289593,0.0007546537],"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":[0.00004192112,0.0003459281,0.0009934563,0.00001847347,0.00003063245,0.0000759668,0.1332911,0.00002065219,0.0001318535,0.7710601,0.02075876,0.07323121],"study_design_scores_gemma":[0.0005435986,0.0004032526,0.01184811,0.0001020529,0.00007246314,0.000007797417,0.0118499,0.00004144003,0.00009211725,0.2849419,0.6896231,0.0004742834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2942029,0.01658674,0.0001294357,0.5506882,0.02603202,0.0003695635,0.00001410504,0.0002258073,0.1117512],"genre_scores_gemma":[0.9176343,0.005988658,0.0009544864,0.01377129,0.006460325,0.000005508609,0.000008858044,0.00002012045,0.05515647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6688643,"threshold_uncertainty_score":0.9997965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912277778","doi":"10.18192/aporia.v10i2.4121","title":"Unpacking “two-way” workplace integration of internationally educated nurses","year":2019,"lang":"en","type":"article","venue":"Aporia","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"University of Ottawa","keywords":"Unpacking; Diversity (politics); Focus group; Equity (law); Health care; Theme (computing); Qualitative research; Sociology; Qualitative property; Public relations; Psychology; Nursing; Political science; Medicine; Social science","authors":[{"name":"Zubeida Ramji","is_ca":false},{"name":"Josephine Etowa","is_ca":false},{"name":"Isabelle St‐Pierre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03548848014833729,"gpt":0.4447504455223278,"spread":0.4092619653739906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004839182,0.0001375082,0.0002623785,0.0001140826,0.0001507157,0.000006754494,0.0002310582,0.0001447918,0.002376413],"category_scores_gemma":[0.0002569724,0.0001222678,0.00004930236,0.0003342104,0.00003608779,0.0001668867,0.00006518395,0.0003913302,0.001582886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472941,"about_ca_system_score_gemma":0.0002973244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301578,"about_ca_topic_score_gemma":0.0004369298,"domain_scores_codex":[0.9982607,0.0002295337,0.0006127495,0.0002339217,0.0002949361,0.0003681512],"domain_scores_gemma":[0.9982535,0.0005112386,0.000414336,0.0003174252,0.0004086017,0.00009492524],"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":[0.0005008844,0.0002581312,0.5876868,0.0005497694,0.00009608168,0.000003361547,0.02180754,0.0001150832,0.01195723,0.2679176,0.08703424,0.02207329],"study_design_scores_gemma":[0.008351558,0.0007221992,0.3451155,0.01615365,0.0001382843,0.000008870719,0.07952271,0.003339377,0.005623431,0.0383537,0.501257,0.001413714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978656,0.0001558988,0.00009199656,0.001110322,0.007019141,0.0007614493,0.000009641693,0.00009564932,0.09289031],"genre_scores_gemma":[0.970933,0.0000267864,0.001094574,0.0005148259,0.0003800563,0.00003838292,0.00008312149,0.00002346023,0.02690576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4142228,"threshold_uncertainty_score":0.9991945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082649255","doi":"10.18192/aporia.v12i1.4840","title":"La dénonciation infirmière en contexte de pandémie de COVID-19: une analyse de contenu de la plate-forme « Je dénonce »","year":2020,"lang":"fr","type":"article","venue":"Aporia","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Humanities; Political science; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","authors":[{"name":"Amélie Perron","is_ca":false},{"name":"Caroline Dufour","is_ca":false},{"name":"Emily Marcogliese","is_ca":false},{"name":"Marilou Gagnon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03455904383579268,"gpt":0.3246826492740881,"spread":0.2901236054382955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001605181,0.000332067,0.0005194407,0.0001036666,0.0005896711,0.0005552135,0.0003066019,0.0003437628,0.001655494],"category_scores_gemma":[0.003487905,0.0003377973,0.0003296947,0.0001836976,0.0004571004,0.0001932454,0.00008413491,0.0004987038,0.0001345159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005924037,"about_ca_system_score_gemma":0.001580582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03370942,"about_ca_topic_score_gemma":0.005634777,"domain_scores_codex":[0.9974852,0.0006352152,0.0005468563,0.0003766298,0.0002637374,0.0006923851],"domain_scores_gemma":[0.9968925,0.001520599,0.0003371823,0.000250594,0.0001893019,0.0008098281],"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":[0.0002609911,0.000225627,0.03761185,0.0003337286,0.001108555,0.0008330621,0.113722,0.003365587,0.0004345452,0.8111035,0.02879388,0.002206692],"study_design_scores_gemma":[0.001747875,0.0001447864,0.002374779,0.0001097893,0.001644021,0.00003029311,0.01789409,0.02877853,0.0001882758,0.02963668,0.9169086,0.000542261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6272004,0.01098648,0.02678838,0.05084957,0.001205678,0.0006534685,0.001381434,0.0003861081,0.2805485],"genre_scores_gemma":[0.9803261,0.0008257959,0.000565289,0.007974178,0.004121339,0.00002129777,0.0001200277,0.00004928475,0.005996761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8881148,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899556514","doi":"10.18192/aporia.v4i2.3273","title":"Special issue on the ramifications of the current context of criminal prosecutions for nondisclosure of HIV status on nursing practice","year":2012,"lang":"en","type":"article","venue":"Aporia","topic":"Ethics in medical practice","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Human immunodeficiency virus (HIV); Criminology; Nursing; Psychology; Political science; Medicine; Family medicine; History","authors":[{"name":"Dave Holmes","is_ca":false},{"name":"Marilou Gagnon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1485068019188095,"gpt":0.5199887725131824,"spread":0.3714819705943729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004359112,0.0001124304,0.0002216425,0.00004692651,0.0007561609,0.00000303279,0.0003031821,0.0001577482,0.0003149136],"category_scores_gemma":[0.0370576,0.00006632048,0.00009646517,0.0002191301,0.0005409156,0.0001541952,0.00004839588,0.002147502,0.00006119655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285234,"about_ca_system_score_gemma":0.000615957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005967493,"about_ca_topic_score_gemma":0.00001973696,"domain_scores_codex":[0.9962428,0.00196296,0.0006871459,0.0001472251,0.0006017403,0.0003580893],"domain_scores_gemma":[0.9752991,0.02208083,0.001178808,0.0006331388,0.0007154158,0.00009271166],"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":[0.0003419765,0.001130237,0.0006673513,0.0002767777,0.00003580643,3.910002e-8,0.03900416,0.000001809982,0.0002948963,0.8125342,0.1388519,0.00686083],"study_design_scores_gemma":[0.0008695961,0.0002413456,0.01120888,0.001239061,0.0004430219,7.374784e-7,0.06581778,0.00002740207,0.001415994,0.01393783,0.9046867,0.0001116458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1204304,0.001282837,0.004662822,0.2996427,0.05462752,0.01535652,0.001895239,0.00008043131,0.5020216],"genre_scores_gemma":[0.9923753,0.00007518581,0.0006909082,0.000895476,0.005293006,0.0001625329,0.00002220115,0.00002038712,0.0004649792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.871945,"threshold_uncertainty_score":0.9710537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3139319719","doi":"","title":"What mathematical knowledge could not be","year":2007,"lang":"en","type":"article","venue":"Aporia","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Philip A. Ebert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08882496041822399,"gpt":0.3623031472859781,"spread":0.273478186867754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002899924,0.000249239,0.0004138169,0.0001027967,0.0001740347,0.00006618871,0.0003333402,0.0002114868,0.001501511],"category_scores_gemma":[0.0008445115,0.0002208045,0.0001594117,0.0001602305,0.0001711315,0.0003242202,0.00008092125,0.0002797701,0.001395016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009181287,"about_ca_system_score_gemma":0.00004692264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.029195e-7,"about_ca_topic_score_gemma":0.00001337215,"domain_scores_codex":[0.9982634,0.00006475506,0.0005948647,0.0002657567,0.0003671391,0.0004441414],"domain_scores_gemma":[0.9969237,0.001955067,0.0001720641,0.000643895,0.0001011011,0.0002041946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000357573,0.0004044184,0.000002327675,0.0002574484,0.00004024841,0.00003413641,0.006286823,7.294933e-8,0.0005623151,0.9707586,0.01969456,0.001923366],"study_design_scores_gemma":[0.0004411227,0.0000541031,0.000008462325,0.0001644727,0.00007241844,0.0000549487,0.001492,0.00005805119,0.0054839,0.8246209,0.1672439,0.0003056976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4723047,0.0005673227,0.05360745,0.001596529,0.006165429,0.001056898,0.00001258151,0.0009694166,0.4637197],"genre_scores_gemma":[0.8638257,0.00005188923,0.05865836,0.0009533169,0.001218601,0.00003594987,0.00001151277,0.0001870509,0.0750576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3915211,"threshold_uncertainty_score":0.9994112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240807301","doi":"10.18192/aporia.v5i1.2894","title":"","year":2013,"lang":"fr","type":"article","venue":"Aporia","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Older people; Gerontology; Population ageing; Social vulnerability; Psychology; Order (exchange); Aging in place; Population; Sociology; Medicine; Business; Environmental health; Social psychology; Computer security; Psychological resilience; Computer science","authors":[{"name":"Nico De Witte","is_ca":false},{"name":"Liesbeth De Donder","is_ca":false},{"name":"Sarah Dury","is_ca":false},{"name":"TINE BUFFEL","is_ca":false},{"name":"Dominique Verté","is_ca":false},{"name":"Jos M. G. A. Schols","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01489082454348101,"gpt":0.2657055972723769,"spread":0.2508147727288959,"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":[0.0008490614,0.0003335369,0.0004158677,0.00007004936,0.001960192,0.0003142326,0.0004380338,0.0002523474,0.002210635],"category_scores_gemma":[0.0003190636,0.0003326049,0.000202662,0.0007834795,0.001200498,0.001772223,0.0001082142,0.0002536014,0.001428417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524626,"about_ca_system_score_gemma":0.0001850215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6099707,"about_ca_topic_score_gemma":0.1388471,"domain_scores_codex":[0.9966571,0.0004904206,0.0005495427,0.0005372698,0.0006649016,0.001100793],"domain_scores_gemma":[0.9981724,0.0003684242,0.0002839766,0.0003496655,0.0004318712,0.000393687],"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":[0.000002593591,0.0001256672,0.03641681,0.00002782053,0.00009985139,0.000006228175,0.6152992,0.000004108117,0.00004072802,0.1702391,0.1654798,0.01225822],"study_design_scores_gemma":[0.0004787473,0.00009567445,0.4096215,0.00005888492,0.00009499631,0.00000201404,0.01193997,0.00009214558,0.00005211387,0.1267408,0.450353,0.0004701401],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779187,0.01762703,0.0002110661,0.08562329,0.01013672,0.0006516342,0.000005528329,0.0001320899,0.007693916],"genre_scores_gemma":[0.900853,0.00568935,0.0007314173,0.00127704,0.006053451,0.0001314936,0.000005113238,0.00002142426,0.08523771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6033592,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124532383","doi":"10.18192/aporia.v13i1.5272","title":"(Re)politicizing harm reduction: Poststructuralist thinking to challenge the medicalization of harms among people who use drugs","year":2021,"lang":"en","type":"article","venue":"Aporia","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicalization; Harm reduction; Harm; Sociology; Scope (computer science); Hegemony; Power (physics); Political science; Criminology; Environmental ethics; Medicine; Law; Psychiatry; Public health; Politics; Nursing","authors":[{"name":"Trevor Goodyear","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04429917936634707,"gpt":0.3326621446871983,"spread":0.2883629653208512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004212584,0.0001917885,0.0004129845,0.000092944,0.0001908714,0.00006040784,0.000192495,0.0001281619,0.0003990211],"category_scores_gemma":[0.00111207,0.0001440931,0.00009430094,0.0005715058,0.0001240677,0.0002419212,0.0001454287,0.000302351,0.0000274802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149454,"about_ca_system_score_gemma":0.0001697191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035369,"about_ca_topic_score_gemma":0.0001931218,"domain_scores_codex":[0.997888,0.0001330728,0.0004919825,0.0003897921,0.0007535033,0.0003436567],"domain_scores_gemma":[0.9983019,0.0002028672,0.0001702007,0.0006532364,0.0004258731,0.0002459547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002139384,0.0003012471,0.01725986,0.0006877788,0.0004896911,0.0001817954,0.8829041,0.0001626821,0.01239643,0.04509649,0.02968308,0.01062297],"study_design_scores_gemma":[0.003883071,0.0005167277,0.2213579,0.002245932,0.001076585,0.0003367997,0.6689855,0.001462908,0.06577818,0.007339837,0.02594662,0.001069933],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729649,0.0002352891,0.0001918176,0.02126046,0.001279983,0.0004238738,0.00001743687,0.0001003155,0.003525943],"genre_scores_gemma":[0.9958079,0.0001330777,0.0006841993,0.0009281493,0.0009506511,0.00001911606,0.000121273,0.00004627074,0.001309289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139185,"threshold_uncertainty_score":0.5875947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082818095","doi":"10.18192/aporia.v12i1.4841","title":"How Companion Animals Support Recovery from Opioid Use Disorder: An Exploratory Study of Patients in a Methadone Maintenance Treatment Program","year":2020,"lang":"en","type":"article","venue":"Aporia","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Empowerment; Thematic analysis; Mental health; Substance abuse; Methadone maintenance; Psychology; Opioid use disorder; Methadone; Social support; Substance use; Vulnerability (computing); Psychiatry; Medicine; Psychotherapist; Qualitative research; Opioid; Political science; Sociology","authors":[{"name":"Brynn Kosteniuk","is_ca":false},{"name":"Colleen Anne Dell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04449217903373091,"gpt":0.3265204552781339,"spread":0.282028276244403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005413253,0.0001773715,0.0002933014,0.00003035019,0.00003204952,0.00003624538,0.0001104332,0.00006009234,0.00001585737],"category_scores_gemma":[0.00008956125,0.0001563971,0.00006146398,0.00008575197,0.00003263431,0.00002624531,0.0001009788,0.00005998554,0.000004801674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003112118,"about_ca_system_score_gemma":0.0000265857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003912678,"about_ca_topic_score_gemma":0.002783301,"domain_scores_codex":[0.9988822,0.0001255894,0.0002745551,0.0004245949,0.0001279211,0.0001651843],"domain_scores_gemma":[0.9993795,0.00001817763,0.0001661172,0.0002425837,0.0001222049,0.0000714644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001948735,0.00731399,0.8825351,0.00002163931,0.0005628351,0.00002265375,0.009112054,0.00001869863,0.08599428,0.00001136194,0.002024614,0.01043407],"study_design_scores_gemma":[0.008331633,0.04454331,0.7821504,0.00002892879,0.0001493371,7.269402e-7,0.02498832,0.00007907298,0.03977114,0.00003764097,0.09923144,0.0006880428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987873,0.00009022073,0.00003807706,0.00006963308,0.0001392977,0.0007287294,0.0001067396,0.00001970386,0.00002026701],"genre_scores_gemma":[0.9987784,0.0001394612,0.0003658578,0.00007283712,0.00008831734,0.0001780265,0.0003052608,0.00002207615,0.00004977308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003847,"threshold_uncertainty_score":0.637769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2727716230","doi":"","title":"The Impact of Race, Gender, and Class in Postcolonial Feminist Fieldwork: A Retrospective Critique of Methodological Dilemmas","year":2011,"lang":"en","type":"article","venue":"Aporia","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Race (biology); Class (philosophy); Gender studies; Sociology; Epistemology; Philosophy","authors":[{"name":"Louise Racine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4140894500051598,"gpt":0.568126344576166,"spread":0.1540368945710062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01516608,0.00006830859,0.0002526167,0.00003905382,0.0001839878,0.00001502257,0.000186098,0.0001785336,0.00009282149],"category_scores_gemma":[0.01179516,0.00004274558,0.00008692373,0.0002523614,0.00152779,0.00005818487,0.0000695085,0.0003520149,5.427569e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005590977,"about_ca_system_score_gemma":0.0002617921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148194,"about_ca_topic_score_gemma":0.001159448,"domain_scores_codex":[0.9946605,0.004408806,0.0002501989,0.0001474677,0.000265292,0.0002677394],"domain_scores_gemma":[0.9931279,0.006365776,0.000121542,0.0001218699,0.0001857602,0.00007714026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002680173,0.00006824431,0.08363307,0.00001287763,0.00003805453,0.000005850547,0.08268779,1.358197e-7,0.0005083196,0.8305973,0.000274421,0.001905947],"study_design_scores_gemma":[0.0002464351,0.0004684938,0.4518467,0.0000171185,0.000005858185,7.159059e-7,0.01632293,0.00001063427,0.0005110847,0.529963,0.0005318545,0.00007509762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102105,0.000419758,0.001415813,0.001462298,0.0001827491,0.0004050762,0.00002286587,0.00001214468,0.08586883],"genre_scores_gemma":[0.9900285,0.0004844265,0.009319824,0.00001806198,0.00005542228,0.00001069764,3.22956e-7,0.000003792102,0.00007895739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682137,"threshold_uncertainty_score":0.9965289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256479915","doi":"10.18192/aporia.v4i1.2921","title":"","year":2012,"lang":"fr","type":"article","venue":"Aporia","topic":"Simone de Beauvoir and Sartre","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Temporality; Queer; Human sexuality; Temporalities; Lesbian; Normative; Aesthetics; Sociology; Gender studies; Psychoanalysis; Psychology; Art; Epistemology; Philosophy","authors":[{"name":"JACKIE STACEY","is_ca":false},{"name":"Mary Bryson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03248063526943534,"gpt":0.2423921863661203,"spread":0.209911551096685,"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":[0.0008816713,0.0005729291,0.0005695193,0.0001378728,0.001511744,0.0005105702,0.0003372816,0.0002946703,0.006811249],"category_scores_gemma":[0.00009452456,0.0005749516,0.0004027257,0.0001051929,0.0009792782,0.002690506,0.0001463796,0.0005262091,0.001861093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327175,"about_ca_system_score_gemma":0.00006118829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007763652,"about_ca_topic_score_gemma":0.001131062,"domain_scores_codex":[0.9960496,0.0002531835,0.0007273319,0.0004022506,0.0004656566,0.002101927],"domain_scores_gemma":[0.997786,0.0003371979,0.000219347,0.0006799822,0.0001917891,0.0007856411],"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":[0.00006207342,0.0008069757,0.02934672,0.0001074392,0.0001705068,0.00001743684,0.1078726,0.000002419494,0.00004432337,0.7725889,0.08083285,0.008147791],"study_design_scores_gemma":[0.001039296,0.0001847956,0.01725553,0.0001078223,0.0002910573,0.00003033073,0.02414026,0.00001851775,0.0003797069,0.005462792,0.9503291,0.0007608162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7250562,0.09930138,0.0000226671,0.01644322,0.04319508,0.0003789295,0.0002133582,0.0001847145,0.1152044],"genre_scores_gemma":[0.8315506,0.0005902151,0.0001112657,0.00174337,0.04144181,0.00004423841,0.00005626204,0.00007555007,0.1243867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8694962,"threshold_uncertainty_score":0.9997882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899632361","doi":"10.18192/aporia.v2i3.2984","title":"Schizoanalysis and collaborative critical research","year":2010,"lang":"en","type":"article","venue":"Aporia","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Relation (database); Sociology; Knowledge production; Capitalism; Work (physics); Epistemology; Engineering ethics; Knowledge management; Management science; Computer science; Political science; Engineering; Philosophy; Law","authors":[{"name":"Erika Biddle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0250360351925877,"gpt":0.3161241644494032,"spread":0.2910881292568155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005250017,0.0000714358,0.00009609325,0.0001932788,0.0004498069,0.0003067357,0.0001085356,0.00003384652,0.001020569],"category_scores_gemma":[0.001104457,0.00006171021,0.000014483,0.001004498,0.0001732757,0.0004430233,0.0002624962,0.0001605548,0.0003911876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004094953,"about_ca_system_score_gemma":0.000008775249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001236235,"about_ca_topic_score_gemma":0.0004146797,"domain_scores_codex":[0.9992481,0.000007733926,0.0001028816,0.0001895542,0.0002761096,0.0001755604],"domain_scores_gemma":[0.9992123,0.0001251056,0.00002493875,0.0001122351,0.000515583,0.000009865335],"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":[0.000007148209,0.00002211931,0.02626604,0.00002790064,0.00002665615,0.000003880409,0.00002866633,1.747017e-7,0.0004396053,0.9378112,0.03465346,0.0007131513],"study_design_scores_gemma":[0.000350749,0.000008545284,0.07786107,0.00001023954,0.00009166224,4.385844e-7,0.0007814587,0.000516583,0.0001076766,0.2106441,0.7093861,0.000241398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5208806,0.0004097409,0.0002568069,0.01999682,0.00139431,0.0003743588,0.000003602258,0.0001859419,0.4564978],"genre_scores_gemma":[0.9966899,0.00001672868,0.0006589496,0.0004279614,0.001331973,0.00001036361,0.000009053859,0.00001046891,0.0008445668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7271671,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080430744","doi":"10.18192/aporia.v11i1.4496","title":"Une analyse critique des effets de l’autorisation judiciaire de soins sur la dynamique relationnelle entre la personne visée et ses systèmes de soutien","year":2019,"lang":"fr","type":"article","venue":"Aporia","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Humanities; Political science; Sociology; Art","authors":[{"name":"Pierre Pariseau‐Legault","is_ca":false},{"name":"Marie‐Hélène Goulet","is_ca":false},{"name":"Anne G. Crocker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01940496080478883,"gpt":0.355935099857552,"spread":0.3365301390527632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007153758,0.0003533499,0.0006366711,0.0001282058,0.0007946683,0.000043789,0.0002030913,0.002026429,0.0005124323],"category_scores_gemma":[0.003101093,0.0003623158,0.0002304936,0.0005535356,0.000230416,0.0004282639,0.00007041409,0.002520158,0.0002652614],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792271,"about_ca_system_score_gemma":0.007371164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05658529,"about_ca_topic_score_gemma":0.01108824,"domain_scores_codex":[0.9900086,0.007177349,0.0007876999,0.0004808017,0.0003455782,0.001199993],"domain_scores_gemma":[0.9919752,0.006286185,0.0003724662,0.0004369398,0.0003339986,0.0005952268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008546701,0.0004752276,0.4444461,0.004697372,0.0002423779,0.0001335366,0.4464039,0.0005696969,0.0006014953,0.06458753,0.03506339,0.002693913],"study_design_scores_gemma":[0.005447628,0.0004769624,0.6495451,0.007204126,0.0006651737,0.0001254801,0.2266361,0.04195108,0.0001039522,0.0293545,0.03763166,0.0008582295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484448,0.002064827,0.007083834,0.02604588,0.001225898,0.0009953772,0.0000722585,0.0001942067,0.01387291],"genre_scores_gemma":[0.9814913,0.001963084,0.002715371,0.003958889,0.0009107487,0.00007757723,0.0001201917,0.00008614094,0.008676654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2197678,"threshold_uncertainty_score":0.9998829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787730052","doi":"","title":"Home free? The (After)Effects of Imprisonment on Women's Bodies, Physical and Mental Health and Identity","year":2010,"lang":"en","type":"article","venue":"Aporia","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Imprisonment; Mental health; Identity (music); Psychology; Free will; Criminology; Social psychology; Psychiatry; Art","authors":[{"name":"Laura Ahantz Sylvie Frigon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005423056895717415,"gpt":0.2924755159920124,"spread":0.287052459096295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002488746,0.00005188935,0.0001096808,0.00002493591,0.0003260702,0.00004130161,0.00008481706,0.00002175787,0.00001993137],"category_scores_gemma":[0.00006404765,0.00003736307,0.0000279708,0.00008008697,0.0001868807,0.00009282077,0.00005631794,0.0000966295,0.000002774619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003673252,"about_ca_system_score_gemma":0.000035207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005155977,"about_ca_topic_score_gemma":0.009163071,"domain_scores_codex":[0.9994206,0.00005391798,0.0000729246,0.0001134678,0.0002005545,0.000138489],"domain_scores_gemma":[0.9996043,0.0001083697,0.00005249661,0.0001288009,0.00001307667,0.00009290021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001683836,0.000725846,0.0255502,0.0002307228,0.0001750433,0.0000056735,0.769368,3.432847e-7,0.003499806,0.03642253,0.002789238,0.1610642],"study_design_scores_gemma":[0.001503169,0.001794628,0.1435433,0.00008767308,0.0003242556,0.00000476087,0.7907303,0.0001400866,0.0006427363,0.02047614,0.04022115,0.0005318139],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982402,0.0001743435,0.000007670321,0.0008970701,0.0004415146,0.00010352,0.000003959348,0.000007624942,0.0001240583],"genre_scores_gemma":[0.9991075,0.0004250293,0.00001758091,0.0001685176,0.0001802677,0.00001868061,6.951104e-7,0.000002606822,0.0000790722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1605324,"threshold_uncertainty_score":0.779433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2727618635","doi":"","title":"Mandatory HIV Screening Policy & Everyday Life: A Look Inside the Canadian Immigration Medical Examination","year":2011,"lang":"en","type":"article","venue":"Aporia","topic":"HIV, TB, and STIs Epidemiology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Medicine; History; Law","authors":[{"name":"Laura Bisaillon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05912095857720326,"gpt":0.3215324781878512,"spread":0.2624115196106479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003375305,0.00008260916,0.0001269018,0.0001267013,0.0009466395,0.00002869934,0.0002944837,0.0002398008,0.0008593247],"category_scores_gemma":[0.008086029,0.00006428438,0.00004213125,0.0002412189,0.0004045962,0.0001932941,0.00002383304,0.0002059364,0.0001643328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537162,"about_ca_system_score_gemma":0.002309013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7662158,"about_ca_topic_score_gemma":0.9435757,"domain_scores_codex":[0.9980633,0.0008208246,0.0002257654,0.0001804259,0.0003384953,0.0003711868],"domain_scores_gemma":[0.998801,0.0004099809,0.00008688043,0.0001657057,0.00008345966,0.0004529872],"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":[0.00001296565,0.00002513202,0.07067604,0.00000545437,0.0000301845,0.00003183181,0.1173943,0.000001444829,0.000009358773,0.6652905,0.09050181,0.05602093],"study_design_scores_gemma":[0.0002650866,0.0000491282,0.4785315,0.00003000429,0.0000252748,0.000005183419,0.007753158,0.0003959374,0.00001302896,0.0128769,0.499806,0.0002488326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2753201,0.0006420127,0.00617686,0.09379467,0.00297512,0.0008480901,0.00003231095,0.0002581988,0.6199526],"genre_scores_gemma":[0.9934463,0.00007854297,0.0002279736,0.003425274,0.001172027,0.00001798647,0.00001536583,0.000007209073,0.001609326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7181262,"threshold_uncertainty_score":0.9680315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403837187","doi":"10.18192/aporia.v14i2.7287","title":"Occupational therapists speaking for justice and human rights: From complicit silencing to collective resistance","year":2024,"lang":"en","type":"article","venue":"Aporia","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Gene silencing; Economic Justice; Human rights; Political science; Sociology; Criminology; Psychology; Law; Biology; Gene; Genetics; Ecology","authors":[{"name":"AnonymOT Collective","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1339435434415249,"gpt":0.5082104572779561,"spread":0.3742669138364312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000638817,0.000111609,0.0001519781,0.0001205592,0.001723942,0.0000545787,0.0001093214,0.00009576126,0.0004562788],"category_scores_gemma":[0.0001725183,0.0000903249,0.00003450582,0.0002639592,0.00002645004,0.0001953083,0.00004697015,0.0003266107,0.0001348664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449904,"about_ca_system_score_gemma":0.0003286296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027838,"about_ca_topic_score_gemma":0.001946246,"domain_scores_codex":[0.9986104,0.0002098859,0.0002818407,0.000347548,0.0002671241,0.0002831843],"domain_scores_gemma":[0.9952285,0.004199454,0.00006816582,0.0001495516,0.0002579295,0.0000963576],"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":[0.004074196,0.0001738402,0.007037293,0.001832584,0.0006641892,0.00003798614,0.04526732,0.00002940041,0.04409933,0.6202515,0.2749701,0.001562333],"study_design_scores_gemma":[0.001856447,0.0002545111,0.1238935,0.00170414,0.0001731042,0.000001183389,0.003140853,0.0008051431,0.0005766558,0.1823149,0.6847966,0.0004829683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438207,0.001414419,0.01518273,0.004872127,0.002437356,0.00277375,0.0005823979,0.0002053811,0.0287112],"genre_scores_gemma":[0.9811186,0.00001254097,0.005752318,0.0009510655,0.001807234,0.0003328842,0.0001018065,0.00003018167,0.009893419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379366,"threshold_uncertainty_score":0.9995757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309791193","doi":"10.18192/aporia.v14i2.6424","title":"Nurses and the Discursive Construction of Procedural Justice in Review Board Hearings","year":2022,"lang":"en","type":"article","venue":"Aporia","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Université du Québec en Outaouais; University of Ottawa","keywords":"Procedural justice; Economic Justice; Compliance (psychology); Resistance (ecology); Ethnography; Perception; Work (physics); Mental health; Psychology; Process (computing); Public relations; Criminology; Sociology; Political science; Social psychology; Law; Psychiatry","authors":[{"name":"Jean‐Laurent Domingue","is_ca":true},{"name":"Jean Daniel Jacob","is_ca":true},{"name":"Amélie Perron","is_ca":true},{"name":"Pierre Pariseau‐Legault","is_ca":true},{"name":"Thomas Foth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02078025880524194,"gpt":0.3659729777831908,"spread":0.3451927189779489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005414139,0.00005583081,0.0001830361,0.00003834413,0.00009324752,0.000003792145,0.000090673,0.00002617769,0.0002333482],"category_scores_gemma":[0.0002795255,0.0000365509,0.00003106822,0.0001829102,0.0001724824,0.00001915588,0.00003938814,0.0002192732,0.000006377257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002056153,"about_ca_system_score_gemma":0.00004603984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00049073,"about_ca_topic_score_gemma":0.0000172989,"domain_scores_codex":[0.9990802,0.0002627158,0.0002435926,0.0001538933,0.0001376287,0.0001219046],"domain_scores_gemma":[0.9994035,0.0002661952,0.0001159199,0.0001567525,0.000030479,0.00002710987],"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":[0.002086778,0.0004282089,0.01242747,0.003613116,0.000180729,0.0005565793,0.05887707,0.0000154388,0.00006749434,0.2873084,0.05019969,0.584239],"study_design_scores_gemma":[0.01247902,0.001099673,0.3472746,0.005045461,0.0007047138,0.006776348,0.1738857,0.00009096047,0.0000310174,0.08540255,0.3662924,0.0009176165],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718254,0.007653194,0.000006692174,0.0130405,0.002806917,0.0005618266,0.00001164768,0.00001449479,0.004079289],"genre_scores_gemma":[0.9980251,0.0005755757,0.00009078743,0.0008844585,0.00006352764,0.00007464617,0.000002831199,0.000006273622,0.0002768311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5833214,"threshold_uncertainty_score":0.2554999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252608228","doi":"10.18192/aporia.v1i4.3020","title":"","year":2009,"lang":"fr","type":"article","venue":"Aporia","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Transgressive; Politics; Sociology; Stigma (botany); Aesthetics; Criminology; Social psychology; Psychology; Political science; Law; Philosophy","authors":[{"name":"Blake Poland","is_ca":false},{"name":"DAVE HOLMES","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03605692872467491,"gpt":0.3245856048321469,"spread":0.288528676107472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001806007,0.0003806854,0.0004940337,0.00008025848,0.000890956,0.0001381941,0.000698114,0.0005739352,0.0004293089],"category_scores_gemma":[0.0004962317,0.0004209214,0.0002951029,0.001004807,0.0008071816,0.0007414288,0.00004284125,0.0004632662,0.0003705985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250586,"about_ca_system_score_gemma":0.0006638721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003311847,"about_ca_topic_score_gemma":0.001547077,"domain_scores_codex":[0.9955572,0.0004973498,0.0005961984,0.000685978,0.0009859093,0.001677359],"domain_scores_gemma":[0.9977269,0.0002985741,0.0002524676,0.0005042092,0.0001736593,0.001044198],"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":[0.00003712422,0.0004889765,0.002963087,0.00001888459,0.00004164527,0.0001317431,0.3494788,0.000006092177,0.0008068337,0.3525339,0.02851065,0.2649823],"study_design_scores_gemma":[0.001154492,0.0005677383,0.05212979,0.00007800221,0.0001457792,0.00001578755,0.09515814,0.00001217322,0.0006128227,0.1152677,0.7342438,0.0006138065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7338264,0.01621701,0.0001451034,0.1454405,0.02672121,0.0004860896,0.00001290242,0.0001785942,0.07697219],"genre_scores_gemma":[0.9362099,0.004338463,0.000797581,0.007467772,0.008029581,0.00001016458,0.00001085246,0.00001669909,0.04311896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7057331,"threshold_uncertainty_score":0.9998243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237060359","doi":"10.18192/aporia.v8i1.2798","title":"","year":2016,"lang":"fr","type":"article","venue":"Aporia","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Side effect (computer science); Context (archaeology); Demand side; Affect (linguistics); Grounded theory; Great Rift; Psychology; Social psychology; Order (exchange); Epistemology; Sociology; Qualitative research; Computer science; Business; Economics; History; Communication; Social science; Microeconomics","authors":[{"name":"Marilou Gagnon","is_ca":false},{"name":"Dave Holmes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02920206637309249,"gpt":0.3565704885017952,"spread":0.3273684221287028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001420944,0.0003567633,0.0005734477,0.0002792913,0.0002408447,0.00006431356,0.0004011547,0.0003094257,0.01591052],"category_scores_gemma":[0.00458264,0.0002313073,0.0006707618,0.0005433257,0.0008703424,0.0008668403,0.0002262472,0.0004357963,0.007558378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198754,"about_ca_system_score_gemma":0.0004807766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500279,"about_ca_topic_score_gemma":0.0004423959,"domain_scores_codex":[0.9951404,0.0004663448,0.0008541798,0.0006663426,0.0008343329,0.002038352],"domain_scores_gemma":[0.9958477,0.0007647351,0.0001378788,0.001030759,0.0004836788,0.001735239],"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":[0.0003235312,0.0007695831,0.02227116,0.0002631013,0.0003926102,0.0005326768,0.0003694184,5.43507e-8,0.07865814,0.04832684,0.3307343,0.5173586],"study_design_scores_gemma":[0.01045846,0.01653466,0.03585321,0.01047839,0.0003204795,0.0003493892,0.0007450518,0.0001600561,0.02521891,0.008947628,0.8904678,0.0004659637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4583907,0.06281567,0.02502995,0.3987157,0.008056022,0.001574851,0.0005045061,0.0002351695,0.04467747],"genre_scores_gemma":[0.493046,0.003840567,0.0003524405,0.0002658898,0.00426226,0.00007437218,0.00001429303,0.00004069165,0.4981035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5597335,"threshold_uncertainty_score":0.9932144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392595416","doi":"10.18192/aporia.v16i1.6947","title":"Can mental health practice benefit from procedural justice theory? A critical analysis on the opportunities and pitfalls of procedural justice to address coercion and human rights issues in psychiatry","year":2024,"lang":"en","type":"article","venue":"Aporia","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Coercion (linguistics); Procedural justice; Mental health; Economic Justice; Human rights; Psychology; Criminology; Political science; Psychiatry; Law","authors":[{"name":"Clara Lessard‐Deschênes","is_ca":true},{"name":"Pierre Pariseau‐Legault","is_ca":true},{"name":"Marie‐Hélène Goulet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0545165488243475,"gpt":0.4332784274300439,"spread":0.3787618786056963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234456,0.0002334543,0.0004256852,0.0003428832,0.0003762309,0.0001096916,0.0001827924,0.0001456313,0.0001647528],"category_scores_gemma":[0.0005083392,0.0001601788,0.00005886587,0.0004628681,0.0001959277,0.0001198998,0.00005967676,0.0004159419,0.00001060777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006331386,"about_ca_system_score_gemma":0.0001631735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007528745,"about_ca_topic_score_gemma":0.005368794,"domain_scores_codex":[0.9975667,0.000517057,0.0005754262,0.0005825456,0.0003617287,0.0003965468],"domain_scores_gemma":[0.9970694,0.002100149,0.0001207941,0.0003321667,0.0001171089,0.0002603871],"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":[0.0007060565,0.0004199306,0.0002319953,0.0006604973,0.0005524724,0.0002677187,0.04809902,0.000004872411,0.00003835688,0.9309682,0.01359187,0.004459062],"study_design_scores_gemma":[0.003176242,0.005465604,0.1480227,0.008262898,0.007889859,0.001055791,0.4911525,0.000819625,0.00009116346,0.2637908,0.0680722,0.00220057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8470317,0.002073846,0.00001634061,0.1473677,0.001437108,0.00053016,0.0002938177,0.00005040132,0.001198996],"genre_scores_gemma":[0.9940803,0.0000938211,0.0003814429,0.004682763,0.0003482573,0.000051027,0.0000514591,0.00002412859,0.0002867776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6671773,"threshold_uncertainty_score":0.9990802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241106061","doi":"10.18192/aporia.v1i1.3062","title":"","year":2009,"lang":"fr","type":"article","venue":"Aporia","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Scholarship; Action (physics); Political science; Engineering ethics; Sociology; Public relations; Engineering; Law","authors":[{"name":"Gavin J. Andrews","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05636486797723533,"gpt":0.3275269604641824,"spread":0.2711620924869471,"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":[0.0009041016,0.0004366788,0.000457688,0.00006007942,0.0005420728,0.0001317257,0.0004726632,0.0003587616,0.009312077],"category_scores_gemma":[0.0001714053,0.0004666583,0.000155936,0.0006666986,0.0003304057,0.001321788,0.0001393064,0.0004476523,0.004488509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007753548,"about_ca_system_score_gemma":0.00003594715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005168176,"about_ca_topic_score_gemma":0.001265181,"domain_scores_codex":[0.9956692,0.0001580757,0.0006744706,0.0007359314,0.0006330941,0.002129252],"domain_scores_gemma":[0.9974288,0.0001479444,0.0002487306,0.0006954881,0.00001601907,0.001463037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001832353,0.001184798,0.06758779,0.00008955955,0.0000103205,0.0003961706,0.01142612,0.0002153311,0.02441953,0.009039526,0.1742335,0.7112141],"study_design_scores_gemma":[0.00125812,0.00166029,0.7993996,0.0002718388,0.00005387911,0.0001220889,0.0004894524,0.0003587583,0.00202294,0.04219462,0.1516217,0.0005467315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6922827,0.007347961,0.00007129928,0.2897359,0.003741253,0.0004966166,0.00004331209,0.00007645179,0.006204483],"genre_scores_gemma":[0.947549,0.00704967,0.001414662,0.03732812,0.002017908,0.000009078659,0.00002230764,0.00002364336,0.004585553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7318118,"threshold_uncertainty_score":0.9997785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774575751","doi":"","title":"Geographies of Primary Health Care","year":2010,"lang":"en","type":"article","venue":"Aporia","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Primary care; Primary health care; Geography; Political science; Medicine; Environmental health; Population; Family medicine","authors":[{"name":"Gavin J. Andrews","is_ca":false},{"name":"Valorie A. Crooks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02894281011709773,"gpt":0.419220528468473,"spread":0.3902777183513753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005017327,0.00009180894,0.0003051642,0.00007953825,0.0003005426,0.00000109029,0.0001488942,0.0002258788,0.0002907496],"category_scores_gemma":[0.0001299699,0.00007449242,0.00006676268,0.0002179802,0.00009906945,0.00003864012,0.0000703077,0.0008473215,0.000107238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004740216,"about_ca_system_score_gemma":0.0009493947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765667,"about_ca_topic_score_gemma":0.002040666,"domain_scores_codex":[0.9984784,0.0001494136,0.0004770998,0.0001680109,0.0002610075,0.000466138],"domain_scores_gemma":[0.9988046,0.0001400218,0.0002159774,0.0003335544,0.0001865896,0.0003192985],"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":[0.00004527856,0.00007634913,0.04834233,0.002096421,0.00002323384,0.000007679383,0.009064973,3.047829e-8,0.0005379573,0.02724783,0.8126108,0.09994709],"study_design_scores_gemma":[0.0004590008,0.0001132916,0.1472569,0.00009137065,0.000005607784,0.000001005567,0.00181426,1.660113e-7,0.00002292951,0.001429582,0.8487349,0.0000709922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6712202,0.003494816,0.00003094362,0.01823487,0.01386451,0.001263147,0.00008616368,0.000219176,0.2915862],"genre_scores_gemma":[0.9807318,0.0005844768,0.002315888,0.0130016,0.001659975,0.0000581877,0.00009452959,0.00002247117,0.001531056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3095116,"threshold_uncertainty_score":0.5692586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992540243","doi":"10.18192/aporia.v11i2.4594","title":"What’s real is immaterial: What are we doing with new materialism?","year":2020,"lang":"en","type":"article","venue":"Aporia","topic":"Empathy and Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Auckland University of Technology, New Zealand","keywords":"Materialism; Ontology; Epistemology; Enlightenment; Idealism; Hubris; Philosophy; Sociology","authors":[{"name":"David Nicholls","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03453470815190556,"gpt":0.2998112459158268,"spread":0.2652765377639212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008616914,0.0001375641,0.0002688215,0.00002425633,0.00004136108,0.0001936207,0.00007232571,0.0001036108,0.001352874],"category_scores_gemma":[0.00003645678,0.0001021247,0.00003742467,0.0001243685,0.00003724477,0.0006209697,0.00002613656,0.0001089926,0.0001647409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003171697,"about_ca_system_score_gemma":0.000243861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001801722,"about_ca_topic_score_gemma":0.000007797227,"domain_scores_codex":[0.9990415,0.00001925628,0.0002118406,0.000264464,0.0002512826,0.0002116872],"domain_scores_gemma":[0.9991755,0.00001622958,0.0001043759,0.0002075493,0.00004632751,0.0004500281],"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":[0.004021601,0.0002936882,0.001929603,0.001397037,0.0002802352,0.0004285544,0.5084335,0.00000131112,0.06890627,0.0008017702,0.3360087,0.07749774],"study_design_scores_gemma":[0.005764747,0.001190415,0.007438612,0.003874191,0.0003616678,0.0001435741,0.1537671,0.000022113,0.1193402,0.0006851847,0.7068542,0.0005579504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8691877,0.0005999504,0.00002901938,0.122891,0.006526412,0.0002675492,0.000002943834,0.0001184948,0.0003769295],"genre_scores_gemma":[0.9581953,0.01132341,0.001094449,0.01954578,0.007293032,0.00002396871,0.0001380052,0.00006122253,0.002324801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3708455,"threshold_uncertainty_score":0.99956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244221120","doi":"10.18192/aporia.v8i2.2789","title":"","year":2016,"lang":"fr","type":"article","venue":"Aporia","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CLARITY; Scope (computer science); Health care; Scope of practice; Process (computing); Nursing; Psychology; Medicine; Political science; Computer science","authors":[{"name":"Annie Rioux‐Dubois","is_ca":false},{"name":"Amélie Perron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03261611056051257,"gpt":0.4442060119146594,"spread":0.4115899013541469,"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":[0.002394511,0.000460924,0.0004974105,0.0002163733,0.001621001,0.00002135184,0.0004684251,0.001206262,0.01505478],"category_scores_gemma":[0.00280221,0.0003082212,0.0001703331,0.0008962274,0.0003957758,0.001591657,0.0002356257,0.0008870075,0.007845834],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264208,"about_ca_system_score_gemma":0.006179039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001742142,"about_ca_topic_score_gemma":0.002466027,"domain_scores_codex":[0.991698,0.00381284,0.001563238,0.0007920288,0.0006480237,0.001485857],"domain_scores_gemma":[0.9925376,0.003360725,0.0007813465,0.0008996764,0.001678696,0.0007419846],"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":[0.0009487678,0.0005357503,0.09305426,0.0002352175,0.00008037795,0.00001464111,0.01828294,4.801576e-7,0.009096039,0.5458911,0.2581771,0.07368331],"study_design_scores_gemma":[0.004368137,0.0003501394,0.299598,0.006169037,0.00008946277,0.00001085223,0.01866281,0.00002199812,0.001002555,0.07260389,0.5964648,0.0006583427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4364321,0.002103802,0.003907709,0.482708,0.07080407,0.0009620388,0.0001241038,0.0001169402,0.002841212],"genre_scores_gemma":[0.6641216,0.0004428718,0.001634788,0.01221706,0.005398598,0.000351025,0.00002279357,0.00005544887,0.3157559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4732873,"threshold_uncertainty_score":0.999937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2562707459","doi":"","title":"Theory and Practice: Examining PHAC's STI Assessment Guidelines Using Sexual Script Theory","year":2010,"lang":"en","type":"article","venue":"Aporia","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychology; Social psychology","authors":[{"name":"Jessica Watts","is_ca":false},{"name":"Patrick O’Byrne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1481057983257639,"gpt":0.5005091927050267,"spread":0.3524033943792628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01409605,0.0001079382,0.0001244497,0.00004777837,0.001274612,0.0002574141,0.0001646987,0.0001898015,0.001732999],"category_scores_gemma":[0.02202838,0.0001061171,0.00001823851,0.0003123149,0.0003059034,0.0006427011,0.00004913894,0.0004886286,0.00003328408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004976677,"about_ca_system_score_gemma":0.0006640911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000797304,"about_ca_topic_score_gemma":0.0002031594,"domain_scores_codex":[0.997061,0.001845931,0.0002350262,0.0002419492,0.0003617624,0.0002542983],"domain_scores_gemma":[0.9935719,0.005494801,0.0002423893,0.0001843431,0.0003562238,0.0001503763],"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":[0.0000499043,0.00005123078,0.00161687,0.000003359918,0.00003731113,0.000003428002,0.01516841,6.654064e-7,0.003255838,0.9315247,0.008212951,0.04007532],"study_design_scores_gemma":[0.0002237834,0.00002480316,0.002716628,0.000005973591,0.0001031616,0.00001085936,0.1698356,0.00001786606,0.00002523068,0.04403391,0.7828052,0.0001970185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5797773,0.0005251452,0.004677581,0.04080431,0.01528831,0.0005478371,0.00000573072,0.0002363806,0.3581374],"genre_scores_gemma":[0.9528326,0.00006136303,0.03018129,0.004975052,0.003156138,0.00001349966,0.000004979815,0.00002445686,0.008750607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8874908,"threshold_uncertainty_score":0.9991795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245076347","doi":"10.18192/aporia.v1i4.3017","title":"","year":2009,"lang":"fr","type":"article","venue":"Aporia","topic":"Political Theology and Sovereignty","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Normative; Nazism; Psychoanalysis; Sociology; Vulnerability (computing); State of exception; Biopower; Philosophy; Nursing; Psychology; Epistemology; Medicine; Law; Political science; Politics","authors":[{"name":"Thomas Foth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02789437758554041,"gpt":0.3413327239729831,"spread":0.3134383463874427,"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":[0.001836011,0.0002901471,0.0004560634,0.00004521776,0.001089865,0.00006406267,0.0006140697,0.000783884,0.001181934],"category_scores_gemma":[0.0009698968,0.0003134482,0.0002681722,0.0006165388,0.002800521,0.0008403671,0.00004458614,0.0005707702,0.0004716019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273952,"about_ca_system_score_gemma":0.0002864975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234127,"about_ca_topic_score_gemma":0.00005438591,"domain_scores_codex":[0.9954807,0.001255154,0.0004722199,0.0005089184,0.00045569,0.001827356],"domain_scores_gemma":[0.9977602,0.0007611017,0.0001279808,0.0004020318,0.0001103111,0.0008383692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005517579,0.0003509641,0.0005985695,0.000004907483,0.00003537038,0.00009495965,0.004130941,0.000004585131,0.00001320061,0.9617094,0.0005720584,0.03242986],"study_design_scores_gemma":[0.0005709428,0.0003851162,0.04061827,0.00003837218,0.00007078655,0.00001213733,0.001506583,0.00002775832,0.0001303807,0.890597,0.06570469,0.0003379857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4468045,0.005088759,0.0002129585,0.08701452,0.005767641,0.0001949787,0.0000135036,0.0001149865,0.4547882],"genre_scores_gemma":[0.953558,0.0007246083,0.0004624198,0.01862991,0.003793792,0.000003948025,0.000003812506,0.000007830107,0.02281573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5067534,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2730941556","doi":"","title":"Modélisation de la pratique infirmière comme système complexe : une analyse des conceptions de théoriciennes en sciences infirmières","year":2012,"lang":"fr","type":"article","venue":"Aporia","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Lauralie Richard","is_ca":false},{"name":"Sylvie Gendron","is_ca":false},{"name":"Chantal Cara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09808695127713087,"gpt":0.4579660823378008,"spread":0.35987913106067,"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":[0.01322065,0.0003236208,0.0005649893,0.0001666592,0.002596752,0.00006207163,0.0003746849,0.001302214,0.0005418326],"category_scores_gemma":[0.003008174,0.0002945288,0.0001547239,0.001398172,0.001871883,0.0008722289,0.0001341581,0.002066082,0.0001930668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150008,"about_ca_system_score_gemma":0.004521973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03632465,"about_ca_topic_score_gemma":0.003154315,"domain_scores_codex":[0.9886128,0.008071925,0.0009120925,0.0003366769,0.0004224357,0.001644127],"domain_scores_gemma":[0.9904118,0.007667101,0.0004424309,0.0003874071,0.0002782224,0.0008130108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001269207,0.0003160536,0.4169848,0.0008252282,0.00007281649,0.000005006116,0.3214371,0.0006318735,0.0003549198,0.2353515,0.02192109,0.002086974],"study_design_scores_gemma":[0.001295256,0.0003228015,0.5932388,0.001241922,0.0003253951,0.0000632529,0.2685236,0.01505481,0.00005689198,0.03481864,0.0845314,0.0005272098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486943,0.004832241,0.01219055,0.02196217,0.001974128,0.0009008936,0.00007212693,0.0001534958,0.009220029],"genre_scores_gemma":[0.980965,0.001361299,0.008825598,0.004805601,0.002924226,0.000126287,0.0000477543,0.00003644692,0.0009077421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005329,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736855841","doi":"","title":"Rawlinson’s Three Axes of Structural Analysis: A Useful Framework for a Foucauldian Discourse Analysis","year":2013,"lang":"en","type":"article","venue":"Aporia","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Discourse analysis; Linguistics; Epistemology; Sociology; Philosophy","authors":[{"name":"Penny Powers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03698633074288891,"gpt":0.2963117795540826,"spread":0.2593254488111936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001272865,0.0001518869,0.0003995915,0.0003653615,0.0002208428,0.0001552082,0.0002190483,0.00007214423,0.003852525],"category_scores_gemma":[0.00008096463,0.0001214147,0.0004449155,0.0003325928,0.0001400838,0.0003810716,0.00002328002,0.00009891755,0.00003524998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002619461,"about_ca_system_score_gemma":0.00003354685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149948,"about_ca_topic_score_gemma":0.003897405,"domain_scores_codex":[0.9989907,0.00002809657,0.0003605798,0.0002316911,0.0001662652,0.0002226546],"domain_scores_gemma":[0.998883,0.0001978231,0.0002543181,0.0004102798,0.0001800661,0.00007450174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000204014,0.0000618282,0.02040435,0.00003430594,0.004838485,2.417204e-7,0.02944273,0.00008887536,0.00001012094,0.9417804,0.001440839,0.001877429],"study_design_scores_gemma":[0.0001803861,0.00006424815,0.05856339,0.0000167913,0.005508155,1.744389e-7,0.003801154,0.002917048,0.00004353819,0.9269087,0.001758194,0.0002382569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860233,0.0002797706,0.007384289,0.00282201,0.001017982,0.000436947,0.0001644586,0.00004828125,0.001822947],"genre_scores_gemma":[0.9952741,0.000004853367,0.002883481,0.000120033,0.0009752265,0.0001442052,0.0001535041,0.00001287984,0.0004316615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03815903,"threshold_uncertainty_score":0.9970581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124799152","doi":"10.18192/aporia.v13i1.5276","title":"Consensual Non-Monogamous Parenting Couples’ Perceptions of Healthcare Providers during the Transition to Parenthood","year":2021,"lang":"en","type":"article","venue":"Aporia","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Empowerment; Perception; Psychology; Health care; Nursing; Conciliation; Economic Justice; Developmental psychology; Medicine; Sociology; Political science","authors":[{"name":"Jacqueline Avanthay Strus","is_ca":false},{"name":"Viola Polomeno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02979413539459896,"gpt":0.3316862082162479,"spread":0.301892072821649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004350355,0.00006902565,0.0001188237,0.00003539578,0.0008222001,0.00005249247,0.00009941754,0.00006954847,0.0002217661],"category_scores_gemma":[0.0004182354,0.00006226602,0.00005881164,0.0003451745,0.00008832149,0.00008948903,0.00002126933,0.0001334598,0.00002288622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005843104,"about_ca_system_score_gemma":0.0003376993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637265,"about_ca_topic_score_gemma":0.011476,"domain_scores_codex":[0.9988228,0.0002493802,0.0002381282,0.0001768079,0.0002851864,0.0002276799],"domain_scores_gemma":[0.9992384,0.0002180167,0.00007123144,0.0001617533,0.0002011026,0.0001095091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001084486,0.0003284988,0.1145229,0.0003122958,0.0001282327,0.00007809564,0.8132211,0.000561288,0.02287265,0.03239061,0.002963762,0.01251217],"study_design_scores_gemma":[0.0008497247,0.0001092932,0.2376998,0.0001825882,0.0001015941,0.00001465517,0.7440432,0.0002717397,0.001465709,0.003014722,0.01181148,0.0004354077],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856076,0.00007403161,0.00046433,0.01071481,0.0004063842,0.0003230091,0.00002167205,0.00003302458,0.002355136],"genre_scores_gemma":[0.998786,0.00004010595,0.000193569,0.000181554,0.0002397106,0.00002600267,0.00002238998,0.000007294779,0.0005033927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123177,"threshold_uncertainty_score":0.6403877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944096992","doi":"","title":"Exploring the Potential Contribution of Actor-Network Theory in Nursing Using the Integration of Nurse Practitioners as an Exemplar","year":2016,"lang":"en","type":"article","venue":"Aporia","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; Medicine","authors":[{"name":"Annie Rioux-Dubois","is_ca":false},{"name":"Amélie Perron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05730544422004039,"gpt":0.3493627240562552,"spread":0.2920572798362149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002166954,0.0001352146,0.0001763984,0.00009918024,0.0002831697,0.00004112456,0.0002063528,0.00007997279,0.00003549248],"category_scores_gemma":[0.0007766099,0.00007825392,0.00006765377,0.0003392746,0.0003197567,0.001296369,0.000003540417,0.0002236986,0.000004282108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624625,"about_ca_system_score_gemma":0.0001022311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002779741,"about_ca_topic_score_gemma":0.00005139639,"domain_scores_codex":[0.9977496,0.001074784,0.0003968087,0.0002045983,0.0003005821,0.0002735778],"domain_scores_gemma":[0.9979428,0.0009183459,0.000497894,0.000390221,0.0002099483,0.00004077176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006407837,0.001171786,0.003766093,0.00003993565,0.0001126825,0.000003204556,0.1067017,0.0007529125,0.5084776,0.223059,0.0008834932,0.1486237],"study_design_scores_gemma":[0.004156352,0.001002694,0.121846,0.00525434,0.001075628,0.0001662925,0.2281692,0.001183843,0.2783434,0.3557559,0.002151411,0.000894889],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789826,0.0001258492,0.006692407,0.008306931,0.00526937,0.0003433081,0.000003021087,0.00002690171,0.0002496439],"genre_scores_gemma":[0.9986249,0.00001725629,0.0003427368,0.00008147131,0.0008557058,0.00001571912,0.000015117,0.00002245995,0.00002462194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2301342,"threshold_uncertainty_score":0.3191102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804686582","doi":"","title":"Biopolitical Spaces, Vanished Death, & the Power of Vulnerablility in Nursing","year":2009,"lang":"en","type":"article","venue":"Aporia","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Biopower; Power (physics); Nursing; Political science; Sociology; Medicine; Politics; Law","authors":[{"name":"Thomas Foth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02396857317198131,"gpt":0.3788468968988772,"spread":0.3548783237268959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006685064,0.00009586731,0.000188291,0.00004470021,0.00006133537,0.000008637655,0.0001972899,0.0001394774,0.001566669],"category_scores_gemma":[0.0004013263,0.00006578617,0.00006228169,0.0002369587,0.0001595356,0.00007910591,0.000007113889,0.0004219105,0.0001101245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005767872,"about_ca_system_score_gemma":0.00004068071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002060708,"about_ca_topic_score_gemma":0.000009332536,"domain_scores_codex":[0.9987021,0.0002746083,0.0003034823,0.0002265498,0.0001914524,0.0003017722],"domain_scores_gemma":[0.9990164,0.0003781464,0.00008580015,0.0003743206,0.00002655166,0.0001187684],"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":[0.0002493011,0.00122936,0.00270726,0.000004520712,0.00001543291,0.00002386944,0.003288953,3.007715e-7,0.0001872223,0.9573324,0.02392719,0.01103419],"study_design_scores_gemma":[0.002050812,0.0008880376,0.3103918,0.00009596883,0.00008461072,0.0000480751,0.002882993,0.00001275969,0.000127689,0.2984482,0.3846201,0.0003489861],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3182539,0.000932485,0.000300791,0.0148571,0.003899908,0.0001809206,0.000003107254,0.00003581369,0.661536],"genre_scores_gemma":[0.9976885,0.000003987575,0.0002215324,0.000952101,0.0002317458,0.000003278814,0.000001768901,0.000005241091,0.0008918092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6794347,"threshold_uncertainty_score":0.999346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2731108947","doi":"10.18192/aporia.v1i2.3041","title":"Prison Nursing: The Knowledge/Power Connection","year":2009,"lang":"en","type":"article","venue":"Aporia","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Prison; Power (physics); Nursing; Affect (linguistics); Clinical Practice; Psychology; Sociology; Medicine; Criminology","authors":[{"name":"ELIZABETH CLARE","is_ca":false},{"name":"Louise Walsh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03861768448002672,"gpt":0.4095271655695495,"spread":0.3709094810895228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006498405,0.00004160917,0.00004632015,0.00001661279,0.001078616,0.00007750557,0.0001175359,0.00006203006,0.00115331],"category_scores_gemma":[0.0006236156,0.00003325416,0.0000306443,0.0004464783,0.00009293151,0.0001437557,0.000002289117,0.0001110451,0.0005862906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008949843,"about_ca_system_score_gemma":0.0001638122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008881876,"about_ca_topic_score_gemma":0.0000810755,"domain_scores_codex":[0.9993302,0.0002356981,0.00007628249,0.00008945825,0.0001289375,0.0001394502],"domain_scores_gemma":[0.9994081,0.0003070795,0.00005841048,0.00009908815,0.0000802869,0.00004705454],"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":[0.00000841919,0.0001232186,0.0001397998,1.994399e-7,0.000003712182,1.367102e-7,0.06937458,1.133053e-7,0.00002770278,0.6674384,0.2040897,0.05879397],"study_design_scores_gemma":[0.00005943782,0.00002091433,0.008831886,0.000003233748,0.000008776959,3.266296e-7,0.02084531,0.000001144361,0.00002389865,0.02681949,0.9433362,0.00004935234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01390455,0.0002580575,0.00009044025,0.1252536,0.003922463,0.0001398158,1.294366e-7,0.00007711555,0.8563538],"genre_scores_gemma":[0.9758567,0.00002750771,0.00005325466,0.0007857772,0.0008721537,0.000003909228,9.508236e-7,0.000002968246,0.02239675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9619521,"threshold_uncertainty_score":0.9997598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2734451331","doi":"","title":"Tensions within Identity: Notes on How Criminalized Women Negotiate Identity through Addiction","year":2011,"lang":"en","type":"article","venue":"Aporia","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Identity (music); Negotiation; Identity negotiation; Addiction; Criminology; Political science; Psychology; Gender studies; Sociology; Law; Psychiatry","authors":[{"name":"Jennifer M. Kilty","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1410227192372421,"gpt":0.344354370682007,"spread":0.2033316514447649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000973054,0.000150081,0.0002172987,0.00006926314,0.0006073114,0.0001275854,0.0003009239,0.0001578017,0.000744189],"category_scores_gemma":[0.0009671866,0.0001365931,0.00009162995,0.0003128299,0.0002249378,0.00123953,0.00005939415,0.0001868037,0.0003619798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272663,"about_ca_system_score_gemma":0.000180252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005350935,"about_ca_topic_score_gemma":0.004290712,"domain_scores_codex":[0.9981901,0.0001987025,0.0001992663,0.0003174904,0.0006242513,0.0004701956],"domain_scores_gemma":[0.9990837,0.0001160881,0.0001697157,0.0002817193,0.0001320724,0.0002167282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001270668,0.0002390024,0.002660593,0.00001696171,0.00009527316,0.0000391025,0.8253124,7.273155e-7,0.0008483201,0.1590597,0.01030378,0.001297038],"study_design_scores_gemma":[0.003290624,0.0005387866,0.05863329,0.0001318628,0.0003869577,0.000008509488,0.4901858,0.00001302872,0.004626203,0.3462133,0.09491136,0.001060294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465299,0.00008489899,0.0006947374,0.0007169749,0.006020368,0.0003124585,0.00001101113,0.0002204348,0.04540928],"genre_scores_gemma":[0.9944286,0.0002270218,0.0006599107,0.0006273597,0.000605672,0.00003924044,0.00000899609,0.00001689125,0.003386252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3351266,"threshold_uncertainty_score":0.8148347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801579355","doi":"","title":"Recruter des minorités sexuelles qui consomment des drogues : survol critique des défis méthodologiques à partir d’une recension des écrits et d’une étude qualitative auprès d’hommes gais et bisexuels","year":2014,"lang":"fr","type":"article","venue":"Aporia","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Jorge Flores-Aranda","is_ca":false},{"name":"Karine Bertrand","is_ca":false},{"name":"Élise Roy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1884334771888183,"gpt":0.4492020451544746,"spread":0.2607685679656564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01486971,0.001708204,0.002459019,0.0005406731,0.001083015,0.0003802502,0.0007470736,0.001233291,0.0004732122],"category_scores_gemma":[0.01793905,0.001591764,0.0004771895,0.001462301,0.006464099,0.001696088,0.0005720115,0.001546241,0.0005308098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008215313,"about_ca_system_score_gemma":0.0005328101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02978214,"about_ca_topic_score_gemma":0.03938361,"domain_scores_codex":[0.9742664,0.01773066,0.002296645,0.001942522,0.001108072,0.002655769],"domain_scores_gemma":[0.9771399,0.0172501,0.0007307999,0.001500935,0.00205557,0.001322714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001480489,0.002889346,0.09389388,0.005688034,0.00137401,0.0004606035,0.6045555,0.00003662088,0.02537751,0.02481554,0.02856427,0.2108641],"study_design_scores_gemma":[0.005886829,0.006790149,0.05342281,0.01510778,0.001783261,0.0004547816,0.5565807,0.0003324292,0.07840281,0.2444908,0.03368655,0.003061122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9220891,0.04055635,0.01299155,0.01549578,0.00252354,0.001735297,0.0004352415,0.0007308103,0.003442308],"genre_scores_gemma":[0.8149313,0.044988,0.128565,0.003686822,0.001332307,0.0004218067,0.0005340755,0.000357472,0.005183244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196752,"threshold_uncertainty_score":0.9995664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387425726","doi":"10.18192/aporia.v15i2.6785","title":"L’idée des capabilités de Sen pour concevoir l’agir complexe de la pratique infirmière","year":2023,"lang":"fr","type":"article","venue":"Aporia","topic":"Public Health and Social Inequalities","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Jérôme Leclerc-Loiselle","is_ca":true},{"name":"Sylvie Gendron","is_ca":true},{"name":"Serge Daneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08422905156638459,"gpt":0.4324457281222152,"spread":0.3482166765558306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006632881,0.0002347007,0.0004051579,0.00008016427,0.001081451,0.0002089437,0.0004068495,0.0006573553,0.0007343142],"category_scores_gemma":[0.003662077,0.0002631279,0.0001475466,0.00104688,0.002125305,0.0004280409,0.00009465799,0.0005422955,0.0004746644],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009938491,"about_ca_system_score_gemma":0.005875112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07042756,"about_ca_topic_score_gemma":0.00961697,"domain_scores_codex":[0.9940593,0.003236919,0.0005018885,0.0003257616,0.0004186615,0.001457504],"domain_scores_gemma":[0.9953735,0.00325812,0.0001687335,0.0002319765,0.0002331088,0.0007345426],"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":[0.000008240407,0.00006283936,0.02594376,0.0002041831,0.00003501282,0.00003865096,0.1346835,0.00001766415,0.00007729902,0.7782388,0.05561645,0.005073589],"study_design_scores_gemma":[0.0002973127,0.00004303231,0.01652529,0.00006706373,0.00001803995,0.000005056093,0.06617728,0.0003206459,0.00003159584,0.263469,0.6527989,0.0002467985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7964518,0.001114164,0.000143674,0.06748991,0.002116596,0.0003776071,0.0001273444,0.0003668126,0.1318121],"genre_scores_gemma":[0.9218379,0.001379856,0.001096845,0.002492516,0.003743199,0.0001015616,0.00003615085,0.00004205662,0.06926992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5971825,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772178170","doi":"","title":"La formation professionnelle en santé d'étudiantes issues des communautés d'immigrants francophones s'intégrant à la minorité francophone nationale au Canada","year":2010,"lang":"fr","type":"article","venue":"Aporia","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; French; Political science; INT; Humanities; Art; Law; Computer science","authors":[{"name":"Hélène Laperrière","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0149419989669769,"gpt":0.3464040730422983,"spread":0.3314620740753214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003957724,0.000783841,0.001040286,0.0002313667,0.003407669,0.00006265692,0.0008972483,0.00174934,0.005941795],"category_scores_gemma":[0.002183337,0.0007600466,0.0001870697,0.001347594,0.0006865558,0.0009592255,0.0003847957,0.00443333,0.001165907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178992,"about_ca_system_score_gemma":0.005458729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9096531,"about_ca_topic_score_gemma":0.9855947,"domain_scores_codex":[0.9900417,0.004438074,0.001817519,0.0006711486,0.001122494,0.001909044],"domain_scores_gemma":[0.9890973,0.007555158,0.0007913418,0.001021098,0.0007930902,0.0007420392],"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":[0.0003981463,0.0009446277,0.08792914,0.007199044,0.0001915101,0.0002166911,0.1811918,0.00003775067,0.001827658,0.008600764,0.618847,0.09261589],"study_design_scores_gemma":[0.002553537,0.0001108483,0.2307253,0.005533253,0.00006644869,0.00008704043,0.08939602,0.0006485644,0.0007403535,0.004260238,0.6650445,0.0008337773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096404,0.02120713,0.0001569517,0.01322979,0.03981996,0.002021289,0.0005537434,0.0002143674,0.01315631],"genre_scores_gemma":[0.9702015,0.004539795,0.004704258,0.0009141444,0.004089026,0.0003419154,0.000303618,0.0001308503,0.01477488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427962,"threshold_uncertainty_score":0.9996118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2731445504","doi":"","title":"Soft Targets: Nurses and the Pharmaceutical Industry","year":2009,"lang":"en","type":"article","venue":"Aporia","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Pharmaceutical industry; Business; Medicine","authors":[{"name":"David B Menkes","is_ca":false},{"name":"Annemarie Jutel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01216544730550216,"gpt":0.3053697889753272,"spread":0.293204341669825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001022701,0.00005608399,0.0001078094,0.00001973794,0.00005955048,0.000003865064,0.00004001071,0.001805746,0.0001403221],"category_scores_gemma":[0.00006777537,0.00003004711,0.00002424469,0.00006973068,0.0002581428,0.00001680799,0.00001073656,0.0024201,0.00002456146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000407421,"about_ca_system_score_gemma":0.0000160591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002380269,"about_ca_topic_score_gemma":1.365071e-7,"domain_scores_codex":[0.9996514,0.00001389829,0.00007831032,0.00009163888,0.00005238687,0.0001123382],"domain_scores_gemma":[0.9997743,0.00003906502,0.00001593366,0.0001124513,0.00001188006,0.00004633458],"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":[0.00238176,0.0004594193,0.007108933,0.00003823929,0.0004627457,0.0003701666,0.001477156,0.000001057328,0.008080896,0.5236101,0.1316833,0.3243262],"study_design_scores_gemma":[0.01291392,0.0004514858,0.02767633,0.0001085563,0.0005957967,0.001017701,0.000553147,0.000539758,0.02309257,0.02420399,0.9085838,0.0002629201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3669496,0.008378086,0.0001220023,0.5895917,0.001019683,0.0003879479,0.000001238939,0.0002343001,0.03331539],"genre_scores_gemma":[0.9900556,0.0004418919,0.00008882665,0.007700354,0.000147322,0.000001866275,0.000001542868,0.000003050709,0.001559519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7769005,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209852964","doi":"","title":"“Deepfakes” and the End of the Photographic Age","year":2021,"lang":"en","type":"article","venue":"Aporia","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"History; Geography; Computer science; Visual arts; Art","authors":[{"name":"Patrick Pan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01870076060882773,"gpt":0.2152832037121626,"spread":0.1965824431033349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001240138,0.00006561526,0.0001057344,0.00001328082,0.0002372813,0.0000636864,0.0001050163,0.00002456883,0.0005955859],"category_scores_gemma":[0.00002011476,0.00002987348,0.0001252204,0.0000704539,0.0007680549,0.00004264804,0.00004396939,0.000105032,0.000001920669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000107012,"about_ca_system_score_gemma":0.00001147343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002705744,"about_ca_topic_score_gemma":0.001413573,"domain_scores_codex":[0.99955,0.00006706137,0.0001028321,0.00009117045,0.0001047075,0.00008420229],"domain_scores_gemma":[0.9996387,0.00005947908,0.0000513792,0.0001852497,0.00004874923,0.00001639261],"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":[0.00002340124,0.00003096148,0.0003149209,0.00001949503,0.00006058874,0.000004044215,0.02930814,4.751021e-8,0.002631595,0.9645253,0.00280346,0.0002780847],"study_design_scores_gemma":[0.001544515,0.00003983445,0.005971126,0.00005824882,0.0001398546,0.00001192401,0.01125571,0.000009055265,0.01501703,0.07069101,0.8950856,0.0001760982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191969,0.001349321,7.420294e-7,0.0005708764,0.0007479535,0.0001459847,0.00002752935,0.00001708706,0.07794362],"genre_scores_gemma":[0.9972861,0.00008579208,0.000003492577,0.0005050348,0.0001841358,0.000008794075,0.00000428908,0.00000456204,0.001917808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8938342,"threshold_uncertainty_score":0.6521248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082962901","doi":"10.18192/aporia.v12i1.4835","title":"Santé communautaire : un paradigme pour penser et agir autrement en santé","year":2020,"lang":"fr","type":"article","venue":"Aporia","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Julie Massé","is_ca":false},{"name":"Annie-Claude Harvey","is_ca":false},{"name":"Marie-Savane Goyette","is_ca":false},{"name":"Gaudens Acakpo","is_ca":false},{"name":"Bernard Roy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1901186788947377,"gpt":0.4326216009377319,"spread":0.2425029220429942,"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":[0.001979477,0.0005529146,0.0007094308,0.00007244747,0.0009568341,0.00003071814,0.0005547384,0.000556119,0.01586592],"category_scores_gemma":[0.0001501989,0.000546869,0.0002045428,0.0003480212,0.0001066985,0.0002663569,0.0005263396,0.001882233,0.01006079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006362817,"about_ca_system_score_gemma":0.0009853631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403501,"about_ca_topic_score_gemma":0.0004128753,"domain_scores_codex":[0.9915634,0.004024976,0.001509199,0.0006717361,0.0007144847,0.001516194],"domain_scores_gemma":[0.9958246,0.001380675,0.0005794311,0.0007349562,0.0001278015,0.001352526],"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":[0.0007428854,0.001757099,0.09997145,0.008673348,0.0002897322,0.000205457,0.103303,0.00002724363,0.0002162007,0.04553723,0.6820862,0.05719019],"study_design_scores_gemma":[0.005459361,0.001547626,0.04131475,0.002906524,0.0001979212,0.000007156889,0.01737744,0.001932007,0.0003447519,0.007088693,0.9209477,0.0008761098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5911571,0.01855953,0.0007319574,0.3215729,0.01607496,0.005714639,0.0009503772,0.000383864,0.04485467],"genre_scores_gemma":[0.9080113,0.003404824,0.002538723,0.07696863,0.002228893,0.0002053204,0.0009227806,0.0001047656,0.005614738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3168542,"threshold_uncertainty_score":0.9996983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2303276708","doi":"10.18192/aporia.v3i1.3405","title":"Are There Really Two Cultures in the Health Debate? Towards a New Understanding of Autonomy","year":2017,"lang":"en","type":"article","venue":"Aporia","topic":"Ethics in medical practice","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Autonomy; Environmental ethics; Epistemology; Political science; Sociology; Philosophy; Law","authors":[{"name":"Ignaas Devisch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3164987501705395,"gpt":0.5565276148011921,"spread":0.2400288646306526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007930526,0.0001166339,0.0002880713,0.00003749345,0.001696578,0.00002994686,0.0007861259,0.0002161614,0.0002402695],"category_scores_gemma":[0.008932031,0.00007302733,0.00004544269,0.000082542,0.0001953208,0.0001985785,0.0001663825,0.002761698,0.00004669735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004072897,"about_ca_system_score_gemma":0.002165533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02015254,"about_ca_topic_score_gemma":0.01704604,"domain_scores_codex":[0.9965693,0.001858004,0.000517558,0.0002109693,0.0004480922,0.0003960868],"domain_scores_gemma":[0.9951854,0.002436173,0.001330032,0.0008329339,0.00007711616,0.0001383419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001118846,0.00009042351,0.04583382,0.0004502192,0.00004785395,0.00004945292,0.06583893,0.000002152109,0.00001801863,0.7497548,0.1341144,0.003687972],"study_design_scores_gemma":[0.001994318,0.00009663204,0.1552076,0.001326439,0.00002570698,0.00000293501,0.08293026,0.00003132292,0.00000592915,0.6904882,0.06771814,0.000172579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03529465,0.0007812731,0.00289035,0.463367,0.003117612,0.001613521,0.00001552433,0.00008648822,0.4928336],"genre_scores_gemma":[0.9867043,0.0001845748,0.001010112,0.01013235,0.0005531703,0.00002402104,0.00000346351,0.00001678667,0.001371232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9514096,"threshold_uncertainty_score":0.9996031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2253981257","doi":"","title":"Analyse critique et dimensionnelle du concept de santéisation","year":2015,"lang":"fr","type":"article","venue":"Aporia","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental science","authors":[{"name":"Hélène Poliquin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04568836883630861,"gpt":0.3619587096731537,"spread":0.3162703408368451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002103542,0.0001158227,0.0001706466,0.00001834842,0.0003599677,0.0000934495,0.0002408567,0.0001774668,0.0005941549],"category_scores_gemma":[0.001077768,0.0001179332,0.00008679125,0.0006144321,0.0005683587,0.0005319795,0.00004950426,0.0001698287,0.0002055114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341278,"about_ca_system_score_gemma":0.000882404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1543662,"about_ca_topic_score_gemma":0.02133521,"domain_scores_codex":[0.9979747,0.0006415604,0.0002026243,0.0002576391,0.0005029603,0.0004204973],"domain_scores_gemma":[0.9989461,0.0002281032,0.0001604878,0.0001299819,0.0001916845,0.0003436572],"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":[0.00001032399,0.00009809767,0.01457674,0.000004046096,0.00001880291,0.00002226913,0.135656,0.000233683,0.00008250722,0.4518185,0.3903342,0.007144795],"study_design_scores_gemma":[0.0005907821,0.0001337539,0.01587383,0.00005545036,0.00006334444,0.000003984444,0.08204992,0.001201754,0.0003196947,0.1483506,0.750977,0.0003798731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7961138,0.006445254,0.001505711,0.1169793,0.008308028,0.000223142,0.00002756284,0.00007514771,0.07032201],"genre_scores_gemma":[0.9829306,0.0006452827,0.0007237619,0.002256315,0.001676379,0.000006344071,0.000004635337,0.000008585437,0.0117481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3606428,"threshold_uncertainty_score":0.9965228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900429858","doi":"10.18192/aporia.v7i1.3486","title":"Diagnosisgate: Conflict of Interest at the Top of the Psychiatric Apparatus","year":2015,"lang":"en","type":"article","venue":"Aporia","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Harvard University","keywords":"Psychology; Psychiatry; Psychoanalysis","authors":[{"name":"Paula J. Caplan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6749502993720881,"gpt":0.5685555646928847,"spread":0.1063947346792034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009941213,0.0001508971,0.000247126,0.00003327396,0.0001704092,0.00000499007,0.000542279,0.0003782107,0.001099143],"category_scores_gemma":[0.000230325,0.00008669466,0.0001258825,0.0003595192,0.000494213,0.00004716382,0.0002332526,0.001075523,0.00009837693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000556675,"about_ca_system_score_gemma":0.0001781063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007576406,"about_ca_topic_score_gemma":0.00006450933,"domain_scores_codex":[0.9982658,0.0006273728,0.0004476628,0.0001852996,0.0001549138,0.0003189529],"domain_scores_gemma":[0.998342,0.0005748168,0.0002679182,0.0003822526,0.0001669787,0.0002660793],"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":[0.001298237,0.0007588185,0.545243,0.0002108211,0.0003579571,0.000008698546,0.002646165,0.0001510429,0.00705964,0.0438862,0.391336,0.007043429],"study_design_scores_gemma":[0.001975193,0.0001548019,0.02595583,0.00002218979,0.0002488417,0.00001368337,0.0002761634,0.0001401118,0.09038655,0.002315216,0.8783433,0.0001681688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738683,0.002971226,0.000002495831,0.01015298,0.004050458,0.0004844921,0.000108747,0.00002070602,0.008340606],"genre_scores_gemma":[0.9951918,0.0001844604,0.00001105329,0.002707322,0.0003591327,0.00003263769,0.000008467377,0.00001165979,0.001493446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5192871,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2939422990","doi":"10.18192/aporia.v11i2.4597","title":"The social reproduction of difference: Mental illness and the intensive care environment","year":2020,"lang":"en","type":"article","venue":"Aporia","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Intensive care; Psychosocial; Reproduction; Nursing; Psychology; Power (physics); Sociology; Medicine; Psychiatry; Ecology; Intensive care medicine","authors":[{"name":"Floraidh Corfee","is_ca":false},{"name":"Leonie Cox","is_ca":false},{"name":"Carol Windsor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1303889800125216,"gpt":0.3870094668398456,"spread":0.256620486827324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003315543,0.00007566979,0.0001373407,0.000005980193,0.00159728,0.000003038017,0.00008784627,0.00004672605,0.00006565481],"category_scores_gemma":[0.0000613098,0.00003895205,0.00003011458,0.00003992405,0.0002049065,0.0000183491,0.0001308499,0.0002187693,0.00002700529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006459465,"about_ca_system_score_gemma":0.00004140687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002073277,"about_ca_topic_score_gemma":0.00002416117,"domain_scores_codex":[0.9987822,0.0003319147,0.0003203134,0.0001805547,0.0001992342,0.0001857631],"domain_scores_gemma":[0.999332,0.0001712209,0.0002056886,0.0001473471,0.0000798198,0.00006394256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002225058,0.00003081466,0.03752861,0.00102618,0.00006140745,7.66852e-7,0.8792013,6.545627e-7,0.0004529392,0.0171667,0.01632091,0.04598467],"study_design_scores_gemma":[0.004408649,0.0003564509,0.02746255,0.0001281787,0.00005636709,5.176231e-7,0.8164539,0.00008618314,0.0008268798,0.001665392,0.1483861,0.0001688529],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805217,0.001153915,0.00001349677,0.01472419,0.001470877,0.001401717,0.00003427813,0.00001232532,0.0006674705],"genre_scores_gemma":[0.9958034,0.0004339172,0.000009139834,0.002908225,0.0004155786,0.0001294944,0.00006018776,0.000006476336,0.0002336186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320652,"threshold_uncertainty_score":0.9997025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241212474","doi":"10.18192/aporia.v2i1.3008","title":"","year":2010,"lang":"fr","type":"article","venue":"Aporia","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science; Sociology","authors":[{"name":"Simon Corneau","is_ca":false},{"name":"Geneviève Rail","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03966264097828419,"gpt":0.3757678618708923,"spread":0.3361052208926081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001863723,0.0007886168,0.0009617493,0.0004001866,0.0004192916,0.0001138102,0.001596759,0.003801461,0.007593544],"category_scores_gemma":[0.0005150674,0.0009218041,0.0003337703,0.0009393554,0.002353881,0.0003404209,0.0003828671,0.004156447,0.002273369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007305326,"about_ca_system_score_gemma":0.0001622895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0182712,"about_ca_topic_score_gemma":0.01348242,"domain_scores_codex":[0.9937935,0.0005909274,0.001249439,0.001698512,0.0004161259,0.002251435],"domain_scores_gemma":[0.9945821,0.0005984994,0.0004830857,0.003489313,0.0002678933,0.0005791472],"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":[0.0001122155,0.002128835,0.1769081,0.00002602876,0.0001598796,0.0006440851,0.004902127,8.180627e-8,0.05539087,0.6043885,0.01038677,0.1449525],"study_design_scores_gemma":[0.003805138,0.0007437191,0.1598191,0.00001945156,0.0003321935,0.001165077,0.002893148,0.000005461597,0.005116697,0.04935946,0.7758747,0.0008658586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8212939,0.0027067,0.00008047194,0.03945429,0.1149346,0.0006529716,0.00009095286,0.0006986175,0.0200875],"genre_scores_gemma":[0.8681359,0.00008303912,0.001925113,0.002255401,0.004891748,0.0002075941,0.00006626851,0.0001413228,0.1222936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.765488,"threshold_uncertainty_score":0.9993232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}