{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":52,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":52,"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":"7fa3dd32c312","filters":{"venue":"Gateways International Journal of Community Research and Engagement"}},"results":[{"id":"W2081344121","doi":"10.5130/ijcre.v7i1.3486","title":"Breathing life into theory: Illustrations of community-based research – Hallmarks, functions and phases","year":2014,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Community Based Research","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Sociology; Democracy; Academic community; Social research; Management science; Public relations; Engineering ethics; Political science; Social science; Engineering; Politics","authors":[{"name":"Joanna Ochocka","is_ca":true},{"name":"Rich Janzen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6795361468120121,"gpt":0.5615123449395514,"spread":0.1180238018724608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06137231,0.0001328264,0.0002808515,0.0008579491,0.005969804,0.00006218736,0.0007762435,0.0001065612,0.0002684471],"category_scores_gemma":[0.002759047,0.0001121965,0.0000562959,0.0002807091,0.0007300766,0.0002439848,0.0007501236,0.006797501,0.000009606613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759493,"about_ca_system_score_gemma":0.0005658042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518021,"about_ca_topic_score_gemma":0.0008608887,"domain_scores_codex":[0.9677948,0.02926374,0.0009232939,0.00008137374,0.00146508,0.0004717057],"domain_scores_gemma":[0.9814293,0.01446281,0.0003375946,0.0004118081,0.002893355,0.0004651528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0119265,0.01510126,0.1271311,0.009275502,0.002049637,0.00002949769,0.3788554,0.0006796381,0.007777074,0.1599377,0.08716924,0.2000674],"study_design_scores_gemma":[0.01203135,0.01330501,0.02494581,0.00564066,0.00007969028,0.00002304893,0.5870728,0.0008357044,0.001391853,0.1920641,0.1621534,0.0004565534],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816278,0.0002790572,0.002530503,0.004172305,0.0004118472,0.0005080136,0.00004838865,0.00001284458,0.01040925],"genre_scores_gemma":[0.9970634,0.0005015651,0.0007640594,0.0009016563,0.0002178527,0.00004869357,0.0001540413,0.0000144322,0.0003342822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2082173,"threshold_uncertainty_score":0.9954938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519754422","doi":"10.5130/ijcre.v9i1.4875","title":"Engaging youth in post-disaster research: Lessons learned from a creative methods approach","year":2016,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada; Royal Roads University; Colorado State University","keywords":"Participatory action research; The arts; Citizen journalism; Public relations; Psychological resilience; Action research; Youth engagement; Reciprocity (cultural anthropology); Sociology; Resilience (materials science); Political science; Psychology; Pedagogy; Social psychology; Social science","authors":[{"name":"Lori Peek","is_ca":false},{"name":"Jennifer Tobin-Gurley","is_ca":false},{"name":"Robin S. Cox","is_ca":true},{"name":"Leila Scannell","is_ca":true},{"name":"Sarah Fletcher","is_ca":true},{"name":"Cheryl Heykoop","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9499925531101757,"gpt":0.7393746885007009,"spread":0.2106178646094748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1726429,0.0001357048,0.0003037531,0.00129187,0.001809675,0.000380277,0.001928527,0.0001094625,0.0003505828],"category_scores_gemma":[0.04210116,0.00009858668,0.00008784734,0.0006030923,0.001941691,0.0007097811,0.001289487,0.004550104,0.00001704355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008896303,"about_ca_system_score_gemma":0.0007903413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007840702,"about_ca_topic_score_gemma":0.001141398,"domain_scores_codex":[0.892872,0.1023208,0.0005621851,0.0001995405,0.003162079,0.0008834169],"domain_scores_gemma":[0.9770005,0.01877322,0.0001561357,0.0003626425,0.003199001,0.0005084681],"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":[0.001536399,0.001318688,0.004455306,0.00001675427,0.0003587073,0.00005783293,0.4754136,0.000008432747,0.01805631,0.01428019,0.0004765883,0.4840212],"study_design_scores_gemma":[0.002415358,0.0008949486,0.01816605,0.0004308003,0.00001489873,0.000002546493,0.8260208,0.00005026278,0.004394438,0.1329059,0.01449701,0.0002069555],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552433,0.0002386653,0.008501394,0.01283854,0.0001836001,0.0002886759,0.00004603771,0.00001405646,0.0226457],"genre_scores_gemma":[0.9841325,0.001717879,0.01329146,0.00006975962,0.0002782842,0.00002906467,0.000005876269,0.00001778427,0.0004574362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4838142,"threshold_uncertainty_score":0.9994898,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2057471842","doi":"10.5130/ijcre.v3i0.1328","title":"A framework for entry: PAR values and engagement strategies in community research","year":2010,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Community Health and Development","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Community Based Research","funders":"","keywords":"Participatory action research; Community engagement; Community-based participatory research; Citizen journalism; Sociology; Action research; Action (physics); Diversity (politics); Public relations; Political science; Pedagogy","authors":[{"name":"Joanna Ochocka","is_ca":true},{"name":"Elin Moorlag","is_ca":true},{"name":"Rich Janzen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4635515733552064,"gpt":0.6045201911721675,"spread":0.1409686178169611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1052861,0.000195933,0.0003931358,0.001152299,0.008880798,0.0002305164,0.001614428,0.0002424909,0.0002096334],"category_scores_gemma":[0.01211535,0.0001731214,0.0000580317,0.0003752421,0.0006889877,0.0003902544,0.002441675,0.03305203,0.00001160226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912467,"about_ca_system_score_gemma":0.001243238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958042,"about_ca_topic_score_gemma":0.004062059,"domain_scores_codex":[0.9671727,0.0291623,0.001080024,0.0001288646,0.001493128,0.0009629492],"domain_scores_gemma":[0.9638555,0.0318458,0.0002749528,0.0006500626,0.00290539,0.0004682893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0056908,0.005413265,0.08821867,0.002457901,0.000681708,0.00006464953,0.5708714,0.00002826148,0.003284003,0.1988552,0.03759578,0.08683833],"study_design_scores_gemma":[0.002658279,0.001237054,0.0949244,0.0008867314,0.000006872128,0.00001222431,0.3380843,0.00004201541,0.0001579226,0.5175072,0.04432308,0.0001599058],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818319,0.0003343021,0.0006314827,0.009921512,0.0008202349,0.001190175,0.00002771774,0.00001929383,0.005223353],"genre_scores_gemma":[0.9856618,0.003071494,0.009994579,0.0005044027,0.0003424997,0.0002056282,0.0000309626,0.00002428895,0.0001643321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.318652,"threshold_uncertainty_score":0.996206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035732902","doi":"10.5130/ijcre.v13i1.6703","title":"Epistemic injustices and participatory research: A research agenda at the crossroads of university and community","year":2020,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Rimouski; Université Laval; Université de Montréal","funders":"","keywords":"Participatory action research; Citizen journalism; Sociology; Knowledge production; Process (computing); Multidisciplinary approach; Engineering ethics; Community-based participatory research; Knowledge management; Public relations; Political science; Engineering; Social science; Computer science","authors":[{"name":"Baptiste Godrie","is_ca":true},{"name":"Maxime Boucher","is_ca":false},{"name":"Sylvia Bissonnette","is_ca":false},{"name":"Pierre Chaput","is_ca":false},{"name":"Javier Gil Flores","is_ca":false},{"name":"Sophie Dupéré","is_ca":true},{"name":"Lucie Gélineau","is_ca":true},{"name":"Florence Piron","is_ca":true},{"name":"Aude Bandini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5911988744289527,"gpt":0.5169218799859034,"spread":0.07427699444304925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.08379397,0.00007442191,0.0001663245,0.0003443679,0.02430331,0.0001885222,0.001133543,0.0000748574,0.00007724186],"category_scores_gemma":[0.001265708,0.00005612923,0.00003220854,0.0004279757,0.004559982,0.0002788339,0.0002885149,0.004751844,0.000004325023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003904411,"about_ca_system_score_gemma":0.00261422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07191039,"about_ca_topic_score_gemma":0.1506207,"domain_scores_codex":[0.9556239,0.0416898,0.0003352951,0.00008790482,0.001788777,0.0004743367],"domain_scores_gemma":[0.9870294,0.009345812,0.0001475955,0.0002292411,0.002878669,0.000369235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006826687,0.0003722298,0.004390706,0.0001592928,0.0001177822,0.00001357235,0.9651048,0.000004179594,0.0002169038,0.02545818,0.001842826,0.001636876],"study_design_scores_gemma":[0.0006828312,0.001129926,0.01801938,0.0001451,0.00001251807,0.00001036475,0.6493534,0.0000170464,0.0004573994,0.009381299,0.3207118,0.00007896704],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757966,0.0008259755,0.000007046196,0.01050849,0.0001020969,0.000280006,0.00001842696,0.000005036633,0.01245635],"genre_scores_gemma":[0.9738669,0.02504376,0.00004944183,0.00004868852,0.0001735978,9.394605e-7,0.00000386649,0.000006006916,0.0008067619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3188689,"threshold_uncertainty_score":0.998149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035260022","doi":"10.5130/ijcre.v13i1.7110","title":"Injustices épistémiques et recherche participative: un agenda de recherche à la croisée de l’université et des communautés","year":2020,"lang":"fr","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Rimouski; Université Laval; Université de Montréal","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","authors":[{"name":"Baptiste Godrie","is_ca":true},{"name":"Maxime Boucher","is_ca":false},{"name":"Sylvia Bissonnette","is_ca":false},{"name":"Pierre Chaput","is_ca":false},{"name":"Javier Gil Flores","is_ca":false},{"name":"Sophie Dupéré","is_ca":true},{"name":"Lucie Gélineau","is_ca":true},{"name":"Florence Piron","is_ca":true},{"name":"Aude Bandini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9307859812820833,"gpt":0.6900613775980631,"spread":0.2407246036840203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2007585,0.0001974834,0.0003193257,0.0003679492,0.001057825,0.0009775277,0.002277215,0.0002662503,0.002553876],"category_scores_gemma":[0.0299305,0.0001747229,0.0001333443,0.0006453081,0.0008579867,0.001135597,0.001374534,0.009402337,0.00004447035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302867,"about_ca_system_score_gemma":0.001989049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009518874,"about_ca_topic_score_gemma":0.0005357254,"domain_scores_codex":[0.873787,0.1223367,0.0008778618,0.0001621434,0.002299664,0.0005366213],"domain_scores_gemma":[0.9645928,0.0307691,0.0004209655,0.0003260404,0.003367646,0.0005234745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001220709,0.001514732,0.01344455,0.0001547565,0.0007503644,0.0001513443,0.4387631,0.002273387,0.002529296,0.01704937,0.02266249,0.4994859],"study_design_scores_gemma":[0.003370564,0.003643645,0.08853576,0.00105962,0.0001263763,0.0002111343,0.269491,0.01193618,0.009202377,0.3633143,0.2487053,0.0004037652],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8025151,0.00325373,0.02774266,0.1368119,0.000226114,0.0001814017,0.00004875369,0.00001845046,0.02920191],"genre_scores_gemma":[0.9088563,0.0436924,0.04230761,0.003947431,0.0001253078,0.000007863095,0.00001137706,0.00001702232,0.001034708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990822,"threshold_uncertainty_score":0.998358,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2518918535","doi":"10.5130/ijcre.v9i1.4802","title":"'Culture' as HIV prevention: Indigenous youth speak up!","year":2016,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; McGill University; University of Victoria; York University; Native Youth Sexual Health Network; McMaster University; Wilfrid Laurier University","funders":"","keywords":"Indigenous; Youth empowerment; Positive Youth Development; Empowerment; Resistance (ecology); Youth studies; Sociology; Gender studies; Psychology; Political science; Developmental psychology","authors":[{"name":"Ciann Wilson","is_ca":true},{"name":"Vanessa Oliver","is_ca":true},{"name":"Sarah Flicker","is_ca":true},{"name":"Native Youth Sexual Health Network","is_ca":true},{"name":"Tracey Prentice","is_ca":true},{"name":"Randy Jackson","is_ca":true},{"name":"June Larkin","is_ca":true},{"name":"Jean‐Paul Restoule","is_ca":true},{"name":"Claudia Mitchell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1603147699010419,"gpt":0.4450391758461417,"spread":0.2847244059450998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01294358,0.00009110743,0.0001396974,0.0003253034,0.007474282,0.0001947311,0.0009828084,0.00007991405,0.0004267754],"category_scores_gemma":[0.0001628442,0.00005821697,0.00007028448,0.0001580063,0.0004691893,0.0004252808,0.00002803802,0.001049853,0.00007826798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493991,"about_ca_system_score_gemma":0.004522987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01242483,"about_ca_topic_score_gemma":0.04214338,"domain_scores_codex":[0.9939832,0.00371693,0.00038619,0.00007801953,0.001420375,0.0004152638],"domain_scores_gemma":[0.9969312,0.0005165235,0.0002027385,0.0001840611,0.00187328,0.0002922256],"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":[0.0001647192,0.0006819686,0.0007123558,0.00001335427,0.000150369,0.00001118897,0.9391476,7.10212e-7,0.00003448586,0.04775292,0.001431316,0.009899016],"study_design_scores_gemma":[0.0009845906,0.0008159198,0.001372944,0.0002028506,0.00001160148,0.00002579632,0.1687675,1.446258e-7,0.0005202086,0.04760581,0.7795823,0.0001103934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8907781,0.0002946749,0.0002401342,0.002709724,0.0009377079,0.0002667679,0.00001355281,0.00001399969,0.1047453],"genre_scores_gemma":[0.94939,0.02291403,0.0001916963,0.0000480559,0.0009356696,0.000001641134,0.00001040008,0.000008476218,0.02650006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7781509,"threshold_uncertainty_score":0.9941515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806302925","doi":"10.5130/ijcre.v11i1.5527","title":"Brokering Community–campus Partnerships: An Analytical Framework","year":2018,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Public relations; Knowledge management; Value (mathematics); Diversity (politics); Political science; Business; Computer science","authors":[{"name":"Charles Z. Levkoe","is_ca":true},{"name":"Holly L. Stack‐Cutler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4671991221658809,"gpt":0.5218571800187796,"spread":0.05465805785289868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04268779,0.0001413699,0.00022682,0.0004934237,0.007139539,0.000634807,0.002745187,0.0001270759,0.0003983455],"category_scores_gemma":[0.003763174,0.0001366524,0.00008108552,0.0004026987,0.001338982,0.0005331676,0.001099777,0.008158443,0.00003604993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037323,"about_ca_system_score_gemma":0.000221106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003843399,"about_ca_topic_score_gemma":0.002871565,"domain_scores_codex":[0.973571,0.02363991,0.0004555642,0.00008225584,0.001743483,0.0005077824],"domain_scores_gemma":[0.9925382,0.003913696,0.0001917231,0.0005900696,0.002319709,0.0004466736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001156949,0.003872772,0.01649649,0.00006933289,0.001082132,0.00006366043,0.6254013,0.00007619735,0.0003318037,0.192734,0.006954848,0.1517605],"study_design_scores_gemma":[0.001016991,0.002751618,0.01288226,0.0004100526,0.00003292566,0.00002327317,0.6508098,0.0001576789,0.0003710777,0.0712629,0.2600051,0.0002763339],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553649,0.000105133,0.001051412,0.005345539,0.0005457729,0.0001212979,0.000002972288,0.00004377561,0.03741913],"genre_scores_gemma":[0.9959291,0.0006192443,0.00172879,0.0005173368,0.0008888309,0.000005365579,0.000009417487,0.00001660474,0.0002852603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2530503,"threshold_uncertainty_score":0.994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067149601","doi":"10.5130/ijcre.v4i0.1780","title":"Collaboration, Participation and Technology: The San Joaquin Valley Cumulative Health Impacts Project","year":2011,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Community Health and Development","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Participatory action research; Environmental justice; Citizen journalism; Public relations; Sociology; Public participation; Community design; Constructive; Interdependence; Participatory GIS; Community-based participatory research; Knowledge management; Political science; Process (computing); Computer science; Social science","authors":[{"name":"Jonathan London","is_ca":false},{"name":"Tara Mirel Zagofsky","is_ca":false},{"name":"Ganlin Huang","is_ca":false},{"name":"Jenny Saklar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4819062346268573,"gpt":0.5812845814256687,"spread":0.09937834679881147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01902607,0.000112669,0.0002153354,0.0006268186,0.003964101,0.00005642372,0.0006055888,0.00008229544,0.0001322581],"category_scores_gemma":[0.003103403,0.00007736665,0.0000202271,0.000501399,0.0003151666,0.0002737498,0.0007775075,0.003705912,0.000008832906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003977807,"about_ca_system_score_gemma":0.001488629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772895,"about_ca_topic_score_gemma":0.003998174,"domain_scores_codex":[0.9902938,0.007690732,0.0007722712,0.00007307298,0.0007245975,0.0004455127],"domain_scores_gemma":[0.9942865,0.002153493,0.0004450871,0.0002937242,0.002596206,0.0002250184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001795932,0.001281072,0.1131438,0.0003980492,0.0005679638,0.00001750358,0.71819,0.000006263926,0.0002090798,0.0229416,0.0699756,0.07147312],"study_design_scores_gemma":[0.003151954,0.003315523,0.4348786,0.001061877,0.00001732557,0.00002659917,0.4464881,0.00009927442,0.000237236,0.05543087,0.05508427,0.0002083567],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632757,0.000777902,0.0001601017,0.03110391,0.0003141229,0.0009547465,0.00001293894,0.00002153366,0.003379099],"genre_scores_gemma":[0.9946638,0.002869982,0.001094268,0.001067985,0.00008978009,0.00007149915,0.00001138487,0.00001026832,0.0001210305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3217348,"threshold_uncertainty_score":0.9985926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094167406","doi":"10.5130/ijcre.v7i1.3392","title":"Communities of knowledge and knowledge of communities: An appreciative inquiry into rural wellbeing","year":2014,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Appreciative inquiry; Rural community; Citizen journalism; Sociology; Participatory action research; Value (mathematics); Pedagogy; Political science; Computer science; Socioeconomics","authors":[{"name":"Kathleen Kevany","is_ca":true},{"name":"Margaret MacMichael","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1651326822862509,"gpt":0.3856265631181343,"spread":0.2204938808318833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008601956,0.0001620473,0.0003533622,0.0008432725,0.0008362392,0.000142714,0.001121437,0.00006823939,0.00009274607],"category_scores_gemma":[0.0004529507,0.0001469353,0.00005686035,0.0003260749,0.001015856,0.001174274,0.001615089,0.001288764,0.00000424989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007187712,"about_ca_system_score_gemma":0.00005788175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158767,"about_ca_topic_score_gemma":0.001210067,"domain_scores_codex":[0.996945,0.001680396,0.0006026162,0.00005179043,0.0005152324,0.0002049339],"domain_scores_gemma":[0.9938808,0.002063324,0.0004859544,0.0002680911,0.003257841,0.00004399069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001106793,0.003479078,0.118541,0.001487821,0.0009713152,0.000002438511,0.6840922,0.0002287595,0.002752076,0.141894,0.002289448,0.04315517],"study_design_scores_gemma":[0.00301571,0.001111334,0.09053034,0.001344103,0.00006990547,0.0000140188,0.792089,0.002825147,0.001976981,0.08502024,0.02162426,0.0003789298],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925853,0.0004536251,0.001302132,0.0002377616,0.0003143396,0.0001261499,0.000006094864,0.00001081874,0.004963782],"genre_scores_gemma":[0.9981953,0.0005386149,0.0003373966,0.00009143654,0.0007198229,0.000005260538,0.00006267026,0.0000195241,0.00003001163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079969,"threshold_uncertainty_score":0.643176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984275600","doi":"10.5130/ijcre.v6i1.2822","title":"Building equitable community-academic research collaborations: Learning together through tensions and contradictions","year":2013,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"General partnership; Ambivalence; Reflexivity; Public relations; Alliance; Focus group; Sociology; Stakeholder; Process (computing); Political science; Psychology; Social psychology; Social science","authors":[{"name":"Naomi Nichols","is_ca":true},{"name":"Uzo Anucha","is_ca":true},{"name":"Rebecca Houwer","is_ca":true},{"name":"Matthew J. A. Wood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4090382142354676,"gpt":0.5037369855164683,"spread":0.09469877128100068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04999455,0.0001338334,0.0002311342,0.0006218186,0.01661212,0.0008162552,0.00148753,0.0001353342,0.000315181],"category_scores_gemma":[0.005699003,0.0001280984,0.00004880312,0.0007268102,0.001172215,0.0009931956,0.001458382,0.01371061,0.00002567599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865248,"about_ca_system_score_gemma":0.0003332693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02597005,"about_ca_topic_score_gemma":0.001442622,"domain_scores_codex":[0.9662098,0.03075939,0.0005030747,0.00009500356,0.001770074,0.0006626837],"domain_scores_gemma":[0.9860291,0.008598312,0.0001814137,0.0003403796,0.004555766,0.0002949914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000272469,0.001698159,0.01159581,0.0001042158,0.001001823,0.00002299369,0.6491591,0.000979548,0.0122132,0.2316129,0.03015991,0.06117995],"study_design_scores_gemma":[0.0008757463,0.0006790769,0.005728988,0.0003029208,0.00001573828,0.00001722452,0.6882706,0.0001033231,0.0001832288,0.06948978,0.2341883,0.0001450341],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563524,0.001083772,0.0006798916,0.01653792,0.0002684514,0.0004055783,0.000004614644,0.00004365324,0.02462373],"genre_scores_gemma":[0.9885345,0.007721594,0.002214212,0.0002838591,0.0002394702,0.00004958967,0.000008833726,0.00001905713,0.0009288994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2040284,"threshold_uncertainty_score":0.9885648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999200618","doi":"10.5130/ijcre.v1i0.509","title":"Government Support and Infrastructure: Realizing the value of collaborative work","year":2008,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Incentive; Government (linguistics); Value (mathematics); Public relations; Argument (complex analysis); Politics; Work (physics); Knowledge management; Business; Political science; Computer science; Engineering; Economics","authors":[{"name":"Peter Levesque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.612342354023746,"gpt":0.6423381165050858,"spread":0.02999576248133973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01806256,0.0000772805,0.0001728396,0.0001439598,0.002247353,0.00002361179,0.0006344564,0.00004086611,0.0001664428],"category_scores_gemma":[0.003002851,0.00005232028,0.00002260376,0.0003230433,0.0005516911,0.0001989201,0.0006857298,0.002156416,0.000003697533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041939,"about_ca_system_score_gemma":0.0006725723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003013143,"about_ca_topic_score_gemma":0.0000494321,"domain_scores_codex":[0.9906503,0.006500311,0.000753308,0.00006087262,0.00172535,0.0003098502],"domain_scores_gemma":[0.9921293,0.0055628,0.0004692526,0.000197646,0.001458319,0.0001827027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001276059,0.0002605324,0.2855092,0.000218419,0.0004702936,0.00004604408,0.4787709,0.0001191011,0.001710349,0.0333863,0.1812769,0.01695602],"study_design_scores_gemma":[0.002050743,0.0008704697,0.6336133,0.0002249591,0.000009520812,0.00005220586,0.1702459,0.00001799779,0.0005573979,0.00673552,0.1855306,0.00009132579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766545,0.00006433376,0.0001888847,0.01592829,0.00022658,0.0003264975,0.00004796252,0.000003596496,0.006559349],"genre_scores_gemma":[0.9950413,0.001658758,0.0009335491,0.002055257,0.0001297029,0.00001606686,0.000002326166,0.000006076183,0.000156963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3481042,"threshold_uncertainty_score":0.9990516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975266931","doi":"10.5130/ijcre.v3i0.1039","title":"Participatory action research approaches and methods","year":2010,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Energy Training","funders":"","keywords":"Participatory action research; Action (physics); Citizen journalism; Action research; Section (typography); Process (computing); Sociology; Engineering ethics; Epistemology; Computer science; Engineering; Anthropology; Pedagogy; World Wide Web; Philosophy","authors":[{"name":"Nancy Gibson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9619735185795929,"gpt":0.7695658100278313,"spread":0.1924077085517616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2096476,0.00009297523,0.0001887891,0.0007788913,0.003017812,0.0004843824,0.001074783,0.0001176921,0.0002012734],"category_scores_gemma":[0.02213947,0.00008292592,0.00004791363,0.0003922096,0.002742536,0.0005505868,0.0008420517,0.006889345,0.000008531571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999652,"about_ca_system_score_gemma":0.0005273763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062608,"about_ca_topic_score_gemma":0.001122324,"domain_scores_codex":[0.9512973,0.04471978,0.0004186463,0.0001290442,0.002742638,0.0006925493],"domain_scores_gemma":[0.9876391,0.009111187,0.0001136976,0.0002732077,0.002257678,0.0006051124],"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":[0.0006644088,0.001245462,0.01058125,0.00006884625,0.0003763631,0.0000426048,0.124049,0.000007562443,0.05713889,0.1170748,0.003344408,0.6854064],"study_design_scores_gemma":[0.001547377,0.001423743,0.05227818,0.0001201689,0.00002180864,0.00003837634,0.2518864,0.0003517824,0.0251559,0.2021747,0.4647193,0.0002822355],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823986,0.0002371186,0.001121262,0.004285438,0.0005056111,0.0002181314,0.000002403871,0.00001325117,0.01121819],"genre_scores_gemma":[0.9854082,0.001129835,0.0125955,0.00003563147,0.00048,0.00003047008,0.000001146109,0.00001171065,0.0003074339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6851242,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909884955","doi":"10.5130/ijcre.v12i1.6193","title":"Combining feminist intersectional and community-engaged research commitments: Adaptations for scoping reviews and secondary analyses of national data sets","year":2019,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada; University of Guelph; Canadian Institutes of Health Research; University of Ottawa","keywords":"Intersectionality; Reflexivity; Sociology; Deliberation; Feminism; Gender studies; Participatory action research; Community engagement; Public relations; Social science; Political science","authors":[{"name":"Leah Levac","is_ca":true},{"name":"Ann Denis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6912125058013038,"gpt":0.5861191774131206,"spread":0.1050933283881832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1212935,0.0001008532,0.0003216006,0.0007511999,0.007255876,0.0003723153,0.001335312,0.00004341529,0.0000898946],"category_scores_gemma":[0.01297896,0.0000928736,0.00005661971,0.0002894622,0.0008942024,0.0007045094,0.001630342,0.005711298,0.000001710141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223647,"about_ca_system_score_gemma":0.0003690557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678928,"about_ca_topic_score_gemma":0.001853159,"domain_scores_codex":[0.9679694,0.02962975,0.000646282,0.0001246416,0.001365957,0.0002639759],"domain_scores_gemma":[0.9763057,0.02126789,0.0003062582,0.0003310716,0.00163177,0.0001573107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001798177,0.00497863,0.05419841,0.002417027,0.005311173,0.00001402031,0.615865,0.0001755297,0.01821685,0.06009878,0.0337848,0.2031416],"study_design_scores_gemma":[0.004036807,0.001890371,0.02678608,0.004442879,0.00008577968,0.00003541735,0.8457252,0.001501392,0.0003630497,0.04075627,0.07402559,0.0003511679],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854077,0.001290603,0.0005181825,0.00161845,0.0002007811,0.0006096138,0.0003167148,0.000006438575,0.01003153],"genre_scores_gemma":[0.9930628,0.004135286,0.002280642,0.00009125216,0.00008773078,0.00001411352,0.0002180766,0.000008293374,0.0001018362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298602,"threshold_uncertainty_score":0.9965826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950429336","doi":"10.5130/ijcre.v12i1.6496","title":"Political economics, collective action and wicked socio-ecological problems: A practice story from the field","year":2019,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"Australian Government; Agriculture Victoria; U.S. Department of Agriculture","keywords":"Collective action; Public relations; Government (linguistics); Politics; Wicked problem; Context (archaeology); Sociology; Participatory action research; Political science; Management; Economics; Law","authors":[{"name":"Lisa B. Adams","is_ca":false},{"name":"Theodore R. Alter","is_ca":false},{"name":"Margot W. Parkes","is_ca":true},{"name":"Michael Reid","is_ca":false},{"name":"Andrew P. Woolnough","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2422286088030993,"gpt":0.3963904174780146,"spread":0.1541618086749152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007746389,0.00008092304,0.0002014833,0.0001595062,0.000781665,0.000230227,0.0005092924,0.00007470149,0.0002325739],"category_scores_gemma":[0.003006374,0.00006964962,0.00005196597,0.00007193229,0.0002188361,0.0004048631,0.0004702919,0.002263879,0.0000256217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004692364,"about_ca_system_score_gemma":0.0001217657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109376,"about_ca_topic_score_gemma":0.0001660882,"domain_scores_codex":[0.9980533,0.001188688,0.0003444358,0.00007506018,0.0001219912,0.0002165368],"domain_scores_gemma":[0.9922498,0.006945499,0.0002245234,0.000156845,0.0003197946,0.0001034763],"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":[0.001897222,0.00250503,0.2392133,0.00005613283,0.003286654,0.00001901759,0.1218058,0.00004260776,0.0001601248,0.5778365,0.02952434,0.02365326],"study_design_scores_gemma":[0.002098863,0.001312187,0.3037421,0.00005907116,0.00001285996,0.00002275774,0.1138634,0.0001202686,0.00005912122,0.4454415,0.133071,0.0001969272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514778,0.0003760937,0.00008226531,0.03431894,0.0003194585,0.0001720619,0.0000221306,0.000004728476,0.0132265],"genre_scores_gemma":[0.99654,0.001475568,0.0002388146,0.001272566,0.0001318671,0.000005555894,0.000008240635,0.00000649904,0.0003208559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1323951,"threshold_uncertainty_score":0.9835554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034522349","doi":"10.5130/ijcre.v13i1.7037","title":"Assessing excellence in community-based research: Lessons from research with Syrian refugee newcomers","year":2020,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Community Based Research","funders":"","keywords":"Rigour; Refugee; Excellence; Public relations; Psychological intervention; Sociology; Community engagement; Adaptability; Psychological resilience; Political science; Psychology; Management; Social psychology","authors":[{"name":"Rich Janzen","is_ca":true},{"name":"Joanna Ochocka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9653541948052593,"gpt":0.7630462884017304,"spread":0.2023079064035289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.132705,0.0001692844,0.0003802128,0.001725086,0.007264297,0.0003762533,0.002956304,0.0001303726,0.0004320219],"category_scores_gemma":[0.01475495,0.0001433853,0.00004310472,0.001872006,0.001328985,0.0008902549,0.001830348,0.02462544,0.00006579355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202687,"about_ca_system_score_gemma":0.003036721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01484155,"about_ca_topic_score_gemma":0.00359879,"domain_scores_codex":[0.9009004,0.09150656,0.001267563,0.0002091157,0.004797047,0.00131931],"domain_scores_gemma":[0.9500465,0.04273992,0.000365366,0.0006237167,0.005347075,0.0008773907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006280155,0.002326822,0.1279453,0.001314514,0.0004116661,0.0005318868,0.7171979,0.0008254841,0.01111072,0.00563695,0.08357388,0.04284471],"study_design_scores_gemma":[0.006718772,0.00290202,0.1004206,0.002591714,0.000007384026,0.00000779235,0.6512061,0.0003867518,0.0007634906,0.01185448,0.2228661,0.0002748368],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.840806,0.00005058181,0.0006525388,0.1540108,0.000168693,0.0005818838,0.00004603891,0.00001686842,0.003666545],"genre_scores_gemma":[0.9912494,0.0003333348,0.00271453,0.005177084,0.0003328194,0.00007313425,0.00002859136,0.00002727703,0.00006383302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504434,"threshold_uncertainty_score":0.9940281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067029069","doi":"10.5130/ijcre.v7i1.3397","title":"The Farm to Fork project: Community-engaged scholarship from community partners' perspective","year":2014,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Public relations; Scholarship; Fork (system call); Engaged scholarship; Reciprocity (cultural anthropology); Community engagement; Community organization; Sustainability; Sustainable community; Sociology; Political science; Business; Sustainable development; Engineering; Social science","authors":[{"name":"Monika Korzun","is_ca":true},{"name":"Corey Alexander","is_ca":true},{"name":"Lee-Jay Cluskey-Belanger","is_ca":true},{"name":"Danielle Fudger","is_ca":true},{"name":"Lisa Needham","is_ca":false},{"name":"Kate Vsetula","is_ca":false},{"name":"Danny Williamson","is_ca":false},{"name":"Daniel Gillis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3126271258361408,"gpt":0.5057443712480044,"spread":0.1931172454118636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1333226,0.0001344254,0.0001873666,0.0003270588,0.03706466,0.0009308921,0.002562115,0.00008850012,0.00004832618],"category_scores_gemma":[0.02100267,0.0001062951,0.00008424911,0.000341674,0.0006418251,0.0002994973,0.0005661065,0.01637263,0.00001897223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200832,"about_ca_system_score_gemma":0.0009528359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1118001,"about_ca_topic_score_gemma":0.05910905,"domain_scores_codex":[0.9005867,0.09710963,0.0003804667,0.00006627402,0.001390675,0.0004662047],"domain_scores_gemma":[0.9719999,0.02395277,0.0002053083,0.000529753,0.003040857,0.0002714577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005705726,0.0009153246,0.002965776,0.00001006773,0.0002775381,0.00000211091,0.9354684,0.00002891584,0.0002913895,0.02587272,0.003617913,0.02997922],"study_design_scores_gemma":[0.0005966948,0.0007475173,0.01103348,0.0001038022,0.00001258343,0.00000285213,0.7730445,0.0000065399,0.0004173522,0.0930919,0.1208262,0.0001166693],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620509,0.0001326671,0.0003142638,0.009712665,0.000577211,0.0003899347,0.00002197938,0.00001941312,0.02678104],"genre_scores_gemma":[0.9976411,0.0005498983,0.0004044338,0.0004836506,0.0005144475,0.00002266443,0.00002417288,0.00001326802,0.0003463265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162424,"threshold_uncertainty_score":0.9872438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2520419254","doi":"10.5130/ijcre.v9i1.4415","title":"Mobilizing Minds: Integrated knowledge translation and youth engagement in the development of mental health information resources","year":2016,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University; Confederation College; Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research; Mental Health Commission; York University","keywords":"Mental health; Knowledge translation; Mental health literacy; Psychology; Citizen journalism; Participatory action research; Youth engagement; Process (computing); Medical education; Public relations; Mental illness; Medicine; Knowledge management; Psychiatry; Sociology; Political science; Computer science","authors":[{"name":"Christine Garinger","is_ca":false},{"name":"Kristin Reynolds","is_ca":true},{"name":"John R. Walker","is_ca":true},{"name":"Emma Firsten-Kaufman","is_ca":false},{"name":"Alicia S Raimundo","is_ca":false},{"name":"Pauline C Fogarty","is_ca":true},{"name":"Mark W. Leonhart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7744764030983363,"gpt":0.642694049197663,"spread":0.1317823539006733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04992845,0.00009437413,0.0001821608,0.0007271263,0.001483356,0.00004365907,0.0005922259,0.00004172861,0.00005915414],"category_scores_gemma":[0.001493901,0.00005603284,0.00002200802,0.0002992474,0.0002028961,0.0005749009,0.0002775,0.001359424,0.000006231747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646389,"about_ca_system_score_gemma":0.0007506118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000389825,"about_ca_topic_score_gemma":0.000891843,"domain_scores_codex":[0.9868768,0.01022227,0.00143782,0.00006552586,0.001034067,0.0003634756],"domain_scores_gemma":[0.9943393,0.004037662,0.0005157126,0.0001504884,0.0008213448,0.0001354332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001776411,0.0001097494,0.004902986,0.00009622603,0.00003181634,2.071456e-7,0.8288555,0.00000137917,0.0003427856,0.0003420615,0.0008211054,0.1643185],"study_design_scores_gemma":[0.003531483,0.0005700564,0.07034726,0.001161989,0.000003437865,0.000004435472,0.801679,0.00003549126,0.0002764937,0.0006346248,0.1216659,0.00008987055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820949,0.000151605,0.001207234,0.01441376,0.0001493987,0.0006353364,0.00005686989,0.000005183934,0.001285704],"genre_scores_gemma":[0.9972343,0.0005463299,0.001434214,0.0006705212,0.00004281941,0.00002933786,0.00001754471,0.000004589148,0.00002034056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642287,"threshold_uncertainty_score":0.9998166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2648644805","doi":"10.5130/ijcre.v10i1.5202","title":"Evidence to impact: A community knowledge mobilisation evaluation framework","year":2017,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; Wilfrid Laurier University","funders":"","keywords":"Knowledge sharing; Knowledge management; Context (archaeology); Community of practice; Government (linguistics); Knowledge translation; Futures contract; Traditional knowledge; Public relations; Psychology; Medical education; Political science; Business; Computer science; Pedagogy; Geography; Medicine","authors":[{"name":"S. Kathleen Worton","is_ca":true},{"name":"Colleen Loomis","is_ca":true},{"name":"S. Mark Pancer","is_ca":true},{"name":"Geoffrey Nelson","is_ca":true},{"name":"Ray DeV. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9598708593039994,"gpt":0.8130205246968195,"spread":0.1468503346071799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1283668,0.0001275973,0.0002363498,0.0006166449,0.01094438,0.0002908687,0.00259455,0.00009747449,0.000816385],"category_scores_gemma":[0.08728711,0.0001071455,0.00006168002,0.0002144765,0.0003572139,0.001059588,0.001885237,0.006278491,0.0001440665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426074,"about_ca_system_score_gemma":0.00150084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00393596,"about_ca_topic_score_gemma":0.001236744,"domain_scores_codex":[0.9661711,0.03011303,0.0009592879,0.00009825326,0.002104682,0.0005536312],"domain_scores_gemma":[0.9717758,0.01861471,0.0007464815,0.0009974709,0.007329001,0.0005365341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001192796,0.000879104,0.1429531,0.0003157162,0.0002895739,0.000006807928,0.6249366,0.0001909248,0.002751399,0.003283784,0.04813103,0.1750692],"study_design_scores_gemma":[0.001609709,0.001531491,0.8656594,0.002051907,0.00001782896,0.00001037724,0.07206343,0.0002545367,0.0002263004,0.04159666,0.01482414,0.0001542563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972947,0.00008491075,0.001665424,0.01962748,0.0008433109,0.0008712907,0.00002335784,0.0000111901,0.003926004],"genre_scores_gemma":[0.9960442,0.0003854187,0.001443748,0.001442871,0.0004373037,0.0001094179,0.000005104235,0.00001189865,0.0001200929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7227063,"threshold_uncertainty_score":0.9960141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994881547","doi":"10.5130/ijcre.v7i1.3390","title":"Access to health services in Western Newfoundland, Canada: Issues, barriers and recommendations emerging from a community-engaged research project","year":2014,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Government of Newfoundland and Labrador; Memorial University of Newfoundland","funders":"","keywords":"Outreach; Telehealth; General partnership; Government (linguistics); Rural area; Business; Health care; Medicine; Public relations; Nursing; Political science; Telemedicine","authors":[{"name":"Janelle Hippe","is_ca":true},{"name":"Victor Maddalena","is_ca":true},{"name":"Sara Heath","is_ca":true},{"name":"Beulah Jesso","is_ca":true},{"name":"Marion McCahon","is_ca":true},{"name":"Kim Olson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2986491756384916,"gpt":0.5668298150896817,"spread":0.26818063945119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.09302544,0.0001855025,0.0004570444,0.001055324,0.01215647,0.0002545859,0.001954343,0.00009992855,0.0001382429],"category_scores_gemma":[0.005690113,0.0001716786,0.00002666271,0.0006472267,0.0001651096,0.0005003184,0.002465617,0.0212869,0.000006894827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878639,"about_ca_system_score_gemma":0.001972846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9319991,"about_ca_topic_score_gemma":0.9694114,"domain_scores_codex":[0.8954284,0.1009471,0.00104692,0.0001532355,0.001538357,0.0008859813],"domain_scores_gemma":[0.9776666,0.01892929,0.0003230717,0.000505889,0.001854516,0.0007206323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001135651,0.00039584,0.5288442,0.0007411433,0.0002236994,0.00002127495,0.378239,0.00009187643,0.0000602695,0.0005320875,0.06075336,0.0289615],"study_design_scores_gemma":[0.001657638,0.0007312123,0.1633263,0.003724732,0.000004214482,0.000005773243,0.4510902,0.0001090492,0.000008997326,0.003560134,0.3756352,0.0001465918],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398129,0.0005149011,0.00005751394,0.05674898,0.0005324909,0.0008892546,0.00008509266,0.00001567605,0.001343193],"genre_scores_gemma":[0.9924341,0.002844151,0.0006031059,0.003290205,0.0002955435,0.00007503995,0.00008882976,0.00002543209,0.0003435205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3655179,"threshold_uncertainty_score":0.9891295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908696624","doi":"10.5130/ijcre.v12i1.6013","title":"Building a children's health and environment research agenda in Alberta, Canada: A multi-stakeholder engagement process","year":2019,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Environmental Justice and Health Disparities","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":"Covenant Health; University of Alberta","funders":"University of Alberta","keywords":"Stakeholder engagement; Stakeholder; Process (computing); Process management; Public relations; Political science; Sociology; Business; Environmental resource management; Computer science; Environmental science","authors":[{"name":"Osnat Wine","is_ca":true},{"name":"Irena Buka","is_ca":true},{"name":"Alan Day","is_ca":true},{"name":"Susan Terris","is_ca":false},{"name":"Mary-Ann Clarkes","is_ca":true},{"name":"Lesley Brennan","is_ca":true},{"name":"Álvaro Osornio-Vargas","is_ca":true},{"name":"Katharina Kovacs Burns","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2804128335423144,"gpt":0.4589881417506577,"spread":0.1785753082083433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02065808,0.000109675,0.0002140918,0.0004044113,0.001646192,0.000163979,0.0006874523,0.00005018887,0.0001642955],"category_scores_gemma":[0.0006296813,0.0001060244,0.00002356543,0.0001547634,0.0004335166,0.0002891153,0.0005271419,0.002868884,0.000005577145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366254,"about_ca_system_score_gemma":0.001217531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5621011,"about_ca_topic_score_gemma":0.5326836,"domain_scores_codex":[0.9917983,0.004890771,0.0004696584,0.0001423466,0.002061678,0.0006372595],"domain_scores_gemma":[0.997692,0.001425239,0.0001431743,0.0001692449,0.0002023548,0.0003680175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006762262,0.002744214,0.5717368,0.0009883059,0.0004235801,0.0000832775,0.3544532,0.0006232362,0.0001949102,0.019275,0.006255189,0.04254611],"study_design_scores_gemma":[0.003627865,0.001242072,0.4373618,0.001149956,0.000008990261,0.00002190087,0.4870899,0.00007572685,0.0001336392,0.003713015,0.06526487,0.0003102752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840714,0.001386885,0.00002295959,0.01282507,0.0001367456,0.0005233459,0.00001008131,0.000002778293,0.001020678],"genre_scores_gemma":[0.9834234,0.01509165,0.0004326123,0.0005761578,0.00009129468,0.00001985698,0.000007870931,0.00001100491,0.0003461179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134375,"threshold_uncertainty_score":0.9996535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200526305","doi":"10.5130/ijcre.v14i2.7767","title":"Community Members as Facilitators: Reclaiming Community-Based Research as Inherently of the People","year":2021,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"University Challenges and Reforms","field":"Social Sciences","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 Regina","funders":"","keywords":"Sociology; Subjectivity; Facilitator; Hegemony; Gender studies; Community engagement; Power (physics); Community organization; Community building; Community development; Scholarship; Public relations; Political science; Epistemology; Law","authors":[{"name":"José Wellington Sousa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4033662419539349,"gpt":0.4780252914659908,"spread":0.07465904951205593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04112051,0.0001102993,0.0002380973,0.0004190748,0.00948048,0.0002159123,0.00272141,0.0001169062,0.0004460188],"category_scores_gemma":[0.004314619,0.00008285334,0.000160089,0.0006708988,0.001579008,0.0003161017,0.002018892,0.009147326,0.000007475689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672766,"about_ca_system_score_gemma":0.001142664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0430079,"about_ca_topic_score_gemma":0.0270223,"domain_scores_codex":[0.9624153,0.03398027,0.000408673,0.00006537291,0.002713936,0.0004164798],"domain_scores_gemma":[0.9899885,0.004557312,0.0001994052,0.0005930988,0.004413676,0.0002480306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001189485,0.004536133,0.008418465,0.0003237492,0.001045635,0.00007355717,0.924573,0.0002972115,0.003334363,0.02709028,0.008543251,0.02057484],"study_design_scores_gemma":[0.001105358,0.0007355171,0.005131389,0.0004095062,0.00001168213,0.00001649384,0.8519617,0.00000922454,0.003567461,0.0325648,0.1043812,0.0001056731],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340845,0.0001766101,0.00001432683,0.01520265,0.0002812515,0.0001680542,0.00001615282,0.000008132239,0.0500483],"genre_scores_gemma":[0.9967366,0.001529631,0.000125504,0.0001570569,0.00007915455,0.000003014589,0.00001222366,0.000008795795,0.001348006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09583792,"threshold_uncertainty_score":0.9931386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065017426","doi":"10.5130/ijcre.v7i1.3394","title":"Using simulation to educate police about mental illness: A collaborative initiative","year":2014,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; Ontario Tech University","funders":"","keywords":"Mental illness; Mental health; General partnership; Psychology; Perception; Psychiatry","authors":[{"name":"Wendy Stanyon","is_ca":true},{"name":"Bill A. Goodman","is_ca":true},{"name":"Marjory Whitehouse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3559135457385248,"gpt":0.5513783477894265,"spread":0.1954648020509017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005147289,0.000116671,0.0002145526,0.0007622096,0.000821116,0.0001125993,0.0002949554,0.00005136144,0.0001336588],"category_scores_gemma":[0.001209205,0.0001074622,0.00004479716,0.0004277636,0.0001415002,0.0002487122,0.0001861053,0.001262295,0.00001199294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969873,"about_ca_system_score_gemma":0.0006051544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006703651,"about_ca_topic_score_gemma":0.00003880469,"domain_scores_codex":[0.9959109,0.002188686,0.0004949875,0.0000923008,0.001070235,0.0002428336],"domain_scores_gemma":[0.9916387,0.002045423,0.0002117171,0.0002177673,0.005532456,0.0003540034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006391714,0.003373465,0.1263826,0.000385369,0.001409808,0.00001791103,0.7304713,0.05563318,0.00716852,0.003704811,0.007114775,0.05794655],"study_design_scores_gemma":[0.009772023,0.006584414,0.3769445,0.002526894,0.0001213295,0.0001952451,0.5063937,0.02740972,0.009575468,0.0103201,0.04948153,0.0006750608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989414,0.00008034029,0.001786396,0.00635718,0.0006039835,0.0004200551,0.00002117372,0.00001007664,0.001306791],"genre_scores_gemma":[0.9953165,0.00008253552,0.002723934,0.001207488,0.0005560674,0.00001323167,0.00003597382,0.00001642692,0.00004785347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505619,"threshold_uncertainty_score":0.6315444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029108715","doi":"10.5130/ijcre.v6i1.3219","title":"Needs and readiness assessments: Tools for promoting community-university engagement with Aboriginal communities","year":2013,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Community Health and Development","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; U.S. Bureau of Land Management","keywords":"Community-based participatory research; Community engagement; Participatory action research; General partnership; Needs assessment; Public relations; Citizen journalism; Sociology; Medical education; Political science; Psychology; Medicine; Social science","authors":[{"name":"Fay Fletcher","is_ca":true},{"name":"Alicia Hibbert","is_ca":true},{"name":"Fiona Robertson","is_ca":true},{"name":"Jodie Asselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.345438752262245,"gpt":0.5294459146944093,"spread":0.1840071624321643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02201139,0.0002136311,0.000381363,0.000811733,0.008858318,0.0002668044,0.001336122,0.0001043411,0.0001937864],"category_scores_gemma":[0.000708713,0.0001801718,0.00004654788,0.0002942876,0.0004202558,0.001037096,0.001265241,0.008011827,0.000009009582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755958,"about_ca_system_score_gemma":0.000730633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007273374,"about_ca_topic_score_gemma":0.001607193,"domain_scores_codex":[0.9838506,0.01387458,0.0006899317,0.00007015671,0.0008839024,0.0006308215],"domain_scores_gemma":[0.982909,0.01202206,0.0004177639,0.0004885482,0.003766139,0.0003964419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005256027,0.004026515,0.1165637,0.003473717,0.002227723,0.00004120536,0.6001627,0.00003967176,0.001035511,0.02608035,0.0255041,0.2155888],"study_design_scores_gemma":[0.004928008,0.002585673,0.06799518,0.001254405,0.00003377849,0.00003409795,0.7678979,0.0001450956,0.00005542787,0.006062255,0.1487626,0.0002456313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985842,0.000088737,0.001492079,0.005722592,0.0002519216,0.001425615,0.00003423314,0.00002955569,0.005113266],"genre_scores_gemma":[0.9905885,0.001501236,0.006417184,0.0007053454,0.0001250669,0.00009575783,0.00008832298,0.0000241073,0.0004544794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153431,"threshold_uncertainty_score":0.9993373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110716173","doi":"10.5130/ijcre.v13i1.7208","title":"Mobilising knowledge on newcomers: Engaging key stakeholders to establish a research hub for Alberta","year":2020,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Grassroots; Stakeholder; Public relations; Immigration; Process (computing); Refugee; Stakeholder engagement; Work (physics); Service (business); Business; Knowledge management; Sociology; Political science; Marketing; Politics; Computer science; Engineering","authors":[{"name":"Mary Grantham O’Brien","is_ca":true},{"name":"Beren Cancino","is_ca":true},{"name":"Francis Apasu","is_ca":true},{"name":"Tanvir Chowdhury Turin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7639935676177222,"gpt":0.6227138609419187,"spread":0.1412797066758035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03038591,0.0001802774,0.0003610127,0.0008252542,0.004237603,0.0001850303,0.001613891,0.0001184828,0.0002090243],"category_scores_gemma":[0.01334702,0.0001618161,0.00008850366,0.0006937371,0.0002166156,0.0003280495,0.001311815,0.007943492,0.00008746783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882636,"about_ca_system_score_gemma":0.0006323052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002091252,"about_ca_topic_score_gemma":0.0008346828,"domain_scores_codex":[0.9854944,0.01058916,0.0009165562,0.0002056638,0.001721328,0.00107285],"domain_scores_gemma":[0.9767116,0.01717749,0.000206006,0.0003643928,0.00458808,0.0009524706],"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":[0.007273376,0.001427489,0.005794065,0.001378778,0.0005147351,0.00004418092,0.4648949,0.000791769,0.001739796,0.0165256,0.4329735,0.06664184],"study_design_scores_gemma":[0.003128108,0.003992823,0.001584205,0.002411566,0.00001057286,0.000004691325,0.3262131,0.0003565334,0.0004172728,0.00539415,0.6562913,0.0001957497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179921,0.0003678221,0.0005818025,0.05549283,0.0008071836,0.00166063,0.00003656368,0.00002668313,0.02303442],"genre_scores_gemma":[0.9941483,0.0004549702,0.001479949,0.002080972,0.0007997999,0.0001059845,0.00002222733,0.00003854658,0.0008693224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233178,"threshold_uncertainty_score":0.9984217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407037868","doi":"10.5130/ijcre.v18i1.9326","title":"Resisting scientific extractivism: A post-extractivist policy of knowledge production with marginalized communities","year":2025,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Mining and Resource Management","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Reciprocity (cultural anthropology); Sociology; Accountability; Negotiation; Citizen journalism; Context (archaeology); Sociology of scientific knowledge; Knowledge production; Epistemic community; Public relations; Economic Justice; Environmental ethics; Political science; Social science; Law; Knowledge management; Politics","authors":[{"name":"Baptiste Godrie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1028572537378081,"gpt":0.3726999817559034,"spread":0.2698427280180953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006499255,0.000113114,0.0001947564,0.001388828,0.0009396556,0.0001982064,0.0006345023,0.00003154736,0.00001963459],"category_scores_gemma":[0.0004424315,0.00009316803,0.00004400778,0.0004450955,0.0004611334,0.0001864472,0.0003261619,0.001526105,0.000001387393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988343,"about_ca_system_score_gemma":0.000145447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002934076,"about_ca_topic_score_gemma":0.0001291972,"domain_scores_codex":[0.9977256,0.00104347,0.0003598154,0.00005804598,0.0005981103,0.0002149373],"domain_scores_gemma":[0.9974285,0.0006939081,0.0001165475,0.0002928337,0.001406142,0.0000620125],"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":[0.006721612,0.007510349,0.01549012,0.005354955,0.008910547,0.0001290392,0.219363,0.03634945,0.1311827,0.03399397,0.03855001,0.4964442],"study_design_scores_gemma":[0.009050454,0.003704188,0.1332686,0.01040336,0.000230648,0.0003467235,0.4237354,0.00561217,0.07268011,0.01119613,0.3287054,0.001066805],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970193,0.0004959125,0.0008272558,0.001226656,0.0003139956,0.0001466914,0.000005615405,0.00002452943,0.02676638],"genre_scores_gemma":[0.9975374,0.0003359027,0.0006093202,0.00001022878,0.00008918287,0.000009586945,0.000009633947,0.00001228756,0.001386422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4953774,"threshold_uncertainty_score":0.7227166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115278257","doi":"10.5130/ijcre.v8i1.3936","title":"Shifting the evaluative gaze: Community-based program evaluation in the homeless sector","year":2015,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Homelessness and Social Issues","field":"Health Professions","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 Victoria","funders":"","keywords":"General partnership; Participatory action research; Public relations; Community development; Participatory evaluation; Citizen journalism; Community-based participatory research; Sociology; Housing First; Economic growth; Political science; Psychology; Mental health; Social science","authors":[{"name":"Bruce Wallace","is_ca":true},{"name":"Bernie Pauly","is_ca":true},{"name":"Kathleen Perkin","is_ca":true},{"name":"Mike Ranfft","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6728354869410879,"gpt":0.6143010548367264,"spread":0.05853443210436149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1260854,0.0001125294,0.0002599711,0.0002807897,0.003083322,0.0001555442,0.001576732,0.00008089882,0.00008164904],"category_scores_gemma":[0.004273226,0.00006467778,0.0000545051,0.0003846601,0.0003238228,0.0002017523,0.0004567993,0.007666183,0.00001086936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005289504,"about_ca_system_score_gemma":0.000779621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702235,"about_ca_topic_score_gemma":0.00626143,"domain_scores_codex":[0.9324881,0.06409279,0.0005827438,0.00005454011,0.002429421,0.0003523475],"domain_scores_gemma":[0.987533,0.007644574,0.0002969694,0.0003439251,0.004067382,0.000114136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005856086,0.001599626,0.03465993,0.00009637763,0.0001901136,0.00001226676,0.8450376,0.0004600314,0.00004215836,0.002497492,0.000993314,0.1138255],"study_design_scores_gemma":[0.002720477,0.0007993231,0.07264416,0.0003584335,0.00001890193,0.000001005769,0.896824,0.0009780744,0.00003302255,0.01850253,0.007041246,0.0000788492],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881205,0.0003173547,0.00007412262,0.005155194,0.0003673614,0.001277907,0.000008219457,0.00001074007,0.004668599],"genre_scores_gemma":[0.9987263,0.0001280532,0.0001439722,0.0003095277,0.0003005656,0.0003291752,0.00003318149,0.00001153389,0.00001770759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1218122,"threshold_uncertainty_score":0.9982145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027027889","doi":"10.5130/ijcre.v7i1.3389","title":"University and community partnerships in South Sulawesi, Indonesia: Enhancing community capacity and promoting democratic governance","year":2014,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Public Administration in Developing Nations","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Outreach; Mindset; Islam; General partnership; Political science; Public relations; Capacity building; Population; Corporate governance; Civil society; Sociology; Economic growth; Management; Politics; Geography","authors":[{"name":"Sri Mastuti","is_ca":false},{"name":"Ambo Masse","is_ca":false},{"name":"Ramsiah Tasruddin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2450514386930381,"gpt":0.39258411427266,"spread":0.1475326755796219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03990803,0.0001022056,0.000195439,0.0002966067,0.004881422,0.0002749103,0.0008481918,0.00008294611,0.00001056196],"category_scores_gemma":[0.007880058,0.0001093636,0.00002404891,0.0003222236,0.0009768845,0.0006111541,0.0006378164,0.00482711,6.943449e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650728,"about_ca_system_score_gemma":0.0002861259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879993,"about_ca_topic_score_gemma":0.01490172,"domain_scores_codex":[0.9766418,0.02183133,0.0003709524,0.00006775794,0.0008071233,0.0002810564],"domain_scores_gemma":[0.9932111,0.005216251,0.0002657656,0.0002063005,0.0008858063,0.0002148106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002726997,0.001253351,0.2089223,0.0002300885,0.0002180269,0.00001925545,0.6379696,0.00002312398,0.0005421331,0.1386015,0.0003307875,0.01161707],"study_design_scores_gemma":[0.002544161,0.0007919255,0.5734704,0.0006277522,0.00001813144,0.00003870332,0.349377,0.0002909849,0.0004112186,0.0673004,0.004824809,0.0003045755],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911587,0.00003647829,0.0007693758,0.004260899,0.00008333297,0.0001498416,0.000007728504,0.00001315782,0.003520489],"genre_scores_gemma":[0.9986591,0.0002483975,0.0008788958,0.0000664085,0.0000596767,0.00000206108,0.000004510362,0.000005857532,0.00007504074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3645481,"threshold_uncertainty_score":0.9974688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285046730","doi":"10.5130/ijcre.v15i1.8014","title":"Appraising HEI-community Partnerships: Assessing Performance, Monitoring Progress, and Evaluating Impacts","year":2022,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Service-Learning and Community Engagement","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":"Brock University","funders":"Brock University","keywords":"Perspective (graphical); Higher education; Value (mathematics); Momentum (technical analysis); Political science; Public relations; Sociology; Business; Computer science; Finance","authors":[{"name":"Ryan Plummer","is_ca":true},{"name":"Samantha Witkowski","is_ca":true},{"name":"Amanda Smits","is_ca":true},{"name":"Gillian Dale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.534948990344194,"gpt":0.5378182418501275,"spread":0.002869251505933534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.07017116,0.0001339398,0.0002036545,0.0004771521,0.01641207,0.000891978,0.001473505,0.000043272,0.00009044913],"category_scores_gemma":[0.001525488,0.0001366684,0.00005341107,0.000375485,0.0005050434,0.0007515443,0.002178691,0.007941769,0.000001431788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072759,"about_ca_system_score_gemma":0.0003252067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155566,"about_ca_topic_score_gemma":0.0001166739,"domain_scores_codex":[0.9692045,0.02745154,0.0004437859,0.00008180374,0.002341907,0.0004765042],"domain_scores_gemma":[0.9951823,0.002960686,0.000308329,0.0003041356,0.00100059,0.0002439982],"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":[0.0004931942,0.001547039,0.1670703,0.0001893715,0.0005499886,0.00003221859,0.4033958,0.0008406223,0.001123162,0.00197517,0.0005203364,0.4222627],"study_design_scores_gemma":[0.001301832,0.001422157,0.0695481,0.0004151126,0.00002782437,0.00004569743,0.8945895,0.000274898,0.0002501933,0.002575313,0.02933525,0.0002140519],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897944,0.0008304006,0.00002703515,0.002589428,0.0004336123,0.0001681206,0.000002488153,0.00003091276,0.006123621],"genre_scores_gemma":[0.9972566,0.001225725,0.001042916,0.00007468148,0.0002697087,0.00002289519,0.000009735897,0.00001598592,0.00008174338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4911937,"threshold_uncertainty_score":0.994347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2701668726","doi":"10.5130/ijcre.v10i1.5151","title":"Challenging the empowerment expectation: Learning, alienation and design possibilities in community-university research","year":2017,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Service-Learning and Community Engagement","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":"University of Toronto","funders":"","keywords":"Participatory action research; General partnership; Sociology; Action research; Public relations; Empowerment; Mainstream; Transformative learning; Narrative; Community organizing; Community development; Community building; Citizen journalism; Community organization; Alienation; Action (physics); Pedagogy; Political science","authors":[{"name":"Joe Curnow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3744125998329834,"gpt":0.4806579818566796,"spread":0.1062453820236962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.07806829,0.0000918484,0.0001435752,0.0005552372,0.01902438,0.0008263459,0.002289347,0.00006401794,0.00005331096],"category_scores_gemma":[0.003912142,0.0000807559,0.00003669371,0.0001662294,0.001294036,0.0005799926,0.001490823,0.006679321,0.000003427339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004451049,"about_ca_system_score_gemma":0.0001896768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02032698,"about_ca_topic_score_gemma":0.005479194,"domain_scores_codex":[0.9596887,0.03812652,0.000276181,0.00007605778,0.001476634,0.0003559114],"domain_scores_gemma":[0.9916147,0.006148636,0.0002054766,0.0004455403,0.001457063,0.0001286051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004459291,0.0006755764,0.01274152,0.00004048911,0.000175116,0.00003655301,0.9332628,0.0005633822,0.0001395867,0.01833745,0.0006590574,0.03292259],"study_design_scores_gemma":[0.0008875522,0.0005523941,0.05946109,0.0002021008,0.000005093537,0.000005634128,0.9052836,0.0001250696,0.00006770479,0.01306329,0.02026213,0.00008436173],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717537,0.0002379965,0.0002314881,0.01076075,0.0001596741,0.0002471413,0.000001038643,0.0000121642,0.01659611],"genre_scores_gemma":[0.9942219,0.004569552,0.0002037326,0.00003645198,0.00009864462,0.000005612667,0.000002982163,0.000007595175,0.000853559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07415615,"threshold_uncertainty_score":0.9956123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027883192","doi":"10.5130/ijcre.v4i0.1758","title":"It’s the Basement Stories, not the Belt: Lessons from a community-university knowledge mobilisation collaboration","year":2011,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Sustainability; Panacea (medicine); General partnership; Public relations; Political science; Sociology; Public administration; Law","authors":[{"name":"David Phipps","is_ca":true},{"name":"Daniele Zanotti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4249726496933522,"gpt":0.4537106143513354,"spread":0.02873796465798317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03579711,0.0001141105,0.0001423228,0.0002071085,0.01073318,0.0003113558,0.002723827,0.00006595033,0.0002808749],"category_scores_gemma":[0.001251843,0.00008236471,0.00006678465,0.0004183577,0.0008150893,0.0004027286,0.001065252,0.004423228,0.00001282601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573168,"about_ca_system_score_gemma":0.0004134176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06592076,"about_ca_topic_score_gemma":0.07466663,"domain_scores_codex":[0.9656391,0.0325513,0.0003134639,0.00006554064,0.00116698,0.0002636435],"domain_scores_gemma":[0.9917776,0.005190442,0.000241887,0.0005344267,0.002122635,0.0001329912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003854725,0.0009655702,0.001112076,0.000009405308,0.0003630602,0.000005244067,0.9494598,0.00003146243,0.000114794,0.02091383,0.009438941,0.01720037],"study_design_scores_gemma":[0.000521811,0.0002714578,0.01578986,0.00006158053,0.00002745852,0.000001232728,0.7129164,0.00002799127,0.0001883213,0.004099243,0.266023,0.00007163945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211799,0.000175566,0.000394318,0.04077953,0.0006246265,0.0003323783,0.00002978088,0.00002336528,0.03646053],"genre_scores_gemma":[0.9965925,0.001804602,0.0002272258,0.0005267361,0.0002008722,0.000007994679,0.00002997851,0.000008558394,0.0006015101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2565841,"threshold_uncertainty_score":0.9978736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984840671","doi":"10.5130/ijcre.v7i1.3393","title":"The Article Idea Chart: A participatory action research tool to aid involvement in dissemination","year":2014,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Community Health and Development","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; Lawson Health Research Institute","funders":"","keywords":"Participatory action research; Citizen journalism; Stakeholder; Action research; Process (computing); Public relations; Action (physics); Community-based participatory research; Dissemination; Chart; Knowledge management; Political science; Engineering ethics; Business; Sociology; Computer science; Engineering; Pedagogy","authors":[{"name":"Cheryl Forchuk","is_ca":true},{"name":"Amanda Meier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5418725648488457,"gpt":0.6088463977587408,"spread":0.06697383290989511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.08297874,0.00009713942,0.0001702321,0.0006658029,0.004254031,0.0001133069,0.000907507,0.00006973925,0.00009403302],"category_scores_gemma":[0.007377814,0.00007290784,0.00003227323,0.0004395569,0.0001742178,0.0002232711,0.001125329,0.005404966,0.00008480068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009592623,"about_ca_system_score_gemma":0.0004063699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007368089,"about_ca_topic_score_gemma":0.004011697,"domain_scores_codex":[0.9809156,0.01562152,0.0008880799,0.00009216104,0.001755032,0.0007276171],"domain_scores_gemma":[0.9875482,0.009295887,0.0001634971,0.0004052534,0.00227334,0.0003138144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003936039,0.002023197,0.1069812,0.0003918971,0.0002006403,0.00002086894,0.2236116,0.0001196866,0.005260431,0.03061911,0.08256688,0.5442684],"study_design_scores_gemma":[0.002386659,0.001399412,0.4287464,0.0009898687,0.000004641089,0.000004892172,0.1722891,0.0004466535,0.001162561,0.03998223,0.3524201,0.0001674323],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724324,0.0001090688,0.0002521793,0.02393204,0.0005062759,0.0006559306,0.000002602512,0.000009763979,0.002099717],"genre_scores_gemma":[0.9972653,0.000899269,0.000258658,0.0006836168,0.000238773,0.000200461,0.000006384896,0.00001126829,0.0004363147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.544101,"threshold_uncertainty_score":0.9970423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977156883","doi":"10.5130/ijcre.v7i1.3395","title":"Engaging evaluation research: Reflecting on the process of sexual assault/domestic violence protocol evaluation research","year":2014,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"General partnership; Scholarship; Sociology; Sexual assault; Theme (computing); Community engagement; Domestic violence; Protocol (science); Engaged scholarship; Public relations; Community-based participatory research; Psychology; Participatory action research; Poison control; Human factors and ergonomics; Political science; Medicine; Computer science","authors":[{"name":"Mavis Morton","is_ca":true},{"name":"Anne Bergen","is_ca":true},{"name":"Melissa Horan","is_ca":false},{"name":"Sara Crann","is_ca":true},{"name":"Danielle Bader","is_ca":true},{"name":"Linzy Bonham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8815832168568917,"gpt":0.7376941228375049,"spread":0.1438890940193868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6078596,0.0001459424,0.0002642212,0.002017183,0.002983216,0.0007303105,0.002854403,0.00008721426,0.0007763185],"category_scores_gemma":[0.1140051,0.00009187392,0.00005184214,0.001586652,0.0007509842,0.0006434149,0.0007758744,0.0063212,0.00004929063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000630668,"about_ca_system_score_gemma":0.001532594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444544,"about_ca_topic_score_gemma":0.0001070301,"domain_scores_codex":[0.8719662,0.08840311,0.001750035,0.0003444034,0.03684025,0.0006960202],"domain_scores_gemma":[0.923584,0.03378053,0.0006536652,0.0008506818,0.04094458,0.0001865511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001592303,0.001511225,0.004757839,0.0001202572,0.0002038946,0.000004063003,0.03114974,0.01152049,0.008398678,0.01003708,0.006098957,0.9246055],"study_design_scores_gemma":[0.004994683,0.008075362,0.03215668,0.001560516,0.00003393893,0.00004282141,0.1925702,0.1448309,0.01422885,0.5913231,0.009906497,0.0002764285],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685056,0.00003158541,0.0003907587,0.005759019,0.0002379105,0.01045562,0.000004167493,0.000006993399,0.01460834],"genre_scores_gemma":[0.9953633,0.00003823181,0.0002018097,0.00008380826,0.0002830488,0.003919999,0.000006831822,0.00001264385,0.0000903184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.924329,"threshold_uncertainty_score":0.9983147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519146971","doi":"10.5130/ijcre.v9i1.4729","title":"Caught up in power: Exploring discursive frictions in community research","year":2016,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Power (physics); Sociology; Participatory action research; Empowerment; Reflexivity; Citizen journalism; Public relations; Epistemology; Political science; Social science; Law","authors":[{"name":"Cindy L. Hanson","is_ca":true},{"name":"Adeyemi Ogunade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9168596997342899,"gpt":0.7060147559348734,"spread":0.2108449437994165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1471069,0.0001085507,0.0002370704,0.001912533,0.002943774,0.0002340123,0.001974761,0.00008074911,0.0002546804],"category_scores_gemma":[0.02837661,0.00008424766,0.00006210605,0.0009988961,0.001556691,0.00104879,0.00126351,0.007604764,0.00002257625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665836,"about_ca_system_score_gemma":0.0006373398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009863711,"about_ca_topic_score_gemma":0.0193572,"domain_scores_codex":[0.924023,0.07136052,0.0005995858,0.0001080809,0.003016665,0.0008921847],"domain_scores_gemma":[0.9804338,0.01651311,0.0001076636,0.0003738238,0.002159601,0.0004119929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001578882,0.004075885,0.09670154,0.00005397591,0.0002781338,0.000261745,0.719152,0.0000393238,0.01223525,0.0706803,0.005315034,0.08962793],"study_design_scores_gemma":[0.002960839,0.001103702,0.1729075,0.001030713,0.000003799927,0.000009237569,0.6336565,0.00001036075,0.003157751,0.1137146,0.07122371,0.0002213711],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801558,0.000157241,0.0001873882,0.00930615,0.0004251463,0.0002549536,0.00001073819,0.000009118748,0.009493427],"genre_scores_gemma":[0.9956788,0.003329325,0.0002195151,0.00002526367,0.0001319681,0.00006885659,0.000001284065,0.00001228272,0.0005327473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187303,"threshold_uncertainty_score":0.998537,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2998197509","doi":"10.5130/ijcre.v12i2.6856","title":"The University of Gondar, Queen’s University and Mastercard Foundation Scholars Program: A partnership for disability-inclusive higher education in Ethiopia","year":2019,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Mentorship; General partnership; Population; Capacity building; Community-based rehabilitation; Public relations; Medical education; Political science; Sociology; Rehabilitation; Medicine","authors":[{"name":"Heather M. Aldersey","is_ca":true},{"name":"Mikyas Abera","is_ca":false},{"name":"Anushka Mzinganjira","is_ca":true},{"name":"Solomon Mekonnen Abebe","is_ca":false},{"name":"Solomon Fasika Demissie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0803837894828188,"gpt":0.4054579503981041,"spread":0.3250741609152853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00507419,0.00005970162,0.0001515827,0.0001759937,0.0004579904,0.00005336392,0.0003273039,0.00004960697,0.00006031393],"category_scores_gemma":[0.0002922088,0.00004988505,0.00005031692,0.000121108,0.0004272706,0.0002570288,0.0003349334,0.001182822,0.00000252786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374005,"about_ca_system_score_gemma":0.0004960119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003368204,"about_ca_topic_score_gemma":0.00008656712,"domain_scores_codex":[0.9979133,0.001159868,0.0002067842,0.00006680581,0.0004987268,0.0001545095],"domain_scores_gemma":[0.9978137,0.0007506364,0.0001148298,0.0001765789,0.001067632,0.00007664523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0122789,0.002821091,0.5561453,0.000881008,0.0007033835,0.00001731367,0.01350757,0.00002378693,0.001790037,0.02679786,0.002760087,0.3822737],"study_design_scores_gemma":[0.004182161,0.001443186,0.6775891,0.0003889068,0.00002210677,0.000008114882,0.05566954,0.00009643746,0.0001511471,0.005237238,0.2551352,0.00007686196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888549,0.0001743686,0.00001576193,0.007961114,0.00006538201,0.0005431388,0.000001896834,0.000003652133,0.002379718],"genre_scores_gemma":[0.9964612,0.001129184,0.0002158912,0.00002801631,0.00002493245,0.000001579611,0.00001320391,0.000004756015,0.002121302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3821968,"threshold_uncertainty_score":0.5138838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946195929","doi":"10.5130/ijcre.v12i1.6342","title":"Embracing complexity: Co-creation with retired immigrant women","year":2019,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Bow Valley College","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Co-creation; Agency (philosophy); Face (sociological concept); Citizen journalism; Participatory action research; Reflexivity; Process (computing); Power (physics); Sociology; Participatory design; Public relations; Knowledge management; Political science; Computer science; Engineering; Social science; Operations management; World Wide Web","authors":[{"name":"Martha Fanjoy","is_ca":true},{"name":"Bronwyn Bragg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1202678519024669,"gpt":0.3659455543140754,"spread":0.2456777024116085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008055929,0.0001098377,0.0001947723,0.000607221,0.0007063164,0.0002486484,0.0006556066,0.00005792709,0.0001875204],"category_scores_gemma":[0.0002418499,0.00008811658,0.00002803041,0.0003292325,0.0003753956,0.0005911054,0.0004581068,0.001572114,0.00004293569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177628,"about_ca_system_score_gemma":0.00005682232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888086,"about_ca_topic_score_gemma":0.00002530827,"domain_scores_codex":[0.9982838,0.0002071456,0.0003285621,0.00008195887,0.0008254886,0.0002730348],"domain_scores_gemma":[0.9980342,0.0001930283,0.0002539858,0.0001680126,0.001331987,0.00001883662],"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":[0.005365109,0.001662444,0.08625223,0.0004677516,0.001942311,0.0001084434,0.033527,0.00008741333,0.00670463,0.7911829,0.005564868,0.0671349],"study_design_scores_gemma":[0.006736093,0.001079517,0.2056586,0.0006243635,0.00002897638,0.00007136739,0.1732195,0.000332801,0.003875918,0.4947191,0.113037,0.0006167406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534634,0.00002163874,0.000243983,0.001999889,0.0002166328,0.0001816623,0.000001718276,0.00002151848,0.04384956],"genre_scores_gemma":[0.9985032,0.0000370482,0.0004891533,0.0004482593,0.0002394508,0.00001240526,0.00002617989,0.00001164723,0.0002326626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2964638,"threshold_uncertainty_score":0.6830141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805866085","doi":"10.5130/ijcre.v11i1.5439","title":"Expectations of Field Supervisors in Kenya: Implications for Community-based Human Service Practicums","year":2018,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"International Development Research Centre","keywords":"Practicum; Employability; Kenya; CLARITY; Thematic analysis; Medical education; Psychology; Experiential learning; Pedagogy; Public relations; Qualitative research; Political science; Sociology; Medicine","authors":[{"name":"Joan Kabaria-Muriithi","is_ca":false},{"name":"Charlene VanLeeuwen","is_ca":true},{"name":"Lucy Kathuri‐Ogola","is_ca":false},{"name":"Lori E. Weeks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3800980417307631,"gpt":0.5445361942675295,"spread":0.1644381525367665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0115342,0.00005754258,0.0001232815,0.0003611905,0.001896378,0.00008742112,0.0008751709,0.00004994695,0.0001282167],"category_scores_gemma":[0.002412572,0.00005709096,0.00004556355,0.0003451591,0.0003814393,0.0002239484,0.0001317075,0.001128871,0.000002641483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728538,"about_ca_system_score_gemma":0.0003470726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007484437,"about_ca_topic_score_gemma":0.01727259,"domain_scores_codex":[0.994916,0.004011328,0.0004012343,0.00004814044,0.0004370481,0.0001862228],"domain_scores_gemma":[0.9919832,0.004201198,0.0001568844,0.0002516065,0.003296521,0.0001105519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006663713,0.006947287,0.2582272,0.000186874,0.0002728812,0.000001012656,0.638036,0.00005913404,0.005848669,0.06285849,0.0143131,0.01258302],"study_design_scores_gemma":[0.003025488,0.002562363,0.280176,0.0002739863,0.00002596132,0.000003120157,0.433336,0.00002435296,0.004660522,0.2061663,0.0695005,0.000245407],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559332,0.00002299088,0.0005016765,0.03983546,0.0001566913,0.0002257019,0.00001402264,0.000006483811,0.003303787],"genre_scores_gemma":[0.9977373,0.00004731266,0.001536006,0.0004389306,0.0001373288,0.00002934677,0.00001924516,0.000005277642,0.0000492767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2046999,"threshold_uncertainty_score":0.999403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964362202","doi":"10.5130/ijcre.v6i1.3257","title":"Community-based research decision-making: Experiences and factors affecting participation","year":2013,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"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":"Social Sciences and Humanities Research Council of Canada; University of Ottawa","keywords":"Corporate governance; Public relations; Public participation; Democracy; Political science; Sociology; Public administration; Business; Politics","authors":[{"name":"Vivien Runnels","is_ca":true},{"name":"Caroline Andrew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8846643334021607,"gpt":0.7378253477347129,"spread":0.1468389856674478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06068733,0.000114788,0.0002125935,0.0009841917,0.007745903,0.0002441775,0.001044077,0.00008046358,0.0007496537],"category_scores_gemma":[0.0198188,0.00009077274,0.00003208119,0.0004852928,0.0006517334,0.0006592604,0.001015136,0.00635525,0.00003115595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003956033,"about_ca_system_score_gemma":0.0004957486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500541,"about_ca_topic_score_gemma":0.0003557806,"domain_scores_codex":[0.9683075,0.02791637,0.0008990794,0.00009734336,0.002081023,0.0006986731],"domain_scores_gemma":[0.9509733,0.04424112,0.0003305963,0.0003241512,0.003743111,0.0003877656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002789,0.0004659295,0.1488896,0.0002138396,0.00008175564,0.000006757582,0.7871851,0.00005500811,0.001161893,0.0006443184,0.02441677,0.03660013],"study_design_scores_gemma":[0.001143573,0.0009896829,0.2620663,0.0006072122,0.000003227271,0.000004099096,0.7135991,0.0002527395,0.0003761387,0.01177178,0.009081092,0.0001049629],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910591,0.00002915358,0.0007620721,0.005948666,0.0003483622,0.0005659577,0.000006530586,0.00001422635,0.001265891],"genre_scores_gemma":[0.9969695,0.00008598762,0.00142228,0.001217719,0.0001349132,0.0001092467,0.000004588763,0.00001127027,0.00004451918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131768,"threshold_uncertainty_score":0.9959371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034602061","doi":"10.5130/ijcre.v13i1.6745","title":"The tree of community knowledge and engagement","year":2020,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Memorial University of Newfoundland; Eli Lilly and Company","keywords":"Sociology; Disadvantaged; Participatory action research; Narrative; Citizen journalism; Storytelling; Community engagement; Traditional knowledge; Transformative learning; Public relations; Pedagogy; Political science; Anthropology; Ecology","authors":[{"name":"Morgan Gardner","is_ca":true},{"name":"Kate Scarth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5197415007244252,"gpt":0.5479708754467487,"spread":0.02822937472232356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03251757,0.00006507757,0.0001197492,0.0001400489,0.003902487,0.0002340146,0.0009690446,0.00003134864,0.0001028848],"category_scores_gemma":[0.007779369,0.00004888197,0.00003344005,0.0002540321,0.0008817884,0.0002606192,0.0005324982,0.003383844,0.000004854657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008334016,"about_ca_system_score_gemma":0.000259507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007906476,"about_ca_topic_score_gemma":0.0004951282,"domain_scores_codex":[0.9834754,0.01518308,0.0003409327,0.00003644533,0.0007849609,0.0001791935],"domain_scores_gemma":[0.9916292,0.005982945,0.0002631454,0.0001345803,0.00184685,0.0001432172],"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":[0.0004178603,0.0007739555,0.004698745,0.00005144732,0.0003947921,0.000002781079,0.6995969,0.000007640596,0.0008419487,0.07476947,0.02529373,0.1931507],"study_design_scores_gemma":[0.0004623367,0.0004744518,0.0216163,0.00003887858,0.000007147913,0.000001902723,0.3535089,0.00001007448,0.0003128949,0.003911119,0.6196082,0.00004790916],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013471,0.000633725,0.0001186724,0.05533299,0.0003112424,0.0001307416,0.000002809125,0.000007317316,0.04211539],"genre_scores_gemma":[0.9962012,0.002766954,0.000187565,0.000282772,0.0002199184,0.000003551557,0.00000240563,0.000004831832,0.0003308433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5943144,"threshold_uncertainty_score":0.9989154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805590496","doi":"10.5130/ijcre.v11i1.5584","title":"Exploring Community-based Research Values and Principles: Lessons Learned from a Delphi Study","year":2018,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":2,"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; University of Victoria","funders":"Nature","keywords":"Institution; Delphi method; Discipline; Sociology; Delphi; Research design; Psychology; Management science; Engineering ethics; Computer science; Social science; Engineering; Artificial intelligence","authors":[{"name":"Jenny Francis","is_ca":true},{"name":"Miu Chung Yan","is_ca":true},{"name":"Hartej Gill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9018461245266791,"gpt":0.5094195524366811,"spread":0.392426572089998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04102424,0.0001435795,0.0003493445,0.001141777,0.003749668,0.0006016383,0.001537899,0.0000582131,0.000149587],"category_scores_gemma":[0.00278722,0.0001496755,0.0000618429,0.0003815544,0.0007312722,0.0005683284,0.001709769,0.004923969,0.00003133268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003240959,"about_ca_system_score_gemma":0.0001201616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006979431,"about_ca_topic_score_gemma":0.001037481,"domain_scores_codex":[0.9930738,0.005144187,0.000711192,0.0001216498,0.0005383317,0.0004108598],"domain_scores_gemma":[0.9943615,0.003368282,0.0002378721,0.0005162664,0.001292534,0.0002236048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001791121,0.008048384,0.1710503,0.00008843348,0.00225846,0.00006870924,0.7193649,0.00004945121,0.0005264811,0.02128503,0.002941831,0.07252684],"study_design_scores_gemma":[0.004201666,0.004175773,0.348993,0.0002965687,0.00001358443,0.000007351819,0.3221998,0.0002583518,0.0004852401,0.2886814,0.03032365,0.0003635576],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895825,0.0002576359,0.0001965932,0.004411455,0.0002620906,0.0002182992,0.00004067287,0.00001442863,0.005016267],"genre_scores_gemma":[0.997146,0.001685551,0.000626263,0.0001020132,0.0002338091,0.00002060377,0.00002020137,0.00001963701,0.0001459758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3971651,"threshold_uncertainty_score":0.9996332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035543251","doi":"10.5130/ijcre.v13i1.6862","title":"Engaging a community for youth mental health and wellness: Reflections and lessons learned","year":2020,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada; Memorial University of Newfoundland","funders":"","keywords":"Mental health; General partnership; Alliance; Community engagement; Public relations; Action plan; Plan (archaeology); Medical education; Psychology; Political science; Sociology; Medicine; Psychiatry; Management","authors":[{"name":"Lisa Bishop","is_ca":true},{"name":"Stephen D’Arcy","is_ca":true},{"name":"Rob Sinnott","is_ca":true},{"name":"S. K. Avery","is_ca":true},{"name":"Amanda Pendergast","is_ca":true},{"name":"Norah Duggan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9289957685516339,"gpt":0.7375774755457462,"spread":0.1914182930058878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02636769,0.0001134225,0.0002551156,0.0003226096,0.008738725,0.0001053117,0.0005293821,0.00004982118,0.00004606838],"category_scores_gemma":[0.005275954,0.0001034592,0.00003188834,0.0002241874,0.0003319294,0.000321394,0.0007182325,0.004655997,0.000003331896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222679,"about_ca_system_score_gemma":0.0006693964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445931,"about_ca_topic_score_gemma":0.0003699005,"domain_scores_codex":[0.9842888,0.01368818,0.0007493864,0.0001037017,0.0006810764,0.0004888475],"domain_scores_gemma":[0.9926023,0.005368603,0.0003602129,0.0001722163,0.0007823146,0.0007143682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006717209,0.000170654,0.00397386,0.000476431,0.0001680806,0.000001188989,0.9444664,0.000005904006,0.0008472545,0.003547863,0.0138596,0.03181103],"study_design_scores_gemma":[0.003211596,0.001590112,0.003623007,0.0002667629,0.000009408473,0.00001334107,0.8082824,0.000139666,0.0001001273,0.00554782,0.1771094,0.0001063391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037399,0.0002154753,0.002161575,0.291963,0.0002486713,0.0006688687,0.0002333689,0.00002042936,0.0007486824],"genre_scores_gemma":[0.9832141,0.002075709,0.001617651,0.01274629,0.0001981429,0.00003389376,0.00002884711,0.00001386034,0.00007151514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2794742,"threshold_uncertainty_score":0.9976403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382813050","doi":"10.5130/ijcre.v16i1.8433","title":"The Full SPECTRUM: Developing a Tripartite Partnership between Community, Government and Academia for Collaborative Social Policy Research","year":2023,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; University of Saskatchewan; First Nations Health and Social Secretariat of Manitoba; Assembly of First Nations; Government of Manitoba; University of Manitoba; Athabasca University; Manitoba Health","funders":"","keywords":"General partnership; Government (linguistics); Public relations; Public policy; Business; Public sector; Capacity building; Public administration; Political science; Knowledge management; Economic growth; Economics; Computer science","authors":[{"name":"Jennifer Enns","is_ca":true},{"name":"Marni Brownell","is_ca":true},{"name":"Hera J M Casidsid","is_ca":true},{"name":"Mikayla Hunter","is_ca":true},{"name":"Anita Durksen","is_ca":true},{"name":"Lorna Turnbull","is_ca":true},{"name":"Nathan Nickel","is_ca":true},{"name":"Karine Levasseur","is_ca":true},{"name":"Myra J Tait","is_ca":true},{"name":"Scott E. Sinclair","is_ca":true},{"name":"Selena Randall","is_ca":true},{"name":"Amy Freier","is_ca":true},{"name":"Colette Scatliff","is_ca":true},{"name":"Emily Brownell","is_ca":true},{"name":"Aine Dolin","is_ca":true},{"name":"Nora Murdock","is_ca":true},{"name":"Alyson Mahar","is_ca":true},{"name":"Stephanie Sinclair","is_ca":false},{"name":"The SPECTRUM Partnership","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5627666639997152,"gpt":0.4889485979896311,"spread":0.07381806601008406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0486704,0.0001248688,0.0003034123,0.0005758392,0.006652935,0.0006330128,0.001285871,0.0001301211,0.00001047763],"category_scores_gemma":[0.003622949,0.0001135839,0.00007015349,0.0008478096,0.0005785349,0.0002759637,0.001491627,0.005024656,0.00001528375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008363587,"about_ca_system_score_gemma":0.0002684303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007154677,"about_ca_topic_score_gemma":0.0005837838,"domain_scores_codex":[0.9949728,0.003111554,0.0006800181,0.00008367968,0.0005838883,0.0005680125],"domain_scores_gemma":[0.9926649,0.006009572,0.0002842212,0.0002060983,0.0006801851,0.0001549802],"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":[0.001577956,0.0004366693,0.03416108,0.0001765286,0.002153687,0.00001215949,0.2470151,0.00001314016,0.0001849426,0.5548334,0.07983934,0.07959606],"study_design_scores_gemma":[0.001810474,0.0007416648,0.149362,0.00008438291,0.000005814759,0.000004384906,0.08867647,0.00003461366,0.000227078,0.5399006,0.2189648,0.000187728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419535,0.0004021065,0.0001389207,0.05328589,0.0001235579,0.0003433565,0.0001251439,0.00001272406,0.00361475],"genre_scores_gemma":[0.9936172,0.004929641,0.0001525553,0.0001086737,0.0005332951,0.00003740988,0.00002524102,0.00001704799,0.0005789095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1583386,"threshold_uncertainty_score":0.9972708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165189542","doi":"10.5130/ijcre.v8i1.3676","title":"Simulation as a tool for developing knowledge mobilisation strategies: Innovative knowledge transfer in youth services","year":2015,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Dalhousie University","funders":"Arts and Humanities Research Council","keywords":"Government (linguistics); Knowledge transfer; Best practice; Knowledge management; Software deployment; Psychology; Psychological intervention; Process (computing); Service provider; Service (business); Public relations; Medical education; Business; Nursing; Computer science; Medicine; Political science; Marketing","authors":[{"name":"Michael Ungar","is_ca":true},{"name":"Shelly Whitman","is_ca":false},{"name":"Angie Hart","is_ca":false},{"name":"David Phipps","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.397711981719498,"gpt":0.580945568686916,"spread":0.1832335869674181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01313226,0.0001191139,0.0001935491,0.0007117601,0.0007763571,0.00008937757,0.0004352076,0.0001139329,0.00004392641],"category_scores_gemma":[0.001464227,0.0001030805,0.00003035412,0.0005547419,0.00008050833,0.0007185279,0.0001764295,0.001743073,0.0000223737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008307229,"about_ca_system_score_gemma":0.003468896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003193256,"about_ca_topic_score_gemma":0.0009950838,"domain_scores_codex":[0.9944929,0.003816906,0.0007937076,0.00009424487,0.0005368497,0.0002653886],"domain_scores_gemma":[0.9873202,0.002712295,0.0001733762,0.0001319353,0.009566094,0.00009612278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003755461,0.00112507,0.005287619,0.0003980624,0.0001827606,0.000002248921,0.9237981,0.001986148,0.0007090766,0.05266542,0.001037458,0.009052511],"study_design_scores_gemma":[0.004680365,0.0008909844,0.01334632,0.001398854,0.00001046349,0.000001798604,0.921351,0.003057552,0.0003542633,0.04106101,0.01365707,0.0001903293],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816706,0.0001382545,0.01035753,0.001503228,0.001124587,0.0007195137,0.0000226225,0.00001197713,0.00445165],"genre_scores_gemma":[0.998109,0.00006775655,0.0007217893,0.0002395347,0.0003138881,0.0000979801,0.0001209806,0.00001379939,0.0003152536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643838,"threshold_uncertainty_score":0.7572883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996902741","doi":"10.5130/ijcre.v12i2.6726","title":"Ensuring durability of community-university engagement in a challenging context: Empirical evidence on Science Shops","year":2019,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Université de Lyon; Technological University Dublin; European Commission; Queen's University; University College Cork; Queen's University Belfast","keywords":"Context (archaeology); Public relations; Curriculum; Formative assessment; Political science; Citizen journalism; Empirical evidence; Summative assessment; Empirical research; Sociology; Pedagogy","authors":[{"name":"Andrea Vargiu","is_ca":false},{"name":"Mariantonietta Cocco","is_ca":false},{"name":"Valentina Ghibellini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4399773034227674,"gpt":0.4767914122330715,"spread":0.03681410881030417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.077149,0.0001361005,0.0002982442,0.00105449,0.003147496,0.0001646263,0.002994318,0.00006673526,0.0001582516],"category_scores_gemma":[0.004104472,0.0001373336,0.0000876238,0.0007244852,0.001070801,0.0006267856,0.001687317,0.006329052,0.00001144718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026307,"about_ca_system_score_gemma":0.0004684719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007322724,"about_ca_topic_score_gemma":0.002177557,"domain_scores_codex":[0.9758484,0.02076595,0.0005048834,0.0001151022,0.002298061,0.0004675684],"domain_scores_gemma":[0.9893885,0.007900284,0.000259152,0.0005901306,0.001646867,0.0002150976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002056511,0.004679441,0.1364806,0.0003246983,0.000349437,0.00005406653,0.7450041,0.002253588,0.004657941,0.02954278,0.0003588818,0.07423794],"study_design_scores_gemma":[0.001531474,0.001526727,0.1900177,0.001312667,0.00001174566,0.000005106482,0.7886494,0.0001144868,0.001251822,0.002662598,0.0127129,0.0002034165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823733,0.0001309658,0.0000386849,0.004956776,0.0002643944,0.0002799899,0.000002979323,0.00001521342,0.01193767],"genre_scores_gemma":[0.9982651,0.001294953,0.0001201538,0.000157708,0.00004575861,0.000002204125,0.000001707174,0.000008007513,0.0001044462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07403452,"threshold_uncertainty_score":0.9992876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519640351","doi":"10.5130/ijcre.v9i1.4353","title":"Fundamental researcher attributes: Reflections on ways to facilitate participation in Community Psychology doctoral dissertation research","year":2016,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"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":"","keywords":"Reflexivity; Participatory action research; Pedagogy; Psychology; Sociology; Engineering ethics; Social science","authors":[{"name":"Renato M. Liboro","is_ca":true},{"name":"Robb Travers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8599943278471819,"gpt":0.6895646960220765,"spread":0.1704296318251054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05916366,0.0001639449,0.0002976978,0.002032896,0.004682338,0.00007028107,0.001289936,0.0001502193,0.0004282283],"category_scores_gemma":[0.00914962,0.0001227775,0.0000536245,0.00083741,0.0003782655,0.0003447684,0.001152816,0.009734989,0.0002353088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994751,"about_ca_system_score_gemma":0.0005916459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004605938,"about_ca_topic_score_gemma":0.013958,"domain_scores_codex":[0.9665056,0.02934516,0.001121477,0.0001491275,0.00185647,0.001022131],"domain_scores_gemma":[0.9813284,0.01408123,0.0001812486,0.0006356104,0.003193661,0.0005798363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.02067276,0.01035868,0.1715819,0.0004858692,0.0004676138,0.00008796043,0.501685,0.00008190131,0.02835295,0.0280064,0.07525504,0.162964],"study_design_scores_gemma":[0.004917992,0.005470758,0.7476953,0.001504437,0.000004145825,0.000007654465,0.08638997,0.000006919469,0.0004731513,0.06164496,0.09167253,0.0002122271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619595,0.00004306551,0.0008158057,0.02906608,0.0004887294,0.0008436395,0.00004745477,0.0000198676,0.006715868],"genre_scores_gemma":[0.9968012,0.0006561535,0.0005920865,0.0009761993,0.0001380262,0.0002385131,0.00003902367,0.00001892981,0.0005398653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5761134,"threshold_uncertainty_score":0.9991967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400344356","doi":"10.5130/ijcre.v17i1.9043","title":"Partnering with older adults for digital research tool development: Demystifying an engaged research process","year":2024,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Process (computing); Process management; Psychology; Computer science; Engineering","authors":[{"name":"Natalia Balyasnikova","is_ca":true},{"name":"Sonia San Martín Gutiérrez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3183446899889948,"gpt":0.5116489580342067,"spread":0.1933042680452119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08957909,0.0001422296,0.0001956931,0.00161,0.008197708,0.001695968,0.001971849,0.0001376694,0.00004435821],"category_scores_gemma":[0.008986956,0.0001188238,0.00004498219,0.0009141858,0.001331056,0.001446008,0.0006245165,0.01035018,0.000012841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005833194,"about_ca_system_score_gemma":0.001426351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002368551,"about_ca_topic_score_gemma":0.0009999787,"domain_scores_codex":[0.9864841,0.008205711,0.0004945921,0.0002430509,0.003625222,0.000947368],"domain_scores_gemma":[0.9852952,0.008459742,0.00007127196,0.0002804992,0.00560372,0.0002895537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001794649,0.001212256,0.003475402,0.0005764141,0.0006201442,0.0002352832,0.6132571,0.00003206659,0.0004994407,0.01315938,0.002733615,0.3624042],"study_design_scores_gemma":[0.002936571,0.002313253,0.008713939,0.004436971,0.00001266276,0.00009002271,0.8121707,0.0003365873,0.004203831,0.03121747,0.1331522,0.0004157611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923748,0.0004326342,0.0008632197,0.003321118,0.0001952096,0.0007341582,0.00001243705,0.00008020458,0.001986191],"genre_scores_gemma":[0.9973537,0.0003357019,0.001407094,0.00001530017,0.0003590582,0.0001438556,0.0000179556,0.00003206558,0.0003352096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3619885,"threshold_uncertainty_score":0.9993607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200246050","doi":"10.5130/ijcre.v14i2.7766","title":"Harnessing the Power of Stories for Rural Sustainability: Reflections on Community-Based Research on the Great Northern Peninsula of Newfoundland","year":2021,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Research & Development Corporation; Canadian Historical Association; Memorial University of Newfoundland","funders":"Office of Research and Engagement, University of Tennessee, Knoxville; Social Sciences and Humanities Research Council of Canada; Memorial University of Newfoundland","keywords":"Storytelling; Sustainability; Narrative; Scholarship; Power (physics); Community engagement; Participatory action research; Sociology; Citizen journalism; Political science; Peninsula; Economic growth; Public relations; Geography; Anthropology; Ecology; Law; Economics","authors":[{"name":"Brennan Lowery","is_ca":true},{"name":"Joan Cranston","is_ca":false},{"name":"Carolyn Lavers","is_ca":false},{"name":"Richard May","is_ca":true},{"name":"Renee Pilgrim","is_ca":false},{"name":"Joan Simmonds","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2997044725142692,"gpt":0.4356595363317423,"spread":0.1359550638174731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01890864,0.00009192096,0.0001740338,0.00008525886,0.002835673,0.0001675683,0.0009452237,0.00004587367,0.00007059381],"category_scores_gemma":[0.003883317,0.00003291056,0.0001108593,0.0004319973,0.0007186529,0.0001011034,0.0003829478,0.002120048,3.900108e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000326606,"about_ca_system_score_gemma":0.0002348536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573496,"about_ca_topic_score_gemma":0.003227871,"domain_scores_codex":[0.9911304,0.007083016,0.0003771513,0.00006353798,0.001092764,0.0002531511],"domain_scores_gemma":[0.9815053,0.01160159,0.000147194,0.0002019843,0.006482339,0.00006161373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.02279049,0.01600591,0.3593544,0.0009522297,0.002368246,0.00007675933,0.1684659,0.00168137,0.1050764,0.110832,0.01713003,0.1952664],"study_design_scores_gemma":[0.001109705,0.005262465,0.3359842,0.0003207443,0.00001536737,0.00001285838,0.4851498,0.00003324452,0.01005286,0.1289871,0.03291346,0.0001581513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689922,0.00005519381,0.00001178185,0.0295931,0.0001039596,0.0002773615,0.00002106312,0.000003365966,0.0009419635],"genre_scores_gemma":[0.9994555,0.0000615022,0.00003236207,0.0001120707,0.00005497958,0.00001880949,0.00002529456,0.000001508661,0.0002380301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3166839,"threshold_uncertainty_score":0.9984625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172577139","doi":"10.5130/ijcre.v14i1.7665","title":"Undergraduate students’ perceptions of community engagement: A snapshot of a public research university in Canada","year":2021,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Medical education; Perception; Incentive; Population; Psychology; Community engagement; Student engagement; Public university; Social media; Medicine; Public relations; Political science","authors":[{"name":"Sarika Haque","is_ca":true},{"name":"Taylor Krawec","is_ca":true},{"name":"Joan Chu","is_ca":true},{"name":"Tammy Wong","is_ca":true},{"name":"Mohammad Chowdhury","is_ca":true},{"name":"Tanvir Chowdhury Turin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3769326333865275,"gpt":0.4582733059446126,"spread":0.08134067255808514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.05492689,0.0001115979,0.0003133437,0.0008861691,0.003042181,0.0001456885,0.002872517,0.000062286,0.0004324338],"category_scores_gemma":[0.002953914,0.000122755,0.00008143505,0.001168495,0.0007380477,0.0003068788,0.00239506,0.007003929,0.00000167402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170545,"about_ca_system_score_gemma":0.003281973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7791983,"about_ca_topic_score_gemma":0.9122934,"domain_scores_codex":[0.9346678,0.06090865,0.0005908198,0.00008081595,0.003261376,0.0004905156],"domain_scores_gemma":[0.9888715,0.005591262,0.000248837,0.0005201959,0.004517748,0.0002504803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005774759,0.008989858,0.4040993,0.0003828545,0.001750442,0.0002454942,0.4791701,0.0006913033,0.002590937,0.05952941,0.007138655,0.03483417],"study_design_scores_gemma":[0.001197254,0.0003000044,0.1448799,0.0002260143,0.00001200859,0.000004909563,0.8265877,0.00001065752,0.0002574565,0.004422082,0.02201184,0.00009015638],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772934,0.0001427931,0.00005093564,0.006663349,0.0001509512,0.0001576212,0.00002081186,0.000004615752,0.0155155],"genre_scores_gemma":[0.9954072,0.003974417,0.000204118,0.00006321829,0.00003757589,0.000002759942,0.00003291562,0.000008685269,0.0002691055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3474176,"threshold_uncertainty_score":0.9982557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407037588","doi":"10.5130/ijcre.v18i1.9204","title":"Reflections on multimodality: Making the most of Kairotic moments","year":2025,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University; Concordia University; University of Regina","funders":"","keywords":"Multimodality; Temporality; Set (abstract data type); Action (physics); Psychology; Sociology; Process (computing); Nature versus nurture; Embodied cognition; Extant taxon; Gesture; Dementia; Epistemology; Aesthetics; Cognitive science; Computer science; World Wide Web","authors":[{"name":"M. Rebecca Genoe","is_ca":true},{"name":"Darla Fortune","is_ca":true},{"name":"Colleen Whyte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5235015950626245,"gpt":0.6256994173569888,"spread":0.1021978222943642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01528184,0.00004231661,0.00007562964,0.0003799855,0.001922833,0.0001410581,0.0006271835,0.00002537578,0.0001291118],"category_scores_gemma":[0.004949207,0.00003137444,0.00002748359,0.0004325491,0.0004119564,0.0001597079,0.0001593846,0.001634251,0.000003088925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793832,"about_ca_system_score_gemma":0.0002888465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009390051,"about_ca_topic_score_gemma":0.0002111358,"domain_scores_codex":[0.9943137,0.004500067,0.0002518483,0.00003665591,0.0007704161,0.0001273487],"domain_scores_gemma":[0.995485,0.002562931,0.0001882294,0.0001227448,0.001610891,0.0000301966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000687487,0.00216819,0.01099681,0.00005188918,0.0009261644,0.000005142146,0.2400537,0.000462539,0.000909176,0.6526482,0.02461158,0.06647915],"study_design_scores_gemma":[0.0007316862,0.0004080772,0.05287579,0.0003571673,0.0000152212,0.000002435124,0.3622781,0.00002554625,0.0006196151,0.03581248,0.5468034,0.00007051438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7358178,0.00009070099,0.0005104081,0.0616854,0.0009969868,0.0001789156,0.000002787974,0.000007133674,0.2007098],"genre_scores_gemma":[0.9974631,0.0002685965,0.0002376348,0.000489821,0.0001019884,0.000004699851,0.000001254103,0.000002301707,0.001430584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6168357,"threshold_uncertainty_score":0.9993765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407037871","doi":"10.5130/ijcre.v18i1.9579","title":"Writing research differently","year":2025,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Sustenance; CLARITY; Cohesion (chemistry); Sociology; Coherence (philosophical gambling strategy); Futures contract; Semiotics; Order (exchange); Computer science; Epistemology; Political science","authors":[{"name":"Margaret Malone","is_ca":false},{"name":"Jourdan Davis","is_ca":false},{"name":"Stephen Muecke","is_ca":false},{"name":"Karen Schwartz","is_ca":true},{"name":"Chantal Trudel","is_ca":true},{"name":"Liz Weaver","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3177815538895057,"gpt":0.4851293696049528,"spread":0.1673478157154471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01460286,0.00008906148,0.000189918,0.001100187,0.002281025,0.0007114003,0.001044736,0.00002332665,0.0006707573],"category_scores_gemma":[0.001263355,0.00006989763,0.00007843255,0.0001277763,0.001009157,0.0002512619,0.001072779,0.002725386,0.00001438203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446232,"about_ca_system_score_gemma":0.00008400207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004605515,"about_ca_topic_score_gemma":0.000638455,"domain_scores_codex":[0.9952932,0.002598187,0.0004178538,0.00007214746,0.001308922,0.0003096759],"domain_scores_gemma":[0.9944113,0.001945825,0.00008550905,0.0002279108,0.003260263,0.00006916418],"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":[0.0002530037,0.001045497,0.001961686,0.00008845991,0.001977296,0.00007113859,0.1131279,0.00001152362,0.0003704103,0.7378254,0.06383266,0.07943501],"study_design_scores_gemma":[0.001107165,0.000538549,0.003464346,0.0005987808,0.0000388038,0.000008392503,0.5788049,0.00003135263,0.0005894892,0.1494967,0.2651875,0.000134048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7203807,0.001291976,0.00007009113,0.006791039,0.0005202233,0.00009487691,0.000009574123,0.00001048117,0.270831],"genre_scores_gemma":[0.9932392,0.0009954235,0.00007839441,0.0001371098,0.0005033421,0.000008440628,0.000005869767,0.000006842819,0.00502538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883287,"threshold_uncertainty_score":0.9995754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390024953","doi":"10.5130/ijcre.v16i1.8695","title":"Inciting Change Makers in an Online Community Engaged Learning Environment During Pandemic Restrictions: Lessons from a Disability Studies and Community Rehabilitation Program","year":2023,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Mentorship; Context (archaeology); Community engagement; Medical education; Online community; Psychology; Public relations; Political science; Medicine","authors":[{"name":"Meaghan Edwards","is_ca":true},{"name":"Joanna Rankin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5959108086592899,"gpt":0.5424592641679227,"spread":0.05345154449136724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05721295,0.0001334349,0.0002490628,0.0003677004,0.008341058,0.0002189942,0.0006741595,0.00007516764,0.00002744675],"category_scores_gemma":[0.01481389,0.0001331102,0.0000517112,0.0004015099,0.001464354,0.0006330638,0.0008371663,0.009451299,0.000002573376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214796,"about_ca_system_score_gemma":0.00008949906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0269531,"about_ca_topic_score_gemma":0.03422714,"domain_scores_codex":[0.9358712,0.06218914,0.0005650035,0.0001112368,0.0009179095,0.0003454891],"domain_scores_gemma":[0.9841373,0.01465389,0.0001941434,0.0003297056,0.0004682433,0.0002167396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001553479,0.002618502,0.4513153,0.00007062279,0.0000968262,0.000003062672,0.4826612,0.00009775729,0.0001172635,0.0001123927,0.00002776314,0.06272402],"study_design_scores_gemma":[0.0004676952,0.0004163902,0.4967555,0.000135485,0.000005623981,0.000001028878,0.4957348,0.00002470438,0.000006013185,0.005893644,0.0005006543,0.00005840279],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908336,0.000164018,0.000002447921,0.008178212,0.0001539263,0.0005031181,0.00002146325,0.00006482647,0.00007839496],"genre_scores_gemma":[0.9952,0.00390698,0.0004898404,0.0000406639,0.0001486016,0.0001140949,0.00006710496,0.00001139326,0.00002134917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06266562,"threshold_uncertainty_score":0.9934847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}