{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":121,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":121,"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":"453e91d0200c","filters":{"venue":"Frontiers in Sociology"}},"results":[{"id":"W3168787008","doi":"10.3389/fsoc.2021.650729","title":"Beyond a Zero-Sum Game: How Does the Impact of COVID-19 Vary by Gender?","year":2021,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; Women's College Hospital; University of Toronto","funders":"National Institute on Aging; College of Humanities and Social Sciences, United Arab Emirates University; Office of Research on Women's Health; Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; Simon Fraser University; Andrew W. Mellon Foundation; Bill and Melinda Gates Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Zero (linguistics); Gender studies; Gender equality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Sociology; Psychology; Social psychology; Medicine","authors":[{"name":"Rosemary Morgan","is_ca":false},{"name":"Peter Baker","is_ca":false},{"name":"Derek M. Griffith","is_ca":false},{"name":"Sabra L. Klein","is_ca":false},{"name":"Carmen H. Logie","is_ca":true},{"name":"Amon Ashaba Mwiine","is_ca":false},{"name":"Ayden I. Scheim","is_ca":false},{"name":"Janna R. Shapiro","is_ca":false},{"name":"Julia Smith","is_ca":true},{"name":"Clare Wenham","is_ca":false},{"name":"Alan White","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1001772232388457,"gpt":0.4300695279597237,"spread":0.329892304720878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009797388,0.0005256291,0.003517485,0.0002339025,0.0000898462,0.00000897759,0.0004382399,0.001480457,0.0001795902],"category_scores_gemma":[0.0007877992,0.00028182,0.001184729,0.0003418939,0.001126101,0.00002811467,0.0001381444,0.001515985,0.000004534923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022402,"about_ca_system_score_gemma":0.003576197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002013423,"about_ca_topic_score_gemma":0.000004313566,"domain_scores_codex":[0.995826,0.001749677,0.0007502291,0.0007614351,0.0002436054,0.0006690178],"domain_scores_gemma":[0.9973711,0.0007695651,0.0004854121,0.0009673946,0.00009604016,0.0003104537],"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":[0.00003658269,0.00010126,0.00619549,0.01665832,0.001559131,0.0001387244,0.006804278,9.196081e-7,6.074198e-7,0.0001063098,0.6584933,0.3099051],"study_design_scores_gemma":[0.0006595533,0.0002327431,0.0001006935,0.0007817335,0.0006449465,0.0001952562,0.006112432,0.000005441777,3.850186e-7,0.004714335,0.9862673,0.0002852329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009813569,0.992975,0.0008778445,0.001812723,0.002167043,0.001222999,0.0004836639,0.00003411935,0.0003285011],"genre_scores_gemma":[0.0005334335,0.9947292,0.0006116389,0.001361563,0.0004108985,0.0001920125,0.001229068,0.00007067557,0.0008615016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.327774,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147786978","doi":"10.3389/fsoc.2021.617895","title":"Indigenous Peoples' Data During COVID-19: From External to Internal","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Indigenous; Racism; Genocide; Equity (law); Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Economic growth; Business; Development economics; Public relations; Economics; Medicine; Disease; Law; Infectious disease (medical specialty)","authors":[{"name":"Stephanie Russo Carroll","is_ca":false},{"name":"Randall Akee","is_ca":false},{"name":"Pyrou Chung","is_ca":false},{"name":"Donna Cormack","is_ca":false},{"name":"Tahu Kukutai","is_ca":false},{"name":"Raymond Lovett","is_ca":false},{"name":"Michele Suina","is_ca":false},{"name":"Robyn Rowe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1756304285050568,"gpt":0.4764502354481968,"spread":0.30081980694314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006036856,0.0001556842,0.000441651,0.0001737046,0.001073686,0.000008306339,0.0007247142,0.0004642319,0.001881577],"category_scores_gemma":[0.001600517,0.0001767348,0.00004665376,0.0001825386,0.0001699954,0.0001418442,0.00102799,0.001128736,0.0003152894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800282,"about_ca_system_score_gemma":0.001828501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004621208,"about_ca_topic_score_gemma":0.01060273,"domain_scores_codex":[0.9967314,0.001067842,0.0006493552,0.0006238095,0.0001657234,0.0007618948],"domain_scores_gemma":[0.9980429,0.0004450289,0.000174979,0.0007841391,0.0000781528,0.0004748072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492755,0.00006380345,0.7560907,0.0001397396,0.00004013616,0.0001565995,0.1879009,0.00005354973,0.00006570161,0.0005873229,0.05452526,0.000227044],"study_design_scores_gemma":[0.003172198,0.00007766427,0.700151,0.0002712541,0.00004339918,0.00001330162,0.1652002,0.0004147752,0.00001406301,0.03219911,0.09797766,0.0004654349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623227,0.001967272,0.02054075,0.007157278,0.006030654,0.0004726365,0.0008834118,0.00008017862,0.0005451621],"genre_scores_gemma":[0.935106,0.0007296692,0.04061341,0.0190664,0.001410423,0.0001299982,0.00108982,0.00003884295,0.001815465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05593975,"threshold_uncertainty_score":0.9990308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175875477","doi":"10.3389/fsoc.2021.714626","title":"COVID-19, Inter-household Contact and Mental Well-Being Among Older Adults in the US and the UK","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Loneliness; Pandemic; Mental health; Face (sociological concept); Psychology; Face-to-face; Coronavirus disease 2019 (COVID-19); Social distance; Boredom; Gerontology; Sociology; Medicine; Psychiatry; Social psychology; Social science; Disease","authors":[{"name":"Yang Hu","is_ca":false},{"name":"Yue Qian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01403465716774135,"gpt":0.3025626223795512,"spread":0.2885279652118098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484885,0.00008732476,0.0002560382,0.00003529006,0.0004471773,0.00003914583,0.0001693339,0.0001667242,0.00005862003],"category_scores_gemma":[0.0005455363,0.0000572784,0.0000395696,0.00008772842,0.001690991,0.00006635762,0.0000730944,0.0003014148,5.828587e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661172,"about_ca_system_score_gemma":0.0001944911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01280886,"about_ca_topic_score_gemma":0.02133217,"domain_scores_codex":[0.9979362,0.001169916,0.0002129833,0.0002096119,0.000100637,0.0003706216],"domain_scores_gemma":[0.9990046,0.0007169917,0.00005686397,0.0001055556,0.00001038704,0.0001055886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003505454,0.00001034173,0.78916,0.00002501114,0.000008622758,0.00002035193,0.189249,5.655636e-7,8.758229e-8,0.01063927,0.01051942,0.0003322831],"study_design_scores_gemma":[0.002208374,0.000013827,0.592203,0.00003816707,0.00000721316,0.000003509804,0.3713049,0.00005874157,6.553013e-7,0.007340297,0.02672577,0.0000955569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582536,0.003262541,0.0000786325,0.03449953,0.000949457,0.0003475401,0.000004771958,0.00001198618,0.002591953],"genre_scores_gemma":[0.971458,0.002424774,0.0000751879,0.02574464,0.00009317879,0.00003643599,0.000004051292,0.000005457569,0.0001582611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.196957,"threshold_uncertainty_score":0.9965259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945436313","doi":"10.3389/fsoc.2019.00032","title":"Immigration, Discrimination, and Trust: A Simply Complex Relationship","year":2019,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Immigration; Race (biology); Indigenous; Politics; Mediation; Foreign born; Native-Born; Social psychology; Sociology; European Social Survey; Psychology; Political science; Gender studies; Social science; Law","authors":[{"name":"Rima Wilkes","is_ca":true},{"name":"Cary Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02538739728436595,"gpt":0.2979786138120454,"spread":0.2725912165276795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004698456,0.00006825985,0.0001614622,0.00006373863,0.000283219,0.000015858,0.000100929,0.0002189021,0.0001358946],"category_scores_gemma":[0.000163923,0.00007049218,0.00003257791,0.0001467782,0.0008032472,0.0001463733,0.00002193937,0.0001586574,0.00002468151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052303,"about_ca_system_score_gemma":0.00005908336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004367489,"about_ca_topic_score_gemma":0.0007452172,"domain_scores_codex":[0.9990234,0.000311652,0.0001566391,0.0001765632,0.0001007282,0.0002309859],"domain_scores_gemma":[0.9995801,0.0001968557,0.00006155477,0.0000699497,0.00004285948,0.00004870167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008988599,0.00001001284,0.7574987,0.000003302432,0.000005207935,4.168734e-7,0.1045482,0.000003606737,0.000003290106,0.1079908,0.02862802,0.001299503],"study_design_scores_gemma":[0.0002680535,0.00002955077,0.6780059,0.000003874624,0.000006119058,2.339863e-7,0.1086601,0.0002478035,3.285296e-7,0.187999,0.024674,0.0001050756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736537,0.0006816014,0.001025294,0.006211129,0.001063777,0.0002634157,0.00000353462,0.00003968212,0.0170579],"genre_scores_gemma":[0.9958435,0.0002157455,0.0008795853,0.0005040753,0.0001993567,0.00001728168,0.00002716111,0.000006212756,0.002307045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08000822,"threshold_uncertainty_score":0.2959598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945130382","doi":"10.3389/fsoc.2019.00043","title":"Triple Jeopardy: Complexities of Racism, Sexism, and Ageism on the Experiences of Mental Health Stigma Among Young Canadian Black Women of Caribbean Descent","year":2019,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Mental health; Stigma (botany); Racism; Mental illness; Prejudice (legal term); Social stigma; Intersectionality; Gender studies; Political science; Psychology; Medicine; Psychiatry; Sociology; Social psychology; Family medicine","authors":[{"name":"D. Garth Taylor","is_ca":true},{"name":"Donna Richards","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08067172285729975,"gpt":0.3780097664524387,"spread":0.297338043595139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008116667,0.0003612107,0.002429069,0.0003780292,0.000160526,0.00000484105,0.000456375,0.0004016357,0.000243294],"category_scores_gemma":[0.00001945701,0.0002592084,0.0001816979,0.000162606,0.002488527,0.00003692043,0.00007123165,0.0003872494,0.000003750975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008363854,"about_ca_system_score_gemma":0.0004022921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0390247,"about_ca_topic_score_gemma":0.003793637,"domain_scores_codex":[0.9964325,0.001201978,0.001095565,0.0004358714,0.000167924,0.0006661738],"domain_scores_gemma":[0.9980571,0.0002363166,0.001085442,0.0004039644,0.00002342053,0.0001937942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001727722,0.0002759386,0.02100454,0.01042297,0.0007465956,0.00001191623,0.776732,5.816154e-7,6.543929e-8,0.004457456,0.03690482,0.1492703],"study_design_scores_gemma":[0.002553309,0.002008835,0.01091753,0.004922834,0.0001879566,0.00001393308,0.8495967,0.00001331018,0.000002487806,0.001259352,0.1278665,0.0006572342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2688556,0.7249842,0.000003572417,0.0001106271,0.002521575,0.002039789,0.0003992947,0.000006061131,0.001079192],"genre_scores_gemma":[0.3166949,0.681578,0.00008715362,0.0001941302,0.00005874585,0.0004134222,0.0002584551,0.00003760587,0.0006775695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1486131,"threshold_uncertainty_score":0.999986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3019146302","doi":"10.3389/fsoc.2020.00027","title":"Supporting Transgender Inclusion and Gender Diversity in Schools: A Critical Policy Analysis","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transgender; Inclusion (mineral); Democratization; Sociology; Intersectionality; Diversity (politics); Expansive; Economic Justice; Gender studies; Political science; Public relations; Democracy; Law; Politics","authors":[{"name":"Kenan Omercajic","is_ca":true},{"name":"Wayne Martino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08132322365292338,"gpt":0.426712368668522,"spread":0.3453891450155986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005898864,0.0001614337,0.0005253188,0.0005837226,0.0003749628,0.000009171524,0.0002493583,0.0004414974,0.0002160632],"category_scores_gemma":[0.0003966612,0.0001779257,0.0001260078,0.0007052504,0.0004817207,0.0001031886,0.0005914195,0.0006695064,0.00002413115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821374,"about_ca_system_score_gemma":0.0001173232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005363904,"about_ca_topic_score_gemma":0.0002572406,"domain_scores_codex":[0.99755,0.0006972432,0.0004269292,0.0005114573,0.0001272259,0.0006872022],"domain_scores_gemma":[0.9993513,0.0001267182,0.0000743105,0.0001709767,0.00002925388,0.0002474741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008698775,0.00006284531,0.900755,0.0001127744,0.000140551,0.00006181399,0.07959696,0.000007409933,0.000008447262,0.004994417,0.01341959,0.0007532435],"study_design_scores_gemma":[0.001351813,0.00009126148,0.9400123,0.000001926101,0.0002450033,0.000004425407,0.01011388,0.0004057166,5.31416e-7,0.04682728,0.0007051193,0.0002407281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502344,0.002231434,0.007480084,0.03451838,0.0005329452,0.000190319,0.00003414998,0.00004523177,0.004733086],"genre_scores_gemma":[0.992003,0.0002498946,0.001032349,0.006215915,0.0003276739,0.00001030502,0.00001757438,0.00001319855,0.0001301065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06948308,"threshold_uncertainty_score":0.8108655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296053886","doi":"10.3389/fsoc.2022.957246","title":"Algorithmic harms and digital ageism in the use of surveillance technologies in nursing homes","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Brock University","funders":"National Institute on Aging","keywords":"Sociology; Nursing; Medicine; Engineering ethics; Environmental ethics; Engineering; Philosophy","authors":[{"name":"Clara Berridge","is_ca":false},{"name":"Alisa Grigorovich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02570716171207459,"gpt":0.2924853894833771,"spread":0.2667782277713025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004920067,0.00005919708,0.000193922,0.000171743,0.0001279484,0.00001436171,0.0002472754,0.0000997512,0.00000393748],"category_scores_gemma":[0.0001996066,0.00005174484,0.00002287745,0.000340217,0.001362484,0.0001235437,0.00005505295,0.0003129842,1.8514e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255391,"about_ca_system_score_gemma":0.00004969192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003779047,"about_ca_topic_score_gemma":0.0003966608,"domain_scores_codex":[0.9989043,0.0004370582,0.0001526719,0.0001562987,0.0001052241,0.0002443959],"domain_scores_gemma":[0.9995414,0.0002985333,0.00005197068,0.00009362826,0.000007019519,0.000007428573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001688689,0.00005849727,0.8095672,0.000002929665,0.000005153141,0.00002072732,0.107477,0.00003578583,0.0000136017,0.0006854665,0.003745144,0.07837168],"study_design_scores_gemma":[0.001095096,0.0001939141,0.2358997,0.00007283228,0.000004249595,0.000005952548,0.6200362,0.0004192265,0.00001854845,0.1212525,0.02070593,0.0002958216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903196,0.005396014,0.0001560657,0.003298982,0.0003169098,0.0001909467,0.00001077548,0.00002628662,0.0002843867],"genre_scores_gemma":[0.9975637,0.001767274,0.0005096186,0.00007109483,0.0000137408,0.0000330045,0.000003713288,0.000003918,0.00003394302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5736675,"threshold_uncertainty_score":0.5020127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310183434","doi":"10.3389/fsoc.2022.995603","title":"SDG-11 and smart cities: Contradictions and overlaps between social and environmental justice research agendas","year":2022,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Algoma University","funders":"Algoma University","keywords":"Information and Communications Technology; Sustainability; Smart city; Environmental justice; Business; Software deployment; Social sustainability; Sustainable development; Environmental planning; Human settlement; Environmental resource management; Economic growth; Political science; Geography; Engineering; Economics","authors":[{"name":"Ushnish Sengupta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09182574743548774,"gpt":0.3263054394405807,"spread":0.234479692005093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004305231,0.0002768069,0.001063195,0.000355181,0.0004455035,0.00002378245,0.0001660695,0.0006693074,0.00005469402],"category_scores_gemma":[0.00005214544,0.0002943815,0.00007697391,0.0001085131,0.002191446,0.00005402837,0.0002899288,0.001252996,0.000001087593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000342729,"about_ca_system_score_gemma":0.00003254993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003618227,"about_ca_topic_score_gemma":0.00000873718,"domain_scores_codex":[0.9984586,0.0002621037,0.0003244084,0.0003611863,0.0001221503,0.0004715233],"domain_scores_gemma":[0.9991829,0.0005663189,0.0000499407,0.0001435084,0.000003120428,0.00005418042],"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":[0.000006689756,0.00002122318,0.01276623,0.008022619,0.0007843745,0.00006241132,0.007601851,0.000001969547,4.090273e-7,0.003445878,0.07992223,0.8873641],"study_design_scores_gemma":[0.0002260737,0.00005084097,0.001029995,0.0001006801,0.0002670193,0.00002030282,0.01449063,0.00003243462,6.361416e-8,0.001587735,0.9819444,0.0002498113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008523479,0.9890231,0.00009319472,0.00005325208,0.0008733111,0.0003811525,0.0005333034,0.0001279672,0.0003912488],"genre_scores_gemma":[0.00333737,0.9955994,0.0002603419,0.00001282085,0.0002401027,0.0001995598,0.000184656,0.00005113508,0.0001146271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9020222,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030768942","doi":"10.3389/fsoc.2020.00041","title":"Barriers and Facilitators to Implementation of Antibiotic Stewardship Programmes in Hospitals in Developed Countries: Insights From Transnational Studies","year":2020,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Ottawa; Sinai Health System; Ottawa Hospital; University Health Network","funders":"Chief Scientist Office, Scottish Government Health and Social Care Directorate; Norges Forskningsråd; Joint Programming Initiative on Antimicrobial Resistance; Scottish Government","keywords":"Stewardship (theology); Context (archaeology); Antimicrobial stewardship; Inclusion (mineral); MEDLINE; Scale (ratio); Antibiotic Stewardship; Health care; Medicine; Healthcare system; Political science; Public relations; Medical education; Psychology; Geography; Antibiotic resistance","authors":[{"name":"Magdalena Rzewuska","is_ca":false},{"name":"Eilidh Duncan","is_ca":false},{"name":"Jill Francis","is_ca":false},{"name":"Andrew M. Morris","is_ca":true},{"name":"Kathryn N. Suh","is_ca":true},{"name":"Peter Davey","is_ca":false},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Craig Ramsay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02102661881769878,"gpt":0.3290760019524959,"spread":0.3080493831347971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002935341,0.0003587965,0.00225927,0.0004651193,0.00004936082,0.000004511765,0.0002340312,0.0007158408,0.00002236459],"category_scores_gemma":[0.0001628584,0.0003066909,0.0001156975,0.0003491915,0.001003183,0.00006117442,0.00007182435,0.0004451556,0.000006210196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284539,"about_ca_system_score_gemma":0.0005679528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187851,"about_ca_topic_score_gemma":0.0007137143,"domain_scores_codex":[0.9972039,0.0007438008,0.001050308,0.000582808,0.00005138704,0.0003677876],"domain_scores_gemma":[0.9991576,0.000357646,0.0002704581,0.000128549,0.00005023014,0.00003551833],"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":[0.000358428,0.0001245962,0.402877,0.01509382,0.003928366,0.0001224937,0.158437,0.000003257303,0.00004761171,0.005796986,0.003489606,0.4097209],"study_design_scores_gemma":[0.004626159,0.0006991177,0.04163245,0.006374713,0.0005094863,0.000005275268,0.1695636,7.110344e-7,0.0001378333,0.003657189,0.7714542,0.00133932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.127188,0.8703967,0.00006284883,0.0002712184,0.0007151429,0.001048791,0.0002990816,0.00001193778,0.00000629061],"genre_scores_gemma":[0.1096305,0.8891445,0.000766306,0.00007372722,0.00001262261,0.00004790836,0.0002867037,0.00002031854,0.00001738085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7679645,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114760961","doi":"10.3389/fsoc.2020.610355","title":"COVID-19 in New Mexico Tribal Lands: Understanding the Role of Social Vulnerabilities and Historical Racisms","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Indigenous; Vulnerability (computing); Economic growth; Geography; Pandemic; Public health; Health equity; Development economics; Social vulnerability; Political science; Socioeconomics; Sociology; Coronavirus disease 2019 (COVID-19); Health care; Medicine; Disease; Ecology; Psychological intervention; Infectious disease (medical specialty); Economics; Biology; Computer security","authors":[{"name":"Aggie J. Yellow Horse","is_ca":false},{"name":"Nicholet A. Deschine Parkhurst","is_ca":false},{"name":"Kimberly R. Huyser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2433661655758965,"gpt":0.4270864769758589,"spread":0.1837203113999623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007295434,0.00009570425,0.0004053831,0.0000922819,0.0005661241,0.000001813829,0.0001414399,0.0003893634,0.000148751],"category_scores_gemma":[0.001112191,0.0000817757,0.00004505033,0.000166533,0.0004027371,0.00005394564,0.00008682218,0.0008530617,0.000003203965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786716,"about_ca_system_score_gemma":0.001045538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227039,"about_ca_topic_score_gemma":0.0008313498,"domain_scores_codex":[0.9977809,0.001061407,0.0005024537,0.0002024444,0.0001020653,0.000350722],"domain_scores_gemma":[0.9988214,0.0007317523,0.0001631068,0.00007859094,0.0000165639,0.0001885336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002258309,0.0000179313,0.4902343,0.0001158286,0.00001157035,0.000001526041,0.3612233,0.00002983558,0.000002786489,0.08922736,0.05879478,0.0001149154],"study_design_scores_gemma":[0.002501556,0.0001433805,0.01682273,0.00001712028,0.00001670493,4.339133e-7,0.4316227,0.001243703,6.753447e-7,0.3962959,0.1511963,0.0001387414],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5194366,0.01337447,0.03559368,0.4157568,0.004836143,0.002560327,0.0001766345,0.000174106,0.008091275],"genre_scores_gemma":[0.9932473,0.0001189734,0.0005713395,0.005615565,0.000263958,0.0000271891,0.00001537425,0.000008526557,0.0001318269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738106,"threshold_uncertainty_score":0.4672199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764195960","doi":"10.3389/fsoc.2017.00015","title":"“I Wanted to Feel Like a Man Again”: Hegemonic Masculinity in Relation to the Purchase of Street-Level Sex","year":2017,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Sex work and related issues","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; University of Victoria","keywords":"Masculinity; Hegemonic masculinity; Privilege (computing); Gender studies; Sociology; Hegemony; Narrative; Power (physics); Relation (database); Sex work; Social psychology; Psychology; Politics; Political science; Law","authors":[{"name":"Leah Shumka","is_ca":true},{"name":"Susan Strega","is_ca":true},{"name":"Helga Kristín Hallgrímsdóttir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0362311331942971,"gpt":0.3299216799438065,"spread":0.2936905467495094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001450904,0.0001058883,0.0002906896,0.0001428674,0.000533169,0.00001880156,0.0006486148,0.0003824186,0.00002406184],"category_scores_gemma":[0.0007863888,0.00008489593,0.00006714207,0.0001795949,0.0008160124,0.00007984479,0.0001279966,0.0003716936,0.0000255553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772003,"about_ca_system_score_gemma":0.0001183867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003704409,"about_ca_topic_score_gemma":0.003388058,"domain_scores_codex":[0.998381,0.0005165695,0.0002851363,0.000263877,0.0001703525,0.0003830239],"domain_scores_gemma":[0.9992198,0.0001035717,0.0001412949,0.0003993938,0.00004818603,0.00008774845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001073825,0.00009715553,0.4635737,0.000007397675,0.00005859185,0.0000201926,0.4959052,0.0004198528,0.00003950522,0.0008908419,0.0263481,0.01253207],"study_design_scores_gemma":[0.001399991,0.0002054529,0.5844963,0.0001149754,0.0000290029,5.20433e-7,0.3310027,0.0004101912,0.00006082584,0.0148264,0.06708404,0.0003696012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800607,0.0006090726,0.001106171,0.01259393,0.001491995,0.0004998721,0.000005805069,0.00002115232,0.003611319],"genre_scores_gemma":[0.9951302,0.0003046835,0.002312914,0.0004392494,0.0001300593,0.00002849629,0.000006481144,0.000009256281,0.001638633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649025,"threshold_uncertainty_score":0.5599983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362584309","doi":"10.3389/fsoc.2023.1138628","title":"“Ah, it's best not to mention that here:” Experiences of LGBTQ+ health professionals in (heteronormative) workplaces in Canada","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Dartmouth General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Heteronormativity; Lesbian; Transgender; Queer; Gender studies; Heterosexism; Human sexuality; Qualitative research; Sexual minority; Sociology; Norm (philosophy); Health professionals; Psychology; Social psychology; Health care; Political science; Law","authors":[{"name":"Stephanie R. Bizzeth","is_ca":true},{"name":"Brenda L. Beagan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0576079664913294,"gpt":0.4079611240878473,"spread":0.350353157596518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010193,0.0001647188,0.0005627299,0.0005376309,0.00008536509,0.000004876511,0.0003187694,0.0002128806,0.0001882435],"category_scores_gemma":[0.00006603702,0.0001654383,0.00004015789,0.0005369902,0.0002290683,0.0001111927,0.000083482,0.0003621825,0.00004202203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009639291,"about_ca_system_score_gemma":0.001026777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7299208,"about_ca_topic_score_gemma":0.7958357,"domain_scores_codex":[0.9968499,0.001148107,0.0006942736,0.0003635132,0.0001951605,0.0007490694],"domain_scores_gemma":[0.9991718,0.0002138341,0.0002523315,0.0002222014,0.00002180934,0.0001180326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006707576,0.00008330078,0.637141,0.0001369188,0.00001288966,0.000009583323,0.2263014,0.00002152411,0.000002366607,0.0001527431,0.1340224,0.002048786],"study_design_scores_gemma":[0.0007810483,0.0001413946,0.447117,0.00008717063,0.000002480651,0.000001199306,0.549882,0.00003472607,0.000007319965,0.0006907478,0.001105885,0.0001490727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760939,0.0009573121,0.00005590374,0.01586555,0.005176848,0.0005600221,0.00002248731,0.0000149343,0.001253002],"genre_scores_gemma":[0.9940035,0.0003818689,0.0002888926,0.002887659,0.0000848449,0.0003191413,0.00003265759,0.00001480175,0.001986671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3235806,"threshold_uncertainty_score":0.6746376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200176426","doi":"10.3389/fsoc.2021.728170","title":"Promoting Healthier Masculinities as a Suicide Prevention Intervention in a Regional Australian Community: A Qualitative Study of Stakeholder Perspectives","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Medical Research Council; University of Melbourne","keywords":"Thematic analysis; Qualitative research; Psychological intervention; Stakeholder; Context (archaeology); Suicide prevention; Sociology; Masculinity; Population; Poison control; Psychology; Public relations; Gender studies; Political science; Medicine; Nursing; Geography; Social science; Environmental health","authors":[{"name":"Katherine Trail","is_ca":false},{"name":"John L. Oliffe","is_ca":true},{"name":"Deepa Patel","is_ca":false},{"name":"Shane Robinson","is_ca":false},{"name":"Kylie King","is_ca":false},{"name":"Gregory Armstrong","is_ca":false},{"name":"Zac E. Seidler","is_ca":false},{"name":"Courtney C. Walton","is_ca":false},{"name":"Michael Wilson","is_ca":false},{"name":"Simon Rice","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2135490681339628,"gpt":0.4508462109073958,"spread":0.237297142773433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939619,0.00009786215,0.0003753266,0.0001759066,0.0003426507,0.00001608873,0.0001518989,0.0001280397,0.00002101351],"category_scores_gemma":[0.0005494613,0.0001113006,0.00009844,0.0002759527,0.0005048641,0.0001596917,0.00008693932,0.0004664081,0.000001367481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224342,"about_ca_system_score_gemma":0.0001923464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02666795,"about_ca_topic_score_gemma":0.08550451,"domain_scores_codex":[0.9918574,0.006990848,0.000437254,0.0002147811,0.0002128423,0.0002868363],"domain_scores_gemma":[0.9993356,0.0001170399,0.0002023494,0.0001247096,0.0001883646,0.00003190141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003750641,0.001108697,0.05878745,0.00004880213,0.000102877,0.000008617722,0.9368269,0.000002751948,0.000004440201,0.001699384,0.0008398826,0.0005327322],"study_design_scores_gemma":[0.001013834,0.0003372001,0.04196829,0.00008696274,0.00001523183,7.593732e-7,0.9043291,0.00000292468,0.000002665838,0.05201372,0.0001472094,0.0000820737],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913647,0.001700166,0.00006102954,0.005865562,0.0002529467,0.0004286746,0.000003200206,0.00001304172,0.0003107119],"genre_scores_gemma":[0.9978346,0.000349796,0.000441009,0.00004034408,0.00003752634,0.00006814747,0.00001076874,0.000006629074,0.001211236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05883656,"threshold_uncertainty_score":0.9798136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147246540","doi":"10.3389/fsoc.2021.618210","title":"Pivoting to Childbirth at Home or in Freestanding Birth Centers1 in the US During COVID-19: Safety, Economics and Logistics","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Childbirth; Work (physics); Debt; Liability; Pandemic; Home birth; Business; Economic growth; Coronavirus disease 2019 (COVID-19); Economics; Finance; Medicine; Pregnancy; Engineering","authors":[{"name":"Betty‐Anne Daviss","is_ca":true},{"name":"David A. Anderson","is_ca":false},{"name":"Kenneth C. Johnson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03468116006752826,"gpt":0.3274540232234545,"spread":0.2927728631559263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004337643,0.0001076979,0.0003348062,0.0001628975,0.0001130447,0.000007862015,0.00009550535,0.0001155881,0.0001270532],"category_scores_gemma":[0.0002842674,0.0000851125,0.00003948364,0.0001211241,0.0001749785,0.00002791946,0.0001374422,0.0002907373,0.00000351914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007142363,"about_ca_system_score_gemma":0.0001114703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003204902,"about_ca_topic_score_gemma":0.003082563,"domain_scores_codex":[0.9987863,0.0001772414,0.0003996131,0.0002572131,0.00004449309,0.0003351549],"domain_scores_gemma":[0.999535,0.0001209396,0.0000650989,0.0001392613,0.00001087587,0.0001288784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000666127,0.00006015493,0.9889393,0.0005871211,0.00001270968,0.0005781174,0.007212264,0.0004088125,0.000009707794,0.0009214784,0.0002228601,0.0003812833],"study_design_scores_gemma":[0.003441827,0.0002456063,0.9506503,0.0002293489,0.0000069137,0.0004602967,0.007548885,0.0007930148,0.00001891333,0.001859579,0.03457994,0.0001654044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911598,0.0007749419,0.0008301964,0.006035357,0.0005874928,0.0002418736,0.00009829095,0.00001021255,0.0002618572],"genre_scores_gemma":[0.9933236,0.001494936,0.001161538,0.00295412,0.00008418623,0.00002108898,0.000024778,0.00001118412,0.000924524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03828909,"threshold_uncertainty_score":0.3470787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801767670","doi":"10.3389/fsoc.2018.00009","title":"The Synthesis of the Arts: From Ceremonial Ritual to “Total Work of Art”","year":2018,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ceremony; Spectacle; The arts; Aesthetics; Argument (complex analysis); Art; Visual arts; Performing arts; Sociology; History; Law; Archaeology; Political science","authors":[{"name":"Steven Brown","is_ca":true},{"name":"Ellen Dissanayake","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01758147206627281,"gpt":0.2635341048849437,"spread":0.2459526328186709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000230083,0.000078093,0.0002264802,0.0000416581,0.000135647,0.000004282508,0.0004102474,0.00009867863,0.0001189737],"category_scores_gemma":[0.0007593606,0.00004667589,0.0001196584,0.0002253294,0.002429991,0.00001946616,0.0001004691,0.000130785,0.00006132519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000332439,"about_ca_system_score_gemma":0.00003309333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002711767,"about_ca_topic_score_gemma":0.00002341281,"domain_scores_codex":[0.9988748,0.0003295837,0.0002474134,0.0002056057,0.0001343906,0.0002081417],"domain_scores_gemma":[0.9993323,0.0001882629,0.0001142531,0.0003107637,0.00002468743,0.00002971049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001171909,0.0005529823,0.3166834,0.00001157592,0.0001088383,0.000007127283,0.05658969,0.0001870458,0.162367,0.007435453,0.3477984,0.1070866],"study_design_scores_gemma":[0.002519389,0.0008378444,0.5743114,0.0002629636,0.0003640833,0.00001633237,0.05649896,0.002686068,0.1525812,0.08031669,0.1283152,0.001289855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924568,0.00003614537,0.001838264,0.003181668,0.0009170643,0.00008275902,0.00001937803,0.000008542286,0.001459362],"genre_scores_gemma":[0.9980392,0.00002983372,0.0006838415,0.0004843074,0.0001101557,0.000009244372,3.516409e-7,0.000006170556,0.0006368266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.257628,"threshold_uncertainty_score":0.8953404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388942260","doi":"10.3389/fsoc.2023.1286208","title":"‘Total pain’: reverence and reconsideration","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"University of Glasgow","keywords":"Reverence; Conceptualization; Palliative care; Existentialism; Pain and suffering; Psychology; Sociology; Psychotherapist; Social psychology; Psychoanalysis; Nursing; Medicine; Epistemology; Law; Philosophy; Political science","authors":[{"name":"Maxxine Rattner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1056206049134108,"gpt":0.3952588793400844,"spread":0.2896382744266736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000346716,0.00004983977,0.0002134343,0.00008540549,0.00001888761,0.000001074528,0.00001737417,0.0001056099,0.00001604039],"category_scores_gemma":[0.0006492827,0.0000463528,0.00002265288,0.00008184679,0.0002609279,0.00002528096,0.00001444892,0.00009709321,0.000006547104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002715181,"about_ca_system_score_gemma":0.00003344943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001757283,"about_ca_topic_score_gemma":0.000003374647,"domain_scores_codex":[0.9994863,0.0001084308,0.000130545,0.0001203145,0.00003884702,0.0001156071],"domain_scores_gemma":[0.9996743,0.0001706062,0.0000340566,0.00006703264,0.00002759012,0.0000264208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003951502,0.000008569854,0.8901092,0.0000501383,0.00002869409,0.0000246752,0.007144572,0.000002819107,0.0003757755,0.0001987604,0.09107516,0.01094215],"study_design_scores_gemma":[0.004197199,0.001078715,0.8182821,0.0008773595,0.00008984674,0.00003877446,0.04917818,0.006131122,0.001611406,0.06916259,0.04890592,0.0004467819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922559,0.002965858,0.001629809,0.001675626,0.000440452,0.00009713647,0.000003905436,0.00003218464,0.0008991022],"genre_scores_gemma":[0.9818448,0.002896436,0.0136012,0.0005985344,0.0001039087,0.0000146915,0.00004445076,0.000007583025,0.0008884393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07182707,"threshold_uncertainty_score":0.1890212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162594096","doi":"10.3389/fsoc.2021.615232","title":"Practicing Social Isolation During a Pandemic in Brazil: A Description of Psychosocial Characteristics and Traits of Personality During COVID-19 Lockout","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Psychology; Mindset; Psychosocial; Social isolation; Scale (ratio); Personality; Big Five personality traits; Pandemic; Distress; Social psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease; Medicine; Psychiatry; Geography","authors":[{"name":"Daniela Sacramento Zanini","is_ca":false},{"name":"Evandro Morais Peixoto","is_ca":false},{"name":"Josemberg Moura de Andrade","is_ca":false},{"name":"Lucía Tramonte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06667146791246405,"gpt":0.4049192934156357,"spread":0.3382478255031717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005684972,0.0001273004,0.0004981405,0.0001753208,0.0001202013,0.000003719569,0.00006753545,0.0003578487,0.00006939534],"category_scores_gemma":[0.0002876224,0.0001577664,0.00006716669,0.0001832537,0.0003738508,0.0000916078,0.00003912986,0.0003722905,7.157515e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007613722,"about_ca_system_score_gemma":0.0003959219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006979344,"about_ca_topic_score_gemma":0.0004663233,"domain_scores_codex":[0.9980054,0.0006382809,0.000579696,0.0003510005,0.0001030954,0.0003224816],"domain_scores_gemma":[0.9992695,0.0001547022,0.000375587,0.00008702033,0.00004207791,0.00007110703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008776401,0.0001769945,0.8821164,0.0005250257,0.00003881408,0.00002084279,0.1022345,0.000001700063,0.0123786,0.0002978514,0.000134611,0.001196946],"study_design_scores_gemma":[0.002777605,0.00005487342,0.9758395,0.00003629766,0.00002127703,0.00002160282,0.01947688,0.00003892438,0.00005559999,0.001460938,0.0001024922,0.0001140184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958836,0.0006306004,0.001510694,0.0008341914,0.0007281229,0.0002314284,0.00004883365,0.00001668199,0.000115793],"genre_scores_gemma":[0.9987745,0.0001611101,0.000459338,0.000336735,0.0001266917,0.00002410216,0.00002490872,0.00001378585,0.0000788113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09372306,"threshold_uncertainty_score":0.6433527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203020152","doi":"10.3389/fsoc.2021.727069","title":"“Eventually, I Admitted, ‘I Cannot Do This Alone’”: Exploring Experiences of Suicidality and Help-Seeking Drivers Among Australian Men","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Movember Foundation","keywords":"Psychology; Thematic analysis; Mental health; Masculinity; Situational ethics; Indigenous; Help-seeking; Stressor; Qualitative research; Clinical psychology; Social psychology; Psychiatry; Sociology","authors":[{"name":"Zac E. Seidler","is_ca":false},{"name":"Michael Wilson","is_ca":false},{"name":"John L. Oliffe","is_ca":true},{"name":"David Kealy","is_ca":true},{"name":"Nicholas Toogood","is_ca":false},{"name":"John S. Ogrodniczuk","is_ca":true},{"name":"Simon Rice","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05023116564171841,"gpt":0.3006474740154811,"spread":0.2504163083737627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000586574,0.0001121549,0.0003557423,0.00008142287,0.0003924826,0.00002670285,0.0001887581,0.0001556145,0.00006255812],"category_scores_gemma":[0.0001988429,0.0001233345,0.00006978994,0.0001922169,0.00113701,0.0002384376,0.0001429034,0.0001738074,0.000001269661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338241,"about_ca_system_score_gemma":0.000138218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005314096,"about_ca_topic_score_gemma":0.003310423,"domain_scores_codex":[0.9983875,0.0004105361,0.0002663615,0.0003230457,0.0002146465,0.0003979798],"domain_scores_gemma":[0.9995533,0.00004196364,0.0001157285,0.000122707,0.00008428276,0.00008208301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004241139,0.0000173916,0.5166536,0.00001029909,0.00004178791,0.0000133324,0.4751064,0.000002760806,0.00003743937,0.0003746254,0.007171018,0.0005670827],"study_design_scores_gemma":[0.0002242916,0.00002093508,0.1205306,0.00001848436,0.00001437348,5.462961e-7,0.8744433,0.000005596357,0.0001364804,0.001817568,0.00267039,0.0001174093],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935741,0.001472888,0.00009552811,0.001696075,0.001213191,0.000108934,0.000003920234,0.00001922389,0.00181607],"genre_scores_gemma":[0.9964429,0.001775924,0.0006351516,0.00004396956,0.00009648793,0.00004033626,0.000003626325,0.000005996904,0.0009556136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993369,"threshold_uncertainty_score":0.803336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129036257","doi":"10.3389/fsoc.2021.611324","title":"Pregnancy During the Global COVID-19 Pandemic: Canadian Experiences of Care","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Acadia University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Maternity care; Economic growth; Public relations; Political science; Medicine; Economics","authors":[{"name":"Sarah Rudrum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03624597158658243,"gpt":0.366022863776969,"spread":0.3297768921903866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005915319,0.00005538444,0.0001820268,0.0000287012,0.00009211231,0.000001708984,0.00008581665,0.0001012952,0.0004548526],"category_scores_gemma":[0.0001013393,0.00004086042,0.000064255,0.00008027733,0.0003286243,0.00001490765,0.00002651503,0.0001196525,0.000002137174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561355,"about_ca_system_score_gemma":0.0006154109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01877274,"about_ca_topic_score_gemma":0.04221922,"domain_scores_codex":[0.9993308,0.00009476385,0.0001851787,0.0001285784,0.00005422306,0.0002064664],"domain_scores_gemma":[0.9996192,0.00001602953,0.0000407781,0.0001246419,0.00004229584,0.0001570653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000313892,0.00001049917,0.9506081,0.0006794267,0.00001535281,0.0001304969,0.04681833,0.000002069798,0.000004576635,0.0003497599,0.0004031538,0.0009468455],"study_design_scores_gemma":[0.001418112,0.0002233541,0.4876835,0.0003759356,0.00001831304,0.0004398557,0.4159701,0.00002174234,0.0001355441,0.002950215,0.09062596,0.000137407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791013,0.01701288,0.00009853277,0.00110937,0.0009869949,0.0001210647,0.00007464901,0.0000094032,0.001485825],"genre_scores_gemma":[0.9974369,0.000254395,0.0002893974,0.000624357,0.00004271766,0.00004942545,0.00001566998,0.000002868198,0.00128422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4629246,"threshold_uncertainty_score":0.9877613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129728399","doi":"10.3389/fsoc.2021.612637","title":"Cultural Sources of Strength and Resilience: A Case Study of Holistic Wellness Boxes for COVID-19 Response in Indigenous Communities","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Psychosocial; Mental health; Holistic health; Conceptualization; Context (archaeology); Psychological resilience; Community-based participatory research; Stressor; Health equity; Participatory action research; Photovoice; Community engagement; Sociology; Pandemic; Psychology; Gerontology; Coronavirus disease 2019 (COVID-19); Geography; Public health; Political science; Economic growth; Medicine; Public relations; Social psychology; Nursing; MEDLINE; Psychiatry; Ecology","authors":[{"name":"Kevalin M. W. Aulandez","is_ca":false},{"name":"Melissa L. Walls","is_ca":false},{"name":"Nicole M. Weiss","is_ca":false},{"name":"Kelley J. Sittner","is_ca":false},{"name":"Stefanie Gillson","is_ca":false},{"name":"Elizabeth N. Tennessen","is_ca":false},{"name":"Tara L. Maudrie","is_ca":false},{"name":"Ailee M. Leppi","is_ca":false},{"name":"Emma J. Rothwell","is_ca":false},{"name":"Athena R. Bolton-Steiner","is_ca":false},{"name":"Miigis B. Gonzalez","is_ca":false}],"retraction":null,"screen_n_in":0,"score":{"opus":0.03952149122626349,"gpt":0.375730809890491,"spread":0.3362093186642275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001975084,0.00009348242,0.0003840242,0.0001921246,0.00176023,0.000009737153,0.0001810582,0.0001964362,0.000008197722],"category_scores_gemma":[0.0001959436,0.00008333247,0.00003021921,0.0002255827,0.002012085,0.00007468378,0.000006319282,0.000172282,8.727756e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479007,"about_ca_system_score_gemma":0.006904285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2570224,"about_ca_topic_score_gemma":0.7663697,"domain_scores_codex":[0.9962431,0.00274856,0.0003882617,0.0001673513,0.0001157062,0.0003370752],"domain_scores_gemma":[0.9980854,0.001354046,0.0001893157,0.0001580941,0.0001300152,0.00008306322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002593376,0.0003705902,0.1585364,0.00008731862,0.00001550185,0.00006992889,0.8388772,0.00003957818,9.939126e-7,0.001599794,0.00005564801,0.00008765082],"study_design_scores_gemma":[0.0008237708,0.0003531367,0.007530806,0.00001453563,0.00001518273,0.00002728444,0.982558,0.000009383143,0.00001750034,0.002856856,0.005698738,0.00009481164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996747,0.001631795,0.00006479888,0.0001783748,0.0005101684,0.0006904,0.00003359711,0.000008808124,0.0001350746],"genre_scores_gemma":[0.9976165,0.001493355,0.0004321248,0.00004026433,0.00004932668,0.00002023992,0.0000100658,0.000005746946,0.0003323293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5093473,"threshold_uncertainty_score":0.9995393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205175098","doi":"10.3389/fsoc.2021.651240","title":"Organizational Context and Healthcare Reforms: What Effect on the Professional Distress of Canadian Social Workers and Social Service Provision?","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Social work; Public relations; Sociology; Autonomy; Context (archaeology); Health care; Thematic analysis; Political science; Qualitative research; Social science","authors":[{"name":"Maude Lévesque","is_ca":true},{"name":"Lilian Negura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02081081109278578,"gpt":0.3315555294865075,"spread":0.3107447183937218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008432529,0.00009099193,0.0002116663,0.00008577936,0.001648617,0.00004510451,0.0001184566,0.0002974987,0.0001675586],"category_scores_gemma":[0.0004693048,0.00007322587,0.00002653449,0.0006220545,0.0008628999,0.0001524667,0.00003572404,0.0003286038,0.000003253273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400809,"about_ca_system_score_gemma":0.001149541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01330832,"about_ca_topic_score_gemma":0.09162822,"domain_scores_codex":[0.9976844,0.001505145,0.0001706226,0.000201514,0.0001794335,0.0002589194],"domain_scores_gemma":[0.9988839,0.0006530544,0.0001250096,0.0000558031,0.0001979446,0.00008430806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001161001,0.00005484227,0.310067,0.00006334891,0.00006180397,0.000004277635,0.4212612,1.22666e-7,0.000006482477,0.2079834,0.04056675,0.01981467],"study_design_scores_gemma":[0.0004020468,0.00003306007,0.05823847,0.00003522124,0.00001431966,8.274687e-7,0.8560233,0.000002486824,0.000008204767,0.01119707,0.07392721,0.0001177661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.58358,0.001064476,0.000002894349,0.4112895,0.001740491,0.0002960931,0.0000240082,0.000009696703,0.001992805],"genre_scores_gemma":[0.992493,0.0002217398,0.0000632492,0.006251401,0.0002763952,0.00002863281,0.00006224584,0.000009276481,0.0005941147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4347621,"threshold_uncertainty_score":0.9996511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161721944","doi":"10.3389/fsoc.2021.612029","title":"Concrete Lessons: Policies and Practices Affecting the Impact of COVID-19 for Urban Indigenous Communities in the United States and Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Public Health Agency of Canada","keywords":"Indigenous; Context (archaeology); Human rights; Political science; Indigenous rights; Economic growth; Colonialism; Geography; Law; Ecology","authors":[{"name":"Heather A Howard-Bobiwash","is_ca":true},{"name":"Jennie R. Joe","is_ca":false},{"name":"Susan Lobo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04392215477792693,"gpt":0.3908613482163123,"spread":0.3469391934383854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002243345,0.00007851503,0.0002040704,0.00007979989,0.002997541,0.00002881395,0.0001841108,0.0001115263,0.000003453561],"category_scores_gemma":[0.000265853,0.00004769449,0.00002174649,0.0001710934,0.001555823,0.00006593544,0.000004346304,0.000222806,1.877636e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038607,"about_ca_system_score_gemma":0.01579165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972218,"about_ca_topic_score_gemma":0.9982951,"domain_scores_codex":[0.9969339,0.002361925,0.0001808266,0.00009336477,0.00008278782,0.0003471444],"domain_scores_gemma":[0.9951875,0.004292903,0.000265284,0.0001156247,0.00008623993,0.00005249458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001294126,0.000007124521,0.1816119,0.00003557709,0.00002592446,0.000001277936,0.8111739,0.0000191463,3.52988e-7,0.005751565,0.001337129,0.00002323229],"study_design_scores_gemma":[0.0002105592,0.00006076396,0.01509511,0.000008670495,0.00001098627,0.00000404583,0.9043157,0.00003317456,0.000002096705,0.005160082,0.07504071,0.00005816691],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890947,0.004656374,0.0000213305,0.005088067,0.0002341072,0.0004808135,0.00005031075,0.000004969056,0.0003692713],"genre_scores_gemma":[0.9796672,0.01928792,0.0001426252,0.0006518496,0.00008673498,0.000008400356,0.00006887389,0.000005270727,0.00008109208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665168,"threshold_uncertainty_score":0.9983004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990478966","doi":"10.3389/fsoc.2019.00076","title":"The Sovereign Ascendant: Financial Collapse, Status Anxiety, and the Rebirth of the Sovereign Citizen Movement","year":2019,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Sovereignty; Politics; Political economy; State (computer science); Citizenship; Political science; Unrest; Social movement; Sociology; Development economics; Law; Economics","authors":[{"name":"Edwin Hodge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006498914815134957,"gpt":0.2466112379711106,"spread":0.2401123231559756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001532458,0.0001616343,0.0003647573,0.00002792961,0.0006241874,0.00003219741,0.0006879711,0.0002470661,0.00006694841],"category_scores_gemma":[0.0004292815,0.00008732294,0.0001391417,0.0001597449,0.004760876,0.00007732229,0.0001902093,0.0004020103,0.000008063618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968483,"about_ca_system_score_gemma":0.0004212802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181758,"about_ca_topic_score_gemma":0.000438802,"domain_scores_codex":[0.9971653,0.001090828,0.0003666018,0.0002850944,0.000350587,0.0007415633],"domain_scores_gemma":[0.9986719,0.0005910146,0.0002046668,0.0003809492,0.00007261094,0.00007889712],"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":[0.0004168345,0.00004853411,0.2396313,0.00002529119,0.00006942624,0.000001354543,0.1959761,0.000008199971,0.00001979133,0.5263102,0.03153539,0.00595763],"study_design_scores_gemma":[0.002510163,0.0001064917,0.07717189,0.00005236037,0.00003410132,9.498387e-7,0.3360721,0.0001602162,0.00003413232,0.5479538,0.03565845,0.0002454055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590296,0.002848173,0.0001728452,0.004892744,0.004623528,0.001006329,0.00007643559,0.0000223457,0.02732801],"genre_scores_gemma":[0.9929354,0.003396119,0.00003255361,0.002087726,0.0002410691,0.0000366983,0.000001714396,0.00001081874,0.00125793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1624594,"threshold_uncertainty_score":0.9979476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963236253","doi":"10.3389/fsoc.2019.00051","title":"Intersectionality of Cultural Identities in Health Psychology: Key Recommendations for Working With African-Caribbean Immigrant Women","year":2019,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Intersectionality; Sociology; Multiculturalism; Immigration; Health care; Gender studies; Health equity; Cultural identity; Ethnic group; Political science; Social science; Anthropology","authors":[{"name":"Sandra Dixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1340743476832226,"gpt":0.4329298141839956,"spread":0.298855466500773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001566481,0.000373198,0.002284635,0.0006632019,0.00009851816,0.000008546192,0.000369828,0.0006658453,0.0001772151],"category_scores_gemma":[0.0000561053,0.0003170207,0.0002683651,0.0004073081,0.000541702,0.00007092641,0.00003228333,0.0008299547,0.00001378271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008979102,"about_ca_system_score_gemma":0.0004411501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007958634,"about_ca_topic_score_gemma":0.001401114,"domain_scores_codex":[0.9954473,0.001373886,0.00156906,0.0006976805,0.00009960857,0.0008124497],"domain_scores_gemma":[0.997905,0.0003613975,0.001141049,0.0004191478,0.00007372304,0.00009964957],"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":[0.0006892494,0.0005129428,0.01151478,0.01400709,0.00103859,0.0000053751,0.3973657,0.000003929989,2.771025e-8,0.006654559,0.1602236,0.4079842],"study_design_scores_gemma":[0.001307914,0.0004884225,0.0009961164,0.001615224,0.00005665126,0.00001955948,0.0523075,0.000001778637,6.381595e-9,0.00334267,0.9395911,0.0002730457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008239896,0.9833318,0.004227865,0.001825402,0.006031259,0.002397399,0.000342864,0.00003408092,0.0009853126],"genre_scores_gemma":[0.005011057,0.9856685,0.003953023,0.0009416632,0.0002456772,0.00227995,0.001081469,0.00006160691,0.0007570309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7793676,"threshold_uncertainty_score":0.9999282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011273304","doi":"10.3389/fsoc.2020.00013","title":"Politicizing Social Inequality: Competing Narratives From the Alternative for Germany and Left-Wing Movement Stand Up","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Sociology; Politics; German; Austerity; Interpretation (philosophy); Political economy; Narrative; Populism; Social movement; Left-wing politics; New social movements; Gender studies; Political science; Law; History","authors":[{"name":"Oliver Schmidtke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06415191552590849,"gpt":0.3444429796763753,"spread":0.2802910641504668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009877681,0.0001565193,0.0003652299,0.00003299728,0.001067946,0.00005242119,0.0003226271,0.0001493735,0.00002241542],"category_scores_gemma":[0.0003957825,0.0001332732,0.00007152586,0.00006846196,0.001253098,0.0001613131,0.000124974,0.0002672172,0.000001249689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862576,"about_ca_system_score_gemma":0.0001261166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287207,"about_ca_topic_score_gemma":0.0002933102,"domain_scores_codex":[0.9976485,0.0008926061,0.000341807,0.0003663579,0.0002237244,0.000526942],"domain_scores_gemma":[0.9990607,0.0005213217,0.0001994807,0.00007528877,0.00005378649,0.00008941301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004391481,0.00001326624,0.08607027,0.000009405011,0.000113794,0.000002155082,0.8826218,0.000004202284,0.0002347315,0.02661762,0.003568058,0.000700747],"study_design_scores_gemma":[0.001587769,0.0000714063,0.03058641,0.00003859297,0.00002840951,4.516894e-8,0.6906109,0.0005130375,0.000107006,0.2459839,0.03016067,0.0003118455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647381,0.0008413253,0.009750468,0.02186409,0.001343364,0.0005227362,0.0001057686,0.00004604181,0.000788064],"genre_scores_gemma":[0.98872,0.00006049094,0.003228933,0.006668767,0.001191277,0.00002673748,0.00001906876,0.00001710803,0.00006759129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2193663,"threshold_uncertainty_score":0.8213882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185813203","doi":"10.3389/fsoc.2021.721782","title":"Editorial: The Global Impacts of COVID-19 on Maternity Care Practices and Childbearing Experiences","year":2021,"lang":"en","type":"editorial","venue":"Frontiers in Sociology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Maternity care; Economic growth; Political science; Sociology; Medicine; Health care; Economics; Virology; Outbreak","authors":[{"name":"Robbie Davis‐Floyd","is_ca":false},{"name":"Kim Gutschow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02518782949229235,"gpt":0.40462582601425,"spread":0.3794379965219576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890517,0.0001950442,0.0006011323,0.00005826335,0.000131231,0.00001766053,0.0001969035,0.0008429799,0.00009232822],"category_scores_gemma":[0.003371618,0.0001351747,0.0001100227,0.00007093849,0.0006678746,0.00004447428,0.0001304734,0.0008718902,0.000001614525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526375,"about_ca_system_score_gemma":0.0008410703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684304,"about_ca_topic_score_gemma":0.0002139846,"domain_scores_codex":[0.9982514,0.0003715894,0.0004005766,0.0003437953,0.0003610541,0.0002716231],"domain_scores_gemma":[0.9984699,0.0003958873,0.0005779041,0.0002424255,0.0001471641,0.0001667345],"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":[0.000506176,0.0000499103,0.0285762,0.002843405,0.00006929101,0.00003371514,0.017016,6.351402e-7,9.01569e-7,0.00002546891,0.9507015,0.0001768423],"study_design_scores_gemma":[0.0007439674,0.0005332438,0.001684813,0.0003412554,0.00003988939,0.00001085038,0.03679003,0.000001720181,0.00001232686,0.000285369,0.9594523,0.0001042382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1477503,0.006993842,0.0000105208,0.0006781994,0.8437013,0.0002369616,0.0003752437,0.00001544946,0.000238119],"genre_scores_gemma":[0.06986395,0.001390132,0.0001592963,0.0001805335,0.9278899,0.00008124515,0.0001887813,0.00001409844,0.0002320298],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08418863,"threshold_uncertainty_score":0.6501833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000984467","doi":"10.3389/fsoc.2019.00089","title":"Paradigm-Specific Risk Conceptions, Patient Safety, and the Regulation of Traditional and Complementary Medicine Practitioners: The Case of Homeopathy in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Vitalism; Homeopathy; Materialism; Biomedicine; Government (linguistics); Context (archaeology); Statutory law; Sociology; Epistemology; Medicine; Law; Political science; Alternative medicine","authors":[{"name":"Nadine Ijaz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04086033373724194,"gpt":0.2647007250540618,"spread":0.2238403913168198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003147795,0.00008838576,0.0003998653,0.00004214471,0.00009604645,6.457581e-7,0.00003819699,0.00001354677,0.0002268064],"category_scores_gemma":[0.00007113444,0.00005256099,0.00002066939,0.00007354355,0.002010189,0.0000291114,0.00002823153,0.0002461468,3.064994e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014384,"about_ca_system_score_gemma":0.00009497145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4661498,"about_ca_topic_score_gemma":0.4930333,"domain_scores_codex":[0.9989021,0.0003087363,0.0004324821,0.0001469165,0.0001116705,0.00009810228],"domain_scores_gemma":[0.9990221,0.0006208828,0.0002186728,0.00007837469,0.00002512691,0.00003480926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002192409,0.00008291586,0.8485587,0.00005911972,0.0002898292,0.0001367833,0.09053817,0.0000532102,0.0000385731,0.02029352,0.03072079,0.007036014],"study_design_scores_gemma":[0.008064692,0.0008747711,0.883305,0.00006556842,0.0001024829,0.000100355,0.08501428,0.0003054403,0.000007007435,0.009663752,0.01243602,0.0000606066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619995,0.003884656,0.0003115471,0.03270542,0.0002909829,0.0004862135,0.0001095071,0.000001951726,0.0002102417],"genre_scores_gemma":[0.9975325,0.001073232,0.0002874715,0.0008608158,0.00009774033,0.0000168548,0.0001231338,0.000003261632,0.000004926971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03553308,"threshold_uncertainty_score":0.7406626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011204006","doi":"10.3389/fsoc.2020.00014","title":"Austerity Talk and Crisis Narratives: Memory Politics, Xenophobia, and Citizenship in the European Union","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Victoria","funders":"Education, Audiovisual and Culture Executive Agency; Social Sciences and Humanities Research Council of Canada","keywords":"Xenophobia; Austerity; Citizenship; Politics; Narrative; Political economy; Nationalism; European union; Political science; Financial crisis; Sociology; Law; Economics","authors":[{"name":"Helga Kristín Hallgrímsdóttir","is_ca":true},{"name":"Ari Finnsson","is_ca":true},{"name":"Emmanuel Brunet‐Jailly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0324400179484963,"gpt":0.2878457317100016,"spread":0.2554057137615053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001993175,0.0001082452,0.0002176632,0.00005614732,0.000291781,0.00003006261,0.0002543873,0.0001263682,0.00001596526],"category_scores_gemma":[0.0002432396,0.00009201255,0.00002263855,0.0001231939,0.001550969,0.00007954875,0.00008898524,0.0003026985,0.00000267259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009399049,"about_ca_system_score_gemma":0.00004143882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009514623,"about_ca_topic_score_gemma":0.0002942108,"domain_scores_codex":[0.9947669,0.004276953,0.0001980967,0.0002834828,0.0001264665,0.0003481011],"domain_scores_gemma":[0.9996222,0.000101653,0.0000663637,0.0001004988,0.0000160716,0.00009323438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000847542,0.00002188925,0.1321307,0.00001877478,0.00002115281,0.00006651295,0.8292359,0.00000103964,0.00008066714,0.002822951,0.03474983,0.000842143],"study_design_scores_gemma":[0.0009249152,0.00009744676,0.1978047,0.00001699933,0.00001197775,0.000001770546,0.6969951,0.00001764455,0.00001513632,0.0916706,0.01219701,0.0002466435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700832,0.0005739584,0.0002160832,0.01934305,0.0004180354,0.0002140245,0.000009652988,0.00002555777,0.009116412],"genre_scores_gemma":[0.9943512,0.0001581814,0.0006325922,0.004488108,0.0002314484,0.000005965168,0.000005986736,0.000009688685,0.0001168018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1322407,"threshold_uncertainty_score":0.5714611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389565281","doi":"10.3389/fsoc.2023.1257926","title":"Active aging and urban policies: the space as an instrument for an inclusive and sustainable city","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Population ageing; Autonomy; Context (archaeology); Population; Economic growth; Quarter (Canadian coin); Politics; Quality of life (healthcare); Political science; Sociology; Development economics; Psychology; Geography; Economics","authors":[{"name":"Letizia Carrera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01829452171795368,"gpt":0.3284520834998427,"spread":0.310157561781889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009039877,0.00008219888,0.0001611944,0.00008451153,0.001566408,0.00003228849,0.0001152453,0.00009511384,0.000002715965],"category_scores_gemma":[0.0002334566,0.00006721218,0.00001828381,0.0001417206,0.001270186,0.0002098203,0.000111191,0.0001005169,3.263035e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375052,"about_ca_system_score_gemma":0.000115657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02147898,"about_ca_topic_score_gemma":0.008422421,"domain_scores_codex":[0.998919,0.0002966847,0.00008954837,0.0002097938,0.00007746153,0.0004074761],"domain_scores_gemma":[0.9995822,0.0001596277,0.00005927408,0.00008074599,0.00005965753,0.00005843586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001502226,0.000009235323,0.08683344,0.000006907385,0.00002141864,0.000001136993,0.8455563,0.000001856019,0.000002133493,0.04893712,0.01799642,0.000619024],"study_design_scores_gemma":[0.0002763625,0.0001100308,0.073191,0.000002866458,0.00001151815,2.492039e-7,0.6833155,0.0001290564,0.000007546165,0.2024761,0.04038838,0.00009140275],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891081,0.0004378959,0.0003509735,0.008207354,0.000305939,0.0004219846,0.000005956364,0.00004211277,0.001119675],"genre_scores_gemma":[0.9963059,0.000849916,0.0003272449,0.0003638463,0.0002952179,0.00006943099,0.000007394152,0.000006491775,0.001774544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1622408,"threshold_uncertainty_score":0.9997334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281976787","doi":"10.3389/fsoc.2022.807591","title":"A Change in Work-Family/Life or a Return to Traditional Normative Patterns in Spain? Systematic Review","year":2022,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Frontiers Foundation; Ministerio de Ciencia, Innovación y Universidades","keywords":"Operationalization; Sociology; Normative; Family life; Narrative; Legislature; Work (physics); Political science; Public relations; Gender studies; Law","authors":[{"name":"Almudena Morero-Mínguez","is_ca":false},{"name":"Marta Ortega Gaspar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1668838384029273,"gpt":0.3704360452488182,"spread":0.2035522068458909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005753285,0.0005895782,0.005249053,0.0008792735,0.0001517545,0.00002109492,0.001353983,0.0008371126,0.0006169718],"category_scores_gemma":[0.002312153,0.0005161311,0.0004321505,0.00186015,0.0005012011,0.0001820941,0.0002174301,0.001783773,0.00005134755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003568259,"about_ca_system_score_gemma":0.001025656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110396,"about_ca_topic_score_gemma":0.003118726,"domain_scores_codex":[0.9865375,0.00917539,0.001801982,0.0008390815,0.0006058168,0.001040227],"domain_scores_gemma":[0.9966775,0.001787942,0.0008055217,0.0004816497,0.00003666618,0.0002107846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004288289,0.0003157031,0.01055222,0.7361427,0.000250453,0.0003289192,0.1823046,0.000001042391,1.63663e-9,0.0003657159,0.03036461,0.03933118],"study_design_scores_gemma":[0.0004536579,0.000120787,0.002002237,0.5885791,0.0002972601,0.000006681212,0.04706087,0.000001347391,3.386719e-10,0.0005447236,0.3599279,0.001005459],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000775619,0.9883287,0.00002737681,0.0009473224,0.002132402,0.007325885,0.0001628249,0.00005863719,0.0009393238],"genre_scores_gemma":[0.0001048942,0.9830764,0.0002800362,0.002908745,0.0004133374,0.01279878,0.0001885843,0.00006144089,0.0001678053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3295633,"threshold_uncertainty_score":0.999729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323045304","doi":"10.3389/fsoc.2023.1082177","title":"Exclusion by design: The undocumented 1.5 generation in the U.S","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Frontiers Foundation","keywords":"Deportation; Government (linguistics); Immigration; Political science; Public administration; Higher education; Public relations; Economic growth; Sociology; Law","authors":[{"name":"Linda E. Sanchez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04890701399680267,"gpt":0.349213006081831,"spread":0.3003059920850283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00160875,0.0000899836,0.0001409711,0.0001014079,0.0001824418,0.000008157366,0.0002412927,0.0001936349,0.0001350968],"category_scores_gemma":[0.00006250884,0.00005631865,0.00003012015,0.0003262974,0.0002030279,0.00003574172,0.00001886949,0.0002857806,0.0001383557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006723897,"about_ca_system_score_gemma":0.00003430419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002491557,"about_ca_topic_score_gemma":0.0002103787,"domain_scores_codex":[0.9975325,0.001548409,0.0002597537,0.0002181109,0.00009414525,0.0003470861],"domain_scores_gemma":[0.9994059,0.0002529596,0.00006290226,0.0002420323,0.00001405095,0.00002210584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004085023,0.00003572792,0.01551847,0.000002787913,0.00001015247,0.000006596111,0.05526216,0.00008136379,0.00005963149,0.002115157,0.9238803,0.002986741],"study_design_scores_gemma":[0.006757861,0.000740524,0.3812241,0.00002110399,0.00004346939,0.00002681328,0.1456226,0.02020915,0.00009955772,0.09226329,0.3523584,0.0006331042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436677,0.005255198,0.02451428,0.0202134,0.003793897,0.001024722,0.00001048301,0.00006831936,0.001451974],"genre_scores_gemma":[0.9930283,0.0005279823,0.0003794759,0.004070956,0.0002393394,0.0003431792,0.000191325,0.00001246978,0.001206964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5715219,"threshold_uncertainty_score":0.2296608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388721780","doi":"10.3389/fsoc.2023.1281912","title":"Distress in the care of people with chronic low back pain: insights from an ethnographic study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Distress; Ethnography; Embodied cognition; Assemblage (archaeology); Reflexivity; Affect (linguistics); Psychology; Health care; Sociology; Psychotherapist; Epistemology; Social science; History; Anthropology; Communication","authors":[{"name":"Miriam Dillon","is_ca":false},{"name":"Rebecca E. Olson","is_ca":false},{"name":"Stefanie Plage","is_ca":false},{"name":"Maxi Miciak","is_ca":true},{"name":"Peter Window","is_ca":false},{"name":"Matthew Stewart","is_ca":false},{"name":"Anja Christoffersen","is_ca":false},{"name":"Simon Kilner","is_ca":false},{"name":"Natalie Barthel","is_ca":false},{"name":"Jenny Setchell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00946074680469719,"gpt":0.2800954713307336,"spread":0.2706347245260364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452548,0.0001101023,0.0003585301,0.0001902202,0.00003755115,0.0000023247,0.000138186,0.0001526295,0.00001333442],"category_scores_gemma":[0.00008236664,0.00006660202,0.00005827952,0.0005094429,0.0004847393,0.00003602507,0.00001871716,0.0002827571,0.000003614081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007657512,"about_ca_system_score_gemma":0.00005905611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006068902,"about_ca_topic_score_gemma":0.004031691,"domain_scores_codex":[0.9981309,0.001054107,0.0002321892,0.000252089,0.0001478502,0.0001828786],"domain_scores_gemma":[0.9992691,0.0002734164,0.00006027943,0.0003252724,0.00004013502,0.00003174741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009412449,0.0002205119,0.8207191,0.0002807641,0.00004063887,0.000009111816,0.1765677,0.0000569698,0.00009627724,0.0000202295,0.0005590492,0.001335483],"study_design_scores_gemma":[0.001571911,0.001395455,0.76886,0.00008420525,0.00001295836,1.096005e-7,0.2269967,0.000398307,0.000003018784,0.0005757453,0.00003986741,0.00006168345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969631,0.001185353,0.0001591588,0.0004882581,0.0002217664,0.0008678369,0.000007855487,0.00002026724,0.00008643226],"genre_scores_gemma":[0.9991516,0.00005516566,0.0002083874,0.0001104689,0.00007273141,0.0001015547,0.0002747511,0.00001214299,0.00001316658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05185912,"threshold_uncertainty_score":0.2715952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156423537","doi":"10.3389/fsoc.2021.635986","title":"Troubling Neurobiological Vulnerability: Psychiatric Risk and the Adverse Milieu in Environmental Epigenetics Research","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"Canadian Institutes of Health Research; Wenner-Gren Foundation","keywords":"Vulnerability (computing); Biosocial theory; Psychology; Public health; Psychiatry; Medicine; Social psychology; Computer security","authors":[{"name":"Ângela Marques Filipe","is_ca":true},{"name":"Stephanie Lloyd","is_ca":true},{"name":"Alexandre Larivée","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03751386908450454,"gpt":0.3307528873570152,"spread":0.2932390182725107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002441105,0.0001155525,0.0004238275,0.0001491974,0.0001854415,0.000003479189,0.00009609459,0.0003052215,0.00005654048],"category_scores_gemma":[0.0004544229,0.00008259078,0.00005784805,0.0002162783,0.001814118,0.00001756456,0.0001157923,0.001385168,0.000007015244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188577,"about_ca_system_score_gemma":0.00021818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004602448,"about_ca_topic_score_gemma":0.00005270649,"domain_scores_codex":[0.9967198,0.001859299,0.0003756584,0.0004359721,0.0001341408,0.0004751106],"domain_scores_gemma":[0.9992014,0.0003932718,0.00005507501,0.0002414114,0.0000184606,0.00009036935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004129381,0.0001492724,0.9901534,0.00002678584,0.00001854429,0.00004136244,0.003191824,0.000008412379,0.00007525941,0.001913177,0.001232407,0.002776659],"study_design_scores_gemma":[0.005338037,0.0001998449,0.8950223,0.000009515122,0.00001882188,0.00002587566,0.009997832,0.0003712401,0.00002527475,0.0870359,0.001858252,0.00009708499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814803,0.01164272,0.0002112693,0.005139248,0.0005760217,0.0004108607,0.000008242676,0.000009770333,0.0005215625],"genre_scores_gemma":[0.8396967,0.152289,0.006890201,0.0009089306,0.0001059701,0.00003453092,0.00002307836,0.000009499169,0.0000420775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1417836,"threshold_uncertainty_score":0.6684194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128205815","doi":"10.3389/fsoc.2021.619677","title":"“I’m Going to Stop Myself Before Someone Stops Me”: Complicating Narratives of Volitional Substance Use Treatment","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health; York University","keywords":"Criminalization; Narrative; Feeling; Context (archaeology); Agency (philosophy); Criminology; Psychological intervention; Psychology; Social psychology; Medicine; Sociology; Psychotherapist; Psychiatry","authors":[{"name":"David Frank","is_ca":false},{"name":"Suzan M. Walters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05992128566863479,"gpt":0.3504529501666263,"spread":0.2905316644979914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001773325,0.000197814,0.0007090454,0.0001367912,0.00008687948,0.000004739691,0.0001036127,0.0001816461,0.00005755779],"category_scores_gemma":[0.0002531208,0.0001878821,0.00009920938,0.0002390746,0.000490141,0.00008059906,0.00004125864,0.0002612153,0.00002006202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005452576,"about_ca_system_score_gemma":0.0002549206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001479949,"about_ca_topic_score_gemma":0.0001006434,"domain_scores_codex":[0.9983084,0.0002360784,0.0004429427,0.0004437907,0.0001722474,0.0003964975],"domain_scores_gemma":[0.9990237,0.0001573239,0.0001385901,0.0003589416,0.0001810656,0.0001403499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002233346,0.0004779854,0.4294314,0.00007153267,0.0002810246,0.0001043996,0.5475836,0.00009239345,0.008055303,0.004285799,0.005422911,0.003970241],"study_design_scores_gemma":[0.004986302,0.001590907,0.2335887,0.0003140033,0.0001220531,0.00008317931,0.7316023,0.0005313242,0.003578616,0.01177698,0.01134312,0.0004825405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899239,0.001103596,0.005493479,0.002003284,0.0004060642,0.0003594835,0.00007971223,0.00003947089,0.0005910284],"genre_scores_gemma":[0.9057812,0.00005893588,0.09072986,0.0004461074,0.000148615,0.00008365186,0.0002006112,0.00002947046,0.002521553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958427,"threshold_uncertainty_score":0.7661608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177050484","doi":"10.3389/fsoc.2021.649946","title":"Beyond Indicators and Success Stories: An Emerging Method to Assess Social Learning in Large-Scale Transdisciplinary Research Programs","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Social learning; Scale (ratio); Context (archaeology); Process (computing); Adaptation (eye); Sustainability; Psychological resilience; Learning sciences; Knowledge management; Sociology; Management science; Computer science; Experiential learning; Psychology; Engineering; Social psychology; Ecology; Pedagogy","authors":[{"name":"Ying-Syuan Huang","is_ca":true},{"name":"Blane Harvey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05793290387514795,"gpt":0.4029347042999355,"spread":0.3450018004247876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003084667,0.0001250044,0.0003018252,0.0001134839,0.0003921473,0.00002460198,0.0002505289,0.0002581576,0.0001620647],"category_scores_gemma":[0.0001205302,0.0001389211,0.00003473174,0.0008693705,0.0007654771,0.0002369358,0.0003711656,0.0007518758,0.000002982306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006777276,"about_ca_system_score_gemma":0.00005727161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001418082,"about_ca_topic_score_gemma":0.002101013,"domain_scores_codex":[0.9966882,0.001461693,0.0002294914,0.0006150144,0.0002744087,0.0007311867],"domain_scores_gemma":[0.9995666,0.0001179733,0.00004979864,0.0001387481,0.00001906959,0.000107816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003974067,0.0001333901,0.6123538,0.00002595583,0.000004025097,0.00003870016,0.3764071,0.0001350119,0.0001226163,0.00009837795,0.0001953323,0.01044592],"study_design_scores_gemma":[0.0003572378,0.0001131467,0.3837554,0.00000838136,0.000003297304,0.000001924569,0.6062402,0.0003556651,0.00006506334,0.005741144,0.003211437,0.000147182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941063,0.0002762392,0.002777196,0.001607802,0.0002125937,0.0002564421,0.000006456864,0.00002310638,0.0007338739],"genre_scores_gemma":[0.9847962,0.00006313506,0.01452226,0.000121504,0.00006948528,0.000140296,0.00002703216,0.00001816859,0.0002419038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298331,"threshold_uncertainty_score":0.5665038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405652923","doi":"10.3389/fsoc.2024.1466984","title":"Myths and misconceptions of intimate partner violence among sexual and gender minorities: a qualitative exploration","year":2024,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Alberta Children's Hospital; University of Lethbridge; University of Calgary","funders":"","keywords":"Mythology; Qualitative research; Domestic violence; Criminology; Psychology; Sociology; Social psychology; Gender studies; Human factors and ergonomics; Poison control; Social science; Medicine; History; Environmental health","authors":[{"name":"Stefan Kurbatfinski","is_ca":true},{"name":"Nicole Letourneau","is_ca":true},{"name":"Susanne Marshall","is_ca":true},{"name":"Dawn Lorraine McBride","is_ca":true},{"name":"Jason Novick","is_ca":true},{"name":"Keira Griggs","is_ca":true},{"name":"Arielle Perrotta","is_ca":true},{"name":"Carrie M. McManus","is_ca":false},{"name":"Kendra Nixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06458779681466645,"gpt":0.3917651906571024,"spread":0.3271773938424359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008121787,0.00009925411,0.0002167868,0.0001153741,0.0001576737,0.00002720685,0.00008161819,0.0001683159,0.0000228213],"category_scores_gemma":[0.00009772522,0.0000977227,0.00002342041,0.0001123246,0.003757605,0.0003648789,0.0000377485,0.0001612652,0.0000034921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005221416,"about_ca_system_score_gemma":0.00008000596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003921325,"about_ca_topic_score_gemma":0.00003995086,"domain_scores_codex":[0.9986274,0.0005097659,0.0002340924,0.0002716574,0.0001068347,0.000250308],"domain_scores_gemma":[0.9995645,0.0002158522,0.00004914677,0.00007019761,0.00004861845,0.00005172802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001372722,0.00001670229,0.02235402,0.0001166072,0.00003613494,0.000004692934,0.862318,0.000008392324,0.0001114493,0.108243,0.002667359,0.004109951],"study_design_scores_gemma":[0.0001717348,0.0000638469,0.01339627,0.00008102474,0.00002530688,6.967558e-7,0.8249648,0.001348397,0.00002009533,0.1592111,0.0005487033,0.000168064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966576,0.007440938,0.01620608,0.0001496035,0.0008639285,0.0002461242,0.00002417825,0.00005235647,0.008440752],"genre_scores_gemma":[0.994966,0.001828729,0.002763036,0.00006054692,0.00007994001,0.0000564066,0.000008609417,0.000007328371,0.0002294167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05096808,"threshold_uncertainty_score":0.9989536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362467432","doi":"10.3389/fsoc.2023.1183572","title":"Editorial: Socio-gerontechnology—New perspectives on the digital transformation of later life","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Sociology","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"Vienna Science and Technology Fund","keywords":"Gerontechnology; Sociology; Social science; Front (military); Media studies; Political science; Gerontology; Engineering ethics; Environmental ethics; Medicine; Engineering; Philosophy; Demography","authors":[{"name":"Vera Gallistl","is_ca":false},{"name":"Stephen Katz","is_ca":true},{"name":"Franz Kolland","is_ca":false},{"name":"Alexander Peine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01239927229797446,"gpt":0.2778409447612455,"spread":0.2654416724632711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001441424,0.0003796346,0.0008837788,0.0005114116,0.00034505,0.00003908537,0.001475913,0.005915123,0.00003408487],"category_scores_gemma":[0.01136341,0.0003163167,0.0002772833,0.000437423,0.005648189,0.0002123625,0.0001169043,0.002707467,0.00009465354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007489868,"about_ca_system_score_gemma":0.001465149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000448664,"about_ca_topic_score_gemma":0.0002862435,"domain_scores_codex":[0.9966379,0.000465609,0.0006564093,0.0006242649,0.0008263225,0.0007894699],"domain_scores_gemma":[0.996441,0.002269985,0.0004585309,0.0004996066,0.0002397046,0.00009114475],"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":[0.00007043478,0.00004469635,0.0002223376,0.00001631107,0.0001491541,0.000001681139,0.1018991,0.000001684588,0.000001212762,0.0058593,0.8909141,0.0008199547],"study_design_scores_gemma":[0.0005643083,0.0001363645,0.00002993536,0.00005787438,0.00002981353,4.206447e-8,0.1579588,0.000001802079,0.000004671941,0.0244511,0.8165195,0.0002457877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001933391,0.0006795726,0.0002402739,0.01253079,0.9813942,0.0006585364,0.0002170032,0.0005741101,0.001772103],"genre_scores_gemma":[0.02208743,0.002647938,0.0001443736,0.00004140292,0.9736041,0.0001157466,0.0001287468,0.00007793706,0.001152303],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07439458,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303962356","doi":"10.3389/fsoc.2022.1007836","title":"Ambient ageism: Exploring ageism in acoustic representations of older adults in AgeTech advertisements","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Trent University","funders":"","keywords":"Narrative; Semiotics; Sociology; Healthy ageing; Construct (python library); Advertising; Ageing; Psychology; Gender studies; Aesthetics; Media studies; Art; Business; Medicine; Linguistics; Computer science","authors":[{"name":"Megan E. Graham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02256319098545173,"gpt":0.2921873310659494,"spread":0.2696241400804977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008968639,0.0001390755,0.0004068025,0.0007790769,0.0002198714,0.000004053788,0.0005956878,0.0002220519,0.000111456],"category_scores_gemma":[0.0004935151,0.0001800623,0.00006670128,0.0008803165,0.0009429656,0.0001864019,0.0003196208,0.0007187061,0.000003410095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000910855,"about_ca_system_score_gemma":0.0001560485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005774379,"about_ca_topic_score_gemma":0.004880248,"domain_scores_codex":[0.997112,0.0008171042,0.0005738645,0.0004911071,0.0003091708,0.0006967854],"domain_scores_gemma":[0.9992809,0.0001481072,0.0001798631,0.0003044832,0.00003158235,0.00005501352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007373753,0.0004055423,0.700855,0.00002733435,0.00002656008,0.0001796006,0.2837769,0.001776935,0.0002333542,0.0008452742,0.003139399,0.008660402],"study_design_scores_gemma":[0.002996739,0.0001001827,0.6560935,0.00009085345,0.00001273136,0.000001454082,0.3274598,0.0006346136,0.0001282988,0.01078932,0.001411951,0.000280438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941453,0.0006547277,0.000942954,0.001171074,0.001644609,0.0007289661,0.00001506667,0.00007995751,0.0006173239],"genre_scores_gemma":[0.996483,0.0004295986,0.001785846,0.0001458539,0.00002700599,0.0008918456,0.00001603693,0.0000174847,0.0002033715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0447614,"threshold_uncertainty_score":0.8729173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166102534","doi":"10.3389/fsoc.2021.683501","title":"In-Law Relationships in Evolutionary Perspective: The Good, the Bad, and the Ugly","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; National Science Foundation","keywords":"Inclusive fitness; Daughter; Brother; Autonomy; Nepotism; Sociology; Law; Kinship; Kin selection; Altruism (biology); Social psychology; Psychology; Political science","authors":[{"name":"Martin Daly","is_ca":true},{"name":"Gretchen Perry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02846220817241507,"gpt":0.3252422758189575,"spread":0.2967800676465425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001933889,0.0001466997,0.0002701866,0.00009418467,0.0004812503,0.000007854828,0.000338347,0.0004019362,0.0004218099],"category_scores_gemma":[0.0002063299,0.00008949608,0.00007660656,0.0002596683,0.006333546,0.00008615132,0.00009320017,0.001606927,0.00005755671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131206,"about_ca_system_score_gemma":0.0000706798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002681448,"about_ca_topic_score_gemma":0.001028308,"domain_scores_codex":[0.9943781,0.004399441,0.0003432408,0.0004265402,0.00008293888,0.000369714],"domain_scores_gemma":[0.997981,0.001381699,0.0000852579,0.0004796885,0.00004930165,0.00002311958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001981599,0.00009751684,0.3222607,8.272345e-7,0.00002815659,0.00004414247,0.03048,0.00001088644,0.000001537883,0.6139833,0.03285473,0.00003997672],"study_design_scores_gemma":[0.001702272,0.00001867407,0.6505024,0.000004503573,0.00001665321,0.0000811939,0.05086163,0.00002429118,1.159669e-7,0.2878618,0.008850739,0.00007565037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7409307,0.06403188,0.0003263347,0.1122879,0.005540182,0.0008838227,0.00002157212,0.00003229303,0.07594535],"genre_scores_gemma":[0.9917166,0.0002204773,0.0002529804,0.003191167,0.0001821959,0.0002900801,0.00001117204,0.00001347268,0.004121877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3282418,"threshold_uncertainty_score":0.9963707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403202014","doi":"10.3389/fsoc.2024.1420124","title":"The continuum of gender-based violence experienced by migrant and refugee women in Canada: perspectives from key informants","year":2024,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Windsor; Dalhousie University; University of New Brunswick; University of Guelph; Saint Mary's University","funders":"Canadian Institutes of Health Research","keywords":"Refugee; Intersectionality; Immigration; Gender studies; Sexual violence; Conceptualization; Sociology; Domestic violence; Vulnerability (computing); Population; Poison control; Criminology; Suicide prevention; Psychology; Political science; Medicine; Demography; Environmental health","authors":[{"name":"Mia Sisic","is_ca":true},{"name":"Evangelia Tastsoglou","is_ca":true},{"name":"Myrna Dawson","is_ca":true},{"name":"Catherine Holtmann","is_ca":true},{"name":"Lori Wilkinson","is_ca":true},{"name":"Chantelle Falconer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01055428320571092,"gpt":0.2744752285506236,"spread":0.2639209453449127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006879858,0.0001047676,0.0002517449,0.00005830034,0.0001641617,0.00001970742,0.0002794998,0.0001130846,0.00001788282],"category_scores_gemma":[0.0001227233,0.00008335419,0.00002545882,0.0001571627,0.001718695,0.0001034735,0.00003479255,0.000214199,0.000001009387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008128511,"about_ca_system_score_gemma":0.001134572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4654313,"about_ca_topic_score_gemma":0.2376915,"domain_scores_codex":[0.998549,0.0002525112,0.0002689383,0.0002418177,0.0001728713,0.0005148667],"domain_scores_gemma":[0.9994375,0.0002922908,0.00005745255,0.0001122556,0.00003368096,0.00006688949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000117519,0.00002605717,0.2146012,0.00002320351,0.00004104068,0.00001815684,0.7585599,0.000008421339,0.0004292155,0.003989127,0.01378981,0.008396364],"study_design_scores_gemma":[0.0003969322,0.0000420188,0.09906393,0.00009567533,0.000004875099,1.897154e-7,0.870143,0.001340479,0.0001348573,0.008796357,0.01978103,0.0002006597],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798994,0.0168693,0.0001819528,0.0001488249,0.0008895952,0.0001565566,0.00004163391,0.00001458461,0.001798142],"genre_scores_gemma":[0.9970981,0.00245186,0.0001810807,0.000118131,0.00003300164,0.00006273665,0.000003759716,0.000005590614,0.00004573601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277398,"threshold_uncertainty_score":0.7762186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209346120","doi":"10.3389/fsoc.2021.728024","title":"Transformative Frames for Climate Threat in the Anthropocene","year":2021,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Anthropocene; Transformative learning; Climate change; Environmental ethics; Argument (complex analysis); Context (archaeology); Sociology; Political science; Climate justice; Environmental resource management; History; Ecology; Environmental science; Archaeology; Philosophy","authors":[{"name":"Margot Hurlbert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5484914870021216,"gpt":0.5529051930046273,"spread":0.00441370600250568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876559,0.0001803356,0.001012403,0.0001403953,0.0003789456,0.00002721921,0.0006073222,0.0006856702,0.0001778085],"category_scores_gemma":[0.0001669051,0.0001346384,0.0003157994,0.0002878125,0.001270582,0.00008160505,0.00003593996,0.0005249643,0.00001013736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512255,"about_ca_system_score_gemma":0.0001978261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321978,"about_ca_topic_score_gemma":0.0007485791,"domain_scores_codex":[0.9965661,0.002262264,0.0004385773,0.0002220544,0.0001052168,0.0004057421],"domain_scores_gemma":[0.9987327,0.0007668962,0.0001647063,0.0002681044,0.00004156855,0.00002605411],"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":[0.000003995498,0.0000508721,0.0001970302,0.00105308,0.00002235145,0.000001416816,0.1570912,1.547832e-7,4.218562e-9,0.006087846,0.006223653,0.8292684],"study_design_scores_gemma":[0.0001411999,0.00001720664,0.00002187845,0.0008308844,0.00005197307,7.874627e-7,0.101977,0.00000433171,5.659669e-9,0.002993312,0.893829,0.0001324632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001353567,0.9876916,0.000487721,0.001828584,0.0009667572,0.001125647,0.0001236121,0.00001851678,0.007744014],"genre_scores_gemma":[0.00003278278,0.9973213,0.0009133983,0.0003118697,0.0001727758,0.0005847467,0.0006140735,0.00001536531,0.00003367425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8876054,"threshold_uncertainty_score":0.5490395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316363514","doi":"10.3389/fsoc.2022.1123319","title":"Editorial: Men, mental health, and suicide","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Sociology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Human sexuality; Mental health; Gender studies; Front (military); Sociology; Political science; Criminology; Media studies; Psychology; Psychiatry; Engineering","authors":[{"name":"Anne Cleary","is_ca":false},{"name":"Derek M. Griffith","is_ca":false},{"name":"John Oliffe","is_ca":true},{"name":"Simon Rice","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0209653951350655,"gpt":0.3463751654750435,"spread":0.325409770339978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00117712,0.0005059316,0.001484323,0.0003650888,0.0002615132,0.00001711957,0.0004114348,0.002508252,0.00007392463],"category_scores_gemma":[0.0008599503,0.0005143907,0.0001546182,0.0001713715,0.001040369,0.00004650175,0.0002578773,0.001865015,0.0002021442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432003,"about_ca_system_score_gemma":0.0003469754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434743,"about_ca_topic_score_gemma":0.0001468887,"domain_scores_codex":[0.9959906,0.0007682607,0.000731991,0.001008048,0.0004078439,0.00109324],"domain_scores_gemma":[0.9974742,0.001481198,0.0003550369,0.0004123303,0.000089736,0.0001875181],"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":[0.0002598611,0.00004454972,0.004315713,0.00005458264,0.0004864176,0.00002200615,0.0256237,1.032212e-7,5.355859e-7,0.00008361835,0.9685057,0.0006031913],"study_design_scores_gemma":[0.001693392,0.0003402524,0.0002427424,0.00001933085,0.00003105138,8.86387e-7,0.02332395,0.000001177917,1.185128e-7,0.003311209,0.9706448,0.0003910388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001609231,0.02400319,0.00002136966,0.001561719,0.9714159,0.0004512646,0.0003768996,0.0002005435,0.001808231],"genre_scores_gemma":[0.00001626046,0.009330749,0.0002338746,0.0002995319,0.9835622,0.0002471729,0.00110715,0.0001232174,0.005079871],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01467244,"threshold_uncertainty_score":0.9997308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391648226","doi":"10.3389/fsoc.2024.1303295","title":"Alignment and specifics of Brazilian health agencies in relation to the international premises for the implementation of digital health in primary health care: a rhetorical analysis","year":2024,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Digital health; Telehealth; Public relations; International health; Telemedicine; Context (archaeology); Health care; Health policy; HRHIS; Global health; Sociology; Political science; Law; Geography","authors":[{"name":"Aguinaldo José de Araújo","is_ca":false},{"name":"Ísis de Siqueira Silva","is_ca":false},{"name":"Renan Cabral de Figueirêdo","is_ca":false},{"name":"Rayssa Horácio Lopes","is_ca":false},{"name":"Cícera Renata Diniz Vieira Silva","is_ca":false},{"name":"Osvaldo de Góes Bay","is_ca":false},{"name":"Richard Lester","is_ca":true},{"name":"Severina Alice da Costa Uchôa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02859320136275053,"gpt":0.382503635407573,"spread":0.3539104340448225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113022,0.00008216862,0.0004072075,0.0003973209,0.00004379326,0.000006026075,0.00007540328,0.00004121423,0.00000810033],"category_scores_gemma":[0.00005532349,0.00005754318,0.0000538496,0.0004514688,0.000100825,0.00005948959,0.00002984536,0.0001366167,1.173047e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467849,"about_ca_system_score_gemma":0.000776983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011692,"about_ca_topic_score_gemma":0.001697879,"domain_scores_codex":[0.998443,0.0001172682,0.0008211706,0.0002101584,0.0001801312,0.0002282937],"domain_scores_gemma":[0.999343,0.0002403703,0.000212555,0.0001129406,0.00003629156,0.00005478554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002000011,0.00005084267,0.6706658,0.0004974472,0.0001914169,8.494631e-7,0.1104439,0.00009681738,0.000008954021,0.0009376772,0.04400546,0.1729008],"study_design_scores_gemma":[0.001460838,0.001022185,0.8835643,0.00007395563,0.00004061046,0.000002148332,0.09223613,0.0006303563,0.000009799009,0.0005860251,0.02032015,0.00005352254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6440353,0.020426,0.04673801,0.2834171,0.00116609,0.003729754,0.0004103038,0.00001820226,0.0000591893],"genre_scores_gemma":[0.9912876,0.001936881,0.0029767,0.003033096,0.00009239738,0.000101669,0.00054955,0.00000802781,0.00001405759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472523,"threshold_uncertainty_score":0.3838373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315784175","doi":"10.3389/fsoc.2022.1056277","title":"Imposing calculations: The visibility and invisibility of harm in the Mackenzie Gas Project environmental assessment","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Mining and Resource Management","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Harm; Invisibility; Indigenous; Environmental ethics; Scope (computer science); Ethnography; Sociology; Work (physics); Settlement (finance); Environmental impact assessment; Political science; Law; Ecology; Economics; Engineering; Anthropology","authors":[{"name":"Carly Dokis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725703499800132,"gpt":0.2759721562128398,"spread":0.2587151212148385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215519,0.00008218517,0.0001500775,0.00008313769,0.00005558003,0.000006342278,0.0001375435,0.00007066991,0.000004450256],"category_scores_gemma":[0.00002484909,0.00005270192,0.00003283835,0.0001370326,0.0003779189,0.0000203646,0.00006701263,0.0002197907,7.690285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124872,"about_ca_system_score_gemma":0.000008519391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005139216,"about_ca_topic_score_gemma":0.000009884974,"domain_scores_codex":[0.9990902,0.0002642363,0.0002257656,0.0001549275,0.00008592914,0.000178946],"domain_scores_gemma":[0.9995984,0.0001425133,0.00002899436,0.0002188919,0.000001918871,0.000009269827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001301751,0.00006431252,0.9257934,0.0001051336,0.00006415167,0.000007432337,0.04483263,0.01352284,0.0002823234,0.0002926572,0.006251608,0.008770486],"study_design_scores_gemma":[0.0003543136,0.00003532513,0.8334154,0.00001309861,0.00001370387,0.000001134583,0.03723947,0.1252439,0.00001936475,0.001771162,0.001802836,0.00009020648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973492,0.0004870461,0.0007623293,0.0003243145,0.0001799837,0.0003692902,0.00001150041,0.00002926369,0.0004870687],"genre_scores_gemma":[0.9989394,0.0001820872,0.0007214401,0.00004787,0.00001925288,0.00005052348,0.00002043378,0.000007292333,0.00001170125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1117211,"threshold_uncertainty_score":0.2149122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3208502978","doi":"10.3389/fsoc.2021.655880","title":"Do Polarization Narratives Apply to Politics on the Periphery? The Case of Atlantic Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Narrative; Political science; Sociology; Law; Philosophy","authors":[{"name":"Rachel McLay","is_ca":true},{"name":"Howard Ramos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0259795987641618,"gpt":0.3137926077402527,"spread":0.287813008976091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003954997,0.00005389851,0.0001297801,0.0000149971,0.0003342248,0.00001174277,0.0001032868,0.00007758493,0.0000538901],"category_scores_gemma":[0.0005279414,0.00003455564,0.00002505392,0.0001753042,0.0004167153,0.00001968245,0.00001512649,0.0001189107,0.000001663121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132747,"about_ca_system_score_gemma":0.0005582668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6233712,"about_ca_topic_score_gemma":0.6976535,"domain_scores_codex":[0.9984136,0.0009560703,0.0001636204,0.0001073474,0.0001012485,0.0002580764],"domain_scores_gemma":[0.999404,0.0002913505,0.00004828767,0.0001185237,0.00008426375,0.00005359574],"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":[0.000004473932,0.00001771466,0.1304479,0.000006471064,0.00001884898,0.00003648915,0.06256203,0.00004055004,0.00007652893,0.7883985,0.01821098,0.0001795158],"study_design_scores_gemma":[0.0003393081,0.0001752706,0.05151076,0.00005784474,0.00003219503,0.00002022617,0.6681525,0.0002191205,0.0002984477,0.1334327,0.1454335,0.00032817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679395,0.000146445,0.0004271643,0.02791287,0.0006549502,0.0001822545,0.000008924702,0.000004437843,0.002723434],"genre_scores_gemma":[0.9977007,0.000002742362,0.00008817054,0.001541839,0.0001687928,0.0000192502,0.000003642666,0.000003853318,0.0004709889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6549658,"threshold_uncertainty_score":0.3791367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014849329","doi":"10.3389/fsoc.2020.00018","title":"New Machine, Old Cough: Technology and Tuberculosis in Patna","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reputation; Government (linguistics); Business; Biomedicine; Work (physics); Public relations; Private sector; GeneXpert MTB/RIF; Health technology; Service provider; Health care; Medicine; Marketing; Tuberculosis; Economic growth; Economics; Engineering; Political science; Service (business); Law","authors":[{"name":"Vaibhav Saria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01860289700912719,"gpt":0.2959948586576598,"spread":0.2773919616485326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000358213,0.0001898898,0.0008436471,0.0005001042,0.00003368171,0.000003039637,0.0001611203,0.0006296193,0.0001088625],"category_scores_gemma":[0.001183402,0.000171704,0.0000667225,0.0005418285,0.0006590468,0.00004875152,0.0001398769,0.0009971908,0.0000324464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130775,"about_ca_system_score_gemma":0.0001228648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004025158,"about_ca_topic_score_gemma":0.0000776267,"domain_scores_codex":[0.9980834,0.0002425808,0.0004096416,0.0005218467,0.00009527263,0.0006472703],"domain_scores_gemma":[0.9992595,0.000141393,0.00005192913,0.0002112198,0.00002560263,0.0003104109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002896765,0.00003708086,0.903583,0.00004522718,0.00006759029,0.0001525195,0.001199081,0.000006908348,0.0004946407,0.001617057,0.07546787,0.01703935],"study_design_scores_gemma":[0.01165428,0.002298428,0.8395452,0.0001069675,0.00009715105,0.0002069592,0.005679167,0.01136641,0.000332352,0.04235282,0.08566516,0.0006950948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.807659,0.01154463,0.002004374,0.1762962,0.0002808876,0.0004475754,0.00001172289,0.0000912638,0.001664371],"genre_scores_gemma":[0.9693315,0.003305072,0.01524518,0.01149206,0.0001957633,0.00004681189,0.0000367932,0.00002886499,0.0003179464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648041,"threshold_uncertainty_score":0.7001886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391531345","doi":"10.3389/fsoc.2024.1331315","title":"Preserving the self with artificial intelligence using VIPCare—a virtual interaction program for dementia caregivers","year":2024,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Cleveland State University; Alzheimer's Association","keywords":"Dementia; Psychology; Affect (linguistics); Independent living; Mental health; Cognition; Applied psychology; Gerontology; Disease; Medicine; Psychiatry","authors":[{"name":"Linda E. Francis","is_ca":false},{"name":"Moojan Ghafurian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06306788455770704,"gpt":0.3998524599440454,"spread":0.3367845753863384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857153,0.0001507137,0.0001965245,0.0001461577,0.0001917634,0.00006399934,0.0002262011,0.0002096215,0.0003044633],"category_scores_gemma":[0.00004185919,0.0001173105,0.0001115634,0.0001895657,0.0003335491,0.0001465634,0.00004229734,0.0004326314,0.00002745309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250821,"about_ca_system_score_gemma":0.00008198764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001887408,"about_ca_topic_score_gemma":0.0001272438,"domain_scores_codex":[0.9986831,0.0002309279,0.0002685681,0.0003728075,0.00008798639,0.0003566177],"domain_scores_gemma":[0.9993631,0.0002816479,0.00008212082,0.0001717684,0.00006580408,0.00003555957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001799655,0.0005795932,0.009675173,0.0001043673,0.003684984,0.00008252342,0.3444287,0.002444329,0.0002124853,0.1463783,0.1040894,0.3865204],"study_design_scores_gemma":[0.0005185413,0.001495245,0.001223665,0.0001645144,0.0004974456,0.00005793474,0.7184948,0.0696001,0.0001696766,0.02634331,0.1808035,0.0006312371],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3371168,0.002386132,0.6124926,0.002969525,0.03723725,0.002284173,0.00002389966,0.0005994557,0.004890212],"genre_scores_gemma":[0.9899315,0.00002125966,0.008506951,0.0001958452,0.0006032207,0.0003955314,0.00002027071,0.0000355078,0.0002899743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6528147,"threshold_uncertainty_score":0.4783784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407419766","doi":"10.3389/fsoc.2025.1541039","title":"Factors affecting the risk of gender-based violence among 2SLGBTQIA+ adolescents and youth: a scoping review of climate change-related vulnerabilities","year":2025,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Dalhousie University","funders":"Canada Research Chairs","keywords":"Scopus; Vulnerability (computing); Stressor; Psychology; Environmental health; Gerontology; Medicine; Political science; MEDLINE; Clinical psychology","authors":[{"name":"Szymon Parzniewski","is_ca":true},{"name":"Xing Luo","is_ca":true},{"name":"Siyu Ru","is_ca":true},{"name":"Nevcihan Ozbilge","is_ca":true},{"name":"Kyle Breen","is_ca":false},{"name":"Haorui Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07823983231400881,"gpt":0.3776651078622001,"spread":0.2994252755481913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003704729,0.0003954859,0.002468108,0.0002442922,0.0003904057,0.00001077769,0.0005964906,0.0006485942,0.0000114205],"category_scores_gemma":[0.001637797,0.0002785521,0.0004968584,0.0004990104,0.003525854,0.00008943216,0.0001681374,0.0008039259,6.647309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583493,"about_ca_system_score_gemma":0.0004626332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009221146,"about_ca_topic_score_gemma":0.00003838139,"domain_scores_codex":[0.9931306,0.004376039,0.001149579,0.0005017921,0.0002528997,0.0005891118],"domain_scores_gemma":[0.9970092,0.001137566,0.001317833,0.0003634697,0.0001132496,0.00005874325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001111808,0.0000780475,0.1752515,0.5057528,0.0002071895,0.000001539181,0.05350611,0.000003945792,3.217679e-8,0.0007324253,0.00004749101,0.2644078],"study_design_scores_gemma":[0.0001803391,0.00003990715,0.004580329,0.9702662,0.0009452776,1.380834e-7,0.02301501,0.00001358233,4.71481e-7,0.0004616866,0.000159789,0.0003373295],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001660683,0.9931042,0.0001060109,0.00000439817,0.001258867,0.002505894,0.0001901987,0.00003155141,0.001138209],"genre_scores_gemma":[0.01662959,0.9830061,0.00009474352,0.0000479204,0.00005114389,0.0001063494,0.00004038004,0.00002011771,0.000003657099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4645134,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396857435","doi":"10.3389/fsoc.2024.1304075","title":"“Proud, brave, and tough”: women in the Canadian combat arms","year":2024,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Armed Forces; Department of National Defence","funders":"","keywords":"Political science; Environmental ethics; Sociology; Criminology; Philosophy","authors":[{"name":"Emalie Hendel","is_ca":true},{"name":"Kate Hill MacEachern","is_ca":false},{"name":"Alma Haxhiu","is_ca":true},{"name":"Barbara T. Waruszynski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02115805107904384,"gpt":0.2905489485148282,"spread":0.2693908974357843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314653,0.00007856559,0.0001578565,0.0001335426,0.0002377905,0.00006904923,0.0002617644,0.0002297921,0.0000602689],"category_scores_gemma":[0.00008732155,0.00006452322,0.00002620414,0.0001941185,0.001008639,0.00006614065,0.00002048386,0.0003353776,0.00001227056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004484459,"about_ca_system_score_gemma":0.0004836702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1828456,"about_ca_topic_score_gemma":0.5884293,"domain_scores_codex":[0.9985587,0.0004260199,0.0001202088,0.0002097317,0.0001035116,0.0005818447],"domain_scores_gemma":[0.9996632,0.0001016818,0.00001403095,0.00009573569,0.00001203121,0.0001133048],"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":[0.000003493353,0.000009091204,0.1100578,0.00001071277,0.00001424285,0.00004462078,0.8215569,8.278658e-7,9.191368e-7,0.03912573,0.02427294,0.004902665],"study_design_scores_gemma":[0.0001604725,0.0000301492,0.04402323,0.000007620358,0.00000374645,0.000001771467,0.3683495,0.00006680139,2.945833e-7,0.1566503,0.4305913,0.000114799],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240409,0.008889975,0.00004043854,0.02014108,0.002588683,0.0003086595,0.00001011817,0.00003306278,0.04394713],"genre_scores_gemma":[0.9964295,0.0005197632,0.00008000353,0.001697377,0.0001937497,0.00004363129,0.00000384747,0.000005964584,0.00102617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4532075,"threshold_uncertainty_score":0.8225959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385852810","doi":"10.3389/fsoc.2023.1235782","title":"Co-creation of educational commons spaces to reverse inequalities: project SMOOTH and the Children's Club","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Horizon 2020; Fundação para a Ciência e a Tecnologia; Universidade do Minho; European Commission; Ministério da Ciência, Tecnologia e Ensino Superior; International Council for Canadian Studies","keywords":"Commons; Disadvantaged; Active citizenship; Action research; Sociology; Equity (law); Public relations; Inequality; Socialization; Participatory action research; Democracy; Social inequality; Citizenship; Political science; Pedagogy; Politics; Social science","authors":[{"name":"Natália Fernandes","is_ca":false},{"name":"Teresa Sarmento","is_ca":false},{"name":"Marlene Barra","is_ca":false},{"name":"Daniela Andrade Vilaverde e Silva","is_ca":false},{"name":"Fernanda Martins","is_ca":false},{"name":"Joana R. Casanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0279699815649909,"gpt":0.3662562662533519,"spread":0.338286284688361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071273,0.00006329692,0.0001851307,0.0001383672,0.0002826406,0.00001435963,0.0001198514,0.00009527599,0.00004185105],"category_scores_gemma":[0.0004153978,0.00004551742,0.00003357991,0.0002767726,0.00153807,0.00006734741,0.00001892604,0.00008942553,0.000007807185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005564226,"about_ca_system_score_gemma":0.0001763962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009336795,"about_ca_topic_score_gemma":0.00259826,"domain_scores_codex":[0.9987181,0.0006411811,0.0001877549,0.0001390733,0.0001244869,0.0001894235],"domain_scores_gemma":[0.9992557,0.0004892507,0.00009049606,0.00009575224,0.00003677397,0.00003206152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006484779,0.0000217573,0.5033079,0.0000063295,0.0000241039,1.020707e-7,0.2179739,0.00002144034,0.000002457874,0.1562323,0.1217809,0.0005638959],"study_design_scores_gemma":[0.001817485,0.0001057226,0.7042115,0.00004486901,0.000038694,5.427314e-7,0.09483812,0.0001526757,0.00001644834,0.1247477,0.07377135,0.0002548373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673173,0.0001426309,0.0001254248,0.02617136,0.0004340197,0.0005711339,0.00004110827,0.00002044359,0.005176547],"genre_scores_gemma":[0.9975109,0.0002117126,0.0003783938,0.0003048267,0.0001981882,0.00007180554,0.00008955222,0.000005252323,0.001229437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2009036,"threshold_uncertainty_score":0.9972601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}