{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"0cc2d7480d52","filters":{"venue":"Journal of Poetry Therapy"}},"results":[{"id":"W2084182163","doi":"10.1080/08893675.2012.736180","title":"Found poetry – Finding home: A qualitative study of homeless immigrant women","year":2012,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Poetry; Immigration; Qualitative research; Psychology; Gender studies; Sociology; Literature; Art; History; Anthropology","authors":[{"name":"Sandra Sjollema","is_ca":true},{"name":"Shawn Renée Hordyk","is_ca":true},{"name":"Christine A. Walsh","is_ca":true},{"name":"Jill Hanley","is_ca":true},{"name":"Nicole Ives","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1043307597957384,"gpt":0.4841553043288435,"spread":0.3798245445331051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004179283,0.0002231119,0.001259481,0.0003373498,0.0004268132,0.00001499912,0.0002934007,0.0002054026,0.0006281874],"category_scores_gemma":[0.0001111571,0.0001628605,0.0001728451,0.0004910628,0.00007412198,0.0004474172,0.00005388946,0.0008387244,0.00002256833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003040423,"about_ca_system_score_gemma":0.0001927381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004005201,"about_ca_topic_score_gemma":0.0001328211,"domain_scores_codex":[0.995275,0.001917768,0.001284136,0.0001261897,0.0006773373,0.0007195803],"domain_scores_gemma":[0.9964875,0.0009815883,0.001536507,0.0002279097,0.0004774004,0.0002890755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006845468,0.001363694,0.1246052,0.00008622919,0.0003682412,0.00001140229,0.8686661,0.000001195628,0.000727273,0.0004109989,0.00005522386,0.003019955],"study_design_scores_gemma":[0.003503728,0.001023411,0.1329989,0.0001517112,0.00002081605,0.000001192124,0.8605443,6.769282e-7,0.0000703546,0.0006682121,0.000854549,0.0001620843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945041,0.002941018,0.00007221731,0.00007928065,0.001589924,0.0004264741,0.00001308542,0.00001557958,0.0003583569],"genre_scores_gemma":[0.9978278,0.000601813,0.00007031697,0.00008176478,0.001100017,0.00002897851,0.000001089256,0.00004296928,0.0002452455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008393724,"threshold_uncertainty_score":0.6878212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2551671722","doi":"10.1080/08893675.2016.1256466","title":"The raw and the poignant: using community poetry in research","year":2016,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Poetry; Raw data; The arts; Sociology; Context (archaeology); Qualitative research; Literature; Creative writing; Social science; History; Visual arts; Art; Computer science","authors":[{"name":"Sandra Sjollema","is_ca":true},{"name":"Neil Bilotta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8913469828478611,"gpt":0.7286911756237973,"spread":0.1626558072240638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.08326237,0.0000776825,0.0002131744,0.000169035,0.002159842,0.0001839224,0.000916069,0.00008332254,0.0000542466],"category_scores_gemma":[0.00833287,0.00003071632,0.00008112263,0.0006051372,0.003216332,0.0003111802,0.0001160198,0.001125095,0.000003700639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365222,"about_ca_system_score_gemma":0.0005713488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489222,"about_ca_topic_score_gemma":0.0007263203,"domain_scores_codex":[0.9735538,0.02426895,0.0003898568,0.00007312087,0.001165789,0.0005484433],"domain_scores_gemma":[0.9842474,0.01465943,0.0002010367,0.0002872606,0.0004236309,0.0001811719],"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":[0.01006781,0.0007062998,0.1042628,0.00001857051,0.0003068493,0.00009863366,0.1536186,0.00001298756,0.1010802,0.1040689,0.002430817,0.5233275],"study_design_scores_gemma":[0.02044492,0.001526133,0.2224157,0.0009341751,0.00002431025,0.00008060889,0.1416766,0.000345129,0.0128751,0.3583589,0.2407744,0.000544082],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829678,0.003647712,0.0002485621,0.01092996,0.0001972997,0.0001986146,5.320175e-7,0.000004103855,0.001805429],"genre_scores_gemma":[0.9923997,0.00670491,0.0001372967,0.0001444614,0.0002869494,0.000003311759,1.017245e-8,0.000009842683,0.0003135335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5227835,"threshold_uncertainty_score":0.9994963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403097993","doi":"10.1080/08893675.2024.2409828","title":"ChatGPT, the voice from elsewhere: a poetic and therapeutic dialog between human and artificial intelligence","year":2024,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Dialog box; Poetry; Psychology; Literature; Art; Computer science; World Wide Web","authors":[{"name":"Alfonso Santarpia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1093600614198284,"gpt":0.3341841458716369,"spread":0.2248240844518085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005745239,0.0001455208,0.0002544971,0.0001061485,0.0003367744,0.0004235765,0.0001823805,0.00005647459,0.0008081596],"category_scores_gemma":[0.00001435428,0.00008236375,0.00007380964,0.00004979452,0.0003406207,0.0002179096,0.00001809528,0.0004486543,0.0000272505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001992715,"about_ca_system_score_gemma":0.00006832539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000184854,"about_ca_topic_score_gemma":0.0001630544,"domain_scores_codex":[0.9988693,0.0001075404,0.0004529208,0.000140706,0.0002355381,0.0001939781],"domain_scores_gemma":[0.9990978,0.0004521989,0.0001538007,0.0001248543,0.00006901603,0.0001023534],"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":[0.0001569481,0.00009177269,0.002998343,0.00008804326,0.0005028285,0.00006255414,0.1882517,0.000001492439,0.002417561,0.1822623,0.001206961,0.6219594],"study_design_scores_gemma":[0.0003700224,0.001545178,0.02024874,0.0004687809,0.0001871633,0.0000535188,0.009778343,0.0001082871,0.0008137142,0.4308113,0.5352077,0.0004072332],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565779,0.03463769,0.0000942872,0.006508967,0.0008000036,0.00014331,0.00002047726,0.00002106031,0.001196299],"genre_scores_gemma":[0.990739,0.003807748,0.00001932658,0.001265472,0.003919949,0.000002952996,0.000001775386,0.00001884766,0.0002249299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6215522,"threshold_uncertainty_score":0.8848782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281666594","doi":"10.1080/08893675.2022.2043120","title":"Poetics of brittle bone disease: using found poetry to explore childhood bioethics","year":2022,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shriners Hospitals for Children - Canada; McGill University","funders":"","keywords":"Health care; Bioethics; Context (archaeology); Ethnography; Agency (philosophy); Reflexivity; Psychology; Medicine; Sociology; Nursing; Social science; Political science; History; Law","authors":[{"name":"Brenda L. Cleary","is_ca":true},{"name":"Franco A. Carnevale","is_ca":true},{"name":"Argerie Tsimicalis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1621973384053155,"gpt":0.4242304715283254,"spread":0.2620331331230099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510239,0.0001869772,0.0005800553,0.0004186431,0.0002240626,0.00002272341,0.0002708707,0.0001332825,0.0004161633],"category_scores_gemma":[0.0003886391,0.0001666081,0.0003022588,0.0006958803,0.0001286696,0.00009165306,0.0001122556,0.001708096,0.000002363971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310739,"about_ca_system_score_gemma":0.001178664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000968392,"about_ca_topic_score_gemma":0.000001909327,"domain_scores_codex":[0.99703,0.0002316522,0.0009056084,0.0001917223,0.001322631,0.0003183652],"domain_scores_gemma":[0.9976782,0.0002176418,0.0005695804,0.0003869702,0.0005877163,0.0005599306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03412269,0.02336044,0.4775859,0.004912873,0.004303549,0.0124061,0.1907512,0.01051157,0.05155674,0.01916093,0.0395081,0.1318199],"study_design_scores_gemma":[0.02238409,0.02407508,0.2281046,0.002246131,0.001232058,0.00566877,0.0511646,0.0007229189,0.004780125,0.01639379,0.6411353,0.002092535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593499,0.0225609,0.0003174389,0.01611427,0.0010572,0.000291569,0.000049955,0.00001507372,0.0002437093],"genre_scores_gemma":[0.9876466,0.002857572,0.003431136,0.004563275,0.001254398,0.000003137827,0.000007730922,0.0000561391,0.0001800584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6016272,"threshold_uncertainty_score":0.742092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008598362","doi":"10.1080/08893675.2020.1730590","title":"The emergency stage: flashbacks and poetry: an autoethnographic approach","year":2020,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Poetry; Praxis; Consciousness; Facilitator; Psychoanalysis; Embodied cognition; Identity (music); Psychology; Aesthetics; Psychology of self; Sociology; Literature; Social psychology; Art; Epistemology; Philosophy","authors":[{"name":"Iris J. Gildea","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0898261611545479,"gpt":0.296875853618186,"spread":0.2070496924636381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000545865,0.0001609691,0.0002266816,0.00006094129,0.0007679912,0.0001179049,0.000288711,0.0000479122,0.0007201073],"category_scores_gemma":[0.000008984561,0.00009422487,0.0001285051,0.00007490118,0.0002251525,0.0003977754,0.00002063455,0.000391528,0.000005964019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000147412,"about_ca_system_score_gemma":0.00005203018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001920826,"about_ca_topic_score_gemma":0.0000342227,"domain_scores_codex":[0.9986992,0.0001622014,0.0004668748,0.0001349298,0.0002881675,0.0002485968],"domain_scores_gemma":[0.9991146,0.00003947164,0.0003341329,0.0001411878,0.0001070215,0.0002636417],"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":[0.005815052,0.001395748,0.007808203,0.0002357069,0.001044588,0.0000488998,0.4366645,0.00004222904,0.004398928,0.1991912,0.03747483,0.3058801],"study_design_scores_gemma":[0.001355657,0.00245974,0.001269693,0.00001454594,0.0000165644,0.00002222963,0.02855343,0.0002709699,0.0001668023,0.001778037,0.9638806,0.0002117417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746565,0.01139828,0.0001412663,0.004594552,0.0009799711,0.0002135827,0.00001556372,0.00003769896,0.007962622],"genre_scores_gemma":[0.9803509,0.01306004,0.0001569674,0.002220371,0.001812578,0.000003170567,0.000003158855,0.00003141721,0.002361441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9264058,"threshold_uncertainty_score":0.788467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005959211","doi":"10.1080/0889-3670310001596266","title":"Community writing as a learning experience","year":2003,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Scientific and Historical Analyses","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mainstream; The arts; Chose; Coping (psychology); Locale (computer software); Psychology; Sociology; Media studies; Pedagogy; Visual arts; Political science; Art; Psychotherapist","authors":[{"name":"Philip Amsel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09649092908222125,"gpt":0.3056382137997665,"spread":0.2091472847175453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006369198,0.0000668631,0.0001465388,0.00008830745,0.0007757053,0.0001452969,0.000177138,0.00001876526,0.004523112],"category_scores_gemma":[0.0001124596,0.00004756606,0.0001190617,0.0000547569,0.0001528131,0.0002083593,0.000007454146,0.0004133951,0.00003215288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003320764,"about_ca_system_score_gemma":0.00003302194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094063,"about_ca_topic_score_gemma":0.00001631012,"domain_scores_codex":[0.999114,0.00022898,0.0002655112,0.00004643999,0.0002253706,0.0001197103],"domain_scores_gemma":[0.9993498,0.00009951158,0.000221122,0.00008581623,0.0001788036,0.00006498809],"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":[0.0002658297,0.001080813,0.007575092,0.00002149506,0.0002495819,0.00008540873,0.7246318,0.00008724649,0.009622074,0.184162,0.01989927,0.05231928],"study_design_scores_gemma":[0.0002632607,0.0002354544,0.0001309142,0.00001824188,0.000005596969,0.00003342533,0.05721453,0.000005228119,0.0006406297,0.001624892,0.9397512,0.00007661316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8406501,0.0009340518,0.00007870906,0.000114605,0.0006307486,0.00001607904,3.075763e-7,0.00001141551,0.157564],"genre_scores_gemma":[0.9893607,0.0001645106,0.000080879,0.0002482151,0.0002744541,4.975729e-7,2.047356e-7,0.000006126088,0.009864384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.919852,"threshold_uncertainty_score":0.9963869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979361119","doi":"10.1080/08893670500071959","title":"<i>Beast of Burden</i>(<i>Chekku Madu</i>): The Power of the Wandering Poet Among the Sri Lankan Tamil Diaspora","year":2005,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Diaspora, migration, transnational identity","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":"Dalhousie University","funders":"","keywords":"Tamil; Diaspora; Peasant; Power (physics); Ethos; Homeland; Sociology; Gender studies; History; Politics; Literature; Political science; Art; Law","authors":[{"name":"Robin Oakley","is_ca":true},{"name":"V. I. S. Jayapalan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01757748818220222,"gpt":0.2804001925605287,"spread":0.2628227043783265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002764821,0.0001412053,0.0002589907,0.0000810419,0.0004169031,0.00008385102,0.001140644,0.00009996247,0.0003459393],"category_scores_gemma":[0.0001832021,0.0000712029,0.0003598494,0.0005423324,0.0007295957,0.0005078865,0.00003218096,0.0003878271,0.000002940477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009023539,"about_ca_system_score_gemma":0.0003433191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016563,"about_ca_topic_score_gemma":0.003220745,"domain_scores_codex":[0.9972155,0.000411373,0.0006667947,0.0001093428,0.001362934,0.0002340497],"domain_scores_gemma":[0.997733,0.0003612682,0.0009373211,0.000313197,0.0005823161,0.00007288588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005988966,0.001045849,0.3365921,0.00003829955,0.0010672,0.0000104396,0.5442361,0.005045407,0.01910956,0.06556608,0.01355528,0.01313474],"study_design_scores_gemma":[0.001316402,0.0001323875,0.8335021,0.000108378,0.00007847361,0.00001510757,0.07258233,0.00003329763,0.005770104,0.00390496,0.08232652,0.0002299708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785069,0.001250987,0.00009049712,0.01554814,0.000600757,0.0002197416,0.00001542694,0.000008926612,0.003758572],"genre_scores_gemma":[0.9975854,0.0008187852,0.00008408228,0.0004862352,0.0006639205,0.000002202576,6.929189e-7,0.00001000639,0.0003486922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969099,"threshold_uncertainty_score":0.3787793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195575788","doi":"10.1080/08893675.2021.1951901","title":"Poetry therapy and disability studies: an investigation","year":2021,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Poetry; Perspective (graphical); Psychology; Social model of disability; Disability studies; Learning disability; Psychotherapist; Psychiatry; Literature; Sociology; Gender studies; Art; Visual arts","authors":[{"name":"Dianne C. Grant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1762782649975973,"gpt":0.351455973300387,"spread":0.1751777083027897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006509338,0.0001570347,0.0003222013,0.0000454745,0.0003663123,0.00009341055,0.0001115122,0.00004912561,0.0006912692],"category_scores_gemma":[0.00001859754,0.0001111203,0.0001014383,0.00005173518,0.0004560512,0.0006059077,0.00001630012,0.0002388327,0.000003546793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009022963,"about_ca_system_score_gemma":0.0001072101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002964891,"about_ca_topic_score_gemma":0.0001486258,"domain_scores_codex":[0.998663,0.0002687415,0.0004678092,0.0001605914,0.0002552872,0.0001845679],"domain_scores_gemma":[0.99896,0.0001253885,0.0002781928,0.0001838678,0.0002825109,0.0001700417],"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":[0.002590819,0.00215422,0.04433702,0.0001766397,0.001057244,0.00009352038,0.4456201,0.000006968694,0.01386832,0.05718308,0.005090213,0.4278218],"study_design_scores_gemma":[0.01012515,0.007892014,0.05449544,0.0004141169,0.00005681826,0.0003945454,0.2211641,0.000040394,0.02153607,0.09659708,0.5863337,0.0009505185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755721,0.02025662,0.000005040381,0.002594086,0.0008934537,0.0001062559,0.000008128749,0.00001803334,0.0005462531],"genre_scores_gemma":[0.9748605,0.01896323,0.0002057763,0.003878359,0.001438505,0.000002633927,0.00000480723,0.00001967753,0.0006264773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5812435,"threshold_uncertainty_score":0.7568913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406103379","doi":"10.1080/08893675.2024.2447598","title":"Poetry as therapy and empowerment: a transformative response to anti-Asian racism","year":2025,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Racial and Ethnic Identity Research","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":"University of Toronto","funders":"","keywords":"Poetry; Racism; Transformative learning; Empowerment; Anti-racism; Psychology; Gender studies; Sociology; Aesthetics; Literature; Political science; Art; Pedagogy; Law","authors":[{"name":"William Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02845866239102773,"gpt":0.3962027449330035,"spread":0.3677440825419758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00366591,0.0001326019,0.0003078313,0.0005065724,0.0005759659,0.0002347586,0.0004255051,0.0001385175,0.0003590114],"category_scores_gemma":[0.0002937,0.0001050005,0.000159609,0.0008076692,0.0002412556,0.0005247281,0.00002313646,0.0004041277,0.00002812288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267592,"about_ca_system_score_gemma":0.0006660243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003145025,"about_ca_topic_score_gemma":0.00008027731,"domain_scores_codex":[0.9975609,0.0007881069,0.0004096497,0.0001401695,0.0007309266,0.0003702197],"domain_scores_gemma":[0.9989375,0.0002498099,0.0001388495,0.0001293259,0.0002872652,0.0002572354],"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":[0.0190512,0.000639458,0.00550918,0.00002421275,0.000520811,0.0001689405,0.271165,0.000005252428,0.04217415,0.006001747,0.01142446,0.6433156],"study_design_scores_gemma":[0.004729126,0.001748376,0.1688844,0.0002423572,0.00001482974,0.00003728088,0.04510626,0.000003228564,0.006202723,0.01650032,0.7561858,0.0003452446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938528,0.00225164,0.0001764491,0.04095997,0.0005143441,0.0003134383,0.000003738859,0.00001508774,0.01723733],"genre_scores_gemma":[0.9813362,0.01046041,0.00009601893,0.002088448,0.0002294062,0.000004129178,2.443019e-7,0.000009520896,0.005775572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7447613,"threshold_uncertainty_score":0.4429922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402932220","doi":"10.1080/08893675.2024.2407501","title":"Poetic scenes of prenatal screening","year":2024,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Empathy and Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Australian Research Council Centre of Excellence for Plant Success in Nature and Agriculture; Down Syndrome Research Foundation","keywords":"Poetry; Psychology; Literature; Psychoanalysis; Medicine; Art","authors":[{"name":"Emma Cooke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0308676637990076,"gpt":0.3443260721509177,"spread":0.3134584083519101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000387476,0.00005972396,0.0001939467,0.0001615871,0.00001428926,0.000009712195,0.00006169449,0.00005611947,0.0002964872],"category_scores_gemma":[0.00009987113,0.00004063645,0.0001412084,0.0001703746,0.00004837484,0.00009643067,0.000004973345,0.0002566189,0.00000415151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002002957,"about_ca_system_score_gemma":0.0002302208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004064653,"about_ca_topic_score_gemma":1.45704e-7,"domain_scores_codex":[0.9992039,0.00002640266,0.0003147421,0.00005889662,0.000304697,0.00009132005],"domain_scores_gemma":[0.9994916,0.00008222733,0.0001052523,0.00008065208,0.0001212378,0.0001189895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001263005,0.0005405518,0.003394627,0.0005283722,0.0004966113,0.0002815782,0.0217861,0.00001011973,0.03213852,0.0003775619,0.005084265,0.9340987],"study_design_scores_gemma":[0.01347079,0.0128519,0.2228329,0.02190665,0.0008165354,0.009888632,0.03399484,0.001543324,0.5147148,0.005491737,0.1618314,0.000656418],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744017,0.02028263,0.001094594,0.0028297,0.0008445872,0.0000602008,0.000001391513,0.00001096166,0.000474227],"genre_scores_gemma":[0.995188,0.001586285,0.001582461,0.0003153863,0.0008572715,5.463634e-7,0.000001667676,0.00001121778,0.000457176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9334423,"threshold_uncertainty_score":0.3246327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321443798","doi":"10.1080/08893675.2022.2161753","title":"Understanding death within eternal poetic time","year":2023,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Canada West","funders":"","keywords":"Poetry; Literature; Ephemeral key; Philosophy; Aesthetics; Psychoanalysis; Art; Psychology; Computer science","authors":[{"name":"Donard MacKenzie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1762432750310339,"gpt":0.3898605991450528,"spread":0.2136173241140188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000937976,0.0001435144,0.0002567662,0.0002829784,0.0001171155,0.00003318932,0.0002278052,0.00009083052,0.001621554],"category_scores_gemma":[0.000008802744,0.0001120754,0.0001447348,0.0002676748,0.00003841941,0.000105184,0.00001701694,0.0003358189,0.0005615776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228394,"about_ca_system_score_gemma":0.00007565822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002844195,"about_ca_topic_score_gemma":0.000003085126,"domain_scores_codex":[0.998476,0.0001561285,0.0005078465,0.0001392845,0.0003578018,0.0003629062],"domain_scores_gemma":[0.9990633,0.0001030089,0.0004218294,0.0001715345,0.00004263486,0.0001976664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01336334,0.003687442,0.2723898,0.0003093148,0.004528535,0.00540316,0.09701035,0.0002596508,0.09602384,0.1177771,0.3612996,0.02794781],"study_design_scores_gemma":[0.04921835,0.02201169,0.6232127,0.001930172,0.000298568,0.006561098,0.04790888,0.0005858571,0.009808823,0.1634971,0.07250442,0.002462291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816698,0.0004654791,0.0007614423,0.0009428264,0.002575696,0.0001359591,0.000007472486,0.0000479036,0.01339345],"genre_scores_gemma":[0.9901671,0.0003619073,0.0001477508,0.001105118,0.000574016,0.00000202803,0.000003224297,0.00003442216,0.00760444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3508229,"threshold_uncertainty_score":0.9992911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247883932","doi":"10.1080/08893675.2016.1199509","title":"Poetry: Ali","year":2016,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Poetry; Literature; Bibliotherapy; Art; Psychology; Psychoanalysis; Philosophy; Psychotherapist","authors":[{"name":"Anar Rajabali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03044280098256871,"gpt":0.3111323683788521,"spread":0.2806895673962834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007268994,0.0000638274,0.000160832,0.00007854051,0.0002649452,0.00001626283,0.0002337668,0.0000575627,0.0009405149],"category_scores_gemma":[0.00009121171,0.0000369465,0.0001319395,0.0001094338,0.0002113126,0.000151579,0.0000101289,0.00008348368,0.00003987969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839982,"about_ca_system_score_gemma":0.0001698166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288025,"about_ca_topic_score_gemma":0.00008083979,"domain_scores_codex":[0.9990648,0.0001048633,0.0002148255,0.00006184087,0.000357759,0.0001958982],"domain_scores_gemma":[0.9993401,0.0001191542,0.0002320284,0.00008185213,0.0001588114,0.00006801843],"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":[0.0003989538,0.0002271083,0.01193432,0.000003889105,0.0002994771,0.00007325538,0.03395004,4.116333e-7,0.0106111,0.06693473,0.3530518,0.5225149],"study_design_scores_gemma":[0.0006472607,0.0001294671,0.004973829,0.00002523456,0.00000465936,0.000005305162,0.001646656,5.042246e-8,0.0001250136,0.002323743,0.99005,0.00006883924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6464105,0.01491199,0.0008392851,0.06504507,0.007341622,0.0001653935,0.000006713342,0.00005104266,0.2652284],"genre_scores_gemma":[0.9705685,0.01042207,0.0001915556,0.0009365491,0.002138861,6.109396e-7,3.480702e-8,0.000010702,0.01573111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6369982,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324728976","doi":"10.1080/08893675.2011.625212","title":"Poetry","year":2011,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Poetry; Literature; Psychology; Psychoanalysis; Art","authors":[{"name":"Jennifer Lapum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1094398866322656,"gpt":0.2787074918426314,"spread":0.1692676052103659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009059855,0.00018686,0.0003349324,0.0003572092,0.00006193291,0.00002953559,0.0005361055,0.0001054547,0.003691379],"category_scores_gemma":[0.00005810878,0.000138074,0.000291256,0.0003706931,0.00008536447,0.0004510896,0.00002118626,0.0004565536,0.001182255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009098206,"about_ca_system_score_gemma":0.0001171551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001377175,"about_ca_topic_score_gemma":0.0000015079,"domain_scores_codex":[0.9983076,0.0001429399,0.0005919376,0.0001163062,0.0005308575,0.0003103043],"domain_scores_gemma":[0.9983951,0.00004750678,0.0007271689,0.0002981453,0.0003135182,0.0002185487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01135386,0.003824163,0.1735898,0.00002524493,0.001955095,0.001518497,0.01394802,0.00001559965,0.5268827,0.004189133,0.1759201,0.08677778],"study_design_scores_gemma":[0.01076708,0.004008376,0.501667,0.0001791065,0.00009784586,0.003475427,0.001637552,0.00002464936,0.188512,0.01683062,0.2718434,0.0009569291],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699434,0.002994593,0.0002501061,0.000132741,0.000953547,0.00007683207,0.000007248042,0.00004765171,0.02559387],"genre_scores_gemma":[0.9944049,0.0004059584,0.003290945,0.0005680352,0.0006980362,7.059502e-7,4.491545e-7,0.00009081972,0.0005401648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3383707,"threshold_uncertainty_score":0.9995955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414828062","doi":"10.1080/08893675.2025.2558964","title":"Healing trauma in Canadian Indigenous poetry","year":2025,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Poetry; Context (archaeology); Colonialism; Meaning (existential); Maya; Historical trauma","authors":[{"name":"Ritwik Ghosh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01400525990023951,"gpt":0.2668364271974334,"spread":0.2528311672971939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003821953,0.0001331965,0.000258862,0.0005510358,0.0002036673,0.0001721728,0.0003052574,0.00009527845,0.000674376],"category_scores_gemma":[0.00002646647,0.0001091439,0.0001109514,0.0001617651,0.00007497214,0.0002085947,0.000009279105,0.0004671946,0.000002731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004421486,"about_ca_system_score_gemma":0.0004986009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03024015,"about_ca_topic_score_gemma":0.1429676,"domain_scores_codex":[0.9988809,0.00005482674,0.000437159,0.00009597045,0.0001829737,0.0003481838],"domain_scores_gemma":[0.9993642,0.0000476673,0.0001386475,0.0001434962,0.0001723312,0.0001336451],"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":[0.0009432565,0.0004921733,0.08213276,0.00008622261,0.0006048336,0.0009276634,0.2458207,0.0001065277,0.0001893267,0.5002373,0.05972815,0.108731],"study_design_scores_gemma":[0.0005575824,0.000146062,0.005051987,0.0001270833,0.000006565121,0.00002870654,0.002834076,0.000003216064,0.00009411177,0.004296757,0.9867383,0.000115537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7934167,0.0149199,0.000007391654,0.001228723,0.005067846,0.0001457593,0.00004108136,0.00001522417,0.1851573],"genre_scores_gemma":[0.9932065,0.0002030081,0.00008545519,0.003000204,0.0009869781,0.000001283756,0.000003183477,0.00001251406,0.002500884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9270102,"threshold_uncertainty_score":0.9762176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}