{"meta":{"query_hash":"9efd2ebbee3a","filters":{"topic":"Participatory Visual Research Methods"},"cohort_total":1441,"direct_labels_cover":90,"predictions_cover":1441,"exported":1441,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/9efd2ebbee3a","api":"https://metacan.xera.ac/api/v1/cohort?topic=Participatory+Visual+Research+Methods"},"results":[{"id":"W1143171615","doi":"10.4000/rdlc.2745","title":"« Chaque objet raconte une histoire »Les pratiques de littératie chez des Inuit en milieu urbain","year":2012,"lang":"fr","type":"article","venue":"Recherches en didactique des langues et des cultures","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.42773617263404046,"score_gpt":0.560044305776558,"score_spread":0.1323081331425175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1143171615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8768098,0.08877285,0.0026949854,0.0025224183,0.00038610934,0.0009038332,0.00010669899,0.0004595419,0.027343806],"genre_scores_gemma":[0.83194596,0.01462979,0.07560669,0.00059443177,0.0016412722,0.00042387954,0.000041937867,0.00015981015,0.07495621],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.96392316,0.031290893,0.00077757763,0.000727793,0.0008533951,0.0024271559],"domain_scores_gemma":[0.99098325,0.00623793,0.00036983436,0.0005713152,0.0005382339,0.0012994361],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01915507,0.00084180053,0.0009261502,0.00020407446,0.0013819986,0.00039981506,0.0010254206,0.0018593426,0.00055060536],"category_scores_gemma":[0.024029505,0.0007558125,0.000441695,0.0012064982,0.005968537,0.002342739,0.0002963411,0.0022993938,0.00011792612],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011640143,0.0006512291,0.023132322,0.0007208058,0.00031481183,0.00005727421,0.78953075,0.00001996457,0.043184165,0.030669471,0.0015215258,0.1100813],"study_design_scores_gemma":[0.0010242022,0.0008631163,0.26670957,0.002479515,0.0005288537,0.00015197965,0.25043756,0.0002981202,0.17710732,0.067300625,0.23040648,0.0026926799],"about_ca_topic_score_codex":0.050357122,"about_ca_topic_score_gemma":0.08037218,"teacher_disagreement_score":0.5390932,"about_ca_system_score_codex":0.0060674693,"about_ca_system_score_gemma":0.0013265772,"threshold_uncertainty_score":0.99991804},"labels":[],"label_agreement":null},{"id":"W1159123503","doi":"","title":"“Why we don’t go to school on Fridays᾿ On youth participation through photo voice in rural KwaZulu-Natal (« Pourquoi nous faisons l'école buissonnière le vendredi » Participation des jeunes qui veulent se faire entendre par la photo ...)","year":2006,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Citizenship; Sociology; Democracy; Deliberative democracy; Ethnology; Political science; Art; Politics; Law","score_opus":0.4566327828193256,"score_gpt":0.5414240430795716,"score_spread":0.08479126026024597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1159123503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672,0.0012375058,0.00082055596,0.01830263,0.002958107,0.0009889489,0.00020835185,0.00005554431,0.008228346],"genre_scores_gemma":[0.98516834,0.0005841908,0.008687449,0.0024603808,0.0010588234,0.00034182513,0.000024019902,0.00006398799,0.0016110141],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898978,0.00429207,0.0016606773,0.00081116275,0.0015826627,0.0017556517],"domain_scores_gemma":[0.9943578,0.0014706881,0.0012423774,0.0004913553,0.0012881152,0.0011496167],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070848037,0.00056529825,0.0006786858,0.0009525084,0.002862205,0.00040361573,0.0010818521,0.0003693526,0.00026240415],"category_scores_gemma":[0.007407308,0.0006007967,0.00033078564,0.0032412643,0.0018624949,0.0024549982,0.000111599504,0.0008641607,0.00022319109],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024171183,0.034216534,0.18035819,0.0015539321,0.00035964575,0.00017254628,0.30502334,0.18223557,0.02160223,0.12327757,0.05956845,0.08921488],"study_design_scores_gemma":[0.0032944723,0.006687459,0.18541649,0.009356925,0.0006066729,0.0003148871,0.3281852,0.007901242,0.055285305,0.066418424,0.33382013,0.0027127818],"about_ca_topic_score_codex":0.016503531,"about_ca_topic_score_gemma":0.01061511,"teacher_disagreement_score":0.2742517,"about_ca_system_score_codex":0.005693228,"about_ca_system_score_gemma":0.0028565018,"threshold_uncertainty_score":0.99964434},"labels":[],"label_agreement":null},{"id":"W1201444278","doi":"10.17483/2368-6669.1002","title":"Lessons About Boundaries and Reciprocity in Rural-Based Preceptorships","year":2015,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reciprocity (cultural anthropology); Photovoice; Nursing; Psychology; Nurse education; Medical education; Medicine; Social psychology","score_opus":0.450407308938305,"score_gpt":0.635370533657773,"score_spread":0.18496322471946797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1201444278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593572,0.00071105687,0.00861427,0.017802635,0.0014793116,0.0011115926,0.000012264659,0.00010766225,0.010803993],"genre_scores_gemma":[0.99099034,0.00011895023,0.00787563,0.00023802705,0.00011605581,0.00028191446,0.00005024709,0.00001202759,0.00031679546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99515545,0.0026909728,0.00067901483,0.0002399607,0.0007455195,0.0004890491],"domain_scores_gemma":[0.99840695,0.00055306125,0.00026146494,0.0002194994,0.00028439195,0.00027466056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00790588,0.00015428808,0.00024203914,0.00035482072,0.0004531023,0.00029328757,0.00019927186,0.00012854613,0.000053356056],"category_scores_gemma":[0.004405123,0.00017601225,0.000029498584,0.00067093805,0.0006875059,0.0019339365,0.000023912104,0.00028254325,0.00002057773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029781094,0.001361604,0.078431524,0.00023609491,0.000006317633,3.065342e-7,0.26680025,0.00063363166,0.00017179539,0.2861506,0.0013292065,0.36458087],"study_design_scores_gemma":[0.0021315904,0.00019401163,0.104767375,0.001907747,0.000014357941,9.092541e-7,0.20843011,0.0016283606,0.0017751699,0.0882224,0.5901843,0.0007437186],"about_ca_topic_score_codex":0.0015592127,"about_ca_topic_score_gemma":0.0041873795,"teacher_disagreement_score":0.588855,"about_ca_system_score_codex":0.0020518324,"about_ca_system_score_gemma":0.0017710698,"threshold_uncertainty_score":0.71775717},"labels":[],"label_agreement":null},{"id":"W121847069","doi":"10.3138/cjpe.23.006","title":"Drawing on Indigenous Ways of Knowing: Reflections from a Community Evaluator","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Formative assessment; Participatory action research; Sociology; Community-based participatory research; Native American studies; Agency (philosophy); Citizen journalism; Population; Native american; Public relations; Community studies; Traditional knowledge; Gender studies; Pedagogy; Social science; Political science; Anthropology; Law","score_opus":0.9067708680690213,"score_gpt":0.6786730021568608,"score_spread":0.22809786591216052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121847069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928038,0.00020936938,0.00040125847,0.00091886934,0.00030948053,0.00083841034,0.000007919993,0.00001484862,0.004496038],"genre_scores_gemma":[0.99445486,0.000011660831,0.0049230196,0.00022062336,0.00029858446,0.000050537023,0.0000047544777,0.000012235736,0.000023750319],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9916697,0.005954528,0.00046181725,0.00009656567,0.0013731418,0.0004442095],"domain_scores_gemma":[0.99648225,0.00068582076,0.00034388105,0.00022424337,0.0015884874,0.0006753092],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015772363,0.00009138769,0.00022144211,0.00044697223,0.0018291405,0.00006211382,0.00039702636,0.00013309458,0.00029048655],"category_scores_gemma":[0.0109795695,0.000092933566,0.00012200127,0.0006876716,0.0005269948,0.00028506698,0.000009740895,0.0007609885,0.000013640016],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009640532,0.0005534779,0.04477562,0.000018805138,0.0002651587,0.00007774121,0.38973215,0.0006374043,0.0031609861,0.0011447098,0.0017954389,0.5577421],"study_design_scores_gemma":[0.005382899,0.010947295,0.49028483,0.0009382054,0.0009910619,0.000076051,0.06620654,0.0048402855,0.016642135,0.06560951,0.3368353,0.0012458939],"about_ca_topic_score_codex":0.073827855,"about_ca_topic_score_gemma":0.13510273,"teacher_disagreement_score":0.5564962,"about_ca_system_score_codex":0.0012535264,"about_ca_system_score_gemma":0.013379118,"threshold_uncertainty_score":0.99947035},"labels":[],"label_agreement":null},{"id":"W128370768","doi":"10.1007/978-94-6091-761-5_13","title":"Photoelicitation Interview Methods and Research With Children","year":2011,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Photovoice; Perspective (graphical); Ethical issues; Engineering ethics; Psychology; Management science; Computer science; Engineering; Artificial intelligence","score_opus":0.7129029003530396,"score_gpt":0.6244393798736282,"score_spread":0.08846352047941142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W128370768","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009176277,0.0006171593,0.00077497517,0.00022884394,0.00016903698,0.0012732702,0.000012259523,0.00014569984,0.9958611],"genre_scores_gemma":[0.0037166642,0.00019911147,0.023318846,0.00027418477,0.00043168556,0.00010393771,0.000015627775,0.00016574841,0.9717742],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912242,0.0048741465,0.00042396647,0.0008522888,0.0016276326,0.0009977312],"domain_scores_gemma":[0.99597627,0.0014142547,0.00021644305,0.0006155996,0.0010722665,0.0007051726],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.025651976,0.0003667594,0.0005589267,0.0007468462,0.0007950618,0.000723567,0.0006058655,0.00062014646,0.0010183272],"category_scores_gemma":[0.0018031391,0.00032291454,0.00011892397,0.00011876227,0.0033364117,0.00038386686,0.00030585311,0.0016159265,0.000054047214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011496712,0.000024423034,0.00007092873,0.00007761946,0.00033897936,0.000041571184,0.035543967,5.643205e-8,0.000113637485,0.38674027,0.0116812885,0.5652523],"study_design_scores_gemma":[0.00036206516,0.000449953,0.00023774589,0.0004352647,0.000092755785,0.000009874356,0.0012354979,0.0000041975495,0.00032877162,0.13357578,0.86267775,0.0005903345],"about_ca_topic_score_codex":0.0024420002,"about_ca_topic_score_gemma":0.0016967368,"teacher_disagreement_score":0.85099643,"about_ca_system_score_codex":0.00029419834,"about_ca_system_score_gemma":0.0010973206,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W139859639","doi":"","title":"Intersectionalities of influence: researching the health of immigrant and refugee women.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Operationalization; Refugee; Participatory action research; Scholarship; Immigration; Sociology; Diversity (politics); Mental health; Gender studies; Action (physics); Identity (music); Psychology; Political science; Epistemology; Psychotherapist","score_opus":0.3923574812877217,"score_gpt":0.5704586177639829,"score_spread":0.1781011364762612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W139859639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547195,0.00026411173,0.000060380095,0.0028114438,0.000045014734,0.00036277578,0.000005985212,0.000010277477,0.00096805836],"genre_scores_gemma":[0.9990947,0.00011964641,0.0001113542,0.00008666621,0.0000330559,0.00037671163,1.2090916e-7,0.000003623152,0.00017409807],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99753,0.001075879,0.00021644802,0.00010297641,0.00060851034,0.00046620943],"domain_scores_gemma":[0.9989251,0.0005718967,0.00009328926,0.000118955584,0.000106958825,0.00018379072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012004299,0.000041585135,0.00013283236,0.00008794166,0.00026068004,0.000022886363,0.00019962167,0.000024327448,0.000007920244],"category_scores_gemma":[0.0036312442,0.000029799497,0.000025254985,0.00030273036,0.0011997641,0.00014190195,0.00007541498,0.00014643735,4.952997e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034296635,0.00018804835,0.02995401,0.00029374796,0.00010786165,0.00000232004,0.441047,0.000094537536,0.00070080307,0.3301473,0.00009744121,0.19702397],"study_design_scores_gemma":[0.00045163842,0.0001588583,0.8581074,0.000048771268,0.0000026200016,8.3131766e-7,0.07741376,0.000004673626,0.0017935202,0.052259002,0.009672269,0.00008666695],"about_ca_topic_score_codex":0.010633037,"about_ca_topic_score_gemma":0.0014057669,"teacher_disagreement_score":0.8281534,"about_ca_system_score_codex":0.00024549186,"about_ca_system_score_gemma":0.00036977502,"threshold_uncertainty_score":0.9959552},"labels":[],"label_agreement":null},{"id":"W143159449","doi":"","title":"Picturing social inclusion: photography and identity in Downtown Eastside Vancouver","year":2012,"lang":"en","type":"dissertation","venue":"University of Birmingham Institutional Research Archive (University of Birmingham)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Foundation for Canadian Studies in the United Kingdom","keywords":"CONTEST; Downtown; Photography; Visual arts; Identity (music); Sociology; Social identity theory; Photo elicitation; Media studies; Aesthetics; Art; Geography; Social group; Social science; Political science; Anthropology","score_opus":0.23387492834152915,"score_gpt":0.49975691125408583,"score_spread":0.2658819829125567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W143159449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93066204,0.00047685456,0.0018659072,0.00015290786,0.00036633364,0.00090375124,0.0001971173,0.000052803472,0.0653223],"genre_scores_gemma":[0.9920175,0.0010585134,0.0035237237,0.0000061623196,0.00014303981,7.586462e-7,0.00009939289,0.000021051008,0.0031298755],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99243224,0.002218481,0.00033395522,0.0007308332,0.003130368,0.0011541453],"domain_scores_gemma":[0.9965877,0.001144675,0.0004269153,0.00030768456,0.0009168826,0.0006161572],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.006874351,0.0003121093,0.0007236177,0.0029491729,0.005239991,0.000037090696,0.0015144706,0.0005222855,0.0009541801],"category_scores_gemma":[0.001137191,0.00045163007,0.00035000106,0.002005985,0.005579011,0.001541669,0.0019577774,0.0015161681,0.000021902122],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060354895,0.002169818,0.041899387,0.0022325236,0.0007609439,0.0010586983,0.70210105,0.000069339956,0.031401783,0.13856415,0.0040231883,0.06968361],"study_design_scores_gemma":[0.0043314076,0.00039652074,0.4021656,0.0020268105,0.00024792488,0.0000044186545,0.37876475,0.0004786488,0.00059861504,0.025110085,0.18444861,0.0014266208],"about_ca_topic_score_codex":0.082516365,"about_ca_topic_score_gemma":0.52616674,"teacher_disagreement_score":0.44365034,"about_ca_system_score_codex":0.00076405937,"about_ca_system_score_gemma":0.0029380592,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W1480699187","doi":"","title":"Récits de vies à Betsiamites","year":2010,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Art history; Philosophy","score_opus":0.09050434854757505,"score_gpt":0.38164405817122043,"score_spread":0.2911397096236454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480699187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93636036,0.008635432,0.0014569921,0.029934242,0.0011488281,0.00034560915,0.00003699473,0.00018320246,0.02189836],"genre_scores_gemma":[0.975383,0.0014795233,0.0055581736,0.0004843675,0.00084292615,0.000014068266,0.0000034863524,0.000058863385,0.016175594],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468905,0.0018204364,0.0003173597,0.0006176558,0.0008933391,0.0016621657],"domain_scores_gemma":[0.99529123,0.002336284,0.00018752234,0.00063173444,0.0002339037,0.0013193059],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002893688,0.00038728476,0.0004655645,0.00029534756,0.0018057161,0.00013701628,0.0012691623,0.00038668772,0.002849379],"category_scores_gemma":[0.00231795,0.00045239078,0.00034020244,0.0009768442,0.0033575937,0.0008947878,0.0005281698,0.0013457709,0.0012408452],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001325509,0.00045112884,0.02575976,0.0000731514,0.00021521082,0.0004962594,0.4737866,0.000036852052,0.010689133,0.20467302,0.006043673,0.27764267],"study_design_scores_gemma":[0.0008634654,0.00027517046,0.059054095,0.00008740289,0.000214993,0.00004129741,0.070881285,0.0038607265,0.000870787,0.013079304,0.8500149,0.00075654633],"about_ca_topic_score_codex":0.6042262,"about_ca_topic_score_gemma":0.8646311,"teacher_disagreement_score":0.84397125,"about_ca_system_score_codex":0.00065650087,"about_ca_system_score_gemma":0.0028312877,"threshold_uncertainty_score":0.99979275},"labels":[],"label_agreement":null},{"id":"W1481022308","doi":"10.22230/cjc.2004v29n3a1502","title":"Participatory Video: Images that Transform and Empower","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":226,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Citizen journalism; Sociology; Computer vision; Computer science; World Wide Web","score_opus":0.5226094686973904,"score_gpt":0.5796172962707565,"score_spread":0.05700782757336609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481022308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92865777,0.008293071,0.0021855056,0.025184635,0.00018414807,0.00024343378,0.000006778937,0.000014249171,0.0352304],"genre_scores_gemma":[0.9971794,0.0005360586,0.0019644434,0.00018098835,0.000038096692,0.000004566674,4.3822877e-7,0.0000072026446,0.00008883566],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844986,0.00072466466,0.00020975308,0.000054957174,0.00025765086,0.00030312408],"domain_scores_gemma":[0.99839836,0.00022588082,0.00011071655,0.00021609208,0.00020239233,0.0008465503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003976925,0.00005704396,0.00012325581,0.00016327876,0.00055757625,0.0001125345,0.0004130241,0.00006072252,0.00010424324],"category_scores_gemma":[0.0009418629,0.000056016044,0.000044549397,0.00015674409,0.0007254889,0.00052593614,0.000010483453,0.0002576982,0.000007128973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013926259,0.00020522009,0.11770953,0.00005644694,0.0002455547,0.00017284251,0.4590586,0.00025498145,0.0031540948,0.1827276,0.0053610425,0.23091482],"study_design_scores_gemma":[0.0018286662,0.00032770936,0.17688389,0.00039927714,0.00009424091,0.00003501997,0.025968337,0.00002342074,0.010513135,0.09276874,0.69070935,0.00044817544],"about_ca_topic_score_codex":0.018075975,"about_ca_topic_score_gemma":0.15878317,"teacher_disagreement_score":0.68534833,"about_ca_system_score_codex":0.0003234627,"about_ca_system_score_gemma":0.0025027331,"threshold_uncertainty_score":0.98846275},"labels":[],"label_agreement":null},{"id":"W148189666","doi":"","title":"The way we look: exploring visual methodologies in occupational science","year":2014,"lang":"en","type":"article","venue":"CommonKnowledge Research Repository (Pacific University Oregon)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational science; Epistemology; Computer science; Data science; Psychology; Occupational therapy; Philosophy","score_opus":0.7633451588024561,"score_gpt":0.6089342800619056,"score_spread":0.15441087874055048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W148189666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75154966,0.00046885962,0.002315056,0.0013787095,0.0010728408,0.0007039381,0.000002318562,0.00020363936,0.24230497],"genre_scores_gemma":[0.9888936,0.00053610554,0.001765868,0.000003323691,0.00033051716,0.00002455168,9.412387e-7,0.00001743463,0.008427619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9777905,0.016730221,0.00033214642,0.00074913225,0.002592811,0.0018052387],"domain_scores_gemma":[0.98224205,0.014610711,0.0001085876,0.00081307226,0.0015154203,0.0007101347],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04601349,0.00019828914,0.00030667213,0.0010660193,0.009063477,0.00053789205,0.0026581502,0.00015526499,0.000027420589],"category_scores_gemma":[0.017691158,0.00017642153,0.00011746306,0.0039057762,0.011059813,0.001300098,0.0011648086,0.001208575,0.00015157311],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011859892,0.00059428357,0.09809623,0.00009781265,0.000073253635,0.0002165257,0.05301524,0.000054987137,0.020717708,0.6080098,0.0043192515,0.2136189],"study_design_scores_gemma":[0.00088590663,0.00041261065,0.08021055,0.00018979292,0.000014114406,0.00000479595,0.13761601,0.0048943567,0.015183444,0.0054184976,0.75458986,0.00058005546],"about_ca_topic_score_codex":0.0010091221,"about_ca_topic_score_gemma":0.0020295358,"teacher_disagreement_score":0.7502706,"about_ca_system_score_codex":0.00201149,"about_ca_system_score_gemma":0.0025681825,"threshold_uncertainty_score":0.9922266},"labels":[],"label_agreement":null},{"id":"W1487657221","doi":"10.14574/ojrnhc.v13i1.216","title":"“You have to rely on everyone and they on you”: Interdependence and the team-based rural nursing preceptorship","year":2013,"lang":"en","type":"article","venue":"Online Journal of Rural Nursing and Health Care","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Ethos; Photovoice; Nursing; Context (archaeology); Teamwork; Narrative; Rural health; Nurse education; Medicine; Medical education; Psychology; Sociology; Rural area; Political science; Geography","score_opus":0.24424024080399082,"score_gpt":0.5850035302410194,"score_spread":0.34076328943702855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487657221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9205313,0.003267266,0.00008713408,0.07446916,0.00043425837,0.00049037946,0.000010228919,0.00001553423,0.0006947509],"genre_scores_gemma":[0.9963408,0.00052443397,0.0012841332,0.0011937873,0.00046189438,0.000005133137,0.0000016451809,0.000015212602,0.0001729341],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99657005,0.00159131,0.00041414733,0.00015285215,0.00072576915,0.00054589345],"domain_scores_gemma":[0.99787176,0.0006723273,0.0002755482,0.0001320721,0.00031197682,0.0007362957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031109385,0.0001649359,0.0003831524,0.00017538441,0.0008535326,0.00020231625,0.0002004464,0.00009097246,0.000015445055],"category_scores_gemma":[0.0010480087,0.00010744472,0.00006246303,0.00012521973,0.0006597619,0.00022959553,0.000019960913,0.00066209515,0.0000024916908],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026057595,0.00037897687,0.013758359,0.00013018391,0.000033729397,0.0000035218955,0.23580682,0.000080157035,0.0002968474,0.0020382188,0.0072823786,0.73758507],"study_design_scores_gemma":[0.007232918,0.011351925,0.30636975,0.02764201,0.00011070739,0.000072730225,0.6320866,0.0016550897,0.0004828442,0.008427801,0.0038467858,0.0007208716],"about_ca_topic_score_codex":0.0012954032,"about_ca_topic_score_gemma":0.0006155182,"teacher_disagreement_score":0.73686415,"about_ca_system_score_codex":0.00052096066,"about_ca_system_score_gemma":0.00043596566,"threshold_uncertainty_score":0.6564769},"labels":[],"label_agreement":null},{"id":"W1489747706","doi":"10.1111/j.1467-9566.2010.01241_1.x","title":"Cancer on the Margins: Method and Meaning in Participatory Research","year":2010,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Sociology; Citizen journalism; General partnership; Meaning (existential); Community-based participatory research; Public relations; Power (physics); Political science; Psychology; Law","score_opus":0.8070642473443554,"score_gpt":0.7313044223818306,"score_spread":0.07575982496252487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489747706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655473,0.0007046657,0.00014566394,0.029387897,0.0003937958,0.0005194901,0.000003875605,0.000017520824,0.003279778],"genre_scores_gemma":[0.99763805,0.00034370882,0.00060892897,0.000845653,0.00013217545,0.00033683726,3.2243284e-7,0.000011859104,0.000082463215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9763064,0.021231536,0.0003948122,0.00033203737,0.00061252725,0.0011227116],"domain_scores_gemma":[0.99067897,0.008533337,0.00013039005,0.00025774073,0.00018284367,0.0002166966],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.07320849,0.00009222624,0.0003444494,0.00016589873,0.0014711252,0.000012222858,0.00037656818,0.00022610607,0.00026801426],"category_scores_gemma":[0.008163323,0.000068451416,0.000034366625,0.00037448952,0.005260415,0.00007133191,0.00011139131,0.001459532,0.000009784774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052637257,0.000088540706,0.04710466,0.000058908907,0.000017127004,0.0000030364054,0.27977902,0.000008749712,0.001042574,0.6182192,0.00043314934,0.05319238],"study_design_scores_gemma":[0.0010373336,0.000545097,0.3321462,0.00019850359,0.000010553182,9.716558e-7,0.23448513,0.0007884734,0.001988767,0.35883737,0.069519386,0.0004422243],"about_ca_topic_score_codex":0.013746711,"about_ca_topic_score_gemma":0.019242547,"teacher_disagreement_score":0.28504154,"about_ca_system_score_codex":0.00017622554,"about_ca_system_score_gemma":0.001478685,"threshold_uncertainty_score":0.9998288},"labels":[],"label_agreement":null},{"id":"W1492651800","doi":"10.18533/journal.v3i3.388","title":"Youth Stakeholders in Neighbourhood Revitalization: A Case Example","year":2014,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Neighbourhood (mathematics); Participatory action research; Youth engagement; Youth participation; Positive Youth Development; Community engagement; Citizen journalism; Public relations; The arts; Civic engagement; Sociology; Process (computing); Action research; Community participation; Psychology; Political science; Pedagogy; Developmental psychology; Socioeconomics","score_opus":0.529833153149703,"score_gpt":0.4974138263498856,"score_spread":0.032419326799817405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492651800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73731625,0.00014033161,0.008529058,0.00051751843,0.00007476398,0.00024083976,0.000009289242,0.000050964496,0.25312096],"genre_scores_gemma":[0.99653614,0.000067801884,0.0019990655,0.000018722614,0.0000340124,2.518026e-7,0.0000021372769,0.000006003701,0.0013358601],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979592,0.0010974862,0.00007666458,0.00019754934,0.00034232295,0.0003268054],"domain_scores_gemma":[0.9991979,0.00019939417,0.000081610466,0.00021560714,0.00009358899,0.00021189713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021289603,0.00007102491,0.00017835281,0.00004563428,0.00029768667,0.000018008475,0.00024366454,0.000077333316,0.0081542],"category_scores_gemma":[0.00056806754,0.000093762814,0.00005323402,0.00017666198,0.00030462904,0.00054541876,0.00007295391,0.00007432161,0.000013004437],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011737738,0.00024151092,0.022648577,0.00006894181,0.00004006037,0.00031690957,0.7889179,0.0000659519,0.00027891836,0.06535857,0.00038450994,0.12156079],"study_design_scores_gemma":[0.0015475089,0.00024418544,0.13220884,0.000081771985,0.000050938124,0.0000047231324,0.8496543,0.001583194,0.000044502052,0.0002914133,0.0139268525,0.0003617518],"about_ca_topic_score_codex":0.70649886,"about_ca_topic_score_gemma":0.6476476,"teacher_disagreement_score":0.25921988,"about_ca_system_score_codex":0.00035406227,"about_ca_system_score_gemma":0.00015765584,"threshold_uncertainty_score":0.9927525},"labels":[],"label_agreement":null},{"id":"W1494093673","doi":"","title":"Feminist Research on Mothers and Illegal Drugs (1)","year":2001,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Ethnography; Gender studies; Feminism; Political science; Humanities; Anthropology","score_opus":0.6804389664787865,"score_gpt":0.6772282106042281,"score_spread":0.0032107558745584353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494093673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5284615,0.0003495047,0.000018256496,0.0034630815,0.00009768667,0.0013577482,0.000034182245,0.00009644503,0.46612158],"genre_scores_gemma":[0.9516054,0.00041529656,0.00058949797,0.00019038534,0.0010154675,0.00066796044,0.0000036338683,0.000085033156,0.04542734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98290086,0.0070492676,0.00047281108,0.0010924098,0.0051976736,0.0032869806],"domain_scores_gemma":[0.98207533,0.014825619,0.000075704935,0.0008171349,0.000810385,0.0013958423],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06006585,0.00026365268,0.00042145452,0.0011379258,0.0057900427,0.0010194567,0.001492584,0.0003831097,0.00042915536],"category_scores_gemma":[0.012902843,0.0002482764,0.0001527887,0.0025445928,0.0070652813,0.00014402164,0.00051335525,0.0017159061,0.00033047193],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056175063,0.0013632248,0.026664585,0.00033070153,0.00020129097,0.00026159603,0.28019032,0.0000143598545,0.0025672887,0.44710827,0.08936943,0.14631143],"study_design_scores_gemma":[0.0006356784,0.0010167285,0.0007284107,0.00009267498,0.000005015717,0.000004040053,0.08430224,0.00021359634,0.00042891726,0.004451318,0.90787685,0.0002445012],"about_ca_topic_score_codex":0.0022588864,"about_ca_topic_score_gemma":0.0005152518,"teacher_disagreement_score":0.81850743,"about_ca_system_score_codex":0.0006986538,"about_ca_system_score_gemma":0.0008928678,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W1495829734","doi":"10.7202/1071414ar","title":"Healing through Photography – A reflection on the Brightening Our Home Fires Project in the remote hamlet of Ulukhaktok, Northwest Territories","year":2020,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Government of Northwest Territories","funders":"","keywords":"Photovoice; Settlement (finance); HAMLET (protein complex); Sociology; Indigenous; Participatory action research; Privilege (computing); Work (physics); Geography; Visual arts; Ecology; Anthropology; Political science","score_opus":0.23005903522481488,"score_gpt":0.5025218140255031,"score_spread":0.27246277880068825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495829734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8738028,0.078181505,0.00008600091,0.044984203,0.00028827987,0.0011822064,0.00005579561,0.000044021832,0.0013752027],"genre_scores_gemma":[0.87000924,0.12821153,0.00033085336,0.00021242048,0.0011393153,0.000048066082,0.0000040809846,0.000033632277,0.0000108455915],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940467,0.0028229046,0.0010090834,0.00058263604,0.0008689287,0.0006697641],"domain_scores_gemma":[0.9952401,0.0028260543,0.0008495193,0.00053017295,0.0003693076,0.00018484387],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005163809,0.00044004043,0.00088374957,0.00024003728,0.0042799306,0.00034766804,0.0016671639,0.00011101054,0.000015329804],"category_scores_gemma":[0.0015648024,0.00023702394,0.00052104687,0.0014882067,0.00094582274,0.00073886564,0.00051083183,0.001172712,0.00000229894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049856334,0.00043941516,0.025905132,0.0022254633,0.00022610342,0.000018031165,0.96655524,0.00006941208,0.000058340396,0.0018095965,0.00097441865,0.0012203061],"study_design_scores_gemma":[0.0005519976,0.0019741415,0.14913276,0.016243475,0.00021795135,0.000073599265,0.8174752,0.0003493387,0.0001092737,0.0013023796,0.012057911,0.0005119961],"about_ca_topic_score_codex":0.0052552233,"about_ca_topic_score_gemma":0.09212463,"teacher_disagreement_score":0.14908004,"about_ca_system_score_codex":0.00013894297,"about_ca_system_score_gemma":0.00031470618,"threshold_uncertainty_score":0.9970164},"labels":[],"label_agreement":null},{"id":"W1496321266","doi":"10.46743/2160-3715/2014.1242","title":"Managing Illness through Creative Engagement: Women, HIV, and the Stitches Doll Project","year":2014,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Identity (music); Feeling; Meaning (existential); Oral history; Variety (cybernetics); Psychology; Sociology; Aesthetics; Social psychology; Psychotherapist; Art","score_opus":0.6899696350343475,"score_gpt":0.6968695955427876,"score_spread":0.006899960508440106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496321266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5878385,0.00030426227,0.03430529,0.01255917,0.0002185727,0.0018558925,0.000007317629,0.00013370898,0.3627773],"genre_scores_gemma":[0.9849885,0.00014570905,0.00149528,0.00037029653,0.00020155065,0.0006502219,0.0000016898671,0.000018019458,0.012128705],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97181875,0.025965834,0.0003851674,0.00034032657,0.00090712385,0.00058282603],"domain_scores_gemma":[0.98852116,0.010419831,0.0003113792,0.00041861003,0.00023255756,0.0000964448],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07454238,0.00015682982,0.0003222429,0.00004516752,0.0019073469,0.00015902062,0.0003807117,0.00004466951,0.00008393171],"category_scores_gemma":[0.023316223,0.00008308636,0.00006567713,0.00047284662,0.0038206081,0.0003138067,0.00019579852,0.00032270545,0.000023584718],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001175799,0.0000205027,0.00009577312,0.000016143733,0.000080885926,0.000010187182,0.730566,0.0000022461832,0.000021856476,0.26551133,0.00038408,0.0031734277],"study_design_scores_gemma":[0.00047454343,0.00005772188,0.00039662648,0.000025090198,0.000025548321,0.0000030703638,0.6790174,0.00009483039,0.00019305572,0.22499323,0.094575144,0.00014371757],"about_ca_topic_score_codex":0.0032156259,"about_ca_topic_score_gemma":0.00013542756,"teacher_disagreement_score":0.39715004,"about_ca_system_score_codex":0.00017947642,"about_ca_system_score_gemma":0.00028310122,"threshold_uncertainty_score":0.99939203},"labels":[],"label_agreement":null},{"id":"W1501179696","doi":"","title":"Participatory action research: exploring Indigenous youth perspectives and experiences","year":2009,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Indigenous; Oppression; Participatory action research; Action research; Sociology; Qualitative research; Government (linguistics); Action (physics); Citizen journalism; Colonialism; Political science; Gender studies; Environmental ethics; Social science; Anthropology; Politics; Ecology; Pedagogy; Law","score_opus":0.9686148398845076,"score_gpt":0.7326391092535675,"score_spread":0.23597573063094013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501179696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977628,0.00053490925,0.00020950098,0.00041436419,0.000104569335,0.00028262072,5.561594e-7,0.00013821543,0.020687299],"genre_scores_gemma":[0.99811846,0.0003794996,0.00048020468,0.000040922867,0.00025841547,0.00014728162,1.92801e-7,0.0000068372624,0.00056818814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99510056,0.0024117262,0.00015984551,0.0003567863,0.0010610875,0.0009100133],"domain_scores_gemma":[0.9986571,0.00045312784,0.00003092033,0.00017901669,0.00021524611,0.00046458025],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0081743635,0.00009383031,0.00013938172,0.00023352,0.0016489407,0.00021731516,0.00023099345,0.00007140399,0.00023451098],"category_scores_gemma":[0.0027563896,0.00008534146,0.000032171898,0.0006196972,0.0011003679,0.00089200324,0.000052142677,0.00030293968,0.000032291005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025399297,0.00008548305,0.0010379422,0.0000021485037,0.000005111057,0.000005007938,0.96054095,6.3562953e-7,0.00057520723,0.012623785,0.000034303957,0.025064],"study_design_scores_gemma":[0.00008993152,0.00022727124,0.0090806605,0.000010247892,0.000003465572,2.4933982e-7,0.98383105,0.000020373063,0.0033839836,0.0015346699,0.0017048855,0.00011324147],"about_ca_topic_score_codex":0.001394323,"about_ca_topic_score_gemma":0.00045031478,"teacher_disagreement_score":0.02495076,"about_ca_system_score_codex":0.00023108197,"about_ca_system_score_gemma":0.00033524938,"threshold_uncertainty_score":0.9996508},"labels":[],"label_agreement":null},{"id":"W1509714462","doi":"","title":"“Picture Me Different”: Challenging Community Ideas about Women Released from Prison","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Photovoice; Prison; Attribution; Thematic analysis; Psychology; Action (physics); Sociology; Action research; Social psychology; Social justice; Public relations; Qualitative research; Criminology; Pedagogy; Social science; Political science","score_opus":0.21458799008779111,"score_gpt":0.48945526433460407,"score_spread":0.27486727424681295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509714462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409275,0.007256769,0.05009072,0.0006812764,0.00040496598,0.00008167606,0.00000735342,0.000011418399,0.0005382987],"genre_scores_gemma":[0.96682733,0.031665813,0.00019218375,0.00059658854,0.0005260954,0.0000035076189,8.076926e-7,0.000020115343,0.00016752741],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99622416,0.0024503288,0.00029142675,0.000112364316,0.0003753118,0.0005464063],"domain_scores_gemma":[0.99717885,0.00091898564,0.00018830407,0.0002025281,0.00017780959,0.0013334975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048371195,0.00013156276,0.00029763405,0.0001784902,0.0010505307,0.0001895163,0.0003881316,0.00013660124,0.00029663288],"category_scores_gemma":[0.00006395724,0.00011651246,0.00006668924,0.00014578781,0.00029713672,0.00013210985,2.2049903e-7,0.0007353437,0.0000037082223],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035641203,0.000107312066,0.0119794905,0.000039054896,0.0002952818,0.000022162892,0.8304892,0.000106569205,0.001762286,0.017721208,0.0011546294,0.13596635],"study_design_scores_gemma":[0.0011751666,0.00036284624,0.0051897727,0.0002685166,0.000017429214,0.0000026995222,0.004432343,0.00050504087,0.0001310969,0.3691514,0.61847895,0.00028474611],"about_ca_topic_score_codex":0.0071256794,"about_ca_topic_score_gemma":0.043200172,"teacher_disagreement_score":0.8260569,"about_ca_system_score_codex":0.00008100146,"about_ca_system_score_gemma":0.00027560833,"threshold_uncertainty_score":0.99948597},"labels":[],"label_agreement":null},{"id":"W1514738959","doi":"","title":"Looking Out: Prairie Women Use Photovoice Methods to Fight Poverty","year":2006,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Poverty; Sociology; Socioeconomics; Political science; Economic growth; Economics; Law","score_opus":0.3623341932661497,"score_gpt":0.5640643381821954,"score_spread":0.20173014491604568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514738959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9572799,0.00038775828,0.00050533254,0.0034073445,0.0009952353,0.0009437844,0.00008861243,0.00017551162,0.03621648],"genre_scores_gemma":[0.84939164,0.00006310874,0.02791641,0.017611824,0.0013309453,0.002273927,0.0000052927444,0.000118739255,0.10128812],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939385,0.001965755,0.00035735796,0.0005445882,0.0006683558,0.0025254244],"domain_scores_gemma":[0.99535555,0.0018443888,0.000087652756,0.00038757172,0.0004249332,0.0018998783],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0064538945,0.0002663075,0.0005059539,0.0004351492,0.0015768672,0.00027403695,0.00049342687,0.00012170089,0.0004261126],"category_scores_gemma":[0.012624326,0.00026049776,0.00007105991,0.00097238115,0.0005299994,0.0004549502,0.0001605413,0.00026279784,0.0002206981],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001288249,0.00018965064,0.03439792,0.00015384606,0.0008977191,0.00043927872,0.7232797,0.00009327755,0.0042283507,0.045248136,0.17527145,0.015671855],"study_design_scores_gemma":[0.00018613183,0.000089665096,0.0034357584,0.000027063814,0.000011050857,3.4055432e-7,0.07908014,0.000008105558,0.0005163811,0.0075909416,0.9086824,0.0003719853],"about_ca_topic_score_codex":0.036316294,"about_ca_topic_score_gemma":0.4511668,"teacher_disagreement_score":0.733411,"about_ca_system_score_codex":0.006554088,"about_ca_system_score_gemma":0.0017411304,"threshold_uncertainty_score":0.99998474},"labels":[],"label_agreement":null},{"id":"W1515935715","doi":"","title":"Movement, Memory & the Senses in Soundscape Studies","year":2010,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Soundscape; Movement (music); Computer science; Acoustics; Sound (geography); Physics","score_opus":0.5022653639083604,"score_gpt":0.6078212594778896,"score_spread":0.10555589556952916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515935715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96862364,0.00024704591,0.000050734638,0.003548824,0.0010347036,0.00028123806,0.000016367601,0.000025326444,0.0261721],"genre_scores_gemma":[0.9945177,0.0001064628,0.00047151587,0.0017071059,0.00037569454,0.000028739043,5.145128e-7,0.00001090408,0.0027813944],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982391,0.00042553426,0.00014459352,0.00015025146,0.00034206497,0.00069844374],"domain_scores_gemma":[0.9981619,0.00091903115,0.000031605097,0.00024562544,0.0001549241,0.00048692196],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003214739,0.00008223514,0.000118025484,0.00013659443,0.0006249248,0.00008300696,0.0003472307,0.000084585365,0.0002323943],"category_scores_gemma":[0.009137431,0.00006644371,0.00002770228,0.00038925713,0.00087466935,0.00008067742,0.000038024224,0.0004152386,0.000065863955],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031368858,0.00017477239,0.08996331,0.00010569431,0.00024775873,0.0008483396,0.28151911,0.00080550316,0.14449131,0.20776485,0.1887303,0.08531768],"study_design_scores_gemma":[0.00080854754,0.00011143037,0.24985303,0.00007510832,0.000096783304,0.0000033317474,0.33764607,0.0033516116,0.0010900195,0.05837547,0.3475431,0.0010455023],"about_ca_topic_score_codex":0.11261571,"about_ca_topic_score_gemma":0.8729503,"teacher_disagreement_score":0.7603346,"about_ca_system_score_codex":0.00033326502,"about_ca_system_score_gemma":0.0018658655,"threshold_uncertainty_score":0.99920905},"labels":[],"label_agreement":null},{"id":"W1519449372","doi":"10.1111/area.12171","title":"Kinder cuts and passionate modesties: the complex ecology of the invitation in participatory research","year":2014,"lang":"en","type":"article","venue":"Area","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Economic and Social Research Council","keywords":"Praxis; Sociology; Participatory action research; Participatory GIS; Subjectivity; Reflexivity; Citizen journalism; Solidarity; Economic Justice; Subject (documents); Environmental ethics; Epistemology; Social science; Law; Political science; Computer science; Anthropology","score_opus":0.9021028886265252,"score_gpt":0.6891008559309505,"score_spread":0.21300203269557472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519449372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873633,0.000026576525,0.000093229726,0.0057995273,0.00006339853,0.00026571832,0.0000013556458,0.0000073456795,0.006379545],"genre_scores_gemma":[0.9992883,0.000015278863,0.00011318446,0.00027119406,0.000027590058,0.00007859861,2.6595924e-7,0.000004704566,0.00020088317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99172664,0.007027402,0.00016159604,0.00013920205,0.000565912,0.00037922926],"domain_scores_gemma":[0.9954806,0.004029031,0.000047323494,0.00021018683,0.0001486541,0.00008420476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01158717,0.00004651157,0.00010296542,0.000070230446,0.00047263026,0.000023487793,0.00030220262,0.000062656094,0.000060528346],"category_scores_gemma":[0.0077749304,0.00002731669,0.000019654599,0.00040324932,0.0016450308,0.0000855086,0.00015737521,0.00023970989,0.0000072858297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005636828,0.00015258422,0.6998266,0.000028961855,0.000015919035,0.0000015552075,0.08150612,0.00034275636,0.005282383,0.19773547,0.004414384,0.010636879],"study_design_scores_gemma":[0.000171493,0.000048040907,0.9198161,0.000018818368,0.0000029123496,1.1506721e-7,0.004919151,0.00826608,0.00040243805,0.057290185,0.009020715,0.00004395083],"about_ca_topic_score_codex":0.0016763208,"about_ca_topic_score_gemma":0.008634459,"teacher_disagreement_score":0.2199895,"about_ca_system_score_codex":0.00006978751,"about_ca_system_score_gemma":0.00021090997,"threshold_uncertainty_score":0.930788},"labels":[],"label_agreement":null},{"id":"W1519619241","doi":"10.1177/160940690700600403","title":"Views from the Village: Photonovella with Women in Rural China","year":2007,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"China; Focus group; Narrative; Gender studies; Qualitative research; Rural area; Work (physics); Qualitative property; Socioeconomics; Sociology; Geography; Political science; Social science; Engineering; Anthropology","score_opus":0.8572610085453274,"score_gpt":0.7703663529579493,"score_spread":0.08689465558737808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519619241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7932739,0.00032129776,0.1949412,0.0026242274,0.0005953577,0.00015828757,0.000009908867,0.000006794591,0.008068994],"genre_scores_gemma":[0.75960267,0.00008792845,0.23867187,0.00054037414,0.0006552653,0.000012798941,9.810336e-7,0.000015687781,0.00041241624],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97798944,0.018783374,0.0008318653,0.00014953637,0.0016785609,0.0005672503],"domain_scores_gemma":[0.9844553,0.013813711,0.0005842061,0.00012228456,0.0007505594,0.00027392854],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11198854,0.00012840038,0.0003294,0.00023784203,0.00013859446,0.00011303913,0.0009938177,0.000063568434,0.00049592997],"category_scores_gemma":[0.014284271,0.00007898914,0.00010768902,0.00048136088,0.0006845337,0.000384079,0.00007229231,0.0005293333,0.000008556388],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011591375,0.00015924992,0.006984461,0.0000021368821,0.00028334276,0.000096189644,0.8491701,0.000019527684,0.008173378,0.013816279,0.00019150511,0.11994473],"study_design_scores_gemma":[0.0021391083,0.0004738527,0.14449443,0.00022727819,0.000021062444,0.000013627081,0.6368655,0.000073561314,0.009322911,0.0944682,0.11158533,0.00031513174],"about_ca_topic_score_codex":0.0021095688,"about_ca_topic_score_gemma":0.0012995148,"teacher_disagreement_score":0.21230455,"about_ca_system_score_codex":0.0008973864,"about_ca_system_score_gemma":0.0005275068,"threshold_uncertainty_score":0.99401885},"labels":[],"label_agreement":null},{"id":"W1526303885","doi":"","title":"Nametoo: Evidence that he/she is/was present","year":2014,"lang":"en","type":"article","venue":"Decolonization: Indigeneity, Education & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Indigenous; Narrative; Identity (music); Situated; Aesthetics; Sovereignty; Sociology; Colonialism; Photography; History; Visual arts; Politics; Art; Law; Political science; Archaeology; Literature","score_opus":0.4781823624236158,"score_gpt":0.5989194915605062,"score_spread":0.12073712913689039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526303885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91705143,0.0018519715,0.033668406,0.027370008,0.003282706,0.0019635346,0.000012916981,0.00037291585,0.014426118],"genre_scores_gemma":[0.979619,0.0012255453,0.008000653,0.0031319777,0.0014917268,0.0003194763,0.000023962946,0.00003825388,0.006149353],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946784,0.0020374774,0.00040419877,0.0006149874,0.0014613138,0.0008036351],"domain_scores_gemma":[0.99588275,0.0015603924,0.00037620505,0.0006243343,0.001013654,0.00054267363],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065749483,0.00021988295,0.0002648382,0.000087247514,0.002222924,0.00048331128,0.00082469283,0.00029964466,0.00166339],"category_scores_gemma":[0.0064620227,0.0002369339,0.00021359077,0.0013685635,0.0006000429,0.0009928226,0.00017733513,0.00031969958,0.00034266143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014020611,0.0008144577,0.56870073,0.00011572084,0.0001253356,4.3275458e-7,0.22177966,0.00012560147,0.00017937121,0.01206533,0.16474262,0.03133672],"study_design_scores_gemma":[0.0002525943,0.000104946914,0.20041333,0.00010083618,0.000073820906,0.0000011150744,0.01630204,0.0012659776,0.0037938433,0.007796013,0.76935965,0.00053580943],"about_ca_topic_score_codex":0.0014001083,"about_ca_topic_score_gemma":0.0012314136,"teacher_disagreement_score":0.60461706,"about_ca_system_score_codex":0.0010047181,"about_ca_system_score_gemma":0.004999994,"threshold_uncertainty_score":0.9992492},"labels":[],"label_agreement":null},{"id":"W1527942574","doi":"10.7202/1006391ar","title":"Fabian Johannes, 2008, Ethnography as Commentary. Writing from the Virtual Archive. Durham, Duke University Press, 139 p., bibliogr., index","year":2011,"lang":"en","type":"article","venue":"Anthropologie et Sociétés","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ethnography; Index (typography); Anthropology; Media studies; Sociology; History; Gerontology; Art history; Medicine; Computer science; World Wide Web","score_opus":0.6978074840027266,"score_gpt":0.6666289327769666,"score_spread":0.031178551225760076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527942574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6523638,0.0016538262,0.0057350984,0.08302881,0.005972772,0.0019711824,0.00066849956,0.0011310978,0.24747494],"genre_scores_gemma":[0.98485,0.009841344,0.0014109232,0.0028759271,0.00034159055,0.000019110765,0.000033476234,0.000034032604,0.00059358607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913445,0.0059158863,0.00031892743,0.0005326304,0.0008206405,0.0010674181],"domain_scores_gemma":[0.995086,0.0036937215,0.00015491692,0.00054766005,0.00014481525,0.00037289146],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0037924238,0.0002657533,0.00034577897,0.00032619655,0.0026275262,0.000148322,0.0015176102,0.00027718922,0.005858807],"category_scores_gemma":[0.0015346434,0.00022871803,0.00026790437,0.0016109013,0.007097654,0.00067961914,0.0007091297,0.00090336933,0.00005864638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004369205,0.001151806,0.25195384,0.000015027281,0.0005527247,0.00027561406,0.07209503,0.000004930095,0.00047942073,0.04866294,0.5949874,0.029384354],"study_design_scores_gemma":[0.00096723804,0.0004902893,0.06708816,0.000056097473,0.000092666494,0.0000010191213,0.39940682,0.000077416094,0.0014910472,0.01122179,0.5185436,0.00056388014],"about_ca_topic_score_codex":0.16303898,"about_ca_topic_score_gemma":0.005320288,"teacher_disagreement_score":0.33248624,"about_ca_system_score_codex":0.0001268807,"about_ca_system_score_gemma":0.00037426542,"threshold_uncertainty_score":0.99867094},"labels":[],"label_agreement":null},{"id":"W1536888178","doi":"10.1177/160940690900800203","title":"Using PAR or Abusing its Good Name? the Challenges and Surprises of Photovoice and Film in a Study of Chronic Illness","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photovoice; Intervention (counseling); Action (physics); Quality of life (healthcare); Participatory action research; Medicine; Psychology; Citizen journalism; Nursing; Sociology; Gerontology; Political science; Visual arts; Law","score_opus":0.933743552185007,"score_gpt":0.7767675821414634,"score_spread":0.1569759700435437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536888178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98718953,0.005808249,0.005809954,0.00054129615,0.00014309748,0.00022432231,0.0000041091866,0.0000021998724,0.00027722752],"genre_scores_gemma":[0.9715839,0.0015327879,0.026749888,0.00001985147,0.00009104977,0.0000032046883,4.648921e-8,0.000005578167,0.000013717643],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98158354,0.016445076,0.00068807224,0.00013970946,0.0009547377,0.00018889834],"domain_scores_gemma":[0.98968416,0.008452034,0.0006908506,0.00007240738,0.0010175715,0.00008294555],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0327407,0.00010014799,0.00038731933,0.00027560676,0.00010424581,0.000033113836,0.0003556436,0.000050823077,0.000021087602],"category_scores_gemma":[0.011781283,0.00006754644,0.000048863712,0.0002404729,0.00045945751,0.00036348848,0.000066794324,0.00025431637,7.440764e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056928024,0.0006712526,0.0022031965,0.00004049983,0.00025635597,0.000032941927,0.8361208,0.00012000616,0.019639522,0.008510114,0.0000016010903,0.13183445],"study_design_scores_gemma":[0.0029551182,0.0027765573,0.12753214,0.00085476623,0.000101393845,0.000030511652,0.8178338,0.0019105687,0.024767056,0.02028774,0.000663479,0.00028688714],"about_ca_topic_score_codex":0.0005267908,"about_ca_topic_score_gemma":0.00060882274,"teacher_disagreement_score":0.13154757,"about_ca_system_score_codex":0.00015113618,"about_ca_system_score_gemma":0.00034747194,"threshold_uncertainty_score":0.99654293},"labels":[],"label_agreement":null},{"id":"W1537131123","doi":"10.1111/hex.12386","title":"Getting it right! Enhancing youth involvement in mental health research","year":2015,"lang":"en","type":"article","venue":"Health Expectations","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Scottish Mental Health Research Network; National Institute for Health and Care Research","keywords":"Mental health; Thematic analysis; Qualitative research; Psychology; Perception; Promotion (chess); Medical education; Applied psychology; Public relations; Medicine; Sociology; Psychiatry; Political science; Politics","score_opus":0.8788274725807174,"score_gpt":0.7261979147372277,"score_spread":0.15262955784348964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537131123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5904181,0.011586213,0.004426517,0.311952,0.0020403562,0.0076083727,0.00010342844,0.00049250055,0.071372524],"genre_scores_gemma":[0.9889421,0.00016646419,0.008277672,0.0014781563,0.00026079995,0.00025809542,0.0000253384,0.000019758018,0.00057160156],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9876973,0.007886324,0.00065142784,0.000375254,0.0018298178,0.0015598556],"domain_scores_gemma":[0.9972661,0.0007910436,0.0001425916,0.00022695828,0.00031588846,0.0012573922],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019327817,0.00010007861,0.00023995468,0.00050419034,0.0019655423,0.000103363076,0.0002838599,0.00005735505,0.00008371615],"category_scores_gemma":[0.0043298346,0.00010675059,0.00003460244,0.0014890749,0.00029653503,0.00031000696,0.0000981857,0.00050318113,0.00014286781],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012431476,0.00016669808,0.0011489199,0.000027768923,0.0000039819593,0.000002273114,0.9789436,0.000011149909,0.000043995835,0.009822015,0.0076624868,0.00215468],"study_design_scores_gemma":[0.00046511934,0.00024248095,0.0005051702,0.00014062965,6.013877e-7,1.8713375e-7,0.9618774,0.00028270725,0.0001350024,0.0018658653,0.03437261,0.000112223584],"about_ca_topic_score_codex":0.030557897,"about_ca_topic_score_gemma":0.08570626,"teacher_disagreement_score":0.39852402,"about_ca_system_score_codex":0.0035793341,"about_ca_system_score_gemma":0.007514362,"threshold_uncertainty_score":0.99933374},"labels":[],"label_agreement":null},{"id":"W1547140909","doi":"10.1177/160940691301200113","title":"Reflections from a Creative Community-Based Participatory Research Project Exploring Health and Body Image with First Nations Girls","year":2013,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Ottawa; University of Saskatchewan; Newfoundland and Labrador Centre for Applied Health Research","funders":"","keywords":"Photovoice; Participatory action research; Focus group; Sociology; Citizen journalism; Population; Qualitative research; Community-based participatory research; Community health; Photo elicitation; Public relations; Gender studies; Medical education; Political science; Social science; Nursing; Medicine; Public health; Economic growth; Anthropology","score_opus":0.9828476775188483,"score_gpt":0.828178737571163,"score_spread":0.15466893994768527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547140909","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5026042,0.00066385244,0.46227387,0.020177584,0.00058272236,0.0012692705,0.00008835748,0.000063957785,0.012276205],"genre_scores_gemma":[0.38544995,0.00026622528,0.6128866,0.00031677558,0.00030412563,0.0004898476,0.0000074519653,0.000027413676,0.00025164319],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91938627,0.07746546,0.00069368305,0.00020394132,0.00175333,0.000497344],"domain_scores_gemma":[0.94892734,0.045018956,0.00054528756,0.00019875159,0.004794559,0.00051510416],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05565788,0.00015696441,0.00038178117,0.0011344436,0.0020404444,0.00036950974,0.0006557417,0.00006228268,0.00021472521],"category_scores_gemma":[0.042608995,0.00012983913,0.00009444435,0.0009883507,0.0018430675,0.0013943341,0.000122019424,0.0012281587,0.000011197445],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044990907,0.0007014881,0.0016148384,0.00005527775,0.0006111736,0.000017981349,0.9623147,0.000025377782,0.0039018837,0.020737149,0.0018312158,0.0077389632],"study_design_scores_gemma":[0.0019543283,0.0024883882,0.009862756,0.001014466,0.000041285133,0.000006493285,0.85767967,0.0003539522,0.0064029177,0.03971437,0.080104105,0.0003772626],"about_ca_topic_score_codex":0.03108104,"about_ca_topic_score_gemma":0.008648968,"teacher_disagreement_score":0.15061271,"about_ca_system_score_codex":0.00088883616,"about_ca_system_score_gemma":0.0032189223,"threshold_uncertainty_score":0.99925876},"labels":[],"label_agreement":null},{"id":"W1551481294","doi":"10.7202/1120971ar","title":"Envisioning the Future with Aboriginal Breast Cancer Survivors","year":2008,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Breast Cancer Research Alliance","keywords":"Photovoice; Shame; Silence; Ethnic group; Breast cancer; Humanities; Gender studies; Sociology; Psychology; Art; Social psychology; Anthropology; Aesthetics; Cancer; Medicine; Visual arts","score_opus":0.3894386325524299,"score_gpt":0.6132917148023896,"score_spread":0.22385308224995976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551481294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7756036,0.042641204,0.0017969243,0.06501866,0.009795574,0.0018387623,0.00019273482,0.0005040372,0.10260853],"genre_scores_gemma":[0.9835226,0.009369064,0.00072254916,0.000997758,0.0046768603,0.00013100772,0.0000017366235,0.000023322316,0.0005550945],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950581,0.0017624209,0.0002891866,0.00045334778,0.001335579,0.0011013658],"domain_scores_gemma":[0.99759555,0.0013574699,0.000058085385,0.00015548803,0.0006088779,0.0002245307],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0017663678,0.00025562235,0.0004039432,0.000040582265,0.0045221383,0.00008064534,0.00048251048,0.00019641976,0.00012521035],"category_scores_gemma":[0.0012550293,0.00015662806,0.000092562754,0.00095277024,0.004065582,0.00029903496,0.00011657124,0.0008129181,0.000022330321],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024529055,0.00029843242,0.07409237,0.00028818537,0.0003261657,0.000786326,0.5227552,0.000021662945,0.00009817826,0.3688505,0.027630027,0.0046076234],"study_design_scores_gemma":[0.00058049255,0.00006967817,0.15430835,0.000106508676,0.00036957173,0.000056784043,0.38114733,0.000022344037,0.000016693424,0.0013562272,0.46139008,0.00057596865],"about_ca_topic_score_codex":0.0027488947,"about_ca_topic_score_gemma":0.011145011,"teacher_disagreement_score":0.43376005,"about_ca_system_score_codex":0.0003462156,"about_ca_system_score_gemma":0.00040192076,"threshold_uncertainty_score":0.99864477},"labels":[],"label_agreement":null},{"id":"W1554660956","doi":"10.7202/1071411ar","title":"Capturing the experiences of FASD prevention workers through quilting","year":2020,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Quilting; Quilt; Fetal Alcohol Spectrum Disorder; Data collection; Qualitative research; Psychology; Qualitative property; Medical education; Sociology; Medicine; Computer science; Social science; Engineering; Visual arts","score_opus":0.18988356673879436,"score_gpt":0.49653736372242424,"score_spread":0.3066537969836299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554660956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8064026,0.17520167,0.00031694648,0.0142333405,0.00028299473,0.0006489258,0.00000737757,0.000041677504,0.002864423],"genre_scores_gemma":[0.8787256,0.11963575,0.0005301349,0.00006651145,0.00087927247,0.00006664386,0.0000012357353,0.00003101499,0.00006382147],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951866,0.0018044338,0.0010427841,0.000547548,0.00076872495,0.0006498712],"domain_scores_gemma":[0.9954521,0.0023019076,0.001046355,0.00044975686,0.00040936185,0.00034050195],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040134448,0.00038359847,0.00086828356,0.000108501445,0.0044367774,0.00026038618,0.0016831157,0.0000970108,0.00012194446],"category_scores_gemma":[0.002447868,0.00023555827,0.0005224653,0.00074818684,0.0018198146,0.0011160747,0.0010625211,0.00073549617,0.0000057048887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013073986,0.00020597759,0.006810947,0.0016916736,0.0001743899,0.0000042897805,0.98795,0.00006410629,0.000036770496,0.00093049754,0.00048190542,0.0015186605],"study_design_scores_gemma":[0.0002811441,0.00059760147,0.022373682,0.009702111,0.0001781802,0.000026229036,0.9616418,0.00017619823,0.00011051325,0.0004891889,0.0041203476,0.00030299718],"about_ca_topic_score_codex":0.00030799775,"about_ca_topic_score_gemma":0.006416811,"teacher_disagreement_score":0.072322965,"about_ca_system_score_codex":0.00012110522,"about_ca_system_score_gemma":0.00032892788,"threshold_uncertainty_score":0.9968593},"labels":[],"label_agreement":null},{"id":"W1559091998","doi":"10.46743/2160-3715/2008.1584","title":"Unraveling Ethics: Reflections from a Community-based Participatory Research Project with Youth","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Participatory action research; Sociology; Engineering ethics; Harm; Citizen journalism; Action research; Community-based participatory research; Public relations; Political science; Pedagogy; Psychology; Social psychology; Law","score_opus":0.9873663865511116,"score_gpt":0.8226691816609845,"score_spread":0.16469720489012718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559091998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92157304,0.00012023345,0.014626429,0.0051185945,0.00018806895,0.0012278217,0.000047581605,0.00023586715,0.056862332],"genre_scores_gemma":[0.9912415,0.0000053921667,0.0064864676,0.00028983303,0.00021377254,0.00037682633,0.0000261583,0.00003288434,0.0013271244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.87335795,0.12187818,0.0004923731,0.00033460266,0.003074324,0.00086258305],"domain_scores_gemma":[0.973408,0.022333644,0.000245447,0.00094736007,0.002630933,0.00043465113],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.20892778,0.00016112516,0.00029097655,0.00021756056,0.0037283485,0.0001810933,0.0006483313,0.00017815593,0.000026617714],"category_scores_gemma":[0.06261609,0.000108745735,0.0000696658,0.0017103464,0.0042048455,0.00022849596,0.00014503075,0.003112068,0.000064556756],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027679218,0.00016804817,0.0006613992,0.000011668259,0.00007192433,0.00005613142,0.9923203,0.00004030143,0.00019694578,0.0056978446,0.0004092763,0.00008939454],"study_design_scores_gemma":[0.0003297417,0.00047846572,0.00020531245,0.000095297284,0.00003823384,0.0000017597988,0.9440098,0.00006752082,0.0010003629,0.022820393,0.030778363,0.00017477236],"about_ca_topic_score_codex":0.14060174,"about_ca_topic_score_gemma":0.024777869,"teacher_disagreement_score":0.1463117,"about_ca_system_score_codex":0.00063573377,"about_ca_system_score_gemma":0.01111463,"threshold_uncertainty_score":0.99918777},"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","research_integrity"],"domain":"methods","study_design":"qualitative","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1559154035","doi":"10.11575/ajer.v58i4.55541","title":"Draw me a picture, tell me a story: Evoking memory and supporting analysis through pre-interview drawing activities","year":2012,"lang":"en","type":"article","venue":"University of Calgary","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Meaning (existential); Psychology; Visual research; Interpretation (philosophy); Qualitative research; Narrative; Presentation (obstetrics); Visual arts; Pedagogy; Sociology; Art; Linguistics; Social science","score_opus":0.22816823810820774,"score_gpt":0.4843965821569946,"score_spread":0.25622834404878686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559154035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94576496,0.0008735016,0.022827096,0.00015511032,0.00008129718,0.00019768704,0.0000037531222,0.00006124457,0.030035352],"genre_scores_gemma":[0.9935217,0.00010238961,0.004039748,0.000056230423,0.00006116034,4.837142e-7,0.000001925907,0.000007796762,0.0022085973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966821,0.0018787181,0.00013601671,0.00021480079,0.00053316436,0.00055518467],"domain_scores_gemma":[0.99864066,0.0006624935,0.00017693393,0.00018755348,0.0000715754,0.00026075842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041494565,0.00011555188,0.00036477955,0.00019473219,0.0007309884,0.000032420194,0.00027884578,0.00010769324,0.00043158012],"category_scores_gemma":[0.00052979996,0.00013019127,0.00018345763,0.0005052404,0.00071700494,0.0010119042,0.00023468892,0.00025191912,0.000003846099],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015069285,0.00025504516,0.21351437,0.00030101326,0.001496158,0.00004981092,0.73875666,0.000024050027,0.004686363,0.010470842,0.0003882505,0.029906724],"study_design_scores_gemma":[0.001712646,0.00030525192,0.2985722,0.00042609253,0.004019559,0.000004242841,0.5160989,0.0033474169,0.008511553,0.0015762829,0.16396555,0.0014603002],"about_ca_topic_score_codex":0.00243545,"about_ca_topic_score_gemma":0.0012627313,"teacher_disagreement_score":0.22265777,"about_ca_system_score_codex":0.00018169094,"about_ca_system_score_gemma":0.00019261746,"threshold_uncertainty_score":0.56222457},"labels":[],"label_agreement":null},{"id":"W1560476197","doi":"10.7202/1071413ar","title":"An exploratory study on the use of Photovoice as a method for approaching FASD prevention in the Northwest Territories","year":2020,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Photovoice; Participatory action research; Community-based participatory research; Construct (python library); Photo elicitation; Action research; Intervention (counseling); Fetal Alcohol Spectrum Disorder; Exploratory research; Public relations; Citizen journalism; Perspective (graphical); Psychology; Medical education; Sociology; Medicine; Nursing; Pedagogy; Social science; Political science; Pregnancy","score_opus":0.30631482303587604,"score_gpt":0.517611612737911,"score_spread":0.21129678970203497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560476197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96710163,0.018567044,0.0007236254,0.010613597,0.00016093109,0.002538479,0.00006197989,0.000029961202,0.00020276842],"genre_scores_gemma":[0.97960246,0.018127376,0.0009337502,0.00015873469,0.0007778308,0.00034375757,0.0000053636,0.000039052873,0.000011667127],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9914335,0.005792055,0.0009333986,0.0005897598,0.0007375709,0.0005137188],"domain_scores_gemma":[0.9909963,0.0069389446,0.0007828154,0.0006216831,0.00039717712,0.00026307115],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009014632,0.00039246716,0.0008135948,0.00018308475,0.0035451695,0.00042904675,0.0017469793,0.00008233856,0.000017318713],"category_scores_gemma":[0.0034726958,0.00021648499,0.0003922922,0.0007150442,0.0006806824,0.0012262551,0.0004718939,0.0008197542,0.0000016557268],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045788172,0.0016940427,0.019954683,0.001112447,0.00018620564,0.000005594467,0.97278214,0.00013210537,0.00004912895,0.0017794444,0.00013977541,0.0017065371],"study_design_scores_gemma":[0.0005052275,0.0035442938,0.10770794,0.0040645604,0.00023517967,0.000014110458,0.8784926,0.0005742764,0.000038560167,0.00047807954,0.0040518013,0.0002934012],"about_ca_topic_score_codex":0.0010667349,"about_ca_topic_score_gemma":0.104568966,"teacher_disagreement_score":0.10350224,"about_ca_system_score_codex":0.00011666327,"about_ca_system_score_gemma":0.0002910201,"threshold_uncertainty_score":0.9977521},"labels":[],"label_agreement":null},{"id":"W1560969898","doi":"10.56105/cjsae.v21i2.1077","title":"We’re here, you just don’t know how to reach us: A reflexive examination of research with citizens on the socio-economic margins","year":2009,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Reflexivity; Sociology; Gender studies; Political science; Social science","score_opus":0.4805476220568907,"score_gpt":0.5932949737342749,"score_spread":0.11274735167738414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560969898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93993646,0.00007975577,0.000038102397,0.05268889,0.00032773902,0.0016763117,0.00002009004,0.000004021628,0.0052286317],"genre_scores_gemma":[0.9955299,0.000066929766,0.00017714684,0.00015451296,0.00047708073,0.00012250611,0.0000014797931,0.00001290759,0.0034575274],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964721,0.001949709,0.00024138454,0.00019446107,0.00061349425,0.00052880467],"domain_scores_gemma":[0.9964796,0.0012617823,0.00019552522,0.00030991266,0.00125562,0.00049759797],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008323598,0.00010320106,0.00016991328,0.00038033474,0.0020073238,0.00016983035,0.00065023085,0.000059645903,0.000071584116],"category_scores_gemma":[0.0034224612,0.00006720417,0.00005716681,0.00051988394,0.00042101214,0.00016098337,0.00001067715,0.00039577394,0.000005881064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040477928,0.0007187447,0.00915253,0.000038584978,0.00021113906,0.000003049434,0.69732153,0.00024343908,0.00022922183,0.0496866,0.039699703,0.20229067],"study_design_scores_gemma":[0.00035877925,0.0024219295,0.11003525,0.0001727169,0.000037573725,0.0000015677782,0.8696038,0.00003293106,0.00018848867,0.0022543573,0.014787137,0.000105484905],"about_ca_topic_score_codex":0.024923803,"about_ca_topic_score_gemma":0.24866168,"teacher_disagreement_score":0.22373788,"about_ca_system_score_codex":0.0012620781,"about_ca_system_score_gemma":0.0050805276,"threshold_uncertainty_score":0.99929196},"labels":[],"label_agreement":null},{"id":"W1561130697","doi":"10.1111/j.1365-2850.2011.01853.x","title":"Participatory action research and photovoice in a psychiatric nursing/clubhouse collaboration exploring recovery narrative","year":2011,"lang":"en","type":"article","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University","funders":"","keywords":"Photovoice; Participatory action research; Narrative; Citizen journalism; Action (physics); Photo elicitation; Nursing; Sociology; Community-based participatory research; Psychology; Narrative inquiry; Mental health nursing; Medicine; Political science; Nurse education; Art; Visual arts; Anthropology","score_opus":0.7826872280479115,"score_gpt":0.6698166566225823,"score_spread":0.11287057142532919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561130697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862551,0.0060384325,0.00022280095,0.0032060493,0.0020522843,0.00053077436,0.0000023009297,0.000013922974,0.0016782975],"genre_scores_gemma":[0.9848109,0.006904851,0.007657833,0.00007337306,0.00046705644,0.000022567412,4.2080913e-7,0.000018172654,0.0000448186],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9948625,0.0026362084,0.0006958874,0.00025068579,0.00083869655,0.0007160159],"domain_scores_gemma":[0.9984295,0.00025328083,0.00033379818,0.00009730002,0.0002587352,0.0006273962],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009756866,0.00012765091,0.0003055273,0.00096449855,0.0013062184,0.00008144826,0.00012615652,0.00009999138,0.000018051544],"category_scores_gemma":[0.00029223392,0.00012668583,0.000040885505,0.0016111471,0.00052802457,0.0011716203,0.000014269452,0.000641133,0.0000014600786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026628068,0.001913182,0.02903141,0.00015007575,0.000026973581,0.000012681052,0.71450883,0.0000028032755,0.0005430425,0.0026500858,0.0034823394,0.24501574],"study_design_scores_gemma":[0.0024617533,0.0060396846,0.08583928,0.0013816083,0.000032429063,0.000058056296,0.8791847,0.00015294709,0.00044547333,0.020455878,0.0036007585,0.00034738443],"about_ca_topic_score_codex":0.0006486694,"about_ca_topic_score_gemma":0.0009449337,"teacher_disagreement_score":0.24466835,"about_ca_system_score_codex":0.0013707844,"about_ca_system_score_gemma":0.0014044029,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W1568059698","doi":"","title":"Seduction and Enlightenment in Feminist Action Research (1)","year":2000,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Participatory action research; Sociology; Action research; Feminism; Gender studies; Ideology; Negotiation; Power (physics); Social research; Action (physics); Public relations; Social science; Law; Political science; Politics","score_opus":0.7858020742743842,"score_gpt":0.7090182519595722,"score_spread":0.07678382231481196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568059698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84774643,0.00040373157,0.000007094898,0.002081939,0.000077501296,0.0013962389,0.000014203552,0.000047131154,0.14822572],"genre_scores_gemma":[0.967807,0.00084475527,0.0007566721,0.000038177215,0.0006890605,0.0008598812,0.000004076856,0.000037355636,0.028963028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98720235,0.0063806735,0.0004332836,0.00079334236,0.0031208359,0.0020695038],"domain_scores_gemma":[0.99394333,0.0045388355,0.000041752246,0.00044073173,0.00038934773,0.0006460152],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.049567964,0.00016078602,0.0002783558,0.0008689098,0.0029367448,0.0005430377,0.00063059095,0.00029026865,0.00093441794],"category_scores_gemma":[0.0042185383,0.00016185314,0.000072063805,0.002011954,0.0031043908,0.00021657378,0.0001704331,0.0012023539,0.00019620289],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026655328,0.0010528007,0.024084387,0.00032762406,0.000055400043,0.000079385805,0.16964415,0.000015400501,0.007483103,0.031539258,0.0157968,0.74725616],"study_design_scores_gemma":[0.0005173802,0.0004753356,0.0034897996,0.000076433214,0.0000032316,0.000004636675,0.045677755,0.0002705271,0.0015000385,0.0045133466,0.94330317,0.00016833674],"about_ca_topic_score_codex":0.004519297,"about_ca_topic_score_gemma":0.002083871,"teacher_disagreement_score":0.9275064,"about_ca_system_score_codex":0.0009602717,"about_ca_system_score_gemma":0.00065836945,"threshold_uncertainty_score":0.99997884},"labels":[],"label_agreement":null},{"id":"W1568887502","doi":"10.1177/160940691000900108","title":"Life Challenge Memory Work: Using Collaborative Autobiography to Understand Ourselves","year":2010,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Biography; Inscribed figure; Memory work; Collective memory; Identity (music); Negotiation; Agency (philosophy); Autobiographical memory; Sociology; Value (mathematics); Point (geometry); Work (physics); Psychology; Social psychology; Aesthetics; Computer science; History; Cognitive psychology; Epistemology; Engineering; Art; Social science; Political science","score_opus":0.93751003362713,"score_gpt":0.7935197605924126,"score_spread":0.14399027303471745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568887502","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43432748,0.00057548785,0.5288878,0.019852338,0.0053850394,0.00040400028,0.000034445122,0.000035502057,0.010497859],"genre_scores_gemma":[0.32707322,0.00006219493,0.6711012,0.0005505219,0.0009772107,0.0000065755603,5.2884377e-7,0.000021603842,0.00020696351],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9802408,0.016578129,0.00074878405,0.00024316994,0.0017398403,0.00044927295],"domain_scores_gemma":[0.98773277,0.0068409485,0.0006597805,0.00015455107,0.0036151288,0.0009968159],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.044616465,0.00018084019,0.00042250188,0.0009316231,0.0003111281,0.00021629501,0.00095102953,0.00014090259,0.00040334233],"category_scores_gemma":[0.042141322,0.00016336986,0.00024367063,0.0012225822,0.0009249593,0.00061774853,0.00011551089,0.0005796592,0.000011335524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006905175,0.00034629295,0.00041020804,0.000008272088,0.0009586769,0.000056108314,0.8190271,0.0001258214,0.028044602,0.10785061,0.0019624871,0.040519264],"study_design_scores_gemma":[0.0014551012,0.0005987238,0.0015620091,0.00020698548,0.000098323595,0.000007843885,0.8232165,0.0001317058,0.009109858,0.07578176,0.08723451,0.00059667474],"about_ca_topic_score_codex":0.00013797023,"about_ca_topic_score_gemma":0.00015907297,"teacher_disagreement_score":0.14221336,"about_ca_system_score_codex":0.00028456832,"about_ca_system_score_gemma":0.0019720695,"threshold_uncertainty_score":0.9837684},"labels":[],"label_agreement":null},{"id":"W1572483052","doi":"10.1353/mos.2011.a440539","title":"Re-Covering the Scarred Body: Textual and Photographic Narratives of Breast Cancer","year":2011,"lang":"en","type":"article","venue":"Mosaic","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Representation (politics); Breast cancer; Reading (process); Visual arts; Aesthetics; History; Art; Literature; Cancer; Medicine; Linguistics; Philosophy; Political science; Internal medicine","score_opus":0.38674984409305463,"score_gpt":0.534097519323548,"score_spread":0.14734767523049336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572483052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893913,0.0004043318,0.00005033642,0.00035542305,0.000070790375,0.0001880972,0.000023930803,0.000022361732,0.009493428],"genre_scores_gemma":[0.99937594,0.000108031636,0.00018276698,0.000045013498,0.00005710839,0.000045620145,2.70123e-7,0.00000673583,0.00017851096],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984466,0.00067427795,0.00012220287,0.00014622007,0.0003245343,0.00028620087],"domain_scores_gemma":[0.99947685,0.00014040033,0.000060094382,0.00014127513,0.00006909052,0.00011231031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016069614,0.00006802054,0.00011999278,0.000049749076,0.00031016683,0.000025649922,0.00021620328,0.00004414081,0.00047301067],"category_scores_gemma":[0.00020621513,0.000048394297,0.000037471906,0.00035795794,0.001019033,0.00014613605,0.000062419014,0.000110655084,0.0000028792033],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021586042,0.00015514295,0.4042231,0.00005057764,0.0001541114,0.000007694262,0.5132706,0.000002554621,0.046032514,0.01274858,0.0013247309,0.021814499],"study_design_scores_gemma":[0.00050403207,0.00014509237,0.8433049,0.00011064336,0.000034698078,0.0000013277335,0.12225209,0.0002006805,0.014991683,0.005849657,0.012301854,0.00030334402],"about_ca_topic_score_codex":0.008592567,"about_ca_topic_score_gemma":0.005425059,"teacher_disagreement_score":0.4390818,"about_ca_system_score_codex":0.000025111629,"about_ca_system_score_gemma":0.000149476,"threshold_uncertainty_score":0.9980093},"labels":[],"label_agreement":null},{"id":"W1574765559","doi":"10.15210/interfaces.v11i1.7170","title":"Mulheres mohawk entre dois mundos: como pertencer ao clube com regras imperiais no século XXI?","year":2012,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mohawk; Humanities; Political science; Art; Ethnology; Sociology; Geography; Philosophy","score_opus":0.15459849008859902,"score_gpt":0.4169873847131261,"score_spread":0.2623888946245271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574765559","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4174549,0.015054652,0.004647443,0.0650505,0.018435225,0.005722325,0.0008115341,0.0021999052,0.47062352],"genre_scores_gemma":[0.98408014,0.0015506577,0.002158918,0.0005914392,0.0036029192,0.0006174408,0.00013924866,0.00018119549,0.0070780464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9814458,0.0068868883,0.0018628559,0.0017221005,0.0038691328,0.004213244],"domain_scores_gemma":[0.98978305,0.0021273345,0.0010228773,0.0016405887,0.0017900174,0.0036361625],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0068807187,0.0013315504,0.0015444913,0.00078011444,0.0040719598,0.0011128187,0.0024800668,0.0017228692,0.0017451332],"category_scores_gemma":[0.0074964487,0.0012889848,0.00090225454,0.002325057,0.00039579254,0.0024438668,0.001129385,0.0022666014,0.0006944242],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010766158,0.0044925543,0.017623866,0.00052890275,0.0010890472,0.00034203063,0.063690975,0.000040388666,0.007730734,0.87102485,0.026454601,0.0059054126],"study_design_scores_gemma":[0.0018589296,0.00024755736,0.011503887,0.0004250263,0.00029547227,0.00024047904,0.011093977,0.0011475314,0.0013406047,0.0002533171,0.97015923,0.0014339732],"about_ca_topic_score_codex":0.000087704895,"about_ca_topic_score_gemma":0.0015139339,"teacher_disagreement_score":0.94370466,"about_ca_system_score_codex":0.0028897603,"about_ca_system_score_gemma":0.0027831641,"threshold_uncertainty_score":0.99994355},"labels":[],"label_agreement":null},{"id":"W1578101376","doi":"10.1177/160940691501400109","title":"First Nations, Inuit, and Métis Women's Experiences of Cancer Survivorship: Protocol for the National Picture Project","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"First Nations Health and Social Secretariat of Manitoba; University of New Brunswick; University of Saskatchewan; University of Ottawa","funders":"","keywords":"Photovoice; Journaling file system; General partnership; Spirituality; Nursing; Psychology; Medicine; Medical education; Public relations; Political science; Alternative medicine; Economic growth","score_opus":0.9234367586740295,"score_gpt":0.8013097925874172,"score_spread":0.12212696608661233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578101376","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.283084,0.0011636725,0.6002998,0.028334731,0.004989352,0.07615866,0.00039850813,0.00006150977,0.0055097574],"genre_scores_gemma":[0.3508912,0.00009636539,0.38631618,0.000464063,0.0018378097,0.25882426,0.0000011332322,0.000034082772,0.0015349278],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98960775,0.00752556,0.0006249975,0.00014445573,0.0018387595,0.00025850532],"domain_scores_gemma":[0.9764322,0.017907593,0.0007387523,0.00005365752,0.004709003,0.0001587867],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049183033,0.00011007906,0.00024702828,0.00033846623,0.00030322783,0.00010713497,0.00064770237,0.00006650271,0.00012753982],"category_scores_gemma":[0.055048678,0.000072444935,0.00009533362,0.00041182488,0.00088085857,0.00045105422,0.00007822365,0.00019173538,3.3025762e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049762527,0.00009105333,0.00043282038,0.00003073751,0.00023985282,9.028767e-7,0.9607992,0.000065237,0.00009682096,0.028063668,0.00082804495,0.008854011],"study_design_scores_gemma":[0.0012850825,0.0003821702,0.0005579341,0.00012686508,0.000014080157,0.0000030688295,0.7863597,0.00041541387,0.0012606517,0.03674005,0.17272255,0.00013242128],"about_ca_topic_score_codex":0.0007097783,"about_ca_topic_score_gemma":0.001881886,"teacher_disagreement_score":0.21398363,"about_ca_system_score_codex":0.0005940589,"about_ca_system_score_gemma":0.0022114574,"threshold_uncertainty_score":0.97906613},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"protocol","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"protocol","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W1582991822","doi":"","title":"Time Line Drawings: Enhancing Participant Voice in Sensitive-Topic Narrative Interviews","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods - ARCHIVE","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Line drawings; Narrative; Participant observation; Visual arts; Line (geometry); Psychology; Space (punctuation); Computer science; Communication; Art; Sociology; Literature; Engineering drawing","score_opus":0.7492917064882247,"score_gpt":0.7307716161125413,"score_spread":0.018520090375683473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582991822","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.474238,0.0003595819,0.50672805,0.010557385,0.0009165988,0.00041330978,0.000025867263,0.000030114614,0.006731094],"genre_scores_gemma":[0.661105,0.000106169384,0.33642077,0.0010035352,0.00072763534,0.000013378566,0.0000037871912,0.000017019927,0.00060273963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9610217,0.035269096,0.0014415737,0.0003107328,0.0013560018,0.0006008489],"domain_scores_gemma":[0.9855622,0.011733556,0.0009115847,0.0001428416,0.0012805905,0.00036919359],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04184942,0.00022717794,0.00069006835,0.00073583145,0.0001928099,0.000118029886,0.0007960049,0.000082369734,0.00019603879],"category_scores_gemma":[0.032301493,0.00020061193,0.00028915962,0.00047476357,0.00075955206,0.0007468899,0.00011089408,0.00080965,0.0000469048],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004053487,0.0002752525,0.00003507035,0.000005597893,0.00020679257,0.0001751812,0.87772816,0.00009227814,0.06186372,0.010589848,0.00015524348,0.048467524],"study_design_scores_gemma":[0.0023702728,0.0020364355,0.005258372,0.0012705018,0.00009097103,0.000039130184,0.61724406,0.0026714064,0.051516008,0.2974238,0.019395895,0.000683116],"about_ca_topic_score_codex":0.00024102234,"about_ca_topic_score_gemma":0.00041277858,"teacher_disagreement_score":0.28683397,"about_ca_system_score_codex":0.00046906038,"about_ca_system_score_gemma":0.0006716294,"threshold_uncertainty_score":0.9866177},"labels":[],"label_agreement":null},{"id":"W1583200062","doi":"10.52634/mier/2015/v5/i1/1503","title":"Understanding the Contribution of Visual Methods to Early Childhood Research: A Cross-Cultural Investigation","year":2021,"lang":"en","type":"article","venue":"MIER Journal of Educational Studies Trends & Practices","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Reflexivity; Positivism; Early childhood; Ideology; Politics; Epistemology; Sociology; Empirical research; Early childhood education; Phenomenon; Psychology; Social science; Pedagogy; Political science; Developmental psychology; Law","score_opus":0.8634978760278347,"score_gpt":0.7502184655825571,"score_spread":0.11327941044527756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583200062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9294806,0.0049093254,0.00055677094,0.061700895,0.0007070208,0.0001208123,0.0000036046163,0.0000043116706,0.002516623],"genre_scores_gemma":[0.98729885,0.00045031612,0.010473867,0.00015290783,0.0008878838,0.000025322732,0.00000220129,0.000008110695,0.0007005383],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98805654,0.008928701,0.0006455803,0.00020571264,0.0017192217,0.0004442603],"domain_scores_gemma":[0.9740333,0.018135121,0.0012077726,0.00014413311,0.0061821374,0.00029754298],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.026035804,0.000112706664,0.00030347568,0.00030913632,0.0016844351,0.00037494992,0.00037245138,0.00006831649,0.00026709397],"category_scores_gemma":[0.14910735,0.00007960179,0.00013414068,0.0020443168,0.0014879057,0.0015060244,0.00014742615,0.00059399783,0.000007266089],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047189888,0.0013865322,0.2242715,0.00003843859,0.002234105,0.000016285174,0.44824538,0.00011785286,0.018397117,0.26904407,0.012208019,0.023568796],"study_design_scores_gemma":[0.00064582314,0.00061059115,0.65959185,0.0002179301,0.0001896164,0.000024157025,0.23169295,0.000013393665,0.008898267,0.05305379,0.044845823,0.00021579876],"about_ca_topic_score_codex":0.00021548154,"about_ca_topic_score_gemma":0.0005644526,"teacher_disagreement_score":0.43532035,"about_ca_system_score_codex":0.0008537877,"about_ca_system_score_gemma":0.0022315797,"threshold_uncertainty_score":0.99961525},"labels":[],"label_agreement":null},{"id":"W1583651670","doi":"10.17169/fqs-16.2.2288","title":"Immersion, Embodiment, and Imagination: Moving Beyond an Aesthetic of Objectivity in Research-Informed Performance in Health","year":2014,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Performative utterance; Humanities; Art; Art history; Aesthetics","score_opus":0.6677425296434875,"score_gpt":0.695648637935054,"score_spread":0.02790610829156659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583651670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96676844,0.00019850419,0.00039953337,0.009399885,0.000053741085,0.00109891,0.000018055332,0.000026624411,0.022036327],"genre_scores_gemma":[0.9977642,0.0003442264,0.0008943185,0.000054601915,0.00005211202,0.00003597854,0.000011037643,0.000022370243,0.00082110974],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96094805,0.032801975,0.0006048361,0.00062148186,0.003000168,0.0020234787],"domain_scores_gemma":[0.99173135,0.0058442676,0.00021267359,0.00028398258,0.0013408497,0.00058685296],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.07973987,0.00019103035,0.00052272156,0.0018838085,0.0021809223,0.000107660686,0.00071612577,0.0002067393,0.000075983226],"category_scores_gemma":[0.006716159,0.00021762348,0.000072016584,0.0034493797,0.0046936655,0.002982405,0.00044179457,0.0014569105,0.000021014068],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038050066,0.0003702884,0.011230945,0.00018201006,0.000015137942,0.000007400078,0.59467757,0.000018554865,0.00022336695,0.35174388,0.00034833146,0.04080202],"study_design_scores_gemma":[0.0019811573,0.0015314793,0.02514052,0.00022595594,0.0000031321267,4.1795084e-7,0.90267897,0.00225886,0.00026460135,0.05846584,0.0071459655,0.0003031038],"about_ca_topic_score_codex":0.016755408,"about_ca_topic_score_gemma":0.015162865,"teacher_disagreement_score":0.3080014,"about_ca_system_score_codex":0.0025942333,"about_ca_system_score_gemma":0.003052713,"threshold_uncertainty_score":0.9991181},"labels":[],"label_agreement":null},{"id":"W1584918910","doi":"","title":"Through the looking glass: A qualitative study of film in First Nations communities","year":2012,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Qualitative research; Sociology; Social science","score_opus":0.49571222226331996,"score_gpt":0.5529178833684392,"score_spread":0.05720566110511921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584918910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7516896,0.00021440786,0.000325485,0.00031934533,0.00011505911,0.00043067563,0.00001060274,0.000034177505,0.24686067],"genre_scores_gemma":[0.9978976,0.000005549189,0.000039769187,0.0000019311135,0.000043460088,0.000011009361,0.000001950736,0.000009019492,0.001989662],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98850536,0.010317039,0.00021351813,0.00011094737,0.00035171257,0.00050144753],"domain_scores_gemma":[0.99085087,0.008314899,0.000106609776,0.00035617614,0.00026397695,0.00010749335],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003960269,0.00011850471,0.00024110662,0.0004372685,0.0018699261,0.000031772706,0.0008601479,0.000075889475,0.000093507646],"category_scores_gemma":[0.0014043013,0.00011044445,0.00006771889,0.002401313,0.0010419093,0.0006792866,0.00037007246,0.00037193066,0.000026814274],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015337964,0.0010848334,0.07750548,0.000013509927,0.000033934248,0.0000018900828,0.7589078,0.000012713258,0.0000033160718,0.16207176,0.00019579685,0.00015362003],"study_design_scores_gemma":[0.0005328382,0.00009800938,0.02364063,0.00006726424,0.000026843913,1.2892596e-7,0.81725955,0.000025290996,0.000018887056,0.0002698802,0.15794687,0.00011382754],"about_ca_topic_score_codex":0.01301541,"about_ca_topic_score_gemma":0.9553578,"teacher_disagreement_score":0.9423424,"about_ca_system_score_codex":0.00040082555,"about_ca_system_score_gemma":0.00027677845,"threshold_uncertainty_score":0.9994295},"labels":[],"label_agreement":null},{"id":"W1588264760","doi":"10.5565/rev/periferia.190","title":"A través de sus ojos. Etnografía visual en un centro educativo de la periferia urbana","year":2009,"lang":"ca","type":"article","venue":"Perifèria Revista d investigació i formació en Antropologia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Humanities; Art","score_opus":0.11555301907681745,"score_gpt":0.5546668537094959,"score_spread":0.4391138346326784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588264760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683024,0.0062035215,0.0022126425,0.007591259,0.0008476274,0.0018860063,0.00016627464,0.00056445395,0.012225797],"genre_scores_gemma":[0.9721865,0.004457691,0.01675202,0.002524953,0.002011908,0.000169467,0.000058099704,0.00013415868,0.0017051835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9676137,0.022402037,0.0017613544,0.001570592,0.0017507571,0.0049015526],"domain_scores_gemma":[0.99110293,0.0030892137,0.00076796423,0.0011421597,0.00039720506,0.0035005473],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.018541422,0.0013758863,0.0018517219,0.00061608833,0.0023314331,0.0019690488,0.002599456,0.001559094,0.003351589],"category_scores_gemma":[0.019360911,0.0013571902,0.0008553185,0.0022986832,0.006587383,0.0012538931,0.00039862972,0.0029413123,0.00038567506],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019426595,0.0035899729,0.06096786,0.00090246234,0.000904076,0.0010859199,0.16685298,0.00005075403,0.11423459,0.53112423,0.026291734,0.09205276],"study_design_scores_gemma":[0.006963507,0.0065430403,0.15920302,0.0009722633,0.0015332915,0.0006866387,0.067000166,0.010867782,0.026679883,0.02521759,0.68835664,0.005976172],"about_ca_topic_score_codex":0.0016733438,"about_ca_topic_score_gemma":0.00005779965,"teacher_disagreement_score":0.6620649,"about_ca_system_score_codex":0.0034273542,"about_ca_system_score_gemma":0.00742651,"threshold_uncertainty_score":0.99989915},"labels":[],"label_agreement":null},{"id":"W1590594782","doi":"","title":"‘POST CODE WAR’: Representations of Locality and Landscapes of Danger, Belonging and Understanding","year":2014,"lang":"en","type":"article","venue":"Postcolonial text","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Situated; Locality; Context (archaeology); The arts; Relation (database); Sociology; Social reality; Code (set theory); Facilitation; Aesthetics; Visual arts; Political science; Social science; History; Art; Law; Computer science; Linguistics; Archaeology","score_opus":0.2796529342268301,"score_gpt":0.5414900982507522,"score_spread":0.26183716402392215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590594782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98955244,0.00015978272,0.004202205,0.0014351931,0.00005477394,0.00018213215,0.00002157533,0.000014980982,0.0043769],"genre_scores_gemma":[0.99866176,0.00007712994,0.0010970911,0.000028524246,0.00004600957,0.0000062135914,0.0000014067288,0.000005463922,0.0000764338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833804,0.000756325,0.00020054835,0.00016441211,0.00030688063,0.00023379634],"domain_scores_gemma":[0.9981171,0.0014257098,0.000099688645,0.00011502824,0.000101976024,0.00014048626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026273378,0.00006082356,0.00018934842,0.000080377395,0.00027677073,0.000021608048,0.00009999903,0.000059880946,0.000041159183],"category_scores_gemma":[0.0032897403,0.00005916914,0.000025947546,0.00019381079,0.0006309794,0.00013804097,0.00008616951,0.000080716665,0.0000015312492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026886567,0.00020873548,0.53100365,0.00025179127,0.00010514752,0.000004739948,0.086533695,0.000037741862,0.047744527,0.3054297,0.00024130965,0.02817005],"study_design_scores_gemma":[0.0040359697,0.0016035716,0.77389264,0.00041641647,0.000254935,0.0000067534424,0.067007214,0.013560958,0.041278664,0.08046652,0.016518665,0.0009576837],"about_ca_topic_score_codex":0.0019375734,"about_ca_topic_score_gemma":0.003993332,"teacher_disagreement_score":0.24288897,"about_ca_system_score_codex":0.00004579932,"about_ca_system_score_gemma":0.000078381,"threshold_uncertainty_score":0.3938364},"labels":[],"label_agreement":null},{"id":"W1590666293","doi":"10.1177/160940691101000205","title":"Embracing the Creative: The Role of Photo Novella in Qualitative Nursing Research","year":2011,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"","keywords":"Novella; Spirituality; Qualitative research; Nursing research; Psychology; Nursing; Perception; Medicine; Sociology; Alternative medicine; Computer science; Social science","score_opus":0.9616515976418903,"score_gpt":0.8348739785671051,"score_spread":0.12677761907478524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590666293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4562411,0.0028109774,0.089905955,0.0053936713,0.0014262018,0.00084049674,0.000028254042,0.000013986019,0.44333935],"genre_scores_gemma":[0.8959686,0.00007444101,0.10321719,0.000072763025,0.00027928944,0.000026432586,3.062732e-7,0.000015683934,0.0003452486],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8709634,0.124321945,0.0011628864,0.00021499312,0.00280453,0.00053224823],"domain_scores_gemma":[0.9564159,0.03848403,0.00083948456,0.00020527738,0.0039013945,0.00015393009],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.20120826,0.00013373507,0.00036620302,0.0005792736,0.00036311094,0.00007820713,0.0016851998,0.00008464911,0.0002563274],"category_scores_gemma":[0.049785778,0.00008085808,0.00020014898,0.0010532629,0.0035751068,0.00047270348,0.00012990372,0.0010695766,0.0000067594688],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004319402,0.00018343287,0.000100640274,0.0000026672747,0.00011884436,0.000006035198,0.70337814,0.0000061825267,0.0080151735,0.25527102,0.000056217406,0.032429684],"study_design_scores_gemma":[0.00022504803,0.00013760175,0.0013387529,0.00018438611,0.000009184355,0.000002629251,0.5893714,0.00005336187,0.023831883,0.38274202,0.002044888,0.000058877446],"about_ca_topic_score_codex":0.003421432,"about_ca_topic_score_gemma":0.00022531468,"teacher_disagreement_score":0.4429941,"about_ca_system_score_codex":0.0006003047,"about_ca_system_score_gemma":0.00090044923,"threshold_uncertainty_score":0.99913657},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1592534962","doi":"10.1155/2015/903025","title":"Using Photovoice as a Community Based Participatory Research Tool for Changing Water, Sanitation, and Hygiene Behaviours in Usoma, Kenya","year":2015,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health; University of Waterloo","funders":"","keywords":"Photovoice; Sanitation; Participatory action research; Community-based participatory research; Community health; Hygiene; Government (linguistics); Sociology; Environmental health; Public health; Public relations; Medicine; Nursing; Political science; Economic growth","score_opus":0.9309453764608066,"score_gpt":0.7266976821339773,"score_spread":0.2042476943268292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592534962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937637,0.0000669249,0.00088942965,0.002122891,0.00044201163,0.0011340366,0.000050191113,0.00003869348,0.0014921261],"genre_scores_gemma":[0.99429804,0.00001096493,0.0038919353,0.000076756136,0.0003398314,0.00062128913,0.000049737337,0.00002887822,0.0006825634],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9824345,0.011653739,0.00038902194,0.0003815128,0.00329594,0.0018452775],"domain_scores_gemma":[0.99196106,0.004005739,0.000048440266,0.00031258955,0.0030360133,0.00063618226],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0943659,0.00013118432,0.00019612953,0.0022795391,0.0017739654,0.00039849107,0.00087152456,0.00016752476,0.00011471865],"category_scores_gemma":[0.02290612,0.0001233701,0.000051391995,0.0014397876,0.001878272,0.00053900556,0.00054747943,0.00094160653,0.000038190617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004045157,0.0048673362,0.1727218,0.00036583268,0.00024426857,0.00026638698,0.33189145,0.00032354757,0.40729642,0.048713688,0.0077205505,0.021543566],"study_design_scores_gemma":[0.01520936,0.0029163887,0.04017923,0.0010920936,0.000045655324,0.000014057367,0.22246286,0.10617083,0.22271007,0.0817342,0.30568072,0.0017845185],"about_ca_topic_score_codex":0.015190948,"about_ca_topic_score_gemma":0.0026381852,"teacher_disagreement_score":0.29796016,"about_ca_system_score_codex":0.0016273913,"about_ca_system_score_gemma":0.0017567931,"threshold_uncertainty_score":0.9995256},"labels":[],"label_agreement":null},{"id":"W1595713038","doi":"10.1177/160940691401300107","title":"“I Just Don't Think There's any other Image that Tells the Story like [This] Picture Does”: Researcher and Participant Reflections on the Use of Participant-Employed Photography in Social Research","year":2014,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Thompson Rivers University","funders":"","keywords":"Photovoice; Photography; Participant observation; Photo elicitation; Visual research; Qualitative research; Embodied cognition; Citizen journalism; Participatory action research; Psychology; Inclusion (mineral); Visual arts; Sociology; Social psychology; Computer science; Social science; Art; World Wide Web; Artificial intelligence","score_opus":0.9745124087600232,"score_gpt":0.7878577485065686,"score_spread":0.18665466025345456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595713038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93624234,0.0003271859,0.016875176,0.04132131,0.0008345702,0.0008749566,0.000050432776,0.000022377988,0.0034516242],"genre_scores_gemma":[0.971291,0.00017804345,0.025860608,0.0009839092,0.0005915823,0.000085126536,5.73991e-7,0.00003770553,0.0009714212],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8752336,0.119872145,0.00081208575,0.00031197007,0.0030102558,0.0007599263],"domain_scores_gemma":[0.9441793,0.052629188,0.00059449027,0.00030390057,0.002047518,0.00024562635],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1524879,0.0002012006,0.0004771459,0.0007107304,0.00093538564,0.00032111647,0.0011806338,0.00016740292,0.0005286693],"category_scores_gemma":[0.0409236,0.00010563574,0.0002573753,0.000967481,0.0042763576,0.00052413746,0.00021383844,0.0020762575,0.000006535789],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001226609,0.00048521417,0.0025205738,0.000022754019,0.00069592084,0.000017697359,0.86890495,0.000024736804,0.025804374,0.08788738,0.0058061113,0.0066037034],"study_design_scores_gemma":[0.001567358,0.0010514429,0.0356675,0.000416864,0.00012996864,0.000004749793,0.5717058,0.00037610807,0.014555548,0.11275283,0.26135558,0.00041620797],"about_ca_topic_score_codex":0.0016764464,"about_ca_topic_score_gemma":0.001477787,"teacher_disagreement_score":0.2971991,"about_ca_system_score_codex":0.00025008898,"about_ca_system_score_gemma":0.0004894306,"threshold_uncertainty_score":0.9984334},"labels":[],"label_agreement":null},{"id":"W1596606100","doi":"10.1177/160940690800700103","title":"Easier Said than Done: Writing an Autoethnography","year":2008,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":646,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoethnography; Sociology; Pedagogy; Psychology; Engineering ethics; Gender studies; Engineering","score_opus":0.9490514399970871,"score_gpt":0.8031725299992267,"score_spread":0.14587890999786035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596606100","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.601612,0.00045113455,0.3827935,0.002475424,0.0014113067,0.00012933687,0.000013258098,0.000040393465,0.011073671],"genre_scores_gemma":[0.46150255,0.00015707182,0.53678316,0.00025519557,0.0009208339,0.000007841125,0.0000013981327,0.000017641627,0.0003543218],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96269196,0.033560786,0.00090536993,0.00021990507,0.0021684798,0.0004535062],"domain_scores_gemma":[0.9901158,0.0061208154,0.00067806063,0.00015136665,0.0024351177,0.0004988373],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.057691574,0.00015494389,0.00036628474,0.00064207445,0.00046437437,0.00011131793,0.0010794759,0.00010787857,0.0003310139],"category_scores_gemma":[0.016433127,0.00014071155,0.0003162631,0.000553103,0.0013280631,0.0012292122,0.000082511935,0.00056477153,0.000013947438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004551397,0.0005554319,0.0112371715,0.000009500457,0.00065759115,0.00033713234,0.75783986,0.00003764697,0.01473995,0.0872308,0.0008044665,0.1260953],"study_design_scores_gemma":[0.0034009786,0.0017569629,0.080389336,0.00035806996,0.00011081905,0.00026913392,0.54051846,0.00052189286,0.024002336,0.1739141,0.17361529,0.0011426379],"about_ca_topic_score_codex":0.00044503468,"about_ca_topic_score_gemma":0.000062224135,"teacher_disagreement_score":0.21732143,"about_ca_system_score_codex":0.00028291243,"about_ca_system_score_gemma":0.00068545446,"threshold_uncertainty_score":0.99185187},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1601215841","doi":"10.1177/160940690800700203","title":"Fotonovela as a Research Tool in Image-Based Participatory Research with Immigrant Children","year":2008,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Alberta","funders":"","keywords":"Embodied cognition; Narrative; Context (archaeology); Representation (politics); Citizen journalism; Participatory action research; Psychology; Computer science; Sociology; Linguistics; Artificial intelligence; World Wide Web; History","score_opus":0.9715813971545498,"score_gpt":0.8265607370436283,"score_spread":0.14502066011092152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601215841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9456024,0.00032844135,0.044907887,0.0044311867,0.00024873746,0.00052818167,0.000012056512,0.000016395248,0.0039246976],"genre_scores_gemma":[0.7582252,0.00010005766,0.24061581,0.00014041924,0.0003744715,0.00009779438,0.0000015485475,0.000029405363,0.00041529417],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8811064,0.108817086,0.0012229377,0.00044623401,0.007151749,0.0012556225],"domain_scores_gemma":[0.9671083,0.02420137,0.00037896016,0.00027179392,0.007649736,0.000389828],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.22053374,0.00018625386,0.0004937539,0.0020929615,0.0006362478,0.00017124276,0.0015347071,0.00014427729,0.00038688642],"category_scores_gemma":[0.060860254,0.00015239367,0.00018160198,0.0019364231,0.004592067,0.0007998696,0.00016439149,0.002042985,0.00006628864],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059460355,0.0021805863,0.03986876,0.000027422233,0.0007013249,0.0020329861,0.8040507,0.00017505584,0.022597041,0.09228413,0.0020488075,0.028087167],"study_design_scores_gemma":[0.013520439,0.0070809363,0.19609429,0.0015577371,0.00006226489,0.00031983102,0.44415197,0.00096835266,0.10208116,0.18526682,0.0474006,0.0014955841],"about_ca_topic_score_codex":0.0058667194,"about_ca_topic_score_gemma":0.00059909583,"teacher_disagreement_score":0.35989872,"about_ca_system_score_codex":0.0014088947,"about_ca_system_score_gemma":0.0056109335,"threshold_uncertainty_score":0.99811685},"labels":[],"label_agreement":null},{"id":"W1601573471","doi":"10.21606/eksig2009.102","title":"The power of visual approaches in qualitative inquiry: The use of collage making and concept mapping in experiential research","year":2009,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":211,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Experiential learning; Variety (cybernetics); Visual research; Qualitative research; Process (computing); Computer science; Visual methods; Engineering ethics; Sociology; Psychology; Epistemology; Mathematics education; Cognitive science; Social science; Visual arts; Artificial intelligence","score_opus":0.9142316984324725,"score_gpt":0.7189646255698598,"score_spread":0.1952670728626127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601573471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99524015,0.00018746905,0.0004466474,0.00085622317,0.00003653163,0.00052944326,0.0000012100014,0.000005421921,0.0026968885],"genre_scores_gemma":[0.9988039,0.000022963233,0.00091573154,0.000030756106,0.000022144084,0.00003392631,1.6096742e-7,0.0000040528744,0.00016633862],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9868771,0.011110794,0.00037659367,0.00019587477,0.0009323281,0.0005073304],"domain_scores_gemma":[0.99247366,0.007067334,0.000084267675,0.00016007491,0.00015663308,0.0000580549],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02107825,0.0000685325,0.00018860809,0.00017890488,0.00033746788,0.00009503907,0.0002960981,0.00007087879,0.000031741485],"category_scores_gemma":[0.009043645,0.000042446787,0.00002879662,0.0012198932,0.00339757,0.00025264852,0.00013599881,0.00025733546,5.7109736e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008700754,0.000104159175,0.0031733897,0.0000041472276,0.0000062673003,0.0000020292484,0.8995196,0.000011988685,0.0015649612,0.09119436,0.00009871441,0.004233353],"study_design_scores_gemma":[0.0002739093,0.0001604028,0.023531318,0.000049109134,8.679266e-7,7.5923005e-8,0.9683501,0.00069695804,0.0021293962,0.0026149056,0.0021273908,0.00006554071],"about_ca_topic_score_codex":0.001202875,"about_ca_topic_score_gemma":0.001726703,"teacher_disagreement_score":0.08857946,"about_ca_system_score_codex":0.000090252,"about_ca_system_score_gemma":0.00025753689,"threshold_uncertainty_score":0.9993146},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1602272696","doi":"","title":"Cultural Codes as Catalysts for Collective Conscientisation in Environmental Adult Education: Mr. Floatie, Tree Squatting and Save-Our-Surfers.","year":2012,"lang":"en","type":"article","venue":"Australian Journal of Adult Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Sociology; Ideology; Government (linguistics); Collective action; Social movement; Action (physics); Politics; Political science; Law","score_opus":0.23765897041137937,"score_gpt":0.5407839491038925,"score_spread":0.3031249786925131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602272696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99689454,0.000101119076,0.00007375154,0.0012793674,0.00032334513,0.0003081884,0.0000032420844,0.000007904141,0.0010085319],"genre_scores_gemma":[0.9935897,0.00004133602,0.00296392,0.000049123562,0.00037023518,0.000020915953,0.000004727718,0.000011261537,0.0029487964],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9972795,0.001069341,0.0004320291,0.00015417676,0.0005375084,0.0005274379],"domain_scores_gemma":[0.9984609,0.00040463934,0.00042268483,0.000056317273,0.0002650159,0.00039045408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031119946,0.00012137565,0.00023015057,0.00017986924,0.0005731934,0.0001336904,0.00014920563,0.00009340736,0.000029375395],"category_scores_gemma":[0.0056106076,0.000115122624,0.00007766648,0.00029748285,0.00026369674,0.0010494175,0.000023818679,0.0004075593,0.000010036785],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016285364,0.00020557267,0.84149855,0.00003330555,0.000055824305,0.0000046089426,0.12075346,0.00005428651,0.009490291,0.0015595927,0.0011043315,0.02507735],"study_design_scores_gemma":[0.002578426,0.0008421986,0.3997768,0.00046248414,0.00011310657,0.00007248641,0.558631,0.0001678166,0.029261675,0.00077995914,0.006808323,0.00050571957],"about_ca_topic_score_codex":0.00040345202,"about_ca_topic_score_gemma":0.00029705625,"teacher_disagreement_score":0.44172174,"about_ca_system_score_codex":0.0005200691,"about_ca_system_score_gemma":0.0005928821,"threshold_uncertainty_score":0.67168266},"labels":[],"label_agreement":null},{"id":"W1602335036","doi":"10.1177/160940691101000103","title":"The Evocative Power of Projective Techniques for the Elicitation of Meaning","year":2011,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Projective test; Meaning (existential); Qualitative research; Operationalization; Logo (programming language); Representation (politics); Psychology; Photo elicitation; Computer science; Sociology; Epistemology; Knowledge management; Social science","score_opus":0.9506384073706815,"score_gpt":0.8089937550719534,"score_spread":0.14164465229872814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602335036","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012279552,0.00038653892,0.97201395,0.0013864217,0.00060176913,0.00055316795,0.000017062974,0.00000718314,0.012754342],"genre_scores_gemma":[0.5393664,0.00009100247,0.4602414,0.000036255933,0.00010124361,0.000050164905,1.8189282e-7,0.000008288085,0.00010505052],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9847102,0.013171779,0.0007911493,0.000099591285,0.0010373314,0.00018993014],"domain_scores_gemma":[0.9614092,0.03109099,0.0013975245,0.00010555913,0.005941874,0.000054833457],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06325924,0.00008448229,0.00023406553,0.00018484874,0.00022626066,0.000025751275,0.00086207764,0.00004962249,0.000034442037],"category_scores_gemma":[0.050566074,0.00004791029,0.00021085088,0.00027977143,0.0013267894,0.00030672285,0.00005726848,0.00021096299,3.689326e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052354997,0.000071348804,0.00008090093,0.0000047824124,0.00040421283,4.526044e-7,0.57615894,0.000001293611,0.006609216,0.34143525,0.00008742937,0.07462263],"study_design_scores_gemma":[0.00029248578,0.0007194154,0.0018453602,0.0001041867,0.000050919858,0.0000014303113,0.44864336,0.00008245918,0.21208148,0.32847062,0.0076283254,0.000079970196],"about_ca_topic_score_codex":0.00037620234,"about_ca_topic_score_gemma":0.00005927111,"teacher_disagreement_score":0.52708685,"about_ca_system_score_codex":0.00016214585,"about_ca_system_score_gemma":0.0005168175,"threshold_uncertainty_score":0.9645717},"labels":[],"label_agreement":null},{"id":"W1602459117","doi":"","title":"Canada on the Move: an intensive media analysis from inception to reception.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Conceptualization; Thematic analysis; Print media; Media use; Media coverage; Advertising; Media studies; Sociology; Public relations; Political science; Psychology; Computer science; Qualitative research; Social science; Business; Social psychology; Newspaper","score_opus":0.4135070504471278,"score_gpt":0.5116286928981059,"score_spread":0.09812164245097804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602459117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98139626,0.000013484473,0.00042714112,0.00900084,0.00024087359,0.00048781768,0.000052806176,0.000033642402,0.008347162],"genre_scores_gemma":[0.9954761,0.0000039423617,0.00015049963,0.0023339964,0.00046018156,0.0007241865,0.000020664336,0.000006468437,0.0008239625],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966677,0.0015358293,0.00016066698,0.00024776006,0.0009027388,0.0004853246],"domain_scores_gemma":[0.9979305,0.0011248192,0.000054433192,0.00026215133,0.00029173642,0.00033634636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025754857,0.00007777222,0.00014078326,0.00011436609,0.00034466913,0.00008961514,0.0003294495,0.00005043245,0.00045559596],"category_scores_gemma":[0.006748487,0.000058414626,0.000048612368,0.0012370767,0.00015198535,0.000123884,0.000038312275,0.00013774252,0.000031578227],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029383198,0.00027895003,0.13353427,0.0000028621926,0.00055442646,0.000032772925,0.025593968,0.0028564278,0.0006958651,0.04677148,0.23402557,0.5553596],"study_design_scores_gemma":[0.00004947768,0.000006142471,0.95595795,0.0000011572819,0.00004192584,9.148495e-9,0.003481654,0.00011699518,0.00035068748,0.0026432937,0.037263226,0.00008745173],"about_ca_topic_score_codex":0.94918126,"about_ca_topic_score_gemma":0.9858968,"teacher_disagreement_score":0.8224237,"about_ca_system_score_codex":0.00065835536,"about_ca_system_score_gemma":0.0003384852,"threshold_uncertainty_score":0.8079056},"labels":[],"label_agreement":null},{"id":"W1602826511","doi":"10.34096/runa.v25i1.1260","title":"Representaciones visuales y procesos sociales en antropología","year":2005,"lang":"es","type":"article","venue":"Americanae (AECID Library)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.3166863764429497,"score_gpt":0.5792555887395053,"score_spread":0.2625692122965556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602826511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9040381,0.0026636056,0.00033498724,0.053643804,0.00041196728,0.0009865289,0.00008049863,0.0006627876,0.03717774],"genre_scores_gemma":[0.97033805,0.005907241,0.0072587887,0.0017180379,0.0034835027,0.00014527628,0.000029296234,0.00013098886,0.010988798],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98947674,0.0051933555,0.0008315283,0.0011130602,0.0015733726,0.0018119573],"domain_scores_gemma":[0.99541634,0.0022359516,0.00051658804,0.00073037174,0.00012017664,0.0009805958],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017122026,0.0005547254,0.00091353705,0.00042186482,0.0011917511,0.0003264523,0.00160257,0.00035393736,0.0045913854],"category_scores_gemma":[0.0026896927,0.0005502476,0.00036661496,0.0022971171,0.0055508646,0.0030531278,0.0006506655,0.00067518506,0.0013663935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023682471,0.0010801675,0.6063031,0.00011005505,0.000362288,0.00010015606,0.011441197,0.000023264687,0.002351031,0.097919315,0.05639596,0.22367664],"study_design_scores_gemma":[0.0008350218,0.0007147061,0.32103172,0.00012916431,0.00013779101,0.0000034256982,0.0142787695,0.00065651216,0.0116194235,0.0028780915,0.64648354,0.001231859],"about_ca_topic_score_codex":0.019928401,"about_ca_topic_score_gemma":0.00016415656,"teacher_disagreement_score":0.59008753,"about_ca_system_score_codex":0.00032117075,"about_ca_system_score_gemma":0.002038539,"threshold_uncertainty_score":0.9996949},"labels":[],"label_agreement":null},{"id":"W1602847074","doi":"10.25071/1916-4467.16997","title":"Learning the Ropes, Resisting the Rules: Immigrant Children’sRepresentations of the Lunchtime Routine through Fotonovela","year":2006,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Immigration; Curriculum; Feature (linguistics); Sociology; Work (physics); Aesthetics; Psychology; Pedagogy; Political science; Law; Art; Linguistics; Philosophy; Engineering","score_opus":0.17377552015256148,"score_gpt":0.49871750566388373,"score_spread":0.32494198551132225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602847074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9031436,0.0026705828,0.00006971455,0.08540052,0.0012513901,0.0013841678,0.000089804846,0.000015218715,0.0059750183],"genre_scores_gemma":[0.9955701,0.00009316323,0.00017203367,0.00020844837,0.00063117174,0.000031584135,9.678984e-7,0.0000117938225,0.0032807323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952667,0.0024318562,0.000596549,0.000116542855,0.0010885058,0.00049987086],"domain_scores_gemma":[0.9946451,0.0022813894,0.0015433276,0.00020137623,0.0012513073,0.00007745458],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009419063,0.000118678116,0.0002673855,0.000057525787,0.0056913947,0.00014191102,0.00086894596,0.00007208865,0.00000947227],"category_scores_gemma":[0.027365945,0.000052992567,0.00039816953,0.0006857229,0.00048465186,0.00019327246,0.000104056366,0.0005170517,0.0000024811513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010641201,0.0000671719,0.86383843,0.0000131262705,0.0008521612,7.486364e-7,0.042823724,0.0027186999,0.000072306015,0.029106738,0.060043294,0.0004529411],"study_design_scores_gemma":[0.0005948695,0.00005806107,0.8824326,0.00014649564,0.00041219938,0.000003072789,0.035453398,0.00023859128,0.00016808671,0.010710651,0.0696183,0.00016367556],"about_ca_topic_score_codex":0.20781638,"about_ca_topic_score_gemma":0.5648373,"teacher_disagreement_score":0.3570209,"about_ca_system_score_codex":0.0017262225,"about_ca_system_score_gemma":0.0010025036,"threshold_uncertainty_score":0.9956031},"labels":[],"label_agreement":null},{"id":"W1605086767","doi":"10.20355/c5pk58","title":"Is Participatory Action Research Relevant in the Canadian Workplace?","year":2010,"lang":"en","type":"article","venue":"Journal of Contemporary Issues in Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Grassroots; Empowerment; Action (physics); Participatory action research; Citizen journalism; Sociology; Power (physics); Political science; Epistemology; Engineering ethics; Social science; Engineering; Law; Politics","score_opus":0.7485913946535675,"score_gpt":0.7015222062554456,"score_spread":0.04706918839812191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605086767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9287869,0.0012028835,0.0000024333874,0.04316925,0.0014829515,0.00032829773,6.81353e-7,0.0000036022277,0.025023036],"genre_scores_gemma":[0.9970709,0.00019225376,0.00035896344,0.0003984797,0.00091436855,0.00003919853,5.7367816e-7,0.000008435862,0.0010168053],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925642,0.0051046135,0.00051919045,0.00013285797,0.0012041254,0.0004750054],"domain_scores_gemma":[0.99747545,0.001161949,0.00018980358,0.00024493408,0.00059645716,0.00033139193],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03994729,0.00007397353,0.00016823398,0.00087503094,0.00038501175,0.00019147246,0.0005870639,0.00016338057,0.00020131197],"category_scores_gemma":[0.007857309,0.00005910913,0.000047921483,0.0010915066,0.00043483608,0.0007950289,0.000016260294,0.0016477209,0.00003159053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016439961,0.00074638304,0.5073792,0.000027961967,0.00001592621,0.00007079992,0.33539414,0.0000045942966,0.0016952252,0.019134302,0.105090484,0.0302766],"study_design_scores_gemma":[0.00018448518,0.000087955064,0.13659856,0.00010338067,0.0000025908944,0.0000040752,0.06530022,0.000025095775,0.00047199207,0.011823629,0.78531826,0.00007975103],"about_ca_topic_score_codex":0.1965632,"about_ca_topic_score_gemma":0.68534935,"teacher_disagreement_score":0.68022776,"about_ca_system_score_codex":0.0006316786,"about_ca_system_score_gemma":0.013161141,"threshold_uncertainty_score":0.9924333},"labels":[],"label_agreement":null},{"id":"W1608907365","doi":"","title":"Education and Social Innovation: The Youth Uncensored Project—A Case Study of Youth Participatory Research and Cultural Democracy in Action","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Metis; Participatory action research; Sociology; Indigenous; Action research; Scholarship; The arts; Public relations; Engaged scholarship; Photovoice; Democracy; Government (linguistics); Traditional knowledge; Social science; Pedagogy; Political science; Politics; Economic growth","score_opus":0.8590519931001467,"score_gpt":0.6329552717054425,"score_spread":0.22609672139470416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608907365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949555,0.00020203994,0.00000513702,0.0026072946,0.0012572395,0.00061351416,0.0000074272953,0.0000030218077,0.0003488487],"genre_scores_gemma":[0.9987906,0.00001313915,0.000109345325,0.000073745694,0.0006560626,0.000053147975,0.000008218896,0.0000115660405,0.00028417897],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99609345,0.0023807595,0.00054993253,0.0001901811,0.00025569907,0.00052995916],"domain_scores_gemma":[0.9943851,0.00023128836,0.00038638592,0.00015851477,0.004183135,0.0006555677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010917139,0.00010105009,0.0001876749,0.0011235598,0.0007670137,0.0001577372,0.00020264722,0.00010189301,0.0000076021915],"category_scores_gemma":[0.007851239,0.00009483654,0.000017885486,0.0018600562,0.0005267923,0.0005857753,0.00001351742,0.0004335007,5.39169e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002121344,0.00021787852,0.062166374,0.000025945581,0.000012368033,0.000010212473,0.92470783,0.0000053112376,0.000024375968,0.003467287,0.0008982956,0.008442891],"study_design_scores_gemma":[0.00026282764,0.00019834528,0.034421634,0.00005643242,0.000033547396,0.00010224107,0.9613654,0.000019096942,0.000015611025,0.0016704837,0.0017669366,0.00008744261],"about_ca_topic_score_codex":0.4059889,"about_ca_topic_score_gemma":0.8324622,"teacher_disagreement_score":0.4264733,"about_ca_system_score_codex":0.0033463505,"about_ca_system_score_gemma":0.032463726,"threshold_uncertainty_score":0.9730213},"labels":[],"label_agreement":null},{"id":"W1615594005","doi":"10.1177/160940691401300103","title":"Breathing in the Mud: Tensions in Narrative Interviewing","year":2014,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Narrative; Interview; Performative utterance; Dialogical self; Insider; Power (physics); Craft; Sociology; CLARITY; Narrative inquiry; Negotiation; Social psychology; Psychology; Epistemology; Law; Political science; Social science; Philosophy; Linguistics; History","score_opus":0.950553759758427,"score_gpt":0.8128761657986677,"score_spread":0.13767759395975931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1615594005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5126506,0.00038844263,0.44718504,0.023757234,0.0014250234,0.00026124468,0.0000030682907,0.000010554876,0.014318759],"genre_scores_gemma":[0.80675423,0.000040176412,0.19194874,0.0008596079,0.00029499753,0.000012957618,3.7164799e-7,0.00000767041,0.00008122986],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92292064,0.07441521,0.00087950466,0.00016005126,0.0012968946,0.0003277218],"domain_scores_gemma":[0.97807944,0.020389246,0.00044156399,0.00011277673,0.0008685816,0.00010836883],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13312426,0.00010569295,0.0003099243,0.00055810716,0.0001224673,0.000113598086,0.0010268586,0.00006402364,0.000090936584],"category_scores_gemma":[0.056221407,0.00007362741,0.00014140499,0.00055350777,0.00040663034,0.00054535246,0.0000798464,0.00070511806,0.000004761071],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058618152,0.00010803369,0.0007816797,0.0000035767184,0.00004068489,0.00004724979,0.881953,0.000059361264,0.0012225193,0.060289092,0.00010803888,0.055328142],"study_design_scores_gemma":[0.0009004433,0.00020621473,0.0095303,0.00042868487,0.000010829543,0.000021327707,0.80194414,0.00093325565,0.00065460673,0.15897644,0.026228916,0.00016487064],"about_ca_topic_score_codex":0.00077447796,"about_ca_topic_score_gemma":0.00061070273,"teacher_disagreement_score":0.29410362,"about_ca_system_score_codex":0.00035497453,"about_ca_system_score_gemma":0.00026078164,"threshold_uncertainty_score":0.95172846},"labels":[],"label_agreement":null},{"id":"W1641738924","doi":"10.3402/ijch.v74.27838","title":"Partnering with Indigenous student co-researchers: improving research processes and outcomes","year":2015,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Photovoice; Participatory action research; Indigenous; General partnership; Community-based participatory research; Health promotion; Critical consciousness; Promotion (chess); Medical education; Citizen journalism; Dialogic; Public relations; Psychology; Sociology; Pedagogy; Public health; Medicine; Nursing; Political science","score_opus":0.8005710040519814,"score_gpt":0.7391359330769959,"score_spread":0.06143507097498557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1641738924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98809826,0.0025366512,0.0017368977,0.005916325,0.00025471326,0.00036345408,0.000006785198,0.000019272888,0.0010676385],"genre_scores_gemma":[0.9974983,0.00044154734,0.0012629437,0.00024333374,0.00041666956,0.000011087508,7.699763e-7,0.000016019228,0.000109360684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917389,0.002341726,0.00046880817,0.00018088697,0.004573851,0.0006957931],"domain_scores_gemma":[0.99392205,0.0011315626,0.00031961696,0.00011378683,0.0033606326,0.0011523332],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.028871235,0.00009790273,0.00026873458,0.0005355456,0.00043695577,0.00041716706,0.00080365146,0.000059119506,0.000017877166],"category_scores_gemma":[0.011281615,0.00007684584,0.000033202512,0.00037640505,0.0005447578,0.0007395825,0.00011675836,0.00074546976,0.00000829646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031005123,0.0004282611,0.74543256,0.000102652,0.00021208319,0.0002617553,0.19436644,0.000019399167,0.00026983322,0.002168737,0.0004191977,0.056009017],"study_design_scores_gemma":[0.008083299,0.0070187673,0.47732362,0.001235283,0.0000369043,0.0003373457,0.2858871,0.00009578863,0.0015623148,0.0098060025,0.207743,0.00087057694],"about_ca_topic_score_codex":0.0028877042,"about_ca_topic_score_gemma":0.0014128212,"teacher_disagreement_score":0.26810896,"about_ca_system_score_codex":0.0011608178,"about_ca_system_score_gemma":0.012242022,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W165097414","doi":"10.1097/fch.0b013e31829c96b4","title":"Faithful Five","year":2013,"lang":"en","type":"article","venue":"Family & Community Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Photovoice; Faith; Participatory action research; Community-based participatory research; Childhood obesity; Qualitative research; Citizen journalism; Sociology; African american; Public health; Gender studies; Psychology; Political science; Medicine; Anthropology; Visual arts; Nursing; Obesity; Art","score_opus":0.7183371313234558,"score_gpt":0.6691023400204291,"score_spread":0.04923479130302666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W165097414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9094235,0.0002291451,0.00047551485,0.004341306,0.000169405,0.00058959064,0.0000073505566,0.00016411602,0.084600076],"genre_scores_gemma":[0.9899756,0.00020856073,0.0030699545,0.004639419,0.00010149876,0.00009318579,0.0000043562,0.0000146524,0.0018927738],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9844394,0.013655706,0.00027024106,0.00013559192,0.0006111059,0.0008879751],"domain_scores_gemma":[0.99645454,0.0017499378,0.00009711964,0.0006832414,0.00023189394,0.0007832457],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009480722,0.00010921158,0.0002451308,0.00009722026,0.0027554776,0.00012637004,0.0008392597,0.00008864084,0.00042189812],"category_scores_gemma":[0.0026317288,0.00010909199,0.000058914753,0.00047077576,0.0005555076,0.00035616424,0.000234225,0.001028989,0.0011843056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040244944,0.0014561032,0.16505508,0.00022449788,0.00007647622,0.000005334922,0.34486067,0.0000140032325,0.0012893482,0.07117338,0.24792877,0.1678761],"study_design_scores_gemma":[0.00023359423,0.00026808624,0.77956885,0.000045929308,0.000002266371,2.0247771e-7,0.07114234,0.00013705267,0.000023102397,0.006476457,0.14193341,0.0001687275],"about_ca_topic_score_codex":0.7967184,"about_ca_topic_score_gemma":0.1077273,"teacher_disagreement_score":0.6889911,"about_ca_system_score_codex":0.0005342038,"about_ca_system_score_gemma":0.0015313578,"threshold_uncertainty_score":0.9995934},"labels":[],"label_agreement":null},{"id":"W1658937134","doi":"","title":"Narrative form and Yam Lau's Room: The encounter in arts based research","year":2014,"lang":"en","type":"article","venue":"BearWorks (Missouri State University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; The arts; Psychology; Visual arts; Pedagogy; Visual arts education; Art; Sociology; Aesthetics; Literature","score_opus":0.527379589910384,"score_gpt":0.5525917633577745,"score_spread":0.025212173447390462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1658937134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89744294,0.00005033895,0.002785291,0.0044015865,0.00008888174,0.0005351805,0.000005720303,0.000052942763,0.094637126],"genre_scores_gemma":[0.98599726,0.00006657565,0.0004888907,0.00011631075,0.000072930525,0.0000039904094,0.000001333608,0.000011812226,0.013240885],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99443966,0.003459227,0.00013358814,0.0003412574,0.00079530675,0.0008309797],"domain_scores_gemma":[0.99673456,0.0023527588,0.000053136075,0.00027004487,0.00026272476,0.00032676404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009607062,0.00011663405,0.00017204475,0.00045246794,0.001270483,0.0001542172,0.0005240338,0.00011381072,0.00021781278],"category_scores_gemma":[0.0018987702,0.00010018355,0.000045939385,0.0013719086,0.0010206427,0.00036280017,0.00019326479,0.00065702206,0.000024282977],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013845823,0.00059421454,0.07535703,0.00007897566,0.000114224866,0.00046808773,0.7326826,0.00095910684,0.0008467718,0.10662222,0.01483868,0.06605351],"study_design_scores_gemma":[0.0010178917,0.00021068663,0.014653298,0.00010892573,0.00000916991,4.0341357e-7,0.071959004,0.0041092983,0.00027732376,0.0063805683,0.9010087,0.00026468228],"about_ca_topic_score_codex":0.002235057,"about_ca_topic_score_gemma":0.011919984,"teacher_disagreement_score":0.8861701,"about_ca_system_score_codex":0.0003230749,"about_ca_system_score_gemma":0.00036335186,"threshold_uncertainty_score":0.9771657},"labels":[],"label_agreement":null},{"id":"W1661235991","doi":"10.18806/tesl.v27i2.1050","title":"A Participatory Photonovel as a Linguistic Tool for Educating ESL-Speaking Immigrant Women About Health Information","year":2010,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; University of Victoria","keywords":"Immigration; Citizen journalism; Participatory action research; Sociology; Health literacy; Health care; Pedagogy; Literacy; Psychology; Linguistics; Political science","score_opus":0.24871267291190724,"score_gpt":0.5626117268322717,"score_spread":0.31389905392036443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1661235991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912271,0.00071113143,0.0012912548,0.0018894586,0.0026012782,0.00065768923,0.000023416751,0.000043298638,0.0015553591],"genre_scores_gemma":[0.97831196,0.000012857957,0.004334973,0.015961234,0.0010873582,0.00018022441,0.0000021430437,0.000017734803,0.000091493945],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632084,0.00046803465,0.0006690233,0.00014881484,0.0010547175,0.0013385692],"domain_scores_gemma":[0.9967945,0.00089057186,0.00047713972,0.00018585884,0.0005947861,0.0010571396],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011541486,0.00014234109,0.00026058702,0.00013888195,0.0019312102,0.00038029742,0.00033697957,0.00006964643,0.0025293021],"category_scores_gemma":[0.021242226,0.00013884778,0.00006577891,0.00027847954,0.00016083938,0.00045964474,0.000036516565,0.00074968796,0.000007722508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035564965,0.00034594422,0.0045257714,0.00041038787,0.00029715223,0.00008649537,0.68654037,0.00010728122,0.007136006,0.0331177,0.033629,0.23344822],"study_design_scores_gemma":[0.0005555055,0.00018817339,0.0043155653,0.00009530269,0.00001542351,0.000040133164,0.017934969,0.0009464846,0.000412159,0.002728262,0.97244525,0.00032274853],"about_ca_topic_score_codex":0.44837147,"about_ca_topic_score_gemma":0.44519925,"teacher_disagreement_score":0.93881625,"about_ca_system_score_codex":0.0018315443,"about_ca_system_score_gemma":0.029704668,"threshold_uncertainty_score":0.99936813},"labels":[],"label_agreement":null},{"id":"W166952688","doi":"","title":"Searching for Addie: The Story behind a Famous Photograph.","year":2006,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visual arts; Face (sociological concept); Art history; Art; Staring; Portrait; Sociology","score_opus":0.5857033333514375,"score_gpt":0.6588343187092364,"score_spread":0.07313098535779883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W166952688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6426879,0.0005008874,0.014490713,0.00388889,0.0003666251,0.0021231521,0.0000274342,0.0002869095,0.33562744],"genre_scores_gemma":[0.97572947,0.000011281148,0.004714612,0.00024215234,0.0004420079,0.0002714824,0.0000018449564,0.000014578051,0.018572595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964973,0.0019259548,0.00012296956,0.00019484821,0.00060764496,0.00065130193],"domain_scores_gemma":[0.99636346,0.0031568545,0.00003572094,0.00019088166,0.00011179037,0.0001412713],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010930265,0.00007633193,0.00010153884,0.00008020383,0.0015428537,0.0001353537,0.0004007746,0.000057362573,0.00031206384],"category_scores_gemma":[0.002183364,0.00005236335,0.000111413756,0.00021554923,0.00061426236,0.00014025472,0.000052335316,0.00021907227,0.000032411815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026308294,0.00045769723,0.011678353,0.000053355714,0.000098697725,0.000014818091,0.039031893,0.00008510339,0.018074522,0.5533568,0.11431917,0.26256648],"study_design_scores_gemma":[0.00028407417,0.00006526098,0.011027863,0.000007112362,0.000012255211,2.9312253e-7,0.0061745644,0.0004265411,0.0019475165,0.012111122,0.9677921,0.00015131188],"about_ca_topic_score_codex":0.0066635665,"about_ca_topic_score_gemma":0.016148949,"teacher_disagreement_score":0.85347295,"about_ca_system_score_codex":0.00008007098,"about_ca_system_score_gemma":0.00029885175,"threshold_uncertainty_score":0.9999511},"labels":[],"label_agreement":null},{"id":"W1684499131","doi":"10.1111/soc4.12009","title":"Whither Tobacco Studies?","year":2012,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tobacco control; Mainstream; Scholarship; Sociology; Public health; Social science; Field (mathematics); Social constructionism; Phenomenology (philosophy); Public relations; Epistemology; Political science; Law; Medicine","score_opus":0.8104464417367209,"score_gpt":0.7082956072319601,"score_spread":0.10215083450476081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1684499131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9434246,0.0029582367,0.00025217995,0.0033916202,0.0012785431,0.00017629168,0.0000016516113,0.000117933014,0.048398957],"genre_scores_gemma":[0.9955686,0.000078460274,0.0009722547,0.0006745553,0.0009281279,0.00005802819,6.4994055e-7,0.000009746206,0.0017096234],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99539906,0.0031435383,0.00014928688,0.00014454684,0.00026208546,0.00090148725],"domain_scores_gemma":[0.9980957,0.0012788415,0.000056526147,0.00017316021,0.00012318967,0.00027261203],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058472445,0.000088467095,0.0002351704,0.000043182772,0.0005822693,0.000010847391,0.0002737233,0.00014925278,0.0006378963],"category_scores_gemma":[0.002468086,0.00007796559,0.00006646921,0.00013777672,0.0020756882,0.00019262718,0.00010403953,0.0002459313,0.0008445202],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015231525,0.00012895797,0.5059206,0.000005399002,0.00015258958,0.0000024571639,0.1383514,0.0000011833706,0.00035241435,0.3172612,0.033700548,0.00410803],"study_design_scores_gemma":[0.0004089006,0.000080760445,0.19121309,0.000011197364,0.000031502597,7.13131e-7,0.07171443,0.00000823942,0.00027018314,0.030476587,0.70545924,0.000325174],"about_ca_topic_score_codex":0.0000944185,"about_ca_topic_score_gemma":0.00009062636,"teacher_disagreement_score":0.6717587,"about_ca_system_score_codex":0.00022599356,"about_ca_system_score_gemma":0.00014262578,"threshold_uncertainty_score":0.9999334},"labels":[],"label_agreement":null},{"id":"W1688373392","doi":"10.1177/160940691101000201","title":"Photovoice as a Method for Revealing Community Perceptions of the Built and Social Environment","year":2011,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":340,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Photovoice; Community-based participatory research; Participatory action research; Public relations; Qualitative research; Sociology; Citizen journalism; Neighbourhood (mathematics); Community health; Context (archaeology); Health promotion; Public health; Perception; Medicine; Psychology; Nursing; Political science; Geography; Social science; Economic growth","score_opus":0.9530271801799614,"score_gpt":0.7965068840855108,"score_spread":0.1565202960944505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1688373392","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29265624,0.000072098795,0.7027741,0.0017755139,0.00034048225,0.00023577073,0.000034218367,0.000004203468,0.0021073692],"genre_scores_gemma":[0.31174955,0.000032795182,0.687666,0.00019052421,0.0001313162,0.000018008759,4.073232e-7,0.000008266534,0.00020311461],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96024334,0.03818743,0.0005534194,0.00009070816,0.0007424699,0.00018265378],"domain_scores_gemma":[0.98910195,0.009228737,0.00066955236,0.00010437415,0.00079842674,0.00009693829],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05970164,0.0000893992,0.00026403763,0.00013237332,0.0005223689,0.000027529359,0.00074293517,0.000069975235,0.0001944409],"category_scores_gemma":[0.011683677,0.00006771986,0.00022670053,0.0001108782,0.0009873623,0.00021144286,0.00015876944,0.000431709,0.0000011128252],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026387378,0.00021685797,0.0004958613,0.000018319563,0.00029182245,9.630975e-7,0.8561179,0.0000028920492,0.041351046,0.061724085,0.00009600737,0.039420385],"study_design_scores_gemma":[0.0011080335,0.00049313495,0.022529542,0.000105736326,0.00014726036,0.00001287435,0.56925637,0.00013507008,0.038974646,0.34759006,0.019441973,0.00020529571],"about_ca_topic_score_codex":0.0016950538,"about_ca_topic_score_gemma":0.0000813116,"teacher_disagreement_score":0.2868615,"about_ca_system_score_codex":0.00019288751,"about_ca_system_score_gemma":0.00024799685,"threshold_uncertainty_score":0.99664134},"labels":[],"label_agreement":null},{"id":"W1737152717","doi":"10.1111/j.1751-2409.2007.00002.x","title":"Psychological Research and Public Policy: Bridging the Gap","year":2007,"lang":"en","type":"article","venue":"Social Issues and Policy Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Bridging (networking); Bridge (graph theory); Dissemination; Order (exchange); Value (mathematics); Public relations; Psychological research; Psychology; Sociology; Social psychology; Political science; Business; Computer science; Law","score_opus":0.8801850930053454,"score_gpt":0.779104848424109,"score_spread":0.10108024458123643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1737152717","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13801078,0.24656896,0.000033537504,0.5103551,0.000088463275,0.001148166,0.000007539293,0.00009400303,0.10369345],"genre_scores_gemma":[0.71118003,0.27547267,0.00013055783,0.005228469,0.005596863,0.000044431396,0.0000010099671,0.00001613143,0.0023298117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944928,0.0030431328,0.00026932397,0.00027923443,0.0007766045,0.0011388997],"domain_scores_gemma":[0.9981774,0.00094626355,0.00006205804,0.00017828702,0.00020445985,0.00043150768],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.023885177,0.0001130425,0.00029923712,0.000115037146,0.0023156083,0.00027039883,0.00035732004,0.0001236492,0.00010551027],"category_scores_gemma":[0.007957206,0.00007722947,0.00006384695,0.0016480216,0.003310278,0.0001531527,0.00021188271,0.00046550823,0.000036826386],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057262523,0.000042497486,0.0017018955,0.00014083252,0.000010010631,0.000004095018,0.004962921,9.0101937e-10,0.00002226782,0.59031457,0.0074489266,0.39534628],"study_design_scores_gemma":[0.00007983777,0.0000675672,0.015748773,0.00014922926,0.000006596405,0.000002368451,0.0011772024,6.6658754e-7,0.0000052648825,0.028226724,0.95443285,0.00010291929],"about_ca_topic_score_codex":0.017806342,"about_ca_topic_score_gemma":0.0014360043,"teacher_disagreement_score":0.94698393,"about_ca_system_score_codex":0.0001296109,"about_ca_system_score_gemma":0.0002470019,"threshold_uncertainty_score":0.99940217},"labels":[],"label_agreement":null},{"id":"W1749512884","doi":"10.1177/1557988315611217","title":"Picturing Masculinities: Using Photoelicitation in Men’s Health Research","year":2015,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Photo elicitation; Reflexivity; Conversation; Accidental; Masculinity; Narrative; Context (archaeology); Qualitative research; Identity (music); Grief; Psychology; Perception; Narrative inquiry; Social psychology; Sociology; Gender studies; Aesthetics; Psychotherapist; Communication; Social science; Art","score_opus":0.8850372722022746,"score_gpt":0.736888970186949,"score_spread":0.14814830201532558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1749512884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777932,0.0008870713,0.0021883266,0.013564122,0.00019294852,0.00044489562,0.0000026002524,0.000015674603,0.0049111643],"genre_scores_gemma":[0.98151886,0.00087200274,0.016491892,0.00063111074,0.00039046307,0.000008276727,3.8548492e-7,0.000019234767,0.00006778383],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9807403,0.014631742,0.00091388123,0.0001870086,0.002362872,0.0011641714],"domain_scores_gemma":[0.9957266,0.0011951275,0.00076271076,0.00016428882,0.00071273907,0.0014385406],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07280204,0.00010155757,0.0005405903,0.0007280974,0.000495025,0.00007930605,0.0003978576,0.00003471247,0.000024782586],"category_scores_gemma":[0.0043085604,0.000095484625,0.00006175636,0.001408256,0.00076718244,0.00039741374,0.00005522778,0.00079765654,0.000008616506],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00059812056,0.00039532452,0.015633894,0.00009484776,0.00005692643,0.00008083992,0.7898515,0.0009920519,0.0001765288,0.0027269493,0.0051806034,0.18421245],"study_design_scores_gemma":[0.001507559,0.0043837526,0.0071659344,0.0004994242,0.0000043731275,0.000022438682,0.95770186,0.0018038104,0.00010653809,0.0036222388,0.02297493,0.00020711975],"about_ca_topic_score_codex":0.050972626,"about_ca_topic_score_gemma":0.0019151566,"teacher_disagreement_score":0.18400532,"about_ca_system_score_codex":0.004100761,"about_ca_system_score_gemma":0.012955136,"threshold_uncertainty_score":0.9997223},"labels":[],"label_agreement":null},{"id":"W1754152886","doi":"10.18357/ijcyfs31201210472","title":"SEEKING SOLUTIONS WITHOUT CENTERING PROBLEMS: FROM RESEARCH TO PRACTICE","year":2012,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Social justice; Public relations; Economic Justice; Psychology; Social work; Orientation (vector space); Service (business); Social psychology; Sociology; Engineering ethics; Political science; Criminology; Business; Engineering; Law","score_opus":0.7461840626167352,"score_gpt":0.6605108537095005,"score_spread":0.08567320890723473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1754152886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9174861,0.023048986,0.0074090194,0.034969784,0.003857078,0.00034232478,0.000046994322,0.000027926924,0.012811803],"genre_scores_gemma":[0.99070436,0.0026084038,0.0037371884,0.0010649484,0.0018191187,0.000006473422,5.7664886e-7,0.000007985304,0.00005095784],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655175,0.0010342866,0.00032938764,0.000115058356,0.0014795889,0.00048990385],"domain_scores_gemma":[0.99657047,0.001145983,0.0001619416,0.00006747382,0.0017097666,0.00034436217],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008973048,0.00008038044,0.00018261555,0.00027136525,0.00070902606,0.00013981567,0.00034052186,0.000036840112,0.000005669451],"category_scores_gemma":[0.011852153,0.00006754694,0.000051051655,0.00019108642,0.00032509043,0.00082629925,0.00030404062,0.00038731648,0.000010048339],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056910934,0.0005250016,0.15036935,0.000014864073,0.001826626,0.000033601944,0.8027113,0.000065061686,0.0015983216,0.005184019,0.0048325513,0.03227021],"study_design_scores_gemma":[0.0007784061,0.00020882081,0.07694887,0.0007891376,0.00008422094,0.000014483942,0.37260574,0.00002280631,0.000097022785,0.0012176187,0.5470222,0.0002106505],"about_ca_topic_score_codex":0.00053412555,"about_ca_topic_score_gemma":0.00009156724,"teacher_disagreement_score":0.54218966,"about_ca_system_score_codex":0.00022852836,"about_ca_system_score_gemma":0.000095306896,"threshold_uncertainty_score":0.99647146},"labels":[],"label_agreement":null},{"id":"W1774151111","doi":"10.14288/1.0107999","title":"Care aesthetics unlocked : photographs of nursing inside correctional unit #1","year":2013,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Langara College","funders":"","keywords":"Context (archaeology); Meaning (existential); Criticism; Identity (music); Aesthetics; Sociology; Visual arts; Psychology; Nursing; Medicine; Art; History; Psychotherapist","score_opus":0.17176170370791735,"score_gpt":0.4151936468972036,"score_spread":0.24343194318928627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1774151111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98007137,0.000117696174,0.0005287344,0.000051380888,0.00018616482,0.0003116833,0.000035229274,0.000045957837,0.018651782],"genre_scores_gemma":[0.9981201,0.000077085,0.0012015708,0.000012424159,0.00002021455,0.0000010674365,0.0000046315563,0.000008564156,0.0005543152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99825245,0.0005111052,0.00012277698,0.00021622369,0.00056772743,0.00032968968],"domain_scores_gemma":[0.998509,0.00016079252,0.0001200522,0.00017166887,0.0008037956,0.00023469253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047984175,0.000033794935,0.00020788728,0.000087023654,0.0004999193,0.00006780905,0.00034243884,0.000113024995,0.00054191716],"category_scores_gemma":[0.00025189988,0.00012088134,0.00011820804,0.0006733008,0.0016914248,0.0003204182,0.000058306323,0.00015396743,0.000021015689],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009342318,0.00020436106,0.05930127,0.000035221066,0.0000270746,0.00001949108,0.018618772,0.000006828267,0.00080653344,0.000027247972,0.0016596001,0.9192843],"study_design_scores_gemma":[0.00037103833,0.00009253741,0.8734118,0.00018878301,0.000022389884,0.000004036163,0.123918355,0.00008288733,0.000020828358,0.0009354577,0.0008321295,0.00011980297],"about_ca_topic_score_codex":0.41974264,"about_ca_topic_score_gemma":0.35113284,"teacher_disagreement_score":0.9191645,"about_ca_system_score_codex":0.00014046449,"about_ca_system_score_gemma":0.0004318222,"threshold_uncertainty_score":0.6607073},"labels":[],"label_agreement":null},{"id":"W1774185590","doi":"10.7870/cjcmh-2015-005","title":"Using Art to Tell Stories and Build Safe Spaces: Transforming Academic Research Into Action","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Storytelling; Participatory action research; Action research; Citizen journalism; Sociology; The arts; Spectacle; Space (punctuation); Field (mathematics); Action (physics); Postmodernism; Reflection (computer programming); Engineering ethics; Performing arts; Process (computing); Aesthetics; Visual arts; Political science; Pedagogy; Epistemology; Computer science; Engineering; Art","score_opus":0.9197087354173066,"score_gpt":0.7418088089412669,"score_spread":0.1778999264760397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1774185590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838777,0.0010716846,0.00036709677,0.012231878,0.0003641257,0.00031104585,0.000007611453,0.000004937189,0.0017638865],"genre_scores_gemma":[0.99695754,0.00024426598,0.0019985808,0.00040779682,0.00018273514,0.0000020611924,0.0000010300506,0.00001153445,0.0001944562],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900888,0.007940361,0.0003447969,0.00006424179,0.000809738,0.00075204694],"domain_scores_gemma":[0.99455076,0.0004982921,0.000112825175,0.00013607758,0.00045212114,0.0042499113],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03346219,0.00008360535,0.00023373662,0.00057307066,0.00321502,0.00011300135,0.00045537826,0.000096584285,0.000024774461],"category_scores_gemma":[0.0024166557,0.00008707054,0.000027144584,0.0006961483,0.0005585641,0.00058717787,0.000042633164,0.0019633377,0.000007891315],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00017429773,0.000044772725,0.0098371,0.00009554307,0.00002314032,0.000011528412,0.9340758,0.000036537804,0.0011769901,0.0034264617,0.011679985,0.039417844],"study_design_scores_gemma":[0.00039706504,0.0009280418,0.0011908117,0.00032831207,0.000004786354,0.000027034315,0.43781626,0.000042548592,0.00076478714,0.0028752997,0.5554953,0.00012975522],"about_ca_topic_score_codex":0.36941564,"about_ca_topic_score_gemma":0.7003572,"teacher_disagreement_score":0.5438153,"about_ca_system_score_codex":0.004562309,"about_ca_system_score_gemma":0.0144515615,"threshold_uncertainty_score":0.999259},"labels":[],"label_agreement":null},{"id":"W178831185","doi":"10.1007/978-94-6091-761-5_8","title":"Embodiment in Research Practices","year":2011,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology","score_opus":0.9181355508798579,"score_gpt":0.6912195742673112,"score_spread":0.2269159766125467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W178831185","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056801445,0.0003098034,0.0000040252066,0.00067267683,0.0005816912,0.0011027711,0.000007444994,0.000119696546,0.9966339],"genre_scores_gemma":[0.010033912,0.00009073157,0.0005559265,0.00016102848,0.00059690856,0.00008760577,0.0000052562527,0.000103127306,0.98836553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901373,0.0035773097,0.0006174439,0.0009392822,0.0031101382,0.0016185357],"domain_scores_gemma":[0.9948165,0.0022264225,0.00054435735,0.00083976425,0.0008511231,0.0007218412],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029971443,0.00034490225,0.0005367975,0.0012486485,0.00063936634,0.0007368625,0.0011026236,0.0009545321,0.003022583],"category_scores_gemma":[0.008757278,0.00036232293,0.00016963304,0.00013623376,0.0024406856,0.00057274534,0.00042214635,0.002845411,0.0006570644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107675056,0.000053768974,0.000088528825,0.000045926092,0.000082669234,0.00035964843,0.02546632,1.5143675e-7,0.000049009323,0.89461696,0.045361523,0.033767838],"study_design_scores_gemma":[0.00018110409,0.00010047144,0.000033993285,0.00014207218,0.000014740252,0.0000010410404,0.0015815035,0.0000018593884,0.00006011572,0.1561457,0.84142405,0.00031336077],"about_ca_topic_score_codex":0.009284649,"about_ca_topic_score_gemma":0.014397307,"teacher_disagreement_score":0.7960625,"about_ca_system_score_codex":0.0010877153,"about_ca_system_score_gemma":0.0032459695,"threshold_uncertainty_score":0.9998829},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1810867067","doi":"10.25071/1920-7336.21398","title":"Coming Home: Connecting Older Liberians in the Diaspora with the Family and Friends at Home","year":2008,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diaspora; Photovoice; The arts; Citizen journalism; Participatory action research; Sociology; Psychological resilience; Gender studies; Media studies; Psychology; Visual arts; Social psychology; World Wide Web; Computer science; Anthropology; Art","score_opus":0.19959797138473026,"score_gpt":0.4553970713589868,"score_spread":0.25579909997425654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1810867067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99553263,0.000844387,0.000031461987,0.0027666693,0.00020083674,0.00023430499,0.000009107216,0.000014023662,0.00036658646],"genre_scores_gemma":[0.9962906,0.000262343,0.00010896452,0.0027299535,0.00025347222,0.000015946998,7.265021e-7,0.00002546226,0.00031252985],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948744,0.0021927198,0.0003169897,0.00025682003,0.001515652,0.00084339076],"domain_scores_gemma":[0.99755704,0.0014149802,0.00021766768,0.00027523458,0.000116411364,0.00041863605],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004711391,0.00019269237,0.00029265875,0.00011432834,0.002698099,0.0001573871,0.00058559194,0.00008271343,0.000092092334],"category_scores_gemma":[0.0005158783,0.00010476778,0.00005031188,0.000655022,0.000520001,0.0002213566,0.00007206703,0.0009613323,0.000002892392],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028254965,0.00094975904,0.40135175,0.00019061097,0.0009783608,0.039233197,0.1411778,0.00090142386,0.00408844,0.37302783,0.019844236,0.015431103],"study_design_scores_gemma":[0.00071678724,0.00016834826,0.15981531,0.00008479482,0.000017174327,0.00021863534,0.002505856,0.00003867895,0.00006913256,0.000106263484,0.8360204,0.0002386301],"about_ca_topic_score_codex":0.010741806,"about_ca_topic_score_gemma":0.1078137,"teacher_disagreement_score":0.8161762,"about_ca_system_score_codex":0.0008483515,"about_ca_system_score_gemma":0.001562074,"threshold_uncertainty_score":0.99860024},"labels":[],"label_agreement":null},{"id":"W1821862491","doi":"10.1177/160940691501400302","title":"Timeline Mapping in Qualitative Interviews: A Study of Resilience with Marginalized Groups","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; York University; University of Toronto","funders":"","keywords":"Timeline; Framing (construction); Interview; Focus group; Psychology; Psychological resilience; Qualitative research; Social psychology; Narrative; Developmental psychology; Sociology; Social science; Geography","score_opus":0.9574596359559263,"score_gpt":0.8082025516562509,"score_spread":0.14925708429967544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1821862491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7543097,0.00036549938,0.2416578,0.0011402982,0.0003593777,0.00035747496,0.000006049462,0.000008225324,0.0017955547],"genre_scores_gemma":[0.6967944,0.000025581612,0.3027478,0.00006248288,0.00012305543,0.000024677222,6.4781455e-7,0.000012694008,0.00020867673],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92503446,0.07038898,0.0014848333,0.00025206406,0.0024925575,0.00034708748],"domain_scores_gemma":[0.98516643,0.009146637,0.0013278228,0.00016301827,0.0038839786,0.00031208745],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12122662,0.00017535478,0.000693635,0.0009039152,0.000062114304,0.00006098298,0.001058589,0.00006199669,0.0000939819],"category_scores_gemma":[0.032349218,0.0001370751,0.00011490986,0.0010306851,0.00075594994,0.0007264457,0.00013980933,0.00047859745,0.0000048932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012464557,0.0008737913,0.0018559176,0.000012366136,0.00027452674,0.00008738359,0.9765306,0.00010890898,0.0012465279,0.0072060805,0.000100974015,0.010456457],"study_design_scores_gemma":[0.003155157,0.0015965764,0.0019486188,0.00031921835,0.000022325852,0.000007317802,0.969858,0.00017625824,0.0006142028,0.019542102,0.0026003022,0.00015993237],"about_ca_topic_score_codex":0.0015493839,"about_ca_topic_score_gemma":0.000756053,"teacher_disagreement_score":0.08887741,"about_ca_system_score_codex":0.00057766435,"about_ca_system_score_gemma":0.0008872995,"threshold_uncertainty_score":0.9758017},"labels":[],"label_agreement":null},{"id":"W1823758325","doi":"10.1177/160940690700600201","title":"Discovering Voice: A Participatory Action Research Study with Nurses in Uganda","year":2007,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Action research; Qualitative research; Sociology; Reflection (computer programming); Work (physics); Engineering ethics; Public relations; Psychology; Political science; Pedagogy; Social science; Engineering","score_opus":0.9671013587288434,"score_gpt":0.8515430927014891,"score_spread":0.1155582660273543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823758325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91226405,0.00010927026,0.08305147,0.000563187,0.0011195205,0.0003081148,0.0000025498946,0.000010214778,0.0025716408],"genre_scores_gemma":[0.95015746,0.000023491584,0.048901573,0.00003097514,0.00046202977,0.000021532827,3.1205445e-7,0.000016043354,0.00038658365],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9509786,0.04319362,0.0010142847,0.00027604707,0.003798441,0.00073903636],"domain_scores_gemma":[0.98269886,0.014191956,0.00040221063,0.00012808728,0.002283325,0.00029553904],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18828167,0.00012241569,0.00031506136,0.0010647611,0.00023452903,0.00015094643,0.0006708654,0.00006723954,0.000084710315],"category_scores_gemma":[0.022811688,0.00009815899,0.00008120365,0.00097369315,0.0008287471,0.00088897476,0.00008323216,0.00087707175,0.0000085214215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027036504,0.0012209344,0.058757577,0.000009515568,0.00030450235,0.00040573653,0.8508578,0.000099040895,0.0069672125,0.0072537935,0.00007377722,0.07134648],"study_design_scores_gemma":[0.0014195837,0.0013185993,0.07370106,0.00015459702,0.00001905497,0.00000780463,0.89531326,0.00004111729,0.006033421,0.0075241285,0.0143021075,0.00016526632],"about_ca_topic_score_codex":0.001517044,"about_ca_topic_score_gemma":0.0050892164,"teacher_disagreement_score":0.16546997,"about_ca_system_score_codex":0.0010362122,"about_ca_system_score_gemma":0.00080816913,"threshold_uncertainty_score":0.9854196},"labels":[],"label_agreement":null},{"id":"W1825913673","doi":"10.19030/cier.v8i2.9142","title":"Engaged in Research/Achieving Balance: A Case Example of Teaching Research to Masters of Social Work Students","year":2015,"lang":"en","type":"article","venue":"Contemporary Issues in Education Research (CIER)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba; University of Calgary; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Balance (ability); Work (physics); Medical education; Research methodology; Psychology; Pedagogy; Teaching method; Mathematics education; Sociology; Engineering; Medicine","score_opus":0.8896419661348984,"score_gpt":0.7486641644695577,"score_spread":0.14097780166534069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1825913673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592637,0.0015991864,0.000014881986,0.0050419024,0.00029656003,0.0024703813,0.0000117514055,0.000024724843,0.031276956],"genre_scores_gemma":[0.9911432,0.000056181598,0.0017176351,0.000029087467,0.00041310056,0.00065716053,0.000008783483,0.00004333032,0.005931511],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8753518,0.11223087,0.0012437528,0.0009391067,0.008080948,0.0021535573],"domain_scores_gemma":[0.98193866,0.012697655,0.00016244929,0.00084120757,0.0033271934,0.001032852],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.3198177,0.00019776307,0.0006311071,0.0040603825,0.0018237111,0.0002889261,0.0021440694,0.00027647876,0.0001299124],"category_scores_gemma":[0.114004605,0.00021544292,0.00007788858,0.009146448,0.0027225204,0.0007766829,0.001239331,0.005214025,0.00006989148],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074011704,0.0023928029,0.29710674,0.00019611476,0.000026402162,0.00022084342,0.63828063,0.000012320282,0.0019519211,0.011537984,0.036292728,0.011241411],"study_design_scores_gemma":[0.0012102807,0.0006708164,0.048727114,0.0009021678,0.0000020484772,0.000002576126,0.7686445,0.000034531517,0.00076418894,0.004696374,0.17405516,0.00029025332],"about_ca_topic_score_codex":0.05417971,"about_ca_topic_score_gemma":0.0033107055,"teacher_disagreement_score":0.24837963,"about_ca_system_score_codex":0.0019006139,"about_ca_system_score_gemma":0.008864297,"threshold_uncertainty_score":0.9999915},"labels":[],"label_agreement":null},{"id":"W1829653288","doi":"10.33524/cjar.v15i3.154","title":"LIVING ACTION RESEARCH IN COURSE DESIGN: CENTERING PARTICIPATORY AND SOCIAL JUSTICE PRINCIPLES AND PRACTICES","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Transformative learning; Participatory action research; Action research; Social justice; Pedagogy; Democracy; Sociology; Action (physics); Citizen journalism; Mathematics education; Psychology; Political science; Social science","score_opus":0.9771304313207329,"score_gpt":0.7642708063136062,"score_spread":0.21285962500712663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1829653288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813306,0.00073835725,0.000107087464,0.015145351,0.00032384825,0.00035144849,0.0000013668605,0.000006348768,0.0019956334],"genre_scores_gemma":[0.9983033,0.00032233447,0.00028575145,0.00003505101,0.00069184566,0.000019906127,9.46173e-8,0.00001377005,0.00032797555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97834724,0.018286841,0.00032028116,0.00018644102,0.0018196468,0.0010395693],"domain_scores_gemma":[0.99168444,0.0052298144,0.00024589864,0.00013340543,0.0014975534,0.0012089115],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1091723,0.000082372186,0.00016927392,0.0007822315,0.003000983,0.0006938503,0.00038341322,0.00013416729,0.000043761927],"category_scores_gemma":[0.018078974,0.00006998755,0.000023516264,0.00085886347,0.001956514,0.0009705867,0.00009736733,0.0018066698,0.000009661406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001977381,0.00050231046,0.19767267,0.00056344806,0.00029331533,0.0010320086,0.57315284,0.0008179721,0.0076393196,0.032381963,0.016324427,0.16764234],"study_design_scores_gemma":[0.0009934261,0.00094857946,0.18718013,0.00043758363,0.00007837166,0.00010025344,0.5245945,0.003443874,0.0007120109,0.005189758,0.27599788,0.0003236454],"about_ca_topic_score_codex":0.056353666,"about_ca_topic_score_gemma":0.39979163,"teacher_disagreement_score":0.34343797,"about_ca_system_score_codex":0.0013901481,"about_ca_system_score_gemma":0.009992028,"threshold_uncertainty_score":0.998297},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1829986343","doi":"10.18357/ijih.101201513271","title":"“Because we have really unique art”: Decolonizing Research with Indigenous Youth Using the Arts","year":2014,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; McGill University; York University; Native Youth Sexual Health Network; McMaster University; University of Toronto","funders":"York University; Ontario HIV Treatment Network","keywords":"Indigenous; The arts; Participatory action research; Oppression; Colonialism; Pride; Photovoice; Sociology; Citizen journalism; Traditional knowledge; Gender studies; Psychology; Political science; Visual arts; Anthropology; Ecology; Art","score_opus":0.682484965044173,"score_gpt":0.6604321526248024,"score_spread":0.022052812419370627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1829986343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736616,0.00045045483,0.013609245,0.0067328564,0.0005393165,0.00072395545,0.000014882837,0.00002718622,0.0042405],"genre_scores_gemma":[0.9913234,0.0008934693,0.0055644214,0.00076342974,0.0010737919,0.00000898132,0.0000027054532,0.00003671528,0.00033307757],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885296,0.0057312073,0.00080266444,0.00024100937,0.003513841,0.0011816627],"domain_scores_gemma":[0.99375623,0.0018433894,0.00083967816,0.00027670432,0.002644218,0.0006397661],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03514706,0.00016322003,0.0003547161,0.0006780642,0.0022259767,0.0003955978,0.0015029068,0.00012262263,0.000047111254],"category_scores_gemma":[0.0024821127,0.00011383107,0.000104021456,0.00049856096,0.00067283463,0.0004110119,0.0001164496,0.0012581429,0.0000206884],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000743725,0.0006013906,0.027391747,0.00003846779,0.00040191313,0.00031315314,0.916894,0.0010250953,0.0003089445,0.008141981,0.00044150584,0.043698046],"study_design_scores_gemma":[0.0062214737,0.012468304,0.03123857,0.0039032288,0.00015909177,0.0012754248,0.39918658,0.0013258453,0.004008743,0.027287161,0.51125336,0.0016722429],"about_ca_topic_score_codex":0.009936745,"about_ca_topic_score_gemma":0.026197173,"teacher_disagreement_score":0.51770747,"about_ca_system_score_codex":0.0023335365,"about_ca_system_score_gemma":0.011290293,"threshold_uncertainty_score":0.99907297},"labels":[],"label_agreement":null},{"id":"W1832454595","doi":"","title":"Intégrer les points de vue des élèves dans les recherches en contexte scolaire : promesses théoriques et écueils pratiques de l’ethnographie visuelle","year":2014,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Ethnography; Proposition; Humanities; Art; Sociology; Philosophy; Anthropology; Epistemology","score_opus":0.3795984386139858,"score_gpt":0.5248029268834664,"score_spread":0.14520448826948062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1832454595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95223725,0.0049654124,0.007090532,0.029448071,0.0017886392,0.00043770974,0.000026974973,0.000022020284,0.0039833905],"genre_scores_gemma":[0.97555006,0.0015457913,0.016943004,0.00062759826,0.0013611407,0.00011220796,0.000013761532,0.00006359766,0.0037828728],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9855027,0.011556195,0.00082739006,0.000378738,0.00021206174,0.001522901],"domain_scores_gemma":[0.9913451,0.0021810266,0.0007843201,0.00036016776,0.0017934624,0.0035358877],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.022065433,0.00032477258,0.00047516436,0.0008036304,0.0012982441,0.00048616814,0.000797064,0.0005405656,0.0004102276],"category_scores_gemma":[0.036864437,0.0003956452,0.00020381816,0.001199524,0.0016651606,0.0012114412,0.000021255559,0.0010483111,0.000007157488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000013451602,0.00018356727,0.08033627,0.00037853446,0.000096990385,0.000012464234,0.79930156,0.0000509532,0.0011952269,0.021689525,0.007059115,0.08968235],"study_design_scores_gemma":[0.0002478914,0.0005268164,0.29196832,0.0028640912,0.00018795824,0.0002792204,0.492123,0.00026100694,0.0024283107,0.073910125,0.13460399,0.0005992377],"about_ca_topic_score_codex":0.5051566,"about_ca_topic_score_gemma":0.97165066,"teacher_disagreement_score":0.46649408,"about_ca_system_score_codex":0.013956117,"about_ca_system_score_gemma":0.054094803,"threshold_uncertainty_score":0.99984956},"labels":[],"label_agreement":null},{"id":"W1850958693","doi":"10.1108/qrj-06-2015-0037","title":"Seen and unseen: using video data in ethnographic fieldwork","year":2015,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep Society; Brock University","funders":"","keywords":"The arts; Originality; Visual arts; Sociology; Context (archaeology); Meaning (existential); Ethnography; Value (mathematics); Psychology; Qualitative research; Social science; Art; Computer science; History","score_opus":0.9822829398313414,"score_gpt":0.8438114514624389,"score_spread":0.13847148836890255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1850958693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97835106,0.003064296,0.0044760425,0.0060361875,0.00016419684,0.0003719701,0.00001550296,0.000019634059,0.00750114],"genre_scores_gemma":[0.98340136,0.00065747113,0.014967422,0.00007625523,0.00046084137,0.000011327456,0.0000022029492,0.000017895312,0.00040524045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9525251,0.04282912,0.0004029509,0.00035376163,0.0027457979,0.0011433206],"domain_scores_gemma":[0.9889522,0.008409594,0.00009697026,0.0003918186,0.00095355575,0.0011958319],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16833778,0.00010431656,0.00024616224,0.0007653109,0.00090055057,0.00040454653,0.0009654401,0.00013469165,0.000096097334],"category_scores_gemma":[0.057303652,0.00009397092,0.000032098524,0.001905425,0.0019851942,0.0011108018,0.0005253404,0.0018171234,0.000019947569],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003740179,0.00022041786,0.039464667,0.000040994648,0.000092224735,0.00033249208,0.9011038,0.000022668779,0.0008545605,0.024488334,0.008631888,0.024373967],"study_design_scores_gemma":[0.0012585439,0.00041199639,0.0036229198,0.00027744513,0.000008427687,0.000017205497,0.78310955,0.001820721,0.000087698805,0.16045466,0.04864072,0.00029011563],"about_ca_topic_score_codex":0.0044556498,"about_ca_topic_score_gemma":0.0023072187,"teacher_disagreement_score":0.13596633,"about_ca_system_score_codex":0.00034181395,"about_ca_system_score_gemma":0.002311051,"threshold_uncertainty_score":0.9506371},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1854434008","doi":"","title":"Participations| Part 2: LABOR","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Business","score_opus":0.853805623735276,"score_gpt":0.7830768386855106,"score_spread":0.07072878504976543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1854434008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9305818,0.0033361034,0.001799005,0.001355062,0.0011150229,0.0007612962,0.000037095757,0.000109503795,0.060905073],"genre_scores_gemma":[0.99271715,0.0029527212,0.00080955133,0.0006235496,0.00069941307,0.00018257948,0.0000037969014,0.000045762667,0.0019654694],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912453,0.004604533,0.00091185636,0.00047596495,0.001783409,0.000978883],"domain_scores_gemma":[0.9946816,0.0023733908,0.0006366433,0.00061438396,0.0007547395,0.0009392282],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015379811,0.00025019824,0.0006838513,0.000577755,0.0010686152,0.0018076294,0.003462497,0.00015389167,0.025128648],"category_scores_gemma":[0.014788374,0.00023750986,0.00018005466,0.001965517,0.0007395557,0.0029000917,0.0007702405,0.00046967992,0.00017862547],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015199876,0.0005367727,0.80781066,0.000055331177,0.00016640923,0.000016399588,0.003661249,0.00012439808,0.02143923,0.01731404,0.088306524,0.060416967],"study_design_scores_gemma":[0.0003671945,0.000016841792,0.46674165,0.0001708985,0.000058906313,5.801875e-7,0.00041655745,0.00019466347,0.011607049,0.025654664,0.4943908,0.00038022912],"about_ca_topic_score_codex":0.0029493065,"about_ca_topic_score_gemma":0.0009089769,"teacher_disagreement_score":0.40608424,"about_ca_system_score_codex":0.00017953907,"about_ca_system_score_gemma":0.00063629827,"threshold_uncertainty_score":0.9992286},"labels":[],"label_agreement":null},{"id":"W1863088542","doi":"10.47678/cjhe.v43i1.184237","title":"Book review - Visualizing social science research: Maps, methods, and meaning","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Meaning (existential); Visualization; Resource (disambiguation); Process (computing); Meaning-making; Sociology; Data science; Computer science; Psychology; Epistemology; Artificial intelligence","score_opus":0.6350323636033154,"score_gpt":0.7056750481080196,"score_spread":0.07064268450470423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863088542","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010319073,0.7793384,0.00018031757,0.06259467,0.0031377496,0.0011253698,0.000002824022,0.000020696749,0.14328086],"genre_scores_gemma":[0.66019917,0.03324633,0.07717952,0.07965352,0.010671805,0.00032675787,0.000005237117,0.00016201938,0.13855566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950015,0.002991569,0.00032499043,0.0001661518,0.00079663575,0.00071913557],"domain_scores_gemma":[0.99605155,0.00043356087,0.00017825248,0.000114125745,0.0017728822,0.0014496051],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019328715,0.000074083655,0.00018710784,0.0006362159,0.0017153128,0.00039953127,0.00047272607,0.000058006484,0.0028217344],"category_scores_gemma":[0.004704091,0.000070943264,0.00004125335,0.001167445,0.0016057004,0.0012550198,0.000027377226,0.0004186931,0.00003732092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001309277,0.000017276641,0.00089432666,0.0000833985,0.000009480147,0.0000030763513,0.009459333,3.807612e-8,0.0013341384,0.04541115,0.88852465,0.054261837],"study_design_scores_gemma":[0.000041117495,0.00003027076,0.0064128335,0.00034884445,0.000011212283,0.0000040472005,0.0017602311,9.1824546e-7,0.00016958013,0.0077526676,0.983391,0.00007730482],"about_ca_topic_score_codex":0.012634498,"about_ca_topic_score_gemma":0.0008167703,"teacher_disagreement_score":0.74609214,"about_ca_system_score_codex":0.0008631036,"about_ca_system_score_gemma":0.014664473,"threshold_uncertainty_score":0.9995843},"labels":[],"label_agreement":null},{"id":"W1863681092","doi":"10.18357/ijcyfs34201211484","title":"YOUNG PEOPLE’S EXPERIENCES IN YOUTH-LED PARTICIPATORY ACTION RESEARCH FOR HIV/AIDS PREVENTION","year":2012,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mario Einaudi Center for International Studies; UNICEF","keywords":"Participatory action research; Youth participation; Qualitative research; Human immunodeficiency virus (HIV); Citizen journalism; Youth engagement; Action research; Psychology; Political science; Gerontology; Sociology; Medicine; Public relations; Pedagogy; Family medicine; Social science","score_opus":0.7217271678774883,"score_gpt":0.6503057928814733,"score_spread":0.07142137499601497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863681092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920154,0.003404098,0.00058105396,0.0010269386,0.0016981239,0.00023604267,0.000012376637,0.000008627143,0.0010173295],"genre_scores_gemma":[0.99670917,0.0013886086,0.00041515488,0.00008073547,0.00124389,0.000056773424,0.0000019210959,0.000008062254,0.00009566867],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99644023,0.0011922707,0.00048024516,0.00014104423,0.0012351117,0.00051107083],"domain_scores_gemma":[0.9978297,0.0006967639,0.00021446668,0.00006310646,0.0009836473,0.00021232577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011274203,0.000101000456,0.00025819935,0.0004159175,0.00041657526,0.000091112306,0.00029100655,0.00006604775,0.000007967395],"category_scores_gemma":[0.004854155,0.00008502556,0.00009899933,0.0002505691,0.0004448154,0.0008310516,0.000095239426,0.00029208846,0.0000021119176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000364624,0.00021044133,0.21348949,0.000010322425,0.0001723561,0.0000018733477,0.77979887,0.000004892315,0.000099180616,0.0014925807,0.00028792024,0.004067452],"study_design_scores_gemma":[0.0008466166,0.00022379986,0.10255436,0.00017289659,0.00003250001,0.0000024162036,0.8934719,0.000018945238,0.00022251945,0.0008955805,0.0014554005,0.00010308136],"about_ca_topic_score_codex":0.00010432807,"about_ca_topic_score_gemma":0.0004068718,"teacher_disagreement_score":0.113673024,"about_ca_system_score_codex":0.00024283039,"about_ca_system_score_gemma":0.000138332,"threshold_uncertainty_score":0.5811227},"labels":[],"label_agreement":null},{"id":"W1870793702","doi":"10.1111/j.1541-0064.2012.00428.x","title":"Moving from research ON, to research WITH and FOR Indigenous communities: A critical reflection on community‐based participatory research","year":2012,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":257,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Indigenous; Participatory action research; Reflexivity; Sociology; General partnership; Public relations; Community development; Citizen journalism; Community-based participatory research; Political science; Social science; Law","score_opus":0.724061715301777,"score_gpt":0.5999292869558829,"score_spread":0.12413242834589411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1870793702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98696065,0.0006753527,0.000024239032,0.004185771,0.00032929124,0.0023018343,0.00040262777,0.00010355701,0.0050166477],"genre_scores_gemma":[0.99443954,0.00020843449,0.0008863166,0.0009931419,0.0005048318,0.0026577655,0.000053084234,0.00010981147,0.00014709191],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96773493,0.022122374,0.0004490863,0.00062276627,0.002603927,0.006466894],"domain_scores_gemma":[0.9573802,0.032114007,0.000050419534,0.0013966716,0.0030198642,0.006038866],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05117709,0.0003939638,0.0005195343,0.014321344,0.020502385,0.00076775096,0.0014415508,0.0004399811,0.000095862284],"category_scores_gemma":[0.011390095,0.0003973114,0.00013145151,0.013563612,0.01533922,0.0005039698,0.00020462873,0.003675157,0.000032094358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020707762,0.0010070038,0.3162181,0.0003569716,0.00035800083,0.000077747325,0.48040277,0.00006556311,0.00021948936,0.15970276,0.021616079,0.017904738],"study_design_scores_gemma":[0.00063848804,0.0047288765,0.06871235,0.00062225864,0.00003269011,0.0000022309307,0.58006555,0.000027481012,0.00028067408,0.008120404,0.3360324,0.0007366352],"about_ca_topic_score_codex":0.95275223,"about_ca_topic_score_gemma":0.99664044,"teacher_disagreement_score":0.3144163,"about_ca_system_score_codex":0.0013423508,"about_ca_system_score_gemma":0.0023455762,"threshold_uncertainty_score":0.9998479},"labels":[],"label_agreement":null},{"id":"W1882357414","doi":"10.1016/j.jaging.2015.08.001","title":"Social participation at the intersection of old age and lifelong disability: Illustrations from a Photo-Novel Project","year":2015,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences","funders":"AGE-WELL","keywords":"Citizen journalism; Narrative; Sociology; Intersection (aeronautics); Participatory action research; Gender studies; Psychology; Political science; Geography","score_opus":0.7689139196020089,"score_gpt":0.6601506039074556,"score_spread":0.10876331569455333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1882357414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996074,0.0004171082,0.00020354004,0.0026100918,0.00021291438,0.00013958289,0.000004276236,0.00000683546,0.000331604],"genre_scores_gemma":[0.9989091,0.000057250498,0.00042643998,0.000036373043,0.00040386303,0.000010925525,2.4646369e-7,0.000003873706,0.00015193055],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981806,0.0007371181,0.0003236222,0.00008365727,0.000513015,0.00016196612],"domain_scores_gemma":[0.9984089,0.0008004122,0.00029361394,0.00005788566,0.0003751098,0.00006404025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041857404,0.00006104959,0.00020538332,0.000035117442,0.00046350795,0.00004406551,0.00009298566,0.000030314892,0.000004606263],"category_scores_gemma":[0.0040605743,0.000040656967,0.00005969768,0.00019400586,0.0011256312,0.00025091582,0.0000828267,0.00014485784,4.3240357e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017948738,0.00027489976,0.15654525,0.000036795456,0.0005382844,0.000009387596,0.82334334,0.00003893067,0.006516054,0.0018809544,0.0032888069,0.0073478404],"study_design_scores_gemma":[0.0017008374,0.0006147644,0.4689877,0.00025447193,0.00041533116,0.0000040908685,0.50416577,0.00032242763,0.0057408432,0.0102907885,0.0072478233,0.00025513623],"about_ca_topic_score_codex":0.0014555021,"about_ca_topic_score_gemma":0.004918989,"teacher_disagreement_score":0.31917754,"about_ca_system_score_codex":0.00036564117,"about_ca_system_score_gemma":0.00018371874,"threshold_uncertainty_score":0.486118},"labels":[],"label_agreement":null},{"id":"W1893486400","doi":"10.1177/1049732316648114","title":"Picture This","year":2016,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Medicine","score_opus":0.9758820378518543,"score_gpt":0.8613575064195009,"score_spread":0.11452453143235342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893486400","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1679927,0.0023379473,0.016853468,0.46401504,0.00068140775,0.0034582834,0.0001254031,0.0004510295,0.34408474],"genre_scores_gemma":[0.903108,0.0010667786,0.006144616,0.0014325997,0.00067950314,0.00040724533,0.0000018184863,0.000042216696,0.08711725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9280108,0.06576334,0.00038984878,0.00046247218,0.0032481137,0.0021254197],"domain_scores_gemma":[0.97754925,0.019577293,0.00008202898,0.00037333326,0.0011809057,0.0012371797],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.11262824,0.000106824205,0.00025846632,0.00036242066,0.0019643917,0.00007748619,0.0005785564,0.00012755391,0.0035705555],"category_scores_gemma":[0.04647927,0.000069927715,0.00006348767,0.0012934286,0.0025976636,0.00031822742,0.00014042245,0.00060158595,0.0023478526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007018012,0.000082742954,0.0004066144,0.000045137276,0.000013481626,0.0000054398743,0.4131919,2.457741e-8,0.00058605324,0.41409525,0.06522651,0.10627663],"study_design_scores_gemma":[0.00035207107,0.0004236688,0.0009390009,0.00010996285,5.8529145e-7,1.5222953e-7,0.09797641,0.0000023338062,0.00036789337,0.062434338,0.8372712,0.00012234437],"about_ca_topic_score_codex":0.0033765938,"about_ca_topic_score_gemma":0.0013502623,"teacher_disagreement_score":0.7720447,"about_ca_system_score_codex":0.0012267522,"about_ca_system_score_gemma":0.003890261,"threshold_uncertainty_score":0.99933493},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1894877077","doi":"10.1007/bf03405414","title":"Within the eyes of the people: using a photonovel as a consciousness-raising health literacy tool with ESL-speaking immigrant women.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Humanities; Political science; Ethnology; Sociology; Art","score_opus":0.2792779028679401,"score_gpt":0.528375634403857,"score_spread":0.24909773153591697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1894877077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929138,0.00024238045,0.0026382017,0.00120804,0.0002416813,0.001591944,0.000005305092,0.00004236633,0.0011162983],"genre_scores_gemma":[0.9975964,0.000008862717,0.0011026489,0.00068780466,0.00011861555,0.0003098246,1.9987874e-7,0.000021849377,0.00015378896],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9951369,0.00152962,0.00050492707,0.00029577175,0.0012205923,0.0013121613],"domain_scores_gemma":[0.9971012,0.001467324,0.00047566654,0.00041151667,0.0002440783,0.00030019833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021577783,0.00015872593,0.00031781936,0.00011096137,0.0012721036,0.0002205294,0.00059987756,0.00006209349,0.00002099274],"category_scores_gemma":[0.0032581524,0.0000889526,0.00007841787,0.0014419819,0.0009783864,0.00035715048,0.00014078099,0.00034421106,0.0000016413051],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005088006,0.00024922984,0.101675965,0.00011630722,0.00015692266,0.000013838768,0.68917537,0.00011792406,0.001312866,0.013751981,0.00001821423,0.1929026],"study_design_scores_gemma":[0.0011805064,0.00011514852,0.9116868,0.0002756328,0.00004681191,0.00002024003,0.07123895,0.0006969153,0.0056630275,0.0028462156,0.0057709715,0.00045880364],"about_ca_topic_score_codex":0.017480325,"about_ca_topic_score_gemma":0.012432457,"teacher_disagreement_score":0.8100108,"about_ca_system_score_codex":0.0006466448,"about_ca_system_score_gemma":0.0013625803,"threshold_uncertainty_score":0.98906237},"labels":[],"label_agreement":null},{"id":"W1895139718","doi":"10.3389/fvets.2015.00046","title":"“The Maasai Need Cows and the Cows Need Maasai,” the Use of a Photovoice Approach to Assess Animal Health Needs","year":2015,"lang":"en","type":"review","venue":"Frontiers in Veterinary Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Cumming School of Medicine, University of Calgary; University of Calgary","keywords":"Maasai; Photovoice; Geography; Socioeconomics; Sociology; Economic growth","score_opus":0.7733499191177231,"score_gpt":0.6093355651259025,"score_spread":0.16401435399182063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1895139718","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034700057,0.9793995,0.0030266347,0.0016818399,0.002025796,0.007149829,0.00006923153,0.000057283145,0.0031198564],"genre_scores_gemma":[0.0016849542,0.96858096,0.026338978,0.0004871306,0.00021297502,0.00093672314,0.0000041396447,0.000057855763,0.0016962538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9829174,0.011215794,0.0010210499,0.00076795055,0.0024700689,0.0016077311],"domain_scores_gemma":[0.99438596,0.0027051275,0.00066521444,0.001155317,0.00033334107,0.00075503596],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.048837993,0.00043983548,0.0016068647,0.00073633366,0.002209215,0.0008965939,0.0041031176,0.0002005105,0.0000035887151],"category_scores_gemma":[0.0075538545,0.00023153856,0.0002217538,0.0073267636,0.011780942,0.0007363561,0.0012215927,0.00094959675,0.000005888623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009660121,0.00030474068,0.00030664736,0.0024822657,0.00013387196,0.000023513914,0.053526692,0.0000342562,0.000032659616,0.016143046,0.031101463,0.89494485],"study_design_scores_gemma":[0.0002947811,0.0004877193,0.00012021273,0.00062626705,0.000042301355,0.00001764292,0.012320419,0.0012717687,3.7842307e-7,0.00011828133,0.98443854,0.00026167455],"about_ca_topic_score_codex":0.0022775128,"about_ca_topic_score_gemma":0.000057688372,"teacher_disagreement_score":0.9533371,"about_ca_system_score_codex":0.0009341973,"about_ca_system_score_gemma":0.0065948977,"threshold_uncertainty_score":0.9990898},"labels":[],"label_agreement":null},{"id":"W1906080638","doi":"10.1111/j.1440-1800.2010.00506.x","title":"Cultivating the power of partnerships in feminist participatory action research in women’s health","year":2010,"lang":"en","type":"review","venue":"Nursing Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Participatory action research; Redress; General partnership; Public relations; Power (physics); Citizen journalism; Sociology; Action (physics); Collective action; Community-based participatory research; Action research; Engineering ethics; Political science; Politics; Pedagogy; Law; Engineering","score_opus":0.9424937791874194,"score_gpt":0.7569795967658678,"score_spread":0.1855141824215516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1906080638","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014305125,0.9755664,0.000011407095,0.0012005088,0.0016836078,0.0019957996,0.0000065904437,0.00004637287,0.005184221],"genre_scores_gemma":[0.06876801,0.92868423,0.00021685477,0.00008869106,0.0007448983,0.0012283715,0.000004048276,0.00007911785,0.00018579495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9677136,0.026526105,0.001270094,0.0005946867,0.0018184611,0.002077072],"domain_scores_gemma":[0.9932077,0.0051365206,0.00049883866,0.0006098186,0.00016427788,0.00038285676],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06812446,0.00025090564,0.0011967828,0.0007802262,0.0006705033,0.00010386973,0.0008496883,0.00057009613,0.00007900477],"category_scores_gemma":[0.00901384,0.00019824314,0.00015080618,0.0026105933,0.0039915554,0.00017374751,0.00009309069,0.003501249,0.0000274612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023385597,0.00024615278,0.00019887245,0.0013126975,0.000007686153,0.000005007295,0.20102805,4.317145e-7,0.0000035661992,0.00290806,0.0005166318,0.79374945],"study_design_scores_gemma":[0.00012315655,0.000107799126,0.00022371733,0.01718885,0.0000073242704,8.193524e-7,0.09293478,0.0000049366054,0.0000045822344,0.00074356626,0.8884857,0.00017475289],"about_ca_topic_score_codex":0.00057991524,"about_ca_topic_score_gemma":0.0010426068,"teacher_disagreement_score":0.8879691,"about_ca_system_score_codex":0.0040980065,"about_ca_system_score_gemma":0.0053072628,"threshold_uncertainty_score":0.9997251},"labels":[],"label_agreement":null},{"id":"W1907593132","doi":"","title":"Representations of Multicultural Dance in Photographic Images","year":2013,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Dance; Multiculturalism; Gender studies; Ethnic group; Sociology; History; Aesthetics; Visual arts; Anthropology; Art","score_opus":0.473570164366593,"score_gpt":0.647005816295894,"score_spread":0.17343565192930105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907593132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94866985,0.00003167126,0.00015150906,0.0005135084,0.00003359487,0.00030923192,9.806766e-7,0.00002357569,0.05026608],"genre_scores_gemma":[0.99100935,0.000031417007,0.0067853807,0.000025859,0.000015631753,0.00009634591,3.6014637e-7,0.0000023829048,0.0020332832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986348,0.00057575176,0.00015460537,0.0001121322,0.00028489096,0.00023782178],"domain_scores_gemma":[0.9992094,0.00040633057,0.00003365985,0.000112340465,0.00014366201,0.0000946316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009283125,0.000037222835,0.00008553748,0.000085319865,0.00008200621,0.000029498666,0.00015975129,0.000029056422,0.0010433029],"category_scores_gemma":[0.0020349934,0.000029995601,0.000032955002,0.0005644343,0.0004364021,0.0003434354,0.000028879582,0.000070052,0.000050566643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011036748,0.0003169643,0.6052838,0.000023143342,0.000019829757,0.0000040758014,0.051568434,0.000035605754,0.30710334,0.021743631,0.0041649775,0.009725145],"study_design_scores_gemma":[0.00027473576,0.000024166387,0.91991043,0.000016666607,0.0000026533173,9.1797475e-8,0.030206133,0.0005835026,0.04495941,0.0027474365,0.0011694536,0.00010529504],"about_ca_topic_score_codex":0.0382867,"about_ca_topic_score_gemma":0.004623416,"teacher_disagreement_score":0.31462663,"about_ca_system_score_codex":0.000021936206,"about_ca_system_score_gemma":0.00005341222,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W1912909712","doi":"10.33524/cjar.v12i3.20","title":"MONTAGE: IMPROVISING IN THE LAND OF ACTION RESEARCH","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Windsor; University of Ottawa","funders":"","keywords":"Improvisation; Action research; Context (archaeology); Construct (python library); Action (physics); Presentation (obstetrics); The arts; Sociology; Computer science; Visual arts; Pedagogy; Art; History","score_opus":0.946396104843236,"score_gpt":0.7723914226803895,"score_spread":0.17400468216284648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912909712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97923815,0.00048854033,0.000030819356,0.008548741,0.0003245302,0.0003549047,0.0000023664438,0.000002251622,0.011009669],"genre_scores_gemma":[0.9984225,0.00013344565,0.0000632688,0.000030288897,0.00080100074,0.000012048063,2.1902459e-7,0.000009508618,0.000527733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.979321,0.016332565,0.00034081275,0.000093640105,0.002677785,0.0012341889],"domain_scores_gemma":[0.9941076,0.0035043976,0.0001259089,0.00026765282,0.0013007211,0.000693711],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12342951,0.00006196615,0.00014574733,0.0010748635,0.0019426373,0.00025312987,0.0009081894,0.00011678916,0.00026370533],"category_scores_gemma":[0.01097031,0.00003894449,0.000066400564,0.0020022509,0.0014728996,0.00067741616,0.000035931793,0.0023168358,0.000028059634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007924645,0.0004142779,0.43446606,0.00014258601,0.00013845335,0.00014906832,0.27133805,0.00014433842,0.030077206,0.028083552,0.027504629,0.20674933],"study_design_scores_gemma":[0.00081204204,0.0007244117,0.4651673,0.00018089113,0.00001997757,0.00005765273,0.1968548,0.00017987455,0.011171247,0.009690595,0.31493714,0.00020407767],"about_ca_topic_score_codex":0.30299005,"about_ca_topic_score_gemma":0.5750739,"teacher_disagreement_score":0.28743252,"about_ca_system_score_codex":0.0012840139,"about_ca_system_score_gemma":0.005305038,"threshold_uncertainty_score":0.99998486},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1952608379","doi":"10.29173/cjs19925","title":"Where is Fort McMurray? The Camera as a Tool for Assembling \"Community\"","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Narrative; Photography; Shadow (psychology); Resource (disambiguation); Visual arts; Computer science; Psychology","score_opus":0.5479159019880407,"score_gpt":0.5981989417762409,"score_spread":0.050283039788200146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1952608379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92344016,0.0007781567,0.00030705362,0.0696235,0.00039907353,0.0004565107,0.0000071942477,0.000005474892,0.0049828696],"genre_scores_gemma":[0.9936274,0.000054177934,0.00040173854,0.0041950746,0.0005135234,0.00004707108,3.616072e-7,0.000012472654,0.0011481487],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99481255,0.0038611114,0.00029981372,0.00006825767,0.00025005336,0.0007082267],"domain_scores_gemma":[0.9949996,0.0034967526,0.00021959009,0.000243905,0.00057845,0.00046171888],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012318404,0.00008951623,0.00021583082,0.00008877713,0.0035044726,0.00015393803,0.0011476746,0.00016254181,0.00088674406],"category_scores_gemma":[0.0055517405,0.00005321268,0.00016594859,0.00014366607,0.001987699,0.00020909322,0.000029511792,0.0009972915,0.000074364645],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005228674,0.000043649048,0.029540727,0.000034024008,0.00048312472,0.000022090098,0.6015591,0.000035396064,0.0010964759,0.15748091,0.174495,0.035157233],"study_design_scores_gemma":[0.0005383295,0.0005550871,0.021288056,0.000053280306,0.00007740117,0.000033036686,0.12495975,0.000100469224,0.0001721904,0.32602888,0.5259576,0.00023589109],"about_ca_topic_score_codex":0.1925127,"about_ca_topic_score_gemma":0.29574126,"teacher_disagreement_score":0.47659934,"about_ca_system_score_codex":0.00039009028,"about_ca_system_score_gemma":0.0046423,"threshold_uncertainty_score":0.99779284},"labels":[],"label_agreement":null},{"id":"W1954452061","doi":"10.7870/cjcmh-2014-022","title":"In Her Own Eyes: Photovoice as an Innovative Methodology to Reach Disadvantaged Single Mothers","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Photovoice; Disadvantaged; Agency (philosophy); Psychology; Population; Developmental psychology; Sociology; Medicine; Environmental health; Social science; Political science; Art; Visual arts","score_opus":0.8127363815976446,"score_gpt":0.685930831947736,"score_spread":0.12680554964990864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1954452061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834514,0.00014176685,0.00015685153,0.010117025,0.00042913968,0.0003517873,0.000017304055,0.000006698687,0.0053280303],"genre_scores_gemma":[0.9883478,0.000011057815,0.0056960504,0.005580562,0.00009245862,0.00000567856,0.0000035015303,0.000018332314,0.0002445292],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9717184,0.026412074,0.0005107283,0.00008869844,0.0004748683,0.00079528365],"domain_scores_gemma":[0.99470836,0.0008616763,0.0002550879,0.00026730614,0.00040962175,0.0034979684],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.032687396,0.00012095573,0.00040089464,0.0006121915,0.0008349111,0.00006180003,0.00081019,0.000087814115,0.00014301091],"category_scores_gemma":[0.00653958,0.00012326118,0.000036086323,0.0012182143,0.00043222966,0.0005755613,0.000045772693,0.0011632238,0.00001847857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00026307482,0.0003272486,0.0092225205,0.000016115735,0.000025377043,0.000042312513,0.97013813,0.000018416762,0.0011524714,0.0035232604,0.0030029009,0.012268189],"study_design_scores_gemma":[0.0014587082,0.0047506327,0.009540339,0.00016552187,0.000004827852,0.00003463196,0.7444451,0.000010923925,0.0017044957,0.011174779,0.2264103,0.00029975653],"about_ca_topic_score_codex":0.5842068,"about_ca_topic_score_gemma":0.83858484,"teacher_disagreement_score":0.254378,"about_ca_system_score_codex":0.00419575,"about_ca_system_score_gemma":0.010334959,"threshold_uncertainty_score":0.999627},"labels":[],"label_agreement":null},{"id":"W1954837135","doi":"10.1177/160940690900800307","title":"Framing Experience: Concept Maps, Mind Maps, and Data Collection in Qualitative Research","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":347,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Data collection; Framing (construction); Data science; Computer science; Qualitative research; Qualitative property; Exploratory research; Perception; Psychology; Sociology; Social science; Engineering","score_opus":0.9662991009309395,"score_gpt":0.854172325848824,"score_spread":0.11212677508211555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1954837135","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5739065,0.0057891724,0.37918925,0.026307955,0.002428213,0.0009330777,0.00013281066,0.000027158825,0.011285908],"genre_scores_gemma":[0.48411208,0.00036547505,0.51421064,0.00021559664,0.00039709316,0.000012713973,0.00001085753,0.000012731501,0.00066278357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92287934,0.07241676,0.0010475694,0.0004297042,0.0026645227,0.00056209083],"domain_scores_gemma":[0.9766669,0.019987565,0.00048382045,0.0002350755,0.0023167518,0.0003098642],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12304388,0.00014790737,0.0004035293,0.0009829685,0.0003385136,0.00024429752,0.0013838903,0.0001375845,0.00015193746],"category_scores_gemma":[0.06915161,0.00013881332,0.000066360626,0.0010639513,0.0015901602,0.0013889413,0.00022559737,0.000939719,0.0000049759356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029084893,0.0001583546,0.0002515324,0.0000032273997,0.000066657005,0.00005179897,0.85622805,0.0000036026604,0.0029104059,0.027236147,0.0014737528,0.11132564],"study_design_scores_gemma":[0.0008978514,0.000444666,0.0016670454,0.00016103098,0.0000079046495,0.000010877132,0.81063414,0.00029717936,0.0030067656,0.1394993,0.04319345,0.00017977848],"about_ca_topic_score_codex":0.00096272887,"about_ca_topic_score_gemma":0.00027165588,"teacher_disagreement_score":0.13502142,"about_ca_system_score_codex":0.00064596627,"about_ca_system_score_gemma":0.00090601685,"threshold_uncertainty_score":0.93868935},"labels":[],"label_agreement":null},{"id":"W1959497415","doi":"10.1111/j.1467-9566.2011.01449.x","title":"Creating the socially marginalised youth smoker: the role of tobacco control","year":2012,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Toronto; York University; Université de Montréal","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Tobacco control; Social control; Social class; Inequality; Reductionism; Social inequality; Sociology; Psychology; Public health; Medicine; Political science; Social science","score_opus":0.329220049718664,"score_gpt":0.5699120466538893,"score_spread":0.2406919969352253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959497415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97428435,0.0067026173,0.00027108603,0.010167017,0.00039202406,0.0007041659,0.000034045148,0.000028180939,0.0074164914],"genre_scores_gemma":[0.9984738,0.000117844356,0.0001323966,0.00076218916,0.00037142716,0.00007061005,0.0000018744194,0.000012107683,0.000057745587],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.985899,0.011853999,0.00053998834,0.00015355634,0.0005327944,0.0010206875],"domain_scores_gemma":[0.9948355,0.003916058,0.00057251216,0.0002778103,0.00022488188,0.00017325874],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.027143382,0.00011565932,0.00047175336,0.00003769476,0.0020911146,0.0000088263305,0.0006171395,0.0001861784,0.000121455334],"category_scores_gemma":[0.003619674,0.000070784714,0.00014319971,0.0002052417,0.005064604,0.00011878483,0.0000606557,0.0003864018,0.000008432827],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006209882,0.000092865295,0.3206735,0.000023399782,0.00006898518,8.682135e-8,0.48888004,0.0000031458817,0.00024630092,0.1692966,0.0000964038,0.020556575],"study_design_scores_gemma":[0.0007192993,0.00016801026,0.22354876,0.00003517257,0.000058382688,3.424575e-7,0.73727334,0.000013816801,0.00045959768,0.021039417,0.016504318,0.00017953126],"about_ca_topic_score_codex":0.007740294,"about_ca_topic_score_gemma":0.0003404478,"teacher_disagreement_score":0.24839333,"about_ca_system_score_codex":0.00015352332,"about_ca_system_score_gemma":0.0016543767,"threshold_uncertainty_score":0.99920803},"labels":[],"label_agreement":null},{"id":"W1963912230","doi":"10.1080/13549839.2012.748733","title":"A picture of change: using photovoice to explore social and environmental change in coastal communities on the Andaman Coast of Thailand","year":2013,"lang":"en","type":"article","venue":"Local Environment","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Photovoice; Environmental change; Climate change; Emotive; Social change; Environmental resource management; Geography; Perception; Resource (disambiguation); Adaptive capacity; Environmental planning; Sociology; Ecology; Political science; Psychology; Economic growth; Environmental science","score_opus":0.6946982295400481,"score_gpt":0.521707050690232,"score_spread":0.17299117884981607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963912230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99824935,0.00005473896,0.00013134618,0.0005461454,0.000020985226,0.0008260766,0.00004327699,0.000004029738,0.0001240658],"genre_scores_gemma":[0.9991525,0.0000846679,0.00010054589,0.00032662114,0.00006512463,0.0002385904,0.0000036792542,0.000011055055,0.000017217979],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99802023,0.00082724355,0.00018730047,0.00012552514,0.00052927545,0.00031042332],"domain_scores_gemma":[0.99938923,0.0002659371,0.000074304466,0.0001475689,0.0000044179333,0.00011856321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084014045,0.00011489814,0.00020743407,0.00006162306,0.0002221691,0.0000154637,0.00018966325,0.00007560442,0.00040270094],"category_scores_gemma":[0.000030255846,0.00008855373,0.000034816156,0.000078702324,0.0011477569,0.00012400674,0.00022607647,0.0001773378,0.000006783353],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000181029,0.00065669796,0.14877306,0.000053646418,0.000038553117,0.0000049833984,0.8026963,0.00010143043,0.023770107,0.0006107906,0.00006119321,0.023052221],"study_design_scores_gemma":[0.0009430387,0.00071256835,0.45906153,0.00013760834,0.00002405839,7.522193e-7,0.5210784,0.0035945307,0.010373558,0.00028954845,0.0034622806,0.00032209812],"about_ca_topic_score_codex":0.014315766,"about_ca_topic_score_gemma":0.002906412,"teacher_disagreement_score":0.3102885,"about_ca_system_score_codex":0.00011706361,"about_ca_system_score_gemma":0.00001422674,"threshold_uncertainty_score":0.992248},"labels":[],"label_agreement":null},{"id":"W1965001125","doi":"10.1353/cpr.0.0015","title":"Photovoice in a Toronto Community Partnership: Exploring the Social Determinants of Health With Homeless People","year":2008,"lang":"en","type":"article","venue":"Progress in community health partnerships","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Ontario Arts Council; York University","keywords":"Photovoice; Social justice; General partnership; Citizen journalism; Participatory action research; Public relations; Sociology; Public health; Media studies; Political science; Nursing; Medicine; Economic growth; Social science","score_opus":0.8107000767059467,"score_gpt":0.6448150876697585,"score_spread":0.1658849890361882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965001125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99257666,0.0021136182,0.000015251221,0.0022756576,0.00008322479,0.0014137086,0.000007798938,0.00008256172,0.0014315153],"genre_scores_gemma":[0.99739844,0.0007775968,0.0004048966,0.00032662295,0.00006108149,0.00096074794,0.000006284525,0.000037449285,0.000026866524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.92051595,0.074919365,0.0011739742,0.0002639879,0.0012642795,0.0018624415],"domain_scores_gemma":[0.99281675,0.004842849,0.0006557125,0.0010225958,0.00020633687,0.00045575225],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.05110306,0.00029445114,0.0011070048,0.00018318192,0.0063183093,0.000056538818,0.0017965042,0.00013742919,0.000024565814],"category_scores_gemma":[0.001696125,0.00024892078,0.00008707201,0.0014766385,0.0025899708,0.00067461364,0.00043065794,0.0028808923,0.0000034374937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017262656,0.00084433134,0.5682107,0.00039330227,0.000007790221,0.0000044296485,0.41393688,0.00000181088,3.927715e-7,0.00078997615,0.0000318945,0.015605853],"study_design_scores_gemma":[0.0009867183,0.00059540995,0.69278014,0.00049376074,0.0000032292944,0.0000031148477,0.3032032,0.000075303586,0.00005020202,0.00017559224,0.0013984063,0.00023493556],"about_ca_topic_score_codex":0.35669503,"about_ca_topic_score_gemma":0.9428704,"teacher_disagreement_score":0.5861753,"about_ca_system_score_codex":0.0023214128,"about_ca_system_score_gemma":0.0032462582,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W1966332451","doi":"10.1177/1468794112455037","title":"Doing participatory qualitative research: development of a shared critical consciousness with racial minority research advisory group members","year":2012,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber Polytechnic; Association of Local Public Health Agencies; York University","funders":"Wilfrid Laurier University","keywords":"Dialogical self; Critical consciousness; Sociology; General partnership; Participatory action research; Public relations; Qualitative research; Community-based participatory research; Consciousness; Community development; Photovoice; Psychology; Social psychology; Political science; Social science; Pedagogy; Economic growth","score_opus":0.9089431206035483,"score_gpt":0.7810056252157593,"score_spread":0.12793749538778898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966332451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93362784,0.0019638496,0.0029611338,0.0019521775,0.00024490713,0.0028425953,0.000097353746,0.00012895554,0.056181185],"genre_scores_gemma":[0.9546151,0.0000491109,0.04141132,0.00002523717,0.0005236027,0.0019461852,0.00001545383,0.000078467114,0.0013355252],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7315404,0.24131072,0.0015415427,0.001327678,0.017026814,0.007252865],"domain_scores_gemma":[0.8437418,0.1386657,0.00022538345,0.0010357704,0.01322092,0.0031104456],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.4363225,0.00042239678,0.0009875007,0.0023903786,0.006154246,0.00035654407,0.0017154688,0.00047926544,0.0012719829],"category_scores_gemma":[0.12317804,0.00038431303,0.00016802871,0.0070307804,0.028380528,0.0017997664,0.0011257413,0.0043945247,0.0005167119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001081713,0.0012261986,0.0015286567,0.00042792203,0.00014018932,0.000025538306,0.7451068,6.6525956e-7,0.0032757602,0.2416377,0.0018606372,0.0036881692],"study_design_scores_gemma":[0.00093861425,0.0009283208,0.0019873825,0.00043487837,0.000015482889,9.54227e-7,0.90921617,0.000028180899,0.0044873846,0.010565848,0.07087572,0.00052109244],"about_ca_topic_score_codex":0.005962985,"about_ca_topic_score_gemma":0.007723076,"teacher_disagreement_score":0.31314448,"about_ca_system_score_codex":0.0024485798,"about_ca_system_score_gemma":0.0073608668,"threshold_uncertainty_score":0.9998609},"labels":[],"label_agreement":null},{"id":"W1966359195","doi":"10.1111/gere.12019","title":"Staging Testimony in Nanay","year":2013,"lang":"en","type":"article","venue":"Geographical Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council","keywords":"Testimonial; Commodification; Reading (process); Immigration; Media studies; Sociology; Ethnic group; Gender studies; Visual arts; History; Political science; Law; Advertising; Art; Anthropology","score_opus":0.5103262951450449,"score_gpt":0.6431767913866848,"score_spread":0.13285049624163991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966359195","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30110204,0.37569064,0.0009770797,0.08107459,0.0005000525,0.0071023265,0.000006124538,0.00056223955,0.2329849],"genre_scores_gemma":[0.81005704,0.17730033,0.004715029,0.006200127,0.00014176709,0.0008996179,0.0000021502963,0.000025753317,0.0006581854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963582,0.0017563254,0.00031765897,0.0002508572,0.00062761595,0.00068935525],"domain_scores_gemma":[0.99840987,0.0007657433,0.000049701255,0.00024145584,0.00012135124,0.0004118596],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006059302,0.000096630865,0.00029068382,0.00013897967,0.00017420924,0.00006763493,0.00036155054,0.000067390174,0.0022668447],"category_scores_gemma":[0.009189059,0.00008143624,0.00011092806,0.0017822859,0.00043473265,0.0002451835,0.00007486462,0.00031853362,0.0005474565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023413738,0.0001766046,0.25613916,0.00082844746,0.0000165178,0.000022045695,0.00058046705,7.030978e-7,0.00012178097,0.055274855,0.008735989,0.67810106],"study_design_scores_gemma":[0.00018259225,0.0000509854,0.22126639,0.0030523427,0.000020012163,4.221484e-7,0.00018998738,0.00009315086,0.000011247368,0.021345938,0.75347406,0.00031287936],"about_ca_topic_score_codex":0.004091681,"about_ca_topic_score_gemma":0.0005397388,"teacher_disagreement_score":0.74473804,"about_ca_system_score_codex":0.000045626424,"about_ca_system_score_gemma":0.00015163318,"threshold_uncertainty_score":0.99915695},"labels":[],"label_agreement":null},{"id":"W1966416685","doi":"10.3200/jaml.38.1.19-36","title":"Using Narrative Inquiry to Explore the Impact of Art on Individuals","year":2008,"lang":"en","type":"article","venue":"The Journal of Arts Management Law and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Narrative; Scope (computer science); The arts; Narrative inquiry; Sociology; Arts administration; Aesthetics; Psychology; Visual arts; Arts in education; Art; Literature","score_opus":0.7584597297088216,"score_gpt":0.6292526179032684,"score_spread":0.12920711180555322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966416685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98581487,0.000056593566,0.0007464254,0.001172112,0.00008003293,0.0002409992,7.874859e-7,0.0000040461514,0.011884159],"genre_scores_gemma":[0.9975483,0.0004217487,0.00090679975,0.00070202217,0.00015707135,0.0000021893873,7.4057326e-8,0.000005567169,0.0002562522],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978529,0.00090146053,0.00023348327,0.00006580426,0.0007017137,0.0002445932],"domain_scores_gemma":[0.9990069,0.00041105604,0.00020243383,0.00013521867,0.0001135413,0.0001308285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006428368,0.00007991205,0.00016786359,0.000029153312,0.0010228064,0.000035761786,0.00029999256,0.000028224867,0.000044655157],"category_scores_gemma":[0.000120598546,0.00004021144,0.00016911776,0.00021964786,0.0009067021,0.0001902634,0.0001089035,0.00018429798,0.0000027427939],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069666225,0.000116546835,0.0008551272,0.000009092161,0.00041393243,0.0000068363806,0.9445971,0.0013641488,0.00028564682,0.021518953,0.03038651,0.00037640345],"study_design_scores_gemma":[0.0011134155,0.0016607018,0.05237484,0.00025059973,0.00021065181,0.000014092858,0.87664133,0.00028735105,0.00092370476,0.008905824,0.057316866,0.00030061565],"about_ca_topic_score_codex":0.00012317774,"about_ca_topic_score_gemma":0.000007953912,"teacher_disagreement_score":0.0679558,"about_ca_system_score_codex":0.00009535866,"about_ca_system_score_gemma":0.000081516395,"threshold_uncertainty_score":0.7866704},"labels":[],"label_agreement":null},{"id":"W1966466089","doi":"10.1016/j.healthplace.2013.02.004","title":"“It is just not part of the culture here”: Young adults' photo-narratives about smoking, quitting, and healthy lifestyles in Vancouver, Canada","year":2013,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Institute of Gender and Health; Health Canada; Ministry of Health, British Columbia","keywords":"Narrative; Context (archaeology); Gender studies; Smoking cessation; Young adult; Visual culture; Psychology; Gerontology; Sociology; Medicine; Geography; Art; Anthropology","score_opus":0.1869420966165477,"score_gpt":0.5118439260937757,"score_spread":0.324901829477228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966466089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705357,0.0019225507,0.000006707984,0.019505689,0.0010399133,0.0013524864,0.00004255792,0.000026409643,0.0055680093],"genre_scores_gemma":[0.98226166,0.0010629104,0.0003699316,0.012314555,0.00017201973,0.00014829102,0.0000011959114,0.000018134237,0.0036512993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99446505,0.0026419323,0.0005670085,0.00037611893,0.0009873027,0.00096256443],"domain_scores_gemma":[0.9979842,0.00058266864,0.000385087,0.00028580078,0.00020061515,0.0005616371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037335851,0.00017515529,0.00037512858,0.000048966616,0.00085297204,0.00005196958,0.000378708,0.00013121207,0.00025013078],"category_scores_gemma":[0.0018505661,0.00013377606,0.00004105922,0.00047374985,0.00044833918,0.00023099696,0.00010593298,0.00053482794,0.0000032424186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008932548,0.00008800431,0.23260584,0.0004035082,0.000015439145,0.0000031006202,0.33729166,0.0000058129576,0.00002826019,0.00033307666,0.426678,0.002457967],"study_design_scores_gemma":[0.001018531,0.0002662195,0.10346223,0.0008264786,0.0000058858463,0.0000013559721,0.2426647,0.00025325696,0.00026954102,0.000099494944,0.6508172,0.00031512295],"about_ca_topic_score_codex":0.9074337,"about_ca_topic_score_gemma":0.99009645,"teacher_disagreement_score":0.22413917,"about_ca_system_score_codex":0.0006746956,"about_ca_system_score_gemma":0.0057882117,"threshold_uncertainty_score":0.99984807},"labels":[],"label_agreement":null},{"id":"W1966834668","doi":"10.1177/1476750307081018","title":"Teaching participatory research through reflexivity and relationship","year":2007,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Participatory action research; Reflexivity; General partnership; Citizen journalism; Sociology; Action research; Pedagogy; Composition (language); Political science; Social science; Law; Anthropology","score_opus":0.9801038073816208,"score_gpt":0.8295137510061088,"score_spread":0.15059005637551204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966834668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81987315,0.00020505566,0.001693259,0.005063648,0.00017182209,0.00055472,0.0000013345361,0.00012290143,0.17231409],"genre_scores_gemma":[0.9876521,0.000112360314,0.0020322653,0.00007730663,0.0006194271,0.000089477384,0.0000011525851,0.000023574255,0.009392319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96940655,0.022882678,0.00038465613,0.0006048025,0.004243715,0.0024776205],"domain_scores_gemma":[0.9804117,0.01711801,0.0000496775,0.00046673967,0.00095313095,0.001000731],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.21215111,0.00010536614,0.0001625392,0.0006565745,0.0061958074,0.00027593097,0.00040479575,0.0002688782,0.0002383978],"category_scores_gemma":[0.06900986,0.00010793155,0.00004381768,0.0017075539,0.0028919678,0.0009981939,0.0002977105,0.003278694,0.00033107316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030659916,0.00032585041,0.11780642,0.00007064048,0.000027567672,0.000053376083,0.058383223,0.0000022275826,0.009524265,0.7244745,0.009969475,0.07905587],"study_design_scores_gemma":[0.00033490962,0.00024870652,0.118043005,0.000051728723,0.0000054137668,0.0000023095301,0.05242443,0.00010380008,0.0040527186,0.09630203,0.72821164,0.0002192995],"about_ca_topic_score_codex":0.013189538,"about_ca_topic_score_gemma":0.0067008496,"teacher_disagreement_score":0.71824217,"about_ca_system_score_codex":0.0009454603,"about_ca_system_score_gemma":0.0010714455,"threshold_uncertainty_score":0.9998216},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1967675286","doi":"10.4000/communication.3671","title":"Les médias, l’autre et moi","year":2012,"lang":"fr","type":"article","venue":"Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art","score_opus":0.8837440536320038,"score_gpt":0.7176767783735056,"score_spread":0.16606727525849818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967675286","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1945976,0.29125538,0.002042726,0.05609427,0.0009063209,0.0004700748,0.000016936132,0.00014144309,0.45447522],"genre_scores_gemma":[0.95159054,0.01577938,0.009182852,0.00035303363,0.00022282368,0.00005953047,0.000013483821,0.00001929061,0.02277905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898124,0.008835856,0.00022654745,0.00011688455,0.00040464062,0.0006037071],"domain_scores_gemma":[0.997031,0.0014997686,0.00011982144,0.0008760395,0.00013062656,0.00034278765],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008561524,0.00011109759,0.00014744971,0.000053579988,0.00064673653,0.00007032353,0.00079393026,0.00018989027,0.002077794],"category_scores_gemma":[0.0018955838,0.00012424271,0.00007104037,0.00044340678,0.000982048,0.0008614111,0.00033372338,0.00046919583,0.000928525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007333505,0.00042606547,0.020210236,0.000027868939,0.000024895078,2.3758825e-7,0.021226645,0.0000060380967,0.00041270323,0.5771301,0.016803462,0.36372444],"study_design_scores_gemma":[0.00010557421,0.000023251918,0.052114464,0.00007140187,0.000023300092,5.533881e-7,0.0027077657,0.00031216047,0.0004617008,0.0039758845,0.94006413,0.00013982672],"about_ca_topic_score_codex":0.0048730527,"about_ca_topic_score_gemma":0.0005056209,"teacher_disagreement_score":0.9232606,"about_ca_system_score_codex":0.00031028787,"about_ca_system_score_gemma":0.00016475057,"threshold_uncertainty_score":0.9998494},"labels":[],"label_agreement":null},{"id":"W1967990801","doi":"10.1177/1077800402250957","title":"Performing on and off the Stage: The Place(s) of Performance in Arts-Based Approaches to Qualitative Inquiry","year":2003,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Immediacy; Drama; The arts; Event (particle physics); Focus (optics); Sociology; Qualitative research; Everyday life; Visual arts; Pedagogy; Performing arts; Psychology; Aesthetics; Art; Epistemology; Social science","score_opus":0.9079121118095779,"score_gpt":0.6789855199005432,"score_spread":0.22892659190903464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967990801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749346,0.00023794593,0.0019367828,0.0025896027,0.00017301294,0.00092849875,0.000011096858,0.00001913566,0.0066104713],"genre_scores_gemma":[0.9967325,0.000027268201,0.0018075447,0.0005092875,0.00008290811,0.00030358587,0.0000012877292,0.00001939604,0.0005162296],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9773479,0.019935992,0.0005369312,0.00040930815,0.0010966301,0.00067325146],"domain_scores_gemma":[0.9828405,0.016238302,0.00020763376,0.0003697668,0.00015653986,0.00018729342],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.043933325,0.00021392205,0.0003452434,0.00021317399,0.0006956025,0.00006664028,0.00043689128,0.00010125559,0.00006940633],"category_scores_gemma":[0.015042026,0.00013500043,0.00006710017,0.0010222336,0.003591983,0.00030427432,0.000070674774,0.00048948824,0.00002601504],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001781177,0.00009458774,0.0011399105,0.0000485443,0.000018706352,9.80413e-7,0.8236243,0.00044678422,0.000074521195,0.17098083,0.000080067875,0.003312658],"study_design_scores_gemma":[0.00044111878,0.00052066013,0.0045437943,0.00011149941,0.000007863548,1.3739887e-7,0.97511375,0.0005466267,0.0030095954,0.0021298549,0.01336485,0.00021027568],"about_ca_topic_score_codex":0.00019214184,"about_ca_topic_score_gemma":0.0004122083,"teacher_disagreement_score":0.16885097,"about_ca_system_score_codex":0.00022691781,"about_ca_system_score_gemma":0.00057720364,"threshold_uncertainty_score":0.9991197},"labels":[],"label_agreement":null},{"id":"W1968399577","doi":"10.1108/13522751311289721","title":"Visual and projective methods in Asian research","year":2013,"lang":"en","type":"article","venue":"Qualitative Market Research An International Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Projective test; Data collection; Strengths and weaknesses; Context (archaeology); Qualitative research; Originality; Computer science; Data science; Visual research; Qualitative property; Research design; Management science; Psychology; Sociology; Geography; Social science; Social psychology; Engineering; Visual arts","score_opus":0.8665696201697611,"score_gpt":0.8354279366502402,"score_spread":0.031141683519520957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968399577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74235284,0.00024723817,0.0044041853,0.013808148,0.00047882274,0.001660856,0.0000130208355,0.0000428797,0.23699199],"genre_scores_gemma":[0.92179954,0.00067967,0.06847921,0.00010604137,0.001206381,0.00058868906,0.000003874528,0.000045378252,0.007091228],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.86038077,0.13158359,0.00060062465,0.0005547551,0.0052474863,0.001632745],"domain_scores_gemma":[0.9738317,0.016974647,0.00012799675,0.00021175537,0.0076283165,0.0012255867],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.20458928,0.00016592785,0.0002824288,0.002564786,0.0013634185,0.0017552944,0.0013454963,0.00017143606,0.0042944155],"category_scores_gemma":[0.07248375,0.00015076106,0.00007221948,0.0016225487,0.0033790185,0.0025547796,0.0004802793,0.003079866,0.00012265322],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076692225,0.00077782135,0.010782036,0.000018004748,0.00017730007,0.00018330621,0.4814516,6.906796e-7,0.00399857,0.07747973,0.008594008,0.41577002],"study_design_scores_gemma":[0.0009135925,0.0009680089,0.096285805,0.00013221972,0.0000020519485,0.00002026979,0.6040082,0.0012022768,0.00042084383,0.26514468,0.030636756,0.00026529795],"about_ca_topic_score_codex":0.008750304,"about_ca_topic_score_gemma":0.0017416767,"teacher_disagreement_score":0.41550472,"about_ca_system_score_codex":0.0016593009,"about_ca_system_score_gemma":0.0020497723,"threshold_uncertainty_score":0.9999367},"labels":[],"label_agreement":null},{"id":"W1969359231","doi":"10.1109/mmul.2010.65","title":"The Not So Newlywed Game","year":2010,"lang":"en","type":"article","venue":"IEEE Multimedia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Computer science; Metadata; Timestamp; Geotagging; World Wide Web; Information retrieval; Multimedia","score_opus":0.47052741091462696,"score_gpt":0.6228835281987649,"score_spread":0.15235611728413795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969359231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96486735,0.000049184866,0.00036886812,0.005177276,0.0052079293,0.00047856406,0.0000069776547,0.00018810043,0.02365572],"genre_scores_gemma":[0.98926044,0.000038336642,0.0036985904,0.00027414,0.001340091,0.000069218666,4.855504e-7,0.000015864282,0.005302863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973313,0.00078582147,0.00017434508,0.00020361537,0.00079279713,0.0007121211],"domain_scores_gemma":[0.9960184,0.0029985378,0.00005639655,0.00035358864,0.00014318917,0.00042989396],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0051252646,0.00009326346,0.00011559084,0.000039273455,0.0009936981,0.00023893673,0.00063712656,0.00012996749,0.00047131215],"category_scores_gemma":[0.009510025,0.000066091336,0.000070692826,0.00023873488,0.0016682018,0.00014904623,0.000043865508,0.000529768,0.001040267],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101553276,0.0001410159,0.0050051957,0.00000562617,0.00004211174,0.000025706378,0.046153195,0.0000048748943,0.33701977,0.012453723,0.016041536,0.58300567],"study_design_scores_gemma":[0.0003223452,0.000023950219,0.010366996,0.0000036165616,0.0000070765,3.4111486e-7,0.00075580855,0.002798358,0.026575552,0.0010818096,0.9579135,0.00015060409],"about_ca_topic_score_codex":0.0014287226,"about_ca_topic_score_gemma":0.0071207318,"teacher_disagreement_score":0.941872,"about_ca_system_score_codex":0.000044548415,"about_ca_system_score_gemma":0.0005255042,"threshold_uncertainty_score":0.99973756},"labels":[],"label_agreement":null},{"id":"W1971189507","doi":"10.1177/1077800411401200","title":"The Experience of Engaging With Research-Based Drama: Evaluation and Explication of Synergy and Transformation","year":2011,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; York University","funders":"","keywords":"Drama; Explication; Feeling; Embodied cognition; Psychology; Perspective (graphical); Aesthetics; Sociology; Social psychology; Epistemology; Visual arts; Art","score_opus":0.9009426916178515,"score_gpt":0.7316393082346584,"score_spread":0.16930338338319306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971189507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98194677,0.00023482232,0.014866421,0.0002777068,0.000018452456,0.00040931653,0.0000014977766,0.000007277351,0.002237716],"genre_scores_gemma":[0.99758494,0.000053027958,0.0021378172,0.000006877066,0.000011967528,0.0001896825,8.224385e-7,0.0000039959514,0.0000108540025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98948574,0.009036987,0.00023402803,0.00013487523,0.0009100206,0.0001983622],"domain_scores_gemma":[0.995361,0.0035148927,0.00011931497,0.00012333029,0.00080944336,0.000072044415],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.027098894,0.00004859642,0.00009606964,0.00009664501,0.0004746963,0.00001986693,0.000113887065,0.00003453309,0.000014778234],"category_scores_gemma":[0.0047526103,0.00003417556,0.00001118416,0.00036595966,0.004821223,0.0003537241,0.000015256401,0.0001034213,4.4335607e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010557393,0.000024680161,0.00034951142,0.000022443446,0.000006549424,6.1597724e-8,0.86963874,0.0000016290157,0.0034062185,0.10761251,0.000003472211,0.0188286],"study_design_scores_gemma":[0.00030117627,0.0002833382,0.008576916,0.00006449159,0.000007728733,6.919021e-8,0.9336165,0.0012232709,0.03808021,0.017576305,0.00021305961,0.00005691721],"about_ca_topic_score_codex":0.0010329395,"about_ca_topic_score_gemma":0.00026968835,"teacher_disagreement_score":0.090036206,"about_ca_system_score_codex":0.000048952374,"about_ca_system_score_gemma":0.0002517088,"threshold_uncertainty_score":0.9978871},"labels":[],"label_agreement":null},{"id":"W1971754092","doi":"10.1016/j.sbspro.2011.10.208","title":"Relational research and the use of photography in understanding substance use among adolescent girls","year":2011,"lang":"en","type":"article","venue":"Procedia - Social and Behavioral Sciences","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psyche; Context (archaeology); Psychology; Substance use; Sociocultural evolution; Identity (music); Adolescent development; The arts; Developmental psychology; Social psychology; Sociology; Aesthetics; Clinical psychology; Art; Psychoanalysis; Visual arts","score_opus":0.9665175130654292,"score_gpt":0.6470915749795447,"score_spread":0.3194259380858845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971754092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99876165,0.000097051285,0.0000707378,0.0002176323,0.00005249045,0.00043788736,0.000004960244,0.000012284345,0.00034533112],"genre_scores_gemma":[0.9989969,0.00013843621,0.00072616857,0.000014598195,0.000037862657,0.000044931,2.61638e-7,0.00000381869,0.000036984497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970241,0.00094126083,0.00022430466,0.00027463303,0.0010359158,0.000499788],"domain_scores_gemma":[0.9987879,0.00077602704,0.000088809065,0.00005108905,0.00015933678,0.00013687827],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007009071,0.000079975725,0.0001622154,0.0002052125,0.0014895275,0.00020216269,0.00021541497,0.000088891975,0.0000254994],"category_scores_gemma":[0.0006543718,0.000056487555,0.000035519457,0.0014849768,0.01380108,0.0010162385,0.0000811071,0.00028083686,4.3355948e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007635353,0.00009846378,0.8606755,0.000006791973,0.0000016582496,0.0000017491884,0.04805212,1.2854011e-7,0.00008419512,0.09040797,0.000024271227,0.00057076954],"study_design_scores_gemma":[0.00037965772,0.00009802581,0.95515496,0.00004850493,0.000009009907,2.1800467e-7,0.01752571,0.000050471208,0.00012447972,0.026348976,0.00015426688,0.00010569736],"about_ca_topic_score_codex":0.015308672,"about_ca_topic_score_gemma":0.01831688,"teacher_disagreement_score":0.09447945,"about_ca_system_score_codex":0.00008084984,"about_ca_system_score_gemma":0.00020768147,"threshold_uncertainty_score":0.9998104},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.9619735185795929,"score_gpt":0.7695658100278313,"score_spread":0.1924077085517616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975266931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98239857,0.00023711855,0.0011212619,0.004285438,0.00050561107,0.00021813142,0.0000024038711,0.000013251172,0.011218194],"genre_scores_gemma":[0.98540825,0.0011298347,0.012595503,0.000035631474,0.00048000005,0.000030470077,0.0000011461088,0.000011710653,0.00030743395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95129734,0.044719778,0.00041864632,0.00012904416,0.002742638,0.00069254934],"domain_scores_gemma":[0.9876391,0.009111187,0.00011369758,0.00027320773,0.0022576782,0.0006051124],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.20964757,0.00009297523,0.00018878908,0.0007788913,0.003017812,0.00048438236,0.0010747828,0.000117692114,0.0002012734],"category_scores_gemma":[0.02213947,0.000082925915,0.000047913632,0.00039220962,0.002742536,0.00055058685,0.0008420517,0.0068893447,0.000008531571],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066440884,0.0012454619,0.010581252,0.00006884625,0.0003763631,0.000042604795,0.12404901,0.0000075624425,0.05713889,0.11707476,0.0033444078,0.68540645],"study_design_scores_gemma":[0.0015473767,0.0014237431,0.052278183,0.00012016891,0.000021808639,0.000038376344,0.25188643,0.0003517824,0.025155898,0.20217466,0.46471933,0.00028223553],"about_ca_topic_score_codex":0.0010626077,"about_ca_topic_score_gemma":0.0011223245,"teacher_disagreement_score":0.6851242,"about_ca_system_score_codex":0.00019996522,"about_ca_system_score_gemma":0.0005273763,"threshold_uncertainty_score":0.99997145},"labels":[],"label_agreement":null},{"id":"W1975630348","doi":"10.1002/nur.20269","title":"Analyzing participant produced photographs from an ethnographic study of fatherhood and smoking","year":2008,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ethnography; Narrative; Participant observation; Space (punctuation); Visual methods; Sociology; Psychology; Social psychology; Anthropology; Computer science; Art; Cognitive science","score_opus":0.8256134254443313,"score_gpt":0.7165339755767962,"score_spread":0.10907944986753504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975630348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99561924,0.0015295354,0.00004228268,0.0009694673,0.000086470944,0.0013291064,0.0000043303194,0.0000516723,0.00036791744],"genre_scores_gemma":[0.9983591,0.0007268483,0.00065077224,0.000020441743,0.00011001451,0.00010006666,0.0000016889983,0.000024779145,0.0000063338503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9785728,0.016203966,0.00065905985,0.0007196427,0.0020678616,0.0017767104],"domain_scores_gemma":[0.99668807,0.0014290295,0.00014752796,0.0005358571,0.00030133603,0.0008982089],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03051788,0.00014603406,0.0005065561,0.001231435,0.0016404093,0.00007255325,0.00044905613,0.000107058135,0.000019439654],"category_scores_gemma":[0.002077917,0.00014703462,0.00004513535,0.00365764,0.001818057,0.0003409119,0.00007424404,0.00097372313,0.0000011637883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012308676,0.0021791954,0.5617706,0.000032651755,0.000027444501,0.000024579414,0.38689068,0.0000079251395,0.0012748293,0.0004146736,0.000018860139,0.04723546],"study_design_scores_gemma":[0.0015152908,0.003035318,0.75651914,0.00091233285,0.000015092621,0.0000012802823,0.22850658,0.0007784839,0.0007970533,0.0075375917,0.00010897095,0.00027287524],"about_ca_topic_score_codex":0.0807137,"about_ca_topic_score_gemma":0.012187014,"teacher_disagreement_score":0.19474852,"about_ca_system_score_codex":0.0003433737,"about_ca_system_score_gemma":0.0013963608,"threshold_uncertainty_score":0.9996593},"labels":[],"label_agreement":null},{"id":"W1976292199","doi":"10.1016/j.healthplace.2008.08.004","title":"Participatory photo mapping (PPM): Exploring an integrated method for health and place research with young people","year":2008,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":225,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citizen journalism; Photo elicitation; Interview; Community-based participatory research; Participatory action research; Presentation (obstetrics); Narrative; Sociology; Variety (cybernetics); Psychological intervention; Photovoice; Computer science; Nursing; Medicine; World Wide Web; Visual arts","score_opus":0.8770360197039588,"score_gpt":0.6884734286294107,"score_spread":0.1885625910745481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976292199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94846225,0.0011231973,0.039999194,0.0064005204,0.00022169806,0.002915948,0.000031148236,0.00027470948,0.00057131716],"genre_scores_gemma":[0.7574877,0.0027537672,0.23097277,0.0020267281,0.000544214,0.003921015,0.000028783184,0.00015120894,0.0021137865],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9830162,0.011504699,0.00059813116,0.00083218666,0.0014803554,0.0025684368],"domain_scores_gemma":[0.99313504,0.0035547689,0.00021612065,0.00045281238,0.0005136834,0.0021276055],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03996826,0.00024905312,0.00064130063,0.0003854717,0.0042882804,0.00012733518,0.00039206547,0.00012464511,0.00004965659],"category_scores_gemma":[0.0042293025,0.00023154261,0.000047094727,0.0015248669,0.0006365574,0.00075166125,0.00010633799,0.0008360374,0.000014256654],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021407725,0.0005603066,0.050887592,0.0010664747,0.00007505869,0.000036683537,0.9003338,0.00023416526,0.00030259622,0.0057491227,0.014000755,0.024612676],"study_design_scores_gemma":[0.0038796854,0.006763017,0.027772775,0.0009926325,0.000014414333,0.00006802792,0.4103687,0.029677723,0.0006413232,0.00048219363,0.5181814,0.0011581219],"about_ca_topic_score_codex":0.030055437,"about_ca_topic_score_gemma":0.05549917,"teacher_disagreement_score":0.5041806,"about_ca_system_score_codex":0.0013281743,"about_ca_system_score_gemma":0.009072373,"threshold_uncertainty_score":0.997008},"labels":[],"label_agreement":null},{"id":"W1980408616","doi":"10.1080/09650790400200233","title":"Living in the basement of the ivory tower: a graduate student's perspective of participatory action research within academic institutions","year":2004,"lang":"en","type":"article","venue":"Educational Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ivory tower; Participatory action research; Sociology; Action research; Perspective (graphical); Citizen journalism; Curriculum; Pedagogy; Action (physics); Engineering ethics; Political science; Engineering","score_opus":0.9550624033168493,"score_gpt":0.7928448774221198,"score_spread":0.1622175258947295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980408616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704981,0.00015672322,0.00003901571,0.021221777,0.00044997616,0.0010945793,0.0000053919457,0.000009420247,0.0065250453],"genre_scores_gemma":[0.99784076,0.00017731726,0.000108366294,0.000047105168,0.0003650497,0.0006547868,0.0000010222612,0.000009121017,0.00079646055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9808623,0.012269647,0.00050377694,0.00036213186,0.0052666394,0.000735485],"domain_scores_gemma":[0.9920393,0.005045907,0.0001573187,0.0004299733,0.0021566255,0.00017087244],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05037154,0.000097133794,0.00015260333,0.00069005805,0.0017075401,0.00006961359,0.0010672761,0.00012477656,0.0002585683],"category_scores_gemma":[0.017347448,0.000070773836,0.000087044406,0.0034959416,0.002975323,0.00047815693,0.00023776025,0.0021439556,0.000031804128],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010855567,0.0020806068,0.054738186,0.000054764714,0.000050838116,0.0000011274633,0.34408095,0.000974964,0.0064584534,0.58953995,0.001136024,0.0007755389],"study_design_scores_gemma":[0.00019215098,0.00013205847,0.55433226,0.00019178366,0.000007576279,8.8836293e-7,0.40309244,0.000026316906,0.0040374943,0.036448065,0.0014652092,0.00007377117],"about_ca_topic_score_codex":0.031512238,"about_ca_topic_score_gemma":0.017747043,"teacher_disagreement_score":0.5530919,"about_ca_system_score_codex":0.0027142204,"about_ca_system_score_gemma":0.009838689,"threshold_uncertainty_score":0.99973804},"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":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W1981180640","doi":"10.3148/71.2.2010.69","title":"<i>Perceived Facilitators of and Barriers to</i> Healthful Eating Among University Students","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Photovoice; Credibility; Focus group; Medical education; Psychology; Perception; Qualitative research; Curriculum; Medicine; Nursing; Pedagogy; Sociology","score_opus":0.3235482458365427,"score_gpt":0.5979455180193559,"score_spread":0.27439727218281323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981180640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992573,0.000149522,0.000010786781,0.0040643136,0.0001037333,0.0002019632,0.000007250116,0.0000017971928,0.0028876292],"genre_scores_gemma":[0.9981198,0.0002681921,0.0012045907,0.00006503573,0.00006184748,7.3620225e-7,6.198662e-8,0.0000056107274,0.00027413742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952331,0.0027616546,0.00022369847,0.00014609547,0.00103481,0.0006005947],"domain_scores_gemma":[0.99167055,0.002820803,0.00011519707,0.00012280724,0.0010652312,0.004205436],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01859285,0.00006364638,0.00018520039,0.00050115015,0.0011000204,0.00012976142,0.0004050386,0.00009573258,0.0000919993],"category_scores_gemma":[0.05811454,0.000061644234,0.000030125851,0.0005534873,0.0016734287,0.00054214237,0.00007163728,0.0010195706,0.0000025565898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019544395,0.000044064403,0.8643582,0.000081148355,0.00010487059,0.00033145622,0.11159513,0.0000030760777,0.004706526,0.0019020014,0.0010359607,0.015642138],"study_design_scores_gemma":[0.00083540066,0.0012040511,0.44059616,0.00024776423,0.000049602153,0.000016485517,0.39810708,0.000032171374,0.00024452718,0.0003888971,0.15807922,0.00019864234],"about_ca_topic_score_codex":0.056457095,"about_ca_topic_score_gemma":0.098748416,"teacher_disagreement_score":0.42376202,"about_ca_system_score_codex":0.00015112465,"about_ca_system_score_gemma":0.0051647825,"threshold_uncertainty_score":0.94982606},"labels":[],"label_agreement":null},{"id":"W1981398737","doi":"10.7202/039370ar","title":"Montrer l’autre, faire apparaître notre relation à l’autre","year":2010,"lang":"fr","type":"article","venue":"Ethnologies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art","score_opus":0.40582498144008916,"score_gpt":0.5658390343763703,"score_spread":0.16001405293628113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981398737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72991914,0.008676709,0.00048070072,0.14758937,0.006302301,0.0007016809,0.00005228606,0.0008941702,0.10538363],"genre_scores_gemma":[0.8478854,0.0010600901,0.007965037,0.00019526915,0.0008877068,0.0001064176,0.000009129601,0.000050052022,0.1418409],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99455804,0.0017694152,0.0005048199,0.0007331244,0.0009171248,0.0015174858],"domain_scores_gemma":[0.996398,0.0018886318,0.00024708887,0.00080985145,0.00026633576,0.00039013673],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0032593687,0.00038848698,0.00047165217,0.00020921249,0.00097254314,0.00019969553,0.0009850854,0.0014062569,0.0023082471],"category_scores_gemma":[0.010096981,0.00037843114,0.00022823537,0.0012482131,0.0042263814,0.0010290185,0.00038397315,0.002323568,0.0023804207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007635918,0.0004369527,0.034740075,0.00011857744,0.00015573823,0.00014578333,0.033625286,0.000120125216,0.009216286,0.31030697,0.053460393,0.55759746],"study_design_scores_gemma":[0.0006742017,0.00023510058,0.073633604,0.00014412873,0.0001027459,0.000006024814,0.028779548,0.001910502,0.00687518,0.074761994,0.81203926,0.0008377102],"about_ca_topic_score_codex":0.0039167264,"about_ca_topic_score_gemma":0.0100818565,"teacher_disagreement_score":0.7585789,"about_ca_system_score_codex":0.00020119062,"about_ca_system_score_gemma":0.00051725545,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W1981839037","doi":"10.1007/s10566-008-9059-1","title":"A Meaningful Method: Research with Adolescent Girls Who Use Crystal Methamphetamine","year":2008,"lang":"en","type":"article","venue":"Child & Youth Care Forum","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Qualitative research; Psychology; Process (computing); Data collection; Social psychology; Sociology; Computer science; Social science","score_opus":0.601598827581754,"score_gpt":0.5827776924869471,"score_spread":0.018821135094806873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981839037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.902127,0.0017152511,0.018296292,0.0026900647,0.00047577414,0.0026735126,0.00023005212,0.00049765286,0.071294375],"genre_scores_gemma":[0.9860703,0.00012197711,0.010976611,0.00035889,0.0004132541,0.00008487084,0.000022722663,0.00007595976,0.0018754177],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9879037,0.005568428,0.00040105756,0.0008274084,0.0030951397,0.0022042755],"domain_scores_gemma":[0.9958052,0.0010683368,0.00012194816,0.0007748051,0.0012463134,0.0009833897],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0069088,0.00031768577,0.0005370798,0.00043313546,0.0028527002,0.00027029536,0.00084288075,0.00022862102,0.0001452234],"category_scores_gemma":[0.0054581845,0.00026824654,0.0001993082,0.001657599,0.0016509447,0.00065764884,0.00038614447,0.0011924463,0.000073954],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009937471,0.0005703081,0.20727885,0.0001621274,0.00027272862,0.0004980697,0.7512355,0.0001189862,0.00064289145,0.015522575,0.007594521,0.01510973],"study_design_scores_gemma":[0.003434205,0.001762739,0.07907527,0.0010248168,0.00015894583,0.000055505916,0.5053632,0.00020140376,0.009325167,0.00041861722,0.39744934,0.0017307657],"about_ca_topic_score_codex":0.004145639,"about_ca_topic_score_gemma":0.0026117535,"teacher_disagreement_score":0.38985482,"about_ca_system_score_codex":0.000608765,"about_ca_system_score_gemma":0.0010807944,"threshold_uncertainty_score":0.999977},"labels":[],"label_agreement":null},{"id":"W1983297178","doi":"10.1177/0733464812469292","title":"“You Don’t Want to Ask for the Help” The Imperative of Independence","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Dalhousie University","funders":"","keywords":"Independence (probability theory); Social exclusion; Psychology; Focus group; Gerontology; Independent living; Quality of life (healthcare); Photovoice; Social psychology; Sociology; Public relations; Political science; Economic growth; Medicine","score_opus":0.3784076776108909,"score_gpt":0.5738820763782356,"score_spread":0.19547439876734474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983297178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90829295,0.00047342863,0.047313653,0.030596407,0.0007235008,0.00210274,0.000005742981,0.000010692148,0.010480912],"genre_scores_gemma":[0.9941534,0.00004700984,0.0045792256,0.00052385236,0.00031334686,0.00013375116,6.02551e-8,0.0000072622465,0.00024213163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978392,0.00053388457,0.00043855736,0.00011927832,0.00062363985,0.00044545415],"domain_scores_gemma":[0.9957778,0.0029201221,0.00034285767,0.0001972385,0.0005771552,0.00018482891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062069595,0.000090233225,0.00029855556,0.0000631953,0.00039752017,0.000049079605,0.0008327816,0.00010979992,0.0003253097],"category_scores_gemma":[0.0017822036,0.000045891447,0.00010298406,0.00018184358,0.0006300258,0.00012732847,0.00008205032,0.00034443085,0.000022558293],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001637118,0.00034378862,0.0020336008,0.000036698217,0.0005889787,0.000010536855,0.2103217,0.00050999026,0.116053,0.33944467,0.031486645,0.29753327],"study_design_scores_gemma":[0.0035982658,0.003905551,0.059991546,0.00007489941,0.00031233014,0.0000457214,0.3272347,0.0009272791,0.076236546,0.15023135,0.3767163,0.0007255459],"about_ca_topic_score_codex":0.0006530601,"about_ca_topic_score_gemma":0.0013441904,"teacher_disagreement_score":0.34522963,"about_ca_system_score_codex":0.000111425965,"about_ca_system_score_gemma":0.00054203614,"threshold_uncertainty_score":0.35619128},"labels":[],"label_agreement":null},{"id":"W1984133656","doi":"10.1386/adch.3.3.141/1","title":"Understanding the value of artistic tools such as visual concept maps in design and education research","year":2004,"lang":"en","type":"article","venue":"Art Design & Communication in Higher Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Meaning (existential); Narrative; Qualitative research; Perspective (graphical); Conversation; Phenomenon; Value (mathematics); Narrative inquiry; Sociology; Epistemology; Engineering ethics; Computer science; Linguistics; Social science; Engineering; Communication; Artificial intelligence","score_opus":0.826864994108492,"score_gpt":0.6527665979196013,"score_spread":0.17409839618889067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984133656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.656725,0.008454569,0.19496827,0.06308385,0.0014785111,0.011297409,0.0000051750712,0.00015951325,0.06382768],"genre_scores_gemma":[0.98600686,0.00041288903,0.01181936,0.00015797465,0.000057618705,0.0005772547,0.00001136579,0.000015405843,0.0009412671],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9867978,0.011378105,0.0004663526,0.00025745636,0.0006892086,0.0004110485],"domain_scores_gemma":[0.9926028,0.0062435763,0.00015191705,0.00055298576,0.0003181415,0.00013054778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014205818,0.00010863454,0.00016911846,0.00033899344,0.00058815494,0.00017077937,0.0006045489,0.00012483344,0.00011382491],"category_scores_gemma":[0.0030507268,0.000105232284,0.000022411183,0.0014812693,0.0011118151,0.00057971646,0.00009922227,0.00046173547,0.000040383722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074672025,0.00072749896,0.0042901267,0.00001744506,0.0000082017505,3.0421745e-7,0.04136803,0.0015228564,0.0014066533,0.9451213,0.0014271432,0.004035755],"study_design_scores_gemma":[0.0006261658,0.00023281068,0.079468295,0.00047225348,0.000015106425,0.000001531273,0.039685324,0.00043408197,0.0019719382,0.87156427,0.0052800695,0.0002481314],"about_ca_topic_score_codex":0.0025102652,"about_ca_topic_score_gemma":0.00026760277,"teacher_disagreement_score":0.32928184,"about_ca_system_score_codex":0.0014976521,"about_ca_system_score_gemma":0.00413769,"threshold_uncertainty_score":0.73400843},"labels":[],"label_agreement":null},{"id":"W1984799078","doi":"10.1080/14649350903538012","title":"Digital Ethnography as Planning Praxis: An Experiment with Film as Social Research, Community Engagement and Policy Dialogue","year":2010,"lang":"en","type":"article","venue":"Planning Theory & Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Community College","funders":"","keywords":"Sociology; Storytelling; Filmmaking; Praxis; Narrative; Media studies; Public relations; Epistemology; Visual arts; Political science; Movie theater","score_opus":0.6410241654933481,"score_gpt":0.6663536989329337,"score_spread":0.02532953343958566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984799078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.803309,0.00012534531,0.0002080248,0.0015199021,0.00010454889,0.0004774163,0.000011990099,0.00017150765,0.19407223],"genre_scores_gemma":[0.99568963,0.000013620954,0.0025726545,0.0005456868,0.0005428044,0.0001650592,0.000017092796,0.000043286727,0.00041017224],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97193426,0.024552323,0.0002830581,0.00043679838,0.0016492851,0.0011442516],"domain_scores_gemma":[0.9810129,0.017155996,0.0002187626,0.00051123207,0.00042007858,0.0006810742],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04928447,0.00024148935,0.00026722607,0.00044890944,0.006169331,0.0011286221,0.00078029674,0.00021880242,0.000096219],"category_scores_gemma":[0.055393428,0.00022315093,0.000050350616,0.00088066683,0.0026361237,0.0025475568,0.00048310478,0.0036880139,0.000051349765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025504914,0.000925664,0.005776982,0.000024992987,0.00020392743,0.0001945522,0.7018098,0.000018562327,0.0034420611,0.2718267,0.00050831656,0.012717944],"study_design_scores_gemma":[0.00081283733,0.0017454964,0.0061754016,0.00009921936,0.000057398815,0.000031132415,0.6777302,0.00004080365,0.0014693761,0.03923802,0.27204812,0.0005519737],"about_ca_topic_score_codex":0.004652011,"about_ca_topic_score_gemma":0.00015142324,"teacher_disagreement_score":0.2715398,"about_ca_system_score_codex":0.0001306299,"about_ca_system_score_gemma":0.0010803599,"threshold_uncertainty_score":0.9999083},"labels":[],"label_agreement":null},{"id":"W1986244553","doi":"10.1046/j.1369-6513.2000.00071.x","title":"The use of research‐based theatre in a project related to metastatic breast cancer","year":2000,"lang":"en","type":"article","venue":"Health Expectations","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University; Sunnybrook Health Science Centre","funders":"","keywords":"Breast cancer; Dissemination; Qualitative research; Metastatic breast cancer; Medicine; Work (physics); Medical education; Cancer; Nursing; Computer science; Sociology; Internal medicine; Engineering","score_opus":0.8100003483994084,"score_gpt":0.7287199359207316,"score_spread":0.08128041247867679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986244553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80793333,0.002567934,0.0001498396,0.17406705,0.00022092603,0.007313546,0.00029412564,0.00017325795,0.0072799833],"genre_scores_gemma":[0.9912971,0.00037967597,0.0044126655,0.00035934278,0.000029664949,0.0015205955,0.0000030886038,0.000019411957,0.0019784032],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909122,0.0068666013,0.00039833726,0.00020605446,0.00086407264,0.00075272546],"domain_scores_gemma":[0.9955552,0.0036220865,0.000056966364,0.00024687513,0.0002570784,0.00026178214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037156125,0.00006610531,0.00015959519,0.0003147765,0.0010833057,0.00006719184,0.00023361958,0.000031232412,0.00035747798],"category_scores_gemma":[0.0014772557,0.00005032748,0.000038436716,0.0030516083,0.00057343376,0.0001702866,0.000016509399,0.0002758769,0.000044320303],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005773624,0.0009052303,0.00864074,0.00012865986,0.000059085247,0.000016529855,0.65222293,0.003620441,0.0001737157,0.028286653,0.020079603,0.28528902],"study_design_scores_gemma":[0.0026016098,0.001027652,0.11247447,0.0011552345,0.000026274072,0.0000032912494,0.33496016,0.019702958,0.00023335232,0.010601284,0.5165583,0.0006554437],"about_ca_topic_score_codex":0.05013751,"about_ca_topic_score_gemma":0.0557685,"teacher_disagreement_score":0.49647868,"about_ca_system_score_codex":0.00051156094,"about_ca_system_score_gemma":0.004299945,"threshold_uncertainty_score":0.96146125},"labels":[],"label_agreement":null},{"id":"W1986836203","doi":"10.1080/1472586x.2013.830023","title":"Handbook of participatory video","year":2013,"lang":"en","type":"article","venue":"Visual Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Citizen journalism; Sociology; Visual arts; Art; Computer science; World Wide Web","score_opus":0.8049903143262165,"score_gpt":0.7035881400743601,"score_spread":0.10140217425185638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986836203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841663,0.0064785616,0.00023493129,0.00050578767,0.00024747002,0.0004341156,0.0000015116518,0.000085178806,0.007846115],"genre_scores_gemma":[0.9963471,0.00080365106,0.0007652653,0.00012168272,0.00016374282,0.00024678925,1.8335886e-7,0.000011000788,0.0015405469],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731827,0.000992012,0.00029793638,0.000195806,0.00063684717,0.000559122],"domain_scores_gemma":[0.99809426,0.0010175483,0.00009393081,0.00014030853,0.00043635233,0.000217607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022570188,0.00010730719,0.00030883783,0.00008092258,0.00042993558,0.00003187048,0.00020251774,0.000057981895,0.0006015928],"category_scores_gemma":[0.0048417565,0.000090539295,0.00007611461,0.0003156822,0.0014344335,0.0002548304,0.0001503442,0.00010268442,0.0004265414],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012252168,0.0013471366,0.2826537,0.00041294724,0.0013903852,0.000022695152,0.28043333,0.000016449521,0.08682566,0.052766863,0.10697828,0.18703003],"study_design_scores_gemma":[0.0022275762,0.0020805816,0.20512833,0.0008628055,0.00024563045,7.575236e-7,0.19924442,0.00065933727,0.22369106,0.05135411,0.31286857,0.0016368154],"about_ca_topic_score_codex":0.0012445506,"about_ca_topic_score_gemma":0.0003344761,"teacher_disagreement_score":0.20589028,"about_ca_system_score_codex":0.00010101794,"about_ca_system_score_gemma":0.00015925862,"threshold_uncertainty_score":0.65870196},"labels":[],"label_agreement":null},{"id":"W1986853949","doi":"10.1017/s0144686x11000377","title":"Using photovoice with older adults: some methodological strengths and issues","year":2011,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Photovoice; Popularity; Participatory action research; Community-based participatory research; Qualitative research; Citizen journalism; Perception; Photo elicitation; Psychology; Medical education; Gerontology; Sociology; Medicine; Social psychology; Computer science; Social science; World Wide Web; Visual arts","score_opus":0.6501402651369803,"score_gpt":0.6127635139077083,"score_spread":0.037376751229271976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986853949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99575436,0.00086668704,0.0016322202,0.00008711305,0.00003438412,0.00014339217,0.0000016532081,0.000061484236,0.0014187105],"genre_scores_gemma":[0.87169075,0.00081533345,0.12699832,0.0001866413,0.00010560305,0.00000965951,2.7079804e-7,0.000008766493,0.00018462828],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99790484,0.0010704757,0.00010658282,0.00026462373,0.00027270342,0.00038076102],"domain_scores_gemma":[0.9986452,0.00094375754,0.00004502833,0.00009615614,0.000058796646,0.00021109746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033105258,0.000097457785,0.00017803283,0.000014179469,0.0006593726,0.00006454806,0.00009385339,0.00011557106,0.00006088402],"category_scores_gemma":[0.0010693942,0.00007360923,0.000042406107,0.00013614236,0.0007968143,0.00026620395,0.000070796035,0.0001950144,0.0000012764301],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013236207,0.00022065858,0.037584927,0.00015859569,0.0002049774,0.00009946493,0.8798581,0.0000018560296,0.0036797354,0.021142045,0.00036503677,0.056552242],"study_design_scores_gemma":[0.003717485,0.0009787058,0.35173705,0.00089378376,0.0003009881,0.000016947035,0.5805248,0.007639047,0.012445644,0.017216666,0.022746947,0.001781946],"about_ca_topic_score_codex":0.0050177244,"about_ca_topic_score_gemma":0.00011401374,"teacher_disagreement_score":0.31415212,"about_ca_system_score_codex":0.000028687484,"about_ca_system_score_gemma":0.000070802016,"threshold_uncertainty_score":0.7585332},"labels":[],"label_agreement":null},{"id":"W1987180350","doi":"10.1080/09650790200200191","title":"Rhythms of knowing: toward an ecological theory of learning in action research","year":2002,"lang":"en","type":"article","venue":"Educational Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Action research; Participatory action research; Sociology; Pedagogy; Action (physics); Psychology; Citizen journalism; Mathematics education","score_opus":0.9494983551623108,"score_gpt":0.7680224651624626,"score_spread":0.1814758899998482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987180350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96397495,0.00012193206,0.00006464566,0.0043647196,0.00022324933,0.00042788047,0.0000018739726,0.000020734828,0.030800037],"genre_scores_gemma":[0.98662466,0.0003126558,0.0005051235,0.0000068372074,0.00045546674,0.00017401682,0.0000043039126,0.000012104234,0.0119048115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.975631,0.019959278,0.0004053445,0.0003741865,0.002826414,0.00080379756],"domain_scores_gemma":[0.98898125,0.008744802,0.00009181232,0.00022354092,0.0016575983,0.00030102846],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.044715155,0.00008038758,0.0001978028,0.0011638013,0.0007181174,0.000060237984,0.00043270987,0.00019590936,0.007770947],"category_scores_gemma":[0.02801533,0.0000804304,0.000060216273,0.002514883,0.001623117,0.0005643045,0.00011285913,0.0015015324,0.00015923631],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006008628,0.008653745,0.099358074,0.0002521331,0.00006062478,0.000008049098,0.087931484,0.00054343644,0.05066917,0.5397214,0.004419135,0.20778185],"study_design_scores_gemma":[0.00068511965,0.001501737,0.626109,0.00013300954,0.0000061684464,0.0000032808275,0.16912192,0.002541954,0.016868966,0.09843075,0.08429401,0.0003040918],"about_ca_topic_score_codex":0.0014087029,"about_ca_topic_score_gemma":0.0005582912,"teacher_disagreement_score":0.5267509,"about_ca_system_score_codex":0.0007949956,"about_ca_system_score_gemma":0.0013315165,"threshold_uncertainty_score":0.9931361},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1988588354","doi":"10.1177/1468794114543400","title":"Apprenticeship as method: embodied learning in ethnographic practice","year":2014,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Apprenticeship; Emic and etic; Ethnography; Sociology; Embodied cognition; Pedagogy; Psychology; Epistemology; Anthropology","score_opus":0.8886648517063099,"score_gpt":0.8267451170160557,"score_spread":0.06191973469025425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988588354","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18562876,0.00043128047,0.014501084,0.0114220325,0.00014810642,0.0011047347,0.0000018804101,0.0001891242,0.786573],"genre_scores_gemma":[0.9615192,0.00013029843,0.031841103,0.00018791732,0.00021118649,0.0003359398,0.000003070515,0.000036688398,0.005734621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.76211524,0.23111378,0.0004948368,0.00068446546,0.0037893122,0.0018023661],"domain_scores_gemma":[0.89142257,0.105652556,0.00016791144,0.00042168322,0.00163695,0.0006983142],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2941374,0.00016438098,0.00036601466,0.0011351431,0.001284998,0.00030018986,0.0008019378,0.00022781886,0.0004201945],"category_scores_gemma":[0.33671892,0.00016561401,0.000098910976,0.004010055,0.0018993003,0.0008111555,0.00025796855,0.002541807,0.00077918154],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018664646,0.00019404166,0.0010032568,0.000046337824,0.000031370168,0.000013591162,0.46172068,0.00003918974,0.0005900066,0.49415162,0.00027983214,0.041743428],"study_design_scores_gemma":[0.0005631698,0.0005161854,0.00081290805,0.000085828986,0.000008183372,4.1086946e-7,0.61524576,0.0015681228,0.00043555343,0.1090839,0.271417,0.00026295445],"about_ca_topic_score_codex":0.012460114,"about_ca_topic_score_gemma":0.0020448763,"teacher_disagreement_score":0.7808384,"about_ca_system_score_codex":0.0003367532,"about_ca_system_score_gemma":0.00086694636,"threshold_uncertainty_score":0.9999988},"labels":[],"label_agreement":null},{"id":"W1988953111","doi":"10.1177/1476750310396949","title":"Dissenting in reflective conversations: Critical components of doing action research","year":2011,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reflective practice; Action research; Action (physics); Dissenting opinion; Articulation (sociology); Empirical research; Epistemology; Sociology; Space (punctuation); Sensemaking; Psychology; Engineering ethics; Pedagogy; Computer science; Knowledge management; Political science","score_opus":0.9710942816645072,"score_gpt":0.8061613333095384,"score_spread":0.16493294835496874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988953111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9228957,0.00004089975,0.0005629157,0.0006772558,0.00024157173,0.00060149917,0.0000021309247,0.00004015917,0.074937865],"genre_scores_gemma":[0.9970387,0.0001225728,0.0019668916,0.000006344676,0.00012950867,0.00013767582,0.0000018666866,0.000015061444,0.00058138155],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9815621,0.013807653,0.0003741078,0.00039299016,0.002727639,0.0011355152],"domain_scores_gemma":[0.9909862,0.006566569,0.000054984015,0.00028062612,0.0018147312,0.000296846],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0372756,0.00008020457,0.00018261252,0.0013016411,0.0012180534,0.00008365779,0.00039615182,0.00017161066,0.00080446556],"category_scores_gemma":[0.024028854,0.0000872522,0.00005192031,0.0027822785,0.0021364382,0.00079699594,0.00019371083,0.0014094376,0.00014896491],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015383508,0.0023025933,0.16733007,0.0003585232,0.00008602666,0.00008189164,0.16351807,0.000008346542,0.39299092,0.21685871,0.0012219339,0.05370457],"study_design_scores_gemma":[0.001153665,0.0006921714,0.4311843,0.0004498929,0.000012263587,0.0000027914655,0.3219311,0.0017848319,0.17232715,0.04835326,0.021701273,0.00040732438],"about_ca_topic_score_codex":0.026760727,"about_ca_topic_score_gemma":0.004824788,"teacher_disagreement_score":0.26385424,"about_ca_system_score_codex":0.00091294927,"about_ca_system_score_gemma":0.0006135324,"threshold_uncertainty_score":0.99132735},"labels":[],"label_agreement":null},{"id":"W1989218838","doi":"10.1177/1476750313476310","title":"A dialogue and reflection on photohistory: Engaging indigenous communities in research through visual analysis","year":2013,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Indigenous; Arctic; Focus group; Sociology; Geography; Political science; Ecology; Anthropology","score_opus":0.9278992595467646,"score_gpt":0.7574134275092679,"score_spread":0.17048583203749668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989218838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725174,0.00016375004,0.00011567447,0.0008805912,0.00009724039,0.00092752656,0.0000019564925,0.000061847844,0.025234072],"genre_scores_gemma":[0.9962277,0.00091570057,0.00020277724,0.000069490234,0.00016233404,0.0006698462,0.000008090072,0.000019695846,0.0017243869],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.968728,0.026713168,0.00028640943,0.0003859077,0.002506381,0.0013801528],"domain_scores_gemma":[0.99155897,0.006785127,0.0000493048,0.00039226143,0.0009099119,0.0003044085],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.038418587,0.000120235796,0.00027000371,0.0027431299,0.0037142294,0.000446547,0.00041469754,0.00021199307,0.00077417813],"category_scores_gemma":[0.0050850627,0.00012326447,0.00006162909,0.0059116427,0.0019182697,0.00082400354,0.00021432767,0.0025670577,0.00025240498],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048497677,0.0013465845,0.15317966,0.000105311046,0.00036631856,0.000040930954,0.68935496,0.00012350857,0.015289167,0.010222248,0.0045240414,0.12496228],"study_design_scores_gemma":[0.0010728006,0.0016272034,0.18234865,0.00013065067,0.00004186037,0.0000017921716,0.58356285,0.0037656855,0.005877922,0.019795131,0.20116219,0.0006132804],"about_ca_topic_score_codex":0.3542401,"about_ca_topic_score_gemma":0.085629754,"teacher_disagreement_score":0.26861033,"about_ca_system_score_codex":0.0018214182,"about_ca_system_score_gemma":0.00064020307,"threshold_uncertainty_score":0.99973404},"labels":[],"label_agreement":null},{"id":"W1989726827","doi":"10.1080/19398441.2010.488032","title":"Renewal, strength and commitment to self and others: older women’s reflections of the benefits of exercise using Photovoice","year":2010,"lang":"en","type":"article","venue":"Qualitative Research in Sport and Exercise","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"University of British Columbia; British Columbia Medical Services Foundation; Michael Smith Health Research BC","keywords":"Photovoice; Psychology; Physical activity; Face (sociological concept); Gerontology; Cognition; Applied psychology; Social psychology; Medical education; Medicine; Physical therapy; Sociology; Visual arts; Social science","score_opus":0.5222817687595684,"score_gpt":0.6514776349927084,"score_spread":0.12919586623313994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989726827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745375,0.00043661092,0.0000033758188,0.00026563738,0.00005266856,0.00090680295,0.000020589392,0.000008916014,0.000851662],"genre_scores_gemma":[0.99509937,0.0010254745,0.003413904,0.000008697034,0.000022619262,0.00016965067,4.3238728e-7,0.000012708808,0.0002471727],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969598,0.0008771184,0.00034662263,0.00031751773,0.00091629964,0.00058261905],"domain_scores_gemma":[0.997985,0.0008649274,0.000093705654,0.0002686696,0.00038144586,0.00040624908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016052749,0.00011403041,0.00035144197,0.00034710058,0.00046309925,0.000050060313,0.00022238182,0.00010330179,0.00004843978],"category_scores_gemma":[0.0007560711,0.00009034945,0.000027638773,0.0010799367,0.0015092712,0.00018475516,0.00023370523,0.00040924817,7.177353e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030500116,0.00042322665,0.048719894,0.00024171494,0.00002173978,0.0000022190027,0.9259348,0.000004481005,0.007148864,0.0071463464,0.000064176464,0.009987566],"study_design_scores_gemma":[0.0013569318,0.00048045046,0.09652964,0.0015662581,0.000034093657,0.0000010799305,0.86299175,0.00015982948,0.019149067,0.013441319,0.0039001682,0.0003894209],"about_ca_topic_score_codex":0.010196192,"about_ca_topic_score_gemma":0.004305866,"teacher_disagreement_score":0.06294303,"about_ca_system_score_codex":0.00012481904,"about_ca_system_score_gemma":0.00033426218,"threshold_uncertainty_score":0.996395},"labels":[],"label_agreement":null},{"id":"W1992022557","doi":"10.1080/1472586x.2014.862990","title":"Exploring the ‘craftedness’ of multimedia narratives: from creation to interpretation","year":2014,"lang":"en","type":"article","venue":"Visual Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Interpretation (philosophy); Storytelling; Representation (politics); Scholarship; Visual arts; Visualization; Aesthetics; Computer science; Multimedia; Art; Literature; Artificial intelligence; Political science","score_opus":0.7322972342253415,"score_gpt":0.6508686696731046,"score_spread":0.0814285645522369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992022557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899945,0.0001784757,0.0065818965,0.0009923185,0.00037329397,0.00026633317,0.00000261399,0.00003839382,0.0015721474],"genre_scores_gemma":[0.9972159,0.00008526572,0.0020164829,0.00008163618,0.00024758116,0.00020588773,9.742881e-7,0.000007052413,0.00013921136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99741685,0.0014869679,0.00020917831,0.00017227382,0.00049020327,0.00022454259],"domain_scores_gemma":[0.99705595,0.0023853884,0.0000755461,0.00010907318,0.000283392,0.00009063792],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024008688,0.00008215455,0.00019328593,0.00006832784,0.00042594626,0.00003080545,0.00018283438,0.000021351283,0.000025328141],"category_scores_gemma":[0.011343693,0.000057424477,0.000040435432,0.00037352348,0.00045377234,0.0002647448,0.00010279535,0.00007698891,0.0000431784],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007894356,0.000055014665,0.0046050833,0.00000895118,0.000099258876,2.564943e-7,0.8728234,0.000036814843,0.008115836,0.0021192017,0.00023337473,0.11182386],"study_design_scores_gemma":[0.000502742,0.00072679966,0.19101427,0.00032780797,0.000054987384,2.7359762e-8,0.7229439,0.003695084,0.034391005,0.0065976894,0.03937233,0.00037332732],"about_ca_topic_score_codex":0.0011828048,"about_ca_topic_score_gemma":0.0014920663,"teacher_disagreement_score":0.18640919,"about_ca_system_score_codex":0.000090569316,"about_ca_system_score_gemma":0.000043980905,"threshold_uncertainty_score":0.9969842},"labels":[],"label_agreement":null},{"id":"W1992146430","doi":"10.1177/0891241611418970","title":"Finding the Necessary Distance","year":2011,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Ethnography; Sociology; Popularity; Epistemology; Scope (computer science); Field (mathematics); Engineering ethics; Psychology; Computer science; Social psychology; Anthropology","score_opus":0.7194143809138043,"score_gpt":0.5852749425088126,"score_spread":0.13413943840499165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992146430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5385447,0.011530782,0.011692325,0.005183279,0.0016958154,0.0004390914,0.000006359494,0.00006462585,0.430843],"genre_scores_gemma":[0.9976013,0.00017857911,0.0013270841,0.00032467354,0.00027525914,0.000005149738,1.2821589e-7,0.000010429293,0.0002774462],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956511,0.0025147637,0.0004921794,0.000102818754,0.0008952788,0.0003438564],"domain_scores_gemma":[0.99786717,0.0008398715,0.00050503423,0.00020370023,0.00030402516,0.0002802251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012211433,0.00010061779,0.00023185641,0.00026180505,0.0005587079,0.00006942383,0.0008337434,0.00008145639,0.00014568557],"category_scores_gemma":[0.0011277134,0.00006557816,0.00028969103,0.0009201588,0.0010263724,0.000831204,0.000045400324,0.0005511304,0.0000073014794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078644656,0.00046248757,0.23028392,0.00004008722,0.00044601545,0.00037830544,0.61808896,0.0000013574007,0.0008983328,0.061345696,0.06907378,0.018194603],"study_design_scores_gemma":[0.00081066275,0.0004844723,0.032409728,0.00020510067,0.00004694025,0.000008811439,0.13474712,0.000014077663,0.0017252787,0.042324677,0.78689843,0.00032468556],"about_ca_topic_score_codex":0.0002682796,"about_ca_topic_score_gemma":0.00006511342,"teacher_disagreement_score":0.7178247,"about_ca_system_score_codex":0.000030575742,"about_ca_system_score_gemma":0.00054026564,"threshold_uncertainty_score":0.4297186},"labels":[],"label_agreement":null},{"id":"W1994642741","doi":"10.1080/00313831.2013.798833","title":"A Return to Methodological Commitment: Reflections on Narrative Inquiry","year":2013,"lang":"en","type":"article","venue":"Scandinavian Journal of Educational Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":318,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Narrative; Narrative inquiry; Temporality; Narrative criticism; Narrative network; Epistemology; Sociology; Sociality; Educational research; Psychology; Pedagogy; Literature","score_opus":0.9369565803262165,"score_gpt":0.7731727069347376,"score_spread":0.16378387339147893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994642741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8572567,0.0001274317,0.00031217939,0.08754509,0.0009005468,0.0007285767,0.000002588556,0.0000063560187,0.05312054],"genre_scores_gemma":[0.97738147,0.00005041215,0.013171635,0.00040105943,0.0016900249,0.0001776956,0.0000010920934,0.00001320624,0.0071134274],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9852598,0.010955013,0.00045014924,0.00024353235,0.0023007903,0.0007907587],"domain_scores_gemma":[0.9822928,0.013326042,0.0001507521,0.00022857873,0.0027295616,0.0012722819],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.021282755,0.00011205558,0.00026131602,0.00091182947,0.0014743803,0.00025570753,0.0007458368,0.00011291251,0.010154563],"category_scores_gemma":[0.060694393,0.00008964363,0.00012103329,0.0017700458,0.0010021805,0.00040904392,0.00009170995,0.0011369686,0.000657175],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000643732,0.0014867495,0.02386993,0.000019685162,0.00016849699,0.000022054834,0.435798,0.000043405882,0.007856426,0.22272031,0.2931114,0.0142598],"study_design_scores_gemma":[0.0008227722,0.0046783662,0.20441592,0.00051673397,0.000018843333,0.000043339212,0.35076538,0.000012111228,0.0017591079,0.25808346,0.17844851,0.00043545477],"about_ca_topic_score_codex":0.0005998245,"about_ca_topic_score_gemma":0.00018105368,"teacher_disagreement_score":0.18054599,"about_ca_system_score_codex":0.0012297925,"about_ca_system_score_gemma":0.0022796404,"threshold_uncertainty_score":0.99982554},"labels":[],"label_agreement":null},{"id":"W1996819913","doi":"10.2495/si100211","title":"The drought, the irrigators, and their photographs: images from the inside","year":2010,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"University of South Australia; Rural Industries Research and Development Corporation","keywords":"Financial distress; Distress; Profit (economics); Business; Emotional distress; Environmental resource management; Economics; Psychology","score_opus":0.08207588499750143,"score_gpt":0.40695252426605466,"score_spread":0.32487663926855326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996819913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581861,0.00077954476,0.0028903766,0.03444898,0.0004963685,0.0008920429,0.000031695203,0.000027995606,0.0022469042],"genre_scores_gemma":[0.99603236,0.002341205,0.000070354734,0.00077688287,0.000071171504,0.0002694288,4.2178445e-7,0.000008028663,0.00043013887],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711376,0.0020340753,0.0001399659,0.00020231683,0.00019123228,0.00031862347],"domain_scores_gemma":[0.99287623,0.0065995753,0.000051710565,0.0003740021,0.000007047707,0.00009145561],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0036464536,0.00011744989,0.0001191682,0.000015355112,0.0044522486,0.00009576949,0.00037318596,0.00009842629,0.0002775657],"category_scores_gemma":[0.00015754247,0.000043955646,0.0000690291,0.00008349219,0.006613674,0.000070575785,0.000019943567,0.00068731635,0.000023286239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017581377,0.0014315078,0.04716652,0.000011513753,0.0025011199,0.000016350708,0.28134412,0.00037375648,0.015738312,0.18208775,0.0017816818,0.46578926],"study_design_scores_gemma":[0.0020475406,0.0002513701,0.28925472,0.000010147062,0.00022374977,0.0000064604196,0.041248206,0.0006017969,0.006847742,0.14183047,0.51733154,0.00034626535],"about_ca_topic_score_codex":0.0009408232,"about_ca_topic_score_gemma":0.0089622745,"teacher_disagreement_score":0.51554984,"about_ca_system_score_codex":0.000022481845,"about_ca_system_score_gemma":0.000043642445,"threshold_uncertainty_score":0.9968438},"labels":[],"label_agreement":null},{"id":"W1999298233","doi":"10.1177/13675494020050040801","title":"Book review: Sarah Pink, Doing Visual Ethnography: Images, Media and Representation in Research. London, Thousand Oaks, CA and New Dehli: Sage, 2001. 196 pp. (inc. index). ISBN 0—7619—6053—8 (hbk) $91.00; ISBN 0—7619—6054—6 (pbk) $29.95","year":2002,"lang":"en","type":"article","venue":"European Journal of Cultural Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnography; Representation (politics); Index (typography); Media studies; Sociology; SAGE; Anthropology; Art history; Art; Political science; Computer science; Politics; Physics; World Wide Web","score_opus":0.49207234788728743,"score_gpt":0.5725528831561773,"score_spread":0.08048053526888982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999298233","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07108223,0.9144348,0.0000685351,0.009284205,0.00036874245,0.00067373033,0.000009903092,0.000044766322,0.0040331157],"genre_scores_gemma":[0.040611938,0.9515321,0.0016309388,0.0011654105,0.001150543,0.000012887944,0.0000034136674,0.000056254114,0.0038364723],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98119295,0.013185561,0.0014173324,0.0006360889,0.0022494881,0.0013185592],"domain_scores_gemma":[0.9951068,0.0018084586,0.00066597376,0.0002714477,0.0011990085,0.00094828487],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.018622935,0.00043040028,0.0010109427,0.00038241842,0.0013820734,0.00045068786,0.0006208576,0.00009463296,0.0004107674],"category_scores_gemma":[0.01167143,0.00032547503,0.00019044602,0.0015328862,0.0023059458,0.0017447784,0.0005314863,0.0015714713,0.00005449028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014439815,0.00012036953,0.010503683,0.0002301035,0.00024156086,0.0006981346,0.035550594,0.000008105562,0.0009753359,0.00002050921,0.8991216,0.05238563],"study_design_scores_gemma":[0.0020801404,0.00056400726,0.03411599,0.0030692946,0.000115100454,0.000076335746,0.018946657,0.000051310795,0.0003233602,0.00015821015,0.9399528,0.0005468052],"about_ca_topic_score_codex":0.00073516846,"about_ca_topic_score_gemma":0.0006565363,"teacher_disagreement_score":0.051838823,"about_ca_system_score_codex":0.0002475349,"about_ca_system_score_gemma":0.00016437397,"threshold_uncertainty_score":0.9999197},"labels":[],"label_agreement":null},{"id":"W1999555467","doi":"10.1111/j.1467-9566.2009.01158.x","title":"Tacit knowledge of caring and embodied selfhood","year":2009,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University Health Network; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Embodied cognition; Tacit knowledge; Habitus; Sociology; Epistemology; Focus (optics); Psychology; Drama; Aesthetics; Ethnography; Philosophy; Anthropology; Art","score_opus":0.416108013912403,"score_gpt":0.6283425238246252,"score_spread":0.2122345099122222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999555467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98387885,0.0038396718,0.000244627,0.0025874688,0.00018230836,0.00026389767,0.0000048702623,0.00003132873,0.0089669805],"genre_scores_gemma":[0.9987401,0.0003079791,0.00059936556,0.00017113122,0.000065269975,0.000009530035,9.4244626e-7,0.0000050819067,0.00010061793],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9958346,0.002846802,0.00039837908,0.00020078557,0.00017092179,0.00054850813],"domain_scores_gemma":[0.9986091,0.00068433955,0.00021520145,0.00014062611,0.00015615077,0.0001945488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006968643,0.00008327516,0.00046315487,0.00008932232,0.00055451464,0.0000034623733,0.00019808576,0.00017005893,0.000028118175],"category_scores_gemma":[0.0012976822,0.00008146215,0.000049068793,0.0001662058,0.0020012,0.000075818825,0.0000442573,0.00020646917,0.0000035133965],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005139312,0.0002634265,0.028677536,0.00026099128,0.00004362418,0.0000013882684,0.50745684,0.0000026127927,0.0009954488,0.28463206,0.00032398954,0.17729071],"study_design_scores_gemma":[0.002489466,0.002372153,0.5674081,0.00031058298,0.00005125564,0.000002732194,0.18420604,0.00014724318,0.003227312,0.21073876,0.028314464,0.0007318791],"about_ca_topic_score_codex":0.0010334582,"about_ca_topic_score_gemma":0.00022559745,"teacher_disagreement_score":0.53873056,"about_ca_system_score_codex":0.00009945681,"about_ca_system_score_gemma":0.0009205913,"threshold_uncertainty_score":0.73735046},"labels":[],"label_agreement":null},{"id":"W2000188578","doi":"10.1504/ijhfe.2013.055992","title":"Using photovoice to identify patient transfers risk factors in long-term care home settings","year":2013,"lang":"en","type":"article","venue":"International Journal of Human Factors and Ergonomics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Photovoice; Variety (cybernetics); Empowerment; Identification (biology); Focus group; Citizen journalism; Risk assessment; Medicine; Nursing; Applied psychology; Psychology; Business; Computer science; Political science; Marketing; Computer security; Artificial intelligence","score_opus":0.238828825156645,"score_gpt":0.5381115995838535,"score_spread":0.29928277442720846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000188578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998754,0.0000579947,0.00023241375,0.00004850744,0.0006106265,0.00019180807,0.000027271853,0.00000641212,0.00007093255],"genre_scores_gemma":[0.99943113,0.00007905028,0.00028257223,0.000044861405,0.00013368962,0.0000025790423,0.0000029934483,0.000013204472,0.000009925567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982154,0.00031083255,0.00049325236,0.00015791494,0.0005247484,0.00029787747],"domain_scores_gemma":[0.9987406,0.00023097287,0.00024159183,0.00006799081,0.00038643097,0.00033237305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006507807,0.00013184098,0.00022681666,0.00039539198,0.00021548902,0.00030794676,0.00040574468,0.0000742617,0.00017041621],"category_scores_gemma":[0.00033462848,0.00011547828,0.00011314323,0.0000974354,0.00013230872,0.00063145906,0.00006600146,0.000293328,0.000003928039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005279537,0.0000532097,0.9311945,0.0000073764163,0.00006952031,0.000012641071,0.058336448,0.00018883117,0.007182897,0.00007101426,0.000032858265,0.0027979175],"study_design_scores_gemma":[0.00032522893,0.00017089632,0.97998744,0.00008119153,0.000015070605,0.0000013883937,0.014829806,0.00003109722,0.003984496,0.00018279451,0.00023568599,0.00015487509],"about_ca_topic_score_codex":0.00556459,"about_ca_topic_score_gemma":0.001672082,"teacher_disagreement_score":0.048792977,"about_ca_system_score_codex":0.00064582046,"about_ca_system_score_gemma":0.00015285183,"threshold_uncertainty_score":0.8412033},"labels":[],"label_agreement":null},{"id":"W2001121183","doi":"10.1177/1077800406288626","title":"An Irigarayan Framework and Resymbolization in an Arts-Informed Research Process","year":2006,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"The arts; Sociology; Process (computing); Ethnography; Epistemology; Work (physics); Visual arts; Aesthetics; Art; Computer science; Philosophy; Engineering; Anthropology","score_opus":0.8702559012411832,"score_gpt":0.7971880694279289,"score_spread":0.07306783181325438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001121183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98868054,0.00009719397,0.0041888957,0.00052492577,0.0000935143,0.00051172747,0.0000052405558,0.00007329638,0.005824656],"genre_scores_gemma":[0.9939592,0.000020014495,0.005147803,0.00008787737,0.0004501339,0.00015658705,0.0000143185125,0.000020009797,0.00014408107],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98541963,0.011434246,0.00039888636,0.00044012655,0.0013671163,0.0009399887],"domain_scores_gemma":[0.99482757,0.0038060015,0.00008258173,0.00027543903,0.0006589769,0.00034942583],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025208335,0.00012637304,0.00021967816,0.0004407375,0.00074465247,0.0002497315,0.0003563947,0.00022245219,0.000082250335],"category_scores_gemma":[0.0111074215,0.00012678819,0.00001981994,0.0014798094,0.0025686056,0.001535405,0.000045961315,0.00052216504,0.000026578744],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008638588,0.00019521853,0.013155377,0.000034412977,0.000002883914,0.000006639831,0.66468906,0.000026132078,0.00056281383,0.3191824,0.00015990483,0.001898759],"study_design_scores_gemma":[0.00025742085,0.00038093448,0.05245636,0.000098927914,0.0000022044328,1.4802558e-7,0.5373631,0.0003718955,0.0007755868,0.40652096,0.0015610561,0.00021141229],"about_ca_topic_score_codex":0.0022487491,"about_ca_topic_score_gemma":0.006935599,"teacher_disagreement_score":0.12732598,"about_ca_system_score_codex":0.00027460387,"about_ca_system_score_gemma":0.0007313499,"threshold_uncertainty_score":0.9972224},"labels":[],"label_agreement":null},{"id":"W2002285389","doi":"10.1177/1077800414542690","title":"Thick Narratives","year":2014,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Viewpoints; Sociology; Oppression; Narrative inquiry; Qualitative research; Epistemology; Gender studies; Aesthetics; Social science; Literature; Visual arts; Politics; Political science; Art","score_opus":0.8301708238353076,"score_gpt":0.7413262482036823,"score_spread":0.08884457563162529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002285389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7112247,0.00012595978,0.06486699,0.005349293,0.00072714785,0.00031458263,0.00000385769,0.00020090878,0.21718657],"genre_scores_gemma":[0.9845215,0.000010124332,0.010572869,0.0006061793,0.0006655875,0.00006431017,0.0000016140518,0.0000144219575,0.0035433886],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98063016,0.01766655,0.000220355,0.00025855287,0.00072110206,0.0005032688],"domain_scores_gemma":[0.9949483,0.0042447164,0.00008491241,0.00019896551,0.00024162201,0.00028147083],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01818183,0.00010486787,0.00019306943,0.00009007405,0.00060096296,0.00007029689,0.00030774937,0.000093010676,0.000591547],"category_scores_gemma":[0.014438196,0.00009633915,0.000065362474,0.000382164,0.0022785142,0.00033903393,0.00005390054,0.00022228422,0.0005697423],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010691472,0.00002505603,0.00013630783,0.0000048589823,0.000009575628,5.962598e-7,0.5967591,6.2970264e-7,0.00056368345,0.39765078,0.0020338313,0.0028048845],"study_design_scores_gemma":[0.0001604046,0.00013263014,0.00095465477,0.000018268947,0.0000025339048,7.084725e-8,0.58246404,0.000022524991,0.00054254377,0.17448895,0.24105735,0.00015599653],"about_ca_topic_score_codex":0.00022875961,"about_ca_topic_score_gemma":0.00018943817,"teacher_disagreement_score":0.2732968,"about_ca_system_score_codex":0.00010000356,"about_ca_system_score_gemma":0.00022207631,"threshold_uncertainty_score":0.9938636},"labels":[],"label_agreement":null},{"id":"W2002886697","doi":"10.1177/1476750307083711","title":"e-PAR","year":2008,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; York University","funders":"Health Canada","keywords":"Facilitator; Participatory action research; Promotion (chess); Health promotion; Action research; Public relations; Sociology; Citizen journalism; Focus group; Community-based participatory research; Psychology; Political science; Pedagogy; Social psychology; Nursing; Medicine; Public health","score_opus":0.9789274721031624,"score_gpt":0.8250937465979241,"score_spread":0.15383372550523833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002886697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7859642,0.000051749674,0.00026626195,0.0020721527,0.00016858184,0.00021870734,6.405729e-7,0.000089967725,0.21116775],"genre_scores_gemma":[0.9768937,0.000403791,0.00055892824,0.000042173746,0.00037524226,0.00006304183,4.8615965e-7,0.00000840909,0.021654189],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99348766,0.0037117922,0.00010486934,0.00019329209,0.0017821331,0.0007202477],"domain_scores_gemma":[0.99792075,0.0010542414,0.00001568302,0.00020888647,0.000451061,0.00034935924],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010180784,0.000042818174,0.00007501972,0.00023757851,0.0023473199,0.000047786416,0.0002908732,0.00008133268,0.0017561269],"category_scores_gemma":[0.006224284,0.00004264464,0.000035581794,0.0010127557,0.0013100719,0.0002919632,0.000069340684,0.00048534846,0.0017874084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033254133,0.00085884327,0.1647417,0.000044547436,0.00008015151,0.00037843277,0.06639233,0.0000149501275,0.07002608,0.12947004,0.39132276,0.17633763],"study_design_scores_gemma":[0.00012389412,0.00006523968,0.035694614,0.0000039994043,7.4452504e-7,0.0000022716004,0.0030671887,0.000048392514,0.009259295,0.002134649,0.94952923,0.0000704593],"about_ca_topic_score_codex":0.0029417698,"about_ca_topic_score_gemma":0.0005250153,"teacher_disagreement_score":0.5582065,"about_ca_system_score_codex":0.00024766626,"about_ca_system_score_gemma":0.0007849664,"threshold_uncertainty_score":0.9991564},"labels":[],"label_agreement":null},{"id":"W2003307244","doi":"10.1080/10714413.2012.687241","title":"The Reworking of Spatial Attribution: People with Intellectual Disabilites and the Micropolitics of Dissensus","year":2012,"lang":"en","type":"article","venue":"The Review of Education Pedagogy & Cultural Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Photography; Politics; Embodied cognition; Media studies; Visual arts; Psychology; Political science; Art; Computer science; Law; Artificial intelligence","score_opus":0.42408401288124065,"score_gpt":0.643552655683145,"score_spread":0.21946864280190437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003307244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5470637,0.43873346,0.00002362047,0.01261268,0.00025350536,0.000621974,0.000003640918,0.0000042912675,0.00068314164],"genre_scores_gemma":[0.85220915,0.14715192,0.000095878946,0.000041308183,0.00018622741,0.00006373175,0.0000011691873,0.0000031510417,0.00024749458],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969195,0.0020147078,0.00038261968,0.00008401455,0.00034814002,0.00025101518],"domain_scores_gemma":[0.99233854,0.0062923925,0.00032397878,0.00021935698,0.0007724224,0.00005329673],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00505673,0.00009123796,0.00035494126,0.000010124287,0.0007253941,0.0000122903075,0.00023529842,0.00002065324,0.000026959577],"category_scores_gemma":[0.014219008,0.000033147175,0.00007693378,0.0002890497,0.0048511494,0.000078900935,0.000104444865,0.00010971695,0.0000013400746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022764334,0.0003078789,0.056826305,0.0035100493,0.00055391225,2.6676263e-8,0.53448486,4.8729896e-7,0.00024643546,0.29702693,0.0034738926,0.10334161],"study_design_scores_gemma":[0.00032351955,0.00017339375,0.05648678,0.003975788,0.00063089846,0.0000053138256,0.7705763,0.000003419229,0.0020573458,0.0021566683,0.16341427,0.0001963259],"about_ca_topic_score_codex":0.0011959786,"about_ca_topic_score_gemma":0.00090392935,"teacher_disagreement_score":0.30514544,"about_ca_system_score_codex":0.000060771665,"about_ca_system_score_gemma":0.0002558098,"threshold_uncertainty_score":0.9978571},"labels":[],"label_agreement":null},{"id":"W2005372738","doi":"10.1177/1468794106065005","title":"Expressions of personhood in Alzheimer’s: moving from ethnographic text to performing ethnography","year":2006,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Institute of Health Services and Policy Research; Institute of Gender and Health; Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Canadian Nurses Foundation","keywords":"Personhood; Embodied cognition; Ethnography; Sociology; Immediacy; Appeal; Aesthetics; Psychology; Epistemology; Anthropology; Political science; Art","score_opus":0.8564210565874426,"score_gpt":0.7527300817271043,"score_spread":0.10369097486033829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005372738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97865856,0.0016747115,0.000623587,0.0012384312,0.000054612086,0.0007414877,0.000046091693,0.00004175464,0.01692077],"genre_scores_gemma":[0.98910356,0.000056501176,0.010198528,0.000027035961,0.00013520775,0.0002785419,0.000005620979,0.000026115953,0.00016892226],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97339535,0.021067705,0.0006047324,0.0005757264,0.0029003313,0.0014561331],"domain_scores_gemma":[0.98519754,0.013086663,0.00009701655,0.0003914465,0.00077582616,0.00045148478],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.037415046,0.00016719745,0.00039157155,0.001959938,0.00088139425,0.00008938711,0.00077702256,0.00019559407,0.00037363096],"category_scores_gemma":[0.011078756,0.00016364625,0.0001549981,0.005493513,0.0018946015,0.00041211126,0.0002715493,0.0010056667,0.00006871175],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013943184,0.0004106941,0.022637699,0.000026439053,0.00007056538,0.000013686976,0.8758303,0.000030639294,0.06293031,0.023396943,0.00090779545,0.0136054875],"study_design_scores_gemma":[0.00051028345,0.0002923516,0.029334007,0.00039237805,0.0000120231,5.5803905e-8,0.9201042,0.00019368285,0.0125943795,0.03076251,0.005485665,0.0003184669],"about_ca_topic_score_codex":0.08127265,"about_ca_topic_score_gemma":0.011434077,"teacher_disagreement_score":0.069838576,"about_ca_system_score_codex":0.00016383975,"about_ca_system_score_gemma":0.0005973514,"threshold_uncertainty_score":0.99725133},"labels":[],"label_agreement":null},{"id":"W2005374348","doi":"10.1111/j.1467-9566.2008.01119.x","title":"Becoming a ‘real’ smoker: cultural capital in young women's accounts of smoking and other substance use","year":2008,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Psychosocial; Narrative; Social capital; Cultural capital; Context (archaeology); Psychology; Sociology; Construct (python library); Social psychology; Gender studies; Developmental psychology; Social science; Geography; Psychiatry","score_opus":0.4671149456737928,"score_gpt":0.5716385249399817,"score_spread":0.10452357926618888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005374348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981682,0.0007564805,0.000024674917,0.00030795712,0.00019500776,0.00027088562,0.000016266482,0.000018247281,0.00024232002],"genre_scores_gemma":[0.9987398,0.0007086745,0.00022416905,0.0001684309,0.000040606395,0.000047106318,9.62908e-7,0.000011383409,0.00005890619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995711,0.0023786253,0.00050120393,0.0002531374,0.0003450865,0.00081093505],"domain_scores_gemma":[0.99838316,0.0008870172,0.00031255392,0.00013539553,0.00012188055,0.00015997575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005662559,0.00011392914,0.0005183042,0.000111957044,0.00058395596,0.00000644908,0.00020522911,0.0001929935,0.00004078288],"category_scores_gemma":[0.0009836963,0.00010821111,0.000041668034,0.00021908134,0.003672703,0.00029408373,0.000044785163,0.0002816868,0.0000010166805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028675648,0.000037711565,0.5820848,0.000038393686,0.0000116622205,0.0000025857514,0.41450903,0.0000020068778,0.00012861734,0.0025930698,0.000012584734,0.00055090233],"study_design_scores_gemma":[0.0006685738,0.00010549216,0.8099911,0.00006248698,0.00000280591,0.0000024109888,0.1864635,0.0000138821915,0.000118351665,0.0020650167,0.00035339218,0.00015295182],"about_ca_topic_score_codex":0.03323651,"about_ca_topic_score_gemma":0.0083501795,"teacher_disagreement_score":0.22804551,"about_ca_system_score_codex":0.00044931305,"about_ca_system_score_gemma":0.0006227095,"threshold_uncertainty_score":0.99903876},"labels":[],"label_agreement":null},{"id":"W2005512197","doi":"10.1037/a0021775","title":"Look–normal: The colonized child of developmental science.","year":2011,"lang":"en","type":"article","venue":"History of Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Transcendence (philosophy); Meaning (existential); Child development; Sociology; White (mutation); Developmental psychology; Epistemology; Psychology; Psychoanalysis; Philosophy","score_opus":0.6684951383495368,"score_gpt":0.6042757174899924,"score_spread":0.06421942085954435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005512197","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32755905,0.000437732,0.00011856829,0.00018567004,0.0010490287,0.00017802806,0.000001310593,0.00001906037,0.6704515],"genre_scores_gemma":[0.99383724,0.00003700081,0.0037542614,0.0003014006,0.000036154146,0.000020541971,1.5863078e-7,0.0000065989375,0.0020066218],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795246,0.00071126054,0.0002658613,0.00019988467,0.00048956607,0.00038098174],"domain_scores_gemma":[0.9991661,0.00013628682,0.00016446624,0.00023314255,0.00016883384,0.00013120157],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055145235,0.00006471979,0.00017021911,0.00017334774,0.00027145311,0.0000020483817,0.00083192805,0.00006912313,0.002378043],"category_scores_gemma":[0.0009917204,0.000053004853,0.000052015832,0.00036771002,0.009812188,0.00012122034,0.000073502735,0.0001510789,0.000049014878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075936713,0.0013754799,0.044046476,0.000040824907,0.000100604164,0.000019752477,0.51841015,3.289417e-7,0.08920315,0.26863474,0.056664854,0.020744316],"study_design_scores_gemma":[0.0006642268,0.00029493688,0.14774092,0.000017111903,0.00001694683,0.000005819254,0.0044568325,0.0000043028454,0.006340983,0.0018328903,0.8384663,0.00015877302],"about_ca_topic_score_codex":0.0007246561,"about_ca_topic_score_gemma":0.00036279013,"teacher_disagreement_score":0.7818014,"about_ca_system_score_codex":0.00038136193,"about_ca_system_score_gemma":0.0014169253,"threshold_uncertainty_score":0.9985339},"labels":[],"label_agreement":null},{"id":"W2007961071","doi":"10.1177/0193945907303038","title":"Commentary by Leipert","year":2008,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology","score_opus":0.8449753424422571,"score_gpt":0.7327770018560767,"score_spread":0.11219834058618039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007961071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611949,0.0013173174,0.0005564288,0.026872803,0.00036898843,0.00014874607,0.0000025643521,0.000014407821,0.009523871],"genre_scores_gemma":[0.9958419,0.0005591039,0.00065277406,0.00033838363,0.0006579451,0.0000030025303,5.3250045e-7,0.000017971828,0.0019283426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99094063,0.00484527,0.0003724984,0.00011943376,0.0028561717,0.0008659773],"domain_scores_gemma":[0.99690545,0.001365942,0.00011092449,0.00018084134,0.0007669813,0.0006698835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014357194,0.00008272854,0.00022993321,0.00034614516,0.0011959178,0.00010277556,0.00076298945,0.000085601074,0.00013052819],"category_scores_gemma":[0.0019145572,0.000074415075,0.00009177675,0.00058408343,0.0022516695,0.0004822918,0.0000493682,0.00095847924,0.000049710085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032267772,0.0010288055,0.083253935,0.000009517069,0.000047809488,0.00036463267,0.08589871,0.0000032311461,0.013209588,0.00027772976,0.73134637,0.084236994],"study_design_scores_gemma":[0.002111186,0.0022948454,0.033686746,0.0011973868,0.00002582128,0.0003574743,0.04150034,0.000034391644,0.010909237,0.0058360226,0.9016143,0.00043223865],"about_ca_topic_score_codex":0.00026923473,"about_ca_topic_score_gemma":0.00002404255,"teacher_disagreement_score":0.17026794,"about_ca_system_score_codex":0.00077965186,"about_ca_system_score_gemma":0.0006523829,"threshold_uncertainty_score":0.9198154},"labels":[],"label_agreement":null},{"id":"W2007986247","doi":"10.1007/s10912-010-9119-z","title":"Grafting Orchids and Ugly: Theatre, Disability and Arts-Based Health Research","year":2010,"lang":"en","type":"article","venue":"Journal of Medical Humanities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Geneticist; Narrative; Disability studies; The arts; Sociology; Public relations; Field (mathematics); Media studies; Political science; Art; Visual arts; Gender studies; Literature","score_opus":0.8150219651582759,"score_gpt":0.715436125033678,"score_spread":0.09958584012459781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007986247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769198,0.0007160296,0.00011435547,0.017252184,0.00027231197,0.00012535181,0.0000020665184,0.000013651528,0.004584275],"genre_scores_gemma":[0.9971943,0.00031322462,0.0010357932,0.00037282123,0.00096266,0.0000046326936,2.1469006e-7,0.000008818142,0.000107522865],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925116,0.0030100166,0.0004549112,0.0001435508,0.003309278,0.0005706578],"domain_scores_gemma":[0.9939804,0.0045258864,0.00014038457,0.00012623529,0.00030711634,0.00091999286],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058731493,0.00008089457,0.00028049725,0.00011103274,0.0011513653,0.00021152846,0.00036675672,0.00012648215,0.00047589574],"category_scores_gemma":[0.013197923,0.00006056157,0.000048715177,0.00015994826,0.0066751465,0.00022902229,0.00011593456,0.0017532279,0.0000019111776],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019156007,0.00064419955,0.18470341,0.00040319804,0.00006124091,0.00010779593,0.06081355,4.350689e-7,0.00041729392,0.2223793,0.002137682,0.5281403],"study_design_scores_gemma":[0.0030663123,0.0029942223,0.1718084,0.0011955478,0.000033528613,0.000050430855,0.09479436,0.00084464747,0.00039431726,0.090154774,0.6341757,0.00048771448],"about_ca_topic_score_codex":0.0012670236,"about_ca_topic_score_gemma":0.0062686014,"teacher_disagreement_score":0.63203806,"about_ca_system_score_codex":0.000100754645,"about_ca_system_score_gemma":0.0016162741,"threshold_uncertainty_score":0.9960281},"labels":[],"label_agreement":null},{"id":"W2008026301","doi":"10.1177/1476750307077324","title":"Participatory action research and the culture of fear","year":2007,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sociology; Courage; Resistance (ecology); Participatory action research; Democracy; Environmental ethics; Action (physics); Alienation; Economic Justice; Citizen journalism; Action research; Aesthetics; Social psychology; Pedagogy; Law; Psychology; Political science; Politics","score_opus":0.9563599319285468,"score_gpt":0.8085075797687068,"score_spread":0.14785235215984005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008026301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93747354,0.00048907846,0.00030114953,0.0021897703,0.00021111286,0.0008932858,0.0000019023338,0.00004518258,0.058394987],"genre_scores_gemma":[0.9909404,0.000962388,0.00018798003,0.000025625233,0.00041903718,0.000092491864,7.256678e-7,0.000013750517,0.007357588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9825524,0.011597154,0.0003369648,0.00035652556,0.0038086616,0.0013482578],"domain_scores_gemma":[0.9906072,0.0067738127,0.00006693692,0.00038764306,0.0017459603,0.00041846457],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.12138903,0.00008415568,0.00018564478,0.00046483253,0.0022904917,0.00015009214,0.00044391523,0.00021018251,0.00028151151],"category_scores_gemma":[0.01432254,0.00006019317,0.000054775745,0.002092557,0.0066383486,0.0003688463,0.00021695602,0.0015439137,0.000099694626],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056751496,0.0008928981,0.027912263,0.00025585014,0.00018587676,0.000039737697,0.23891068,0.0000072757775,0.11156301,0.3720291,0.03388254,0.20864561],"study_design_scores_gemma":[0.002040428,0.000704005,0.047904473,0.00007745532,0.000015680707,0.0000034590144,0.33246455,0.0002473395,0.08815979,0.040376145,0.48776957,0.00023710266],"about_ca_topic_score_codex":0.0059042308,"about_ca_topic_score_gemma":0.003018183,"teacher_disagreement_score":0.45388705,"about_ca_system_score_codex":0.0003481155,"about_ca_system_score_gemma":0.00053993415,"threshold_uncertainty_score":0.9990084},"labels":[],"label_agreement":null},{"id":"W2008558872","doi":"10.3148/74.1.2013.14","title":"Using Photovoice with At-risk Youth: In a Community-based Cooking Program","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University; Middlesex London Health Unit","funders":"","keywords":"Photovoice; Medical education; Curriculum; Psychology; Qualitative research; Pedagogy; Medicine; Sociology","score_opus":0.7348819782639967,"score_gpt":0.6503870802080194,"score_spread":0.08449489805597732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008558872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99166644,0.00055161654,0.000061042265,0.0022294342,0.00004294879,0.0005792507,0.0000042613833,0.0000051067927,0.0048598857],"genre_scores_gemma":[0.9926662,0.00013506414,0.0068972795,0.00012898746,0.00007253068,0.000020446061,4.960702e-7,0.000015938078,0.00006306041],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9847163,0.012801358,0.00029935042,0.00012639,0.0010677265,0.0009888869],"domain_scores_gemma":[0.9912102,0.00539116,0.00020562326,0.0002078402,0.0014740679,0.0015110895],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02741662,0.00009625023,0.00021335663,0.00070753787,0.0020330271,0.0004577674,0.0004302014,0.000106708656,0.00010060985],"category_scores_gemma":[0.021390237,0.00007913643,0.0000344073,0.0010639929,0.001586471,0.00075763697,0.000049961596,0.0022452835,0.000011084303],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012149613,0.0014884282,0.5534402,0.0004417459,0.0003699808,0.0020342828,0.33238247,0.0004407953,0.003044733,0.000678308,0.0011389736,0.1033251],"study_design_scores_gemma":[0.0051610484,0.0072668428,0.0519038,0.002574868,0.0003448811,0.00011367726,0.7626281,0.0044163465,0.0018649094,0.0018201951,0.16097054,0.0009348142],"about_ca_topic_score_codex":0.44950843,"about_ca_topic_score_gemma":0.3311035,"teacher_disagreement_score":0.5015364,"about_ca_system_score_codex":0.00076402863,"about_ca_system_score_gemma":0.0066321325,"threshold_uncertainty_score":0.9992662},"labels":[],"label_agreement":null},{"id":"W2010476214","doi":"10.1080/14623940308266","title":"A Reflexive Inquiry of Two Non-Smokers: A Trans-Generational Tale of Social Gospel and Social Norms Marketing","year":2003,"lang":"en","type":"article","venue":"Reflective Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"St. Francis Xavier University","keywords":"Reflexivity; Sociology; Gospel; Meaning (existential); Situated; Ethnography; Social marketing; Gender studies; Psychology; Social science; Public relations; Political science; Literature; Anthropology; Art","score_opus":0.4552970225818874,"score_gpt":0.6435069455449912,"score_spread":0.1882099229631038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010476214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85317314,0.0001553799,0.0063780723,0.0010804803,0.00018222275,0.00052993046,0.000022047701,0.000025161557,0.13845359],"genre_scores_gemma":[0.98277146,0.0000575584,0.016349437,0.00011148842,0.0003459369,0.000039983206,0.0000018633223,0.000017570981,0.0003047038],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9918892,0.0061922125,0.00038176068,0.00031530764,0.00078887097,0.0004326807],"domain_scores_gemma":[0.9957713,0.0029014298,0.00041025796,0.00008815384,0.00072167936,0.000107207365],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010520111,0.00014049506,0.00034393102,0.00012219502,0.0007246025,0.000047557995,0.00013704963,0.00014212403,0.0001334472],"category_scores_gemma":[0.010326437,0.00014263301,0.00010387218,0.0005852097,0.0010958357,0.00079141225,0.00003154598,0.0002809432,0.0000032200608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025268958,0.0010319958,0.0028610737,0.00013492865,0.0005080735,0.000016466294,0.4902827,0.000015635827,0.21624921,0.26570845,0.0003943187,0.02027021],"study_design_scores_gemma":[0.011187299,0.0025430545,0.09050731,0.00016541891,0.0009300782,0.000028063485,0.40297222,0.0006448407,0.18956129,0.02252837,0.27696487,0.0019671558],"about_ca_topic_score_codex":0.0007270037,"about_ca_topic_score_gemma":0.0005277154,"teacher_disagreement_score":0.27657056,"about_ca_system_score_codex":0.0002998269,"about_ca_system_score_gemma":0.0011027583,"threshold_uncertainty_score":0.99801},"labels":[],"label_agreement":null},{"id":"W2010661108","doi":"10.1002/asi.21618","title":"Visual approaches and photography for the study of immediate information space","year":2011,"lang":"en","type":"article","venue":"Journal of the American Society for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Photography; Visual research; Scholarship; Discipline; Section (typography); Space (punctuation); Field (mathematics); Visual arts; Sociology; Computer science; Information science; Data science; Library science; Social science; Art","score_opus":0.3183490116135773,"score_gpt":0.5095892151938881,"score_spread":0.1912402035803108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010661108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904296,0.00003080155,0.0069423746,0.0016053254,0.00008444209,0.00073195883,0.0000037855184,0.000008868053,0.0001628629],"genre_scores_gemma":[0.9951327,0.00012041986,0.0045216987,0.00016284118,0.000015198653,0.000043445318,6.7939645e-8,0.0000014274655,0.0000021872925],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99878824,0.000051821804,0.00034171186,0.000046321493,0.0005541605,0.00021776702],"domain_scores_gemma":[0.99771535,0.00033116114,0.0009262685,0.00010887566,0.0008595259,0.000058810565],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0072056553,0.00005510086,0.00015444285,0.0002502079,0.0007956412,0.00006785475,0.00051389035,0.000035143876,6.4288974e-7],"category_scores_gemma":[0.0022641309,0.000030925,0.00008898028,0.0018982978,0.004456264,0.0019787648,0.00011372472,0.00013061178,1.457345e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030115902,0.00022501397,0.046268433,0.00006550072,0.0002265368,4.361912e-8,0.37248364,0.000012347614,0.0012801554,0.03863893,0.00096996006,0.53952825],"study_design_scores_gemma":[0.0010431447,0.002054866,0.03427357,0.000013050759,0.00008760148,0.000004714603,0.927064,0.0034989247,0.0038714383,0.0032791994,0.024695575,0.0001139218],"about_ca_topic_score_codex":0.000107764674,"about_ca_topic_score_gemma":0.000013177926,"teacher_disagreement_score":0.55458033,"about_ca_system_score_codex":0.000038980892,"about_ca_system_score_gemma":0.00033569583,"threshold_uncertainty_score":0.99825305},"labels":[],"label_agreement":null},{"id":"W2011951526","doi":"10.1080/15575330.2012.705868","title":"Community engagement and transformation: case studies in municipal sustainability planning from Alberta, Canada","year":2012,"lang":"en","type":"article","venue":"Community Development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Legislative Assembly of Saskatchewan","funders":"Australian Government","keywords":"Sustainability; Community engagement; Environmental planning; Business; Public administration; Environmental resource management; Political science; Regional science; Geography; Public relations; Economics","score_opus":0.7361523247027387,"score_gpt":0.6090687975531265,"score_spread":0.12708352714961224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011951526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955728,0.0005171954,0.000061355255,0.00046221743,0.00013942088,0.00041683528,0.000004529963,0.000021824852,0.0028038055],"genre_scores_gemma":[0.998479,0.000029382856,0.0011086457,0.00014507587,0.00002248469,0.00011122968,0.000011691858,0.0000075179037,0.00008494435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98033017,0.018104307,0.00039080105,0.00008155582,0.0004217694,0.00067136955],"domain_scores_gemma":[0.9931996,0.0058241854,0.00006431547,0.00040399027,0.00016953566,0.00033841],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019330705,0.00015180156,0.0002678491,0.00008290606,0.0041505517,0.00004397751,0.0003947058,0.0000661556,0.00004217236],"category_scores_gemma":[0.0054078335,0.00015653654,0.00001689792,0.00027139735,0.00051696994,0.00041140994,0.0005190528,0.0013438271,0.0000016929841],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017896218,0.00019288326,0.084627196,0.000079689904,0.00004778983,0.000031765194,0.90714103,0.00001705002,0.0000026654252,0.00046951318,0.00009971073,0.007272796],"study_design_scores_gemma":[0.00029274923,0.000016773647,0.14800565,0.00005555071,0.000008564312,0.000004707787,0.8178822,0.00003199955,0.00014535213,0.00046717556,0.032903414,0.00018589539],"about_ca_topic_score_codex":0.97622746,"about_ca_topic_score_gemma":0.9928117,"teacher_disagreement_score":0.08925889,"about_ca_system_score_codex":0.0025489938,"about_ca_system_score_gemma":0.0015178018,"threshold_uncertainty_score":0.9971459},"labels":[],"label_agreement":null},{"id":"W2013063035","doi":"10.1016/j.socscimed.2009.01.044","title":"Genetics on stage: Public engagement in health policy development on preimplantation genetic diagnosis","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Trent University; University of British Columbia","funders":"","keywords":"Fieldnotes; CLARITY; Public engagement; Context (archaeology); Public relations; Public health; Reflexivity; Focus group; Sociology; Public policy; Political science; Medicine; Social science; Nursing; History; Biology; Law","score_opus":0.6233520721481942,"score_gpt":0.6690569764808196,"score_spread":0.04570490433262542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013063035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238663,0.0001209998,0.0002925351,0.052435484,0.0002623937,0.0008641789,0.0000026709101,0.00006672172,0.022088772],"genre_scores_gemma":[0.9937371,0.00031789826,0.00044485598,0.004579754,0.00060794357,0.00008423429,0.000002113239,0.000007242869,0.00021883566],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99359685,0.0016237149,0.00046539347,0.00046041678,0.0026340142,0.0012196209],"domain_scores_gemma":[0.9984954,0.00040674815,0.00017087617,0.0001672677,0.00015208503,0.0006076399],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014151958,0.00014906026,0.00025193993,0.0007056019,0.001854129,0.00009245242,0.00061721413,0.00006700492,0.00014874052],"category_scores_gemma":[0.0058314702,0.00013159661,0.000024616635,0.0027929673,0.001279008,0.00017472332,0.000040945844,0.00030919217,0.00002795888],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002513014,0.0003188756,0.020372836,0.000014692012,0.0000038332005,0.000010304215,0.15557754,0.000034672652,0.000421688,0.081790365,0.00059952826,0.74083054],"study_design_scores_gemma":[0.00091982,0.0013614934,0.83376724,0.00015311336,0.0000033792865,2.2696047e-7,0.0088477135,0.00007488613,0.0010330152,0.0038131035,0.14973424,0.00029178977],"about_ca_topic_score_codex":0.0016152416,"about_ca_topic_score_gemma":0.0010759915,"teacher_disagreement_score":0.81339437,"about_ca_system_score_codex":0.002356497,"about_ca_system_score_gemma":0.0046282043,"threshold_uncertainty_score":0.9994453},"labels":[],"label_agreement":null},{"id":"W2013537486","doi":"10.1177/1468794112446104","title":"‘If you can call it a poem’: toward a framework for the assessment of arts-based works","year":2012,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"","keywords":"The arts; Performative utterance; Sociology; Arts in education; Normative; Visual arts; Computer science; Psychology; Epistemology; Aesthetics; Art","score_opus":0.9252908332090877,"score_gpt":0.8223612904170058,"score_spread":0.10292954279208189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013537486","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060489044,0.0012609904,0.85392904,0.065070465,0.00043217986,0.0041633896,0.00016448014,0.00007041069,0.014419972],"genre_scores_gemma":[0.9341597,0.00006911551,0.0629426,0.00022435568,0.00039540647,0.0012297295,0.00000405266,0.000027276832,0.0009477649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9758431,0.01849835,0.00043234607,0.0003223275,0.0031180452,0.0017858442],"domain_scores_gemma":[0.9346238,0.062716305,0.00013366842,0.00046702143,0.0014492476,0.0006099964],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0970705,0.00014989462,0.00033960212,0.00024593636,0.0010651505,0.00014419353,0.0008620896,0.00020531843,0.00039374546],"category_scores_gemma":[0.04738226,0.000109073546,0.00018218473,0.0014292885,0.0025892856,0.00022590169,0.00015784973,0.0010540122,0.00002294463],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015786737,0.00041934117,0.004088015,0.00011608901,0.000116651056,0.0000013216035,0.41203016,0.000022729315,0.00037475897,0.56207407,0.0040381714,0.016560808],"study_design_scores_gemma":[0.0009251946,0.0009946395,0.00925962,0.00045286654,0.000042362764,1.2375392e-7,0.76034874,0.0041225334,0.0019010123,0.06975617,0.15176035,0.00043638036],"about_ca_topic_score_codex":0.003066572,"about_ca_topic_score_gemma":0.00047612982,"teacher_disagreement_score":0.87367064,"about_ca_system_score_codex":0.0006395781,"about_ca_system_score_gemma":0.002370649,"threshold_uncertainty_score":0.96064204},"labels":[],"label_agreement":null},{"id":"W2015964200","doi":"10.1111/j.1541-0064.2012.00419.x","title":"Research is ceremony: Indigenous research methods by Shawn Wilson","year":2012,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Watson; Ceremony; Geographer; Indigenous; Citation; Library science; Sociology; History; Computer science; Geography; Cartography; Artificial intelligence; Archaeology","score_opus":0.41039611788523167,"score_gpt":0.5815584617119675,"score_spread":0.17116234382673579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015964200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9049709,0.025818394,0.00003142868,0.0052210204,0.0015167657,0.0020095478,0.00041752672,0.00025480863,0.059759624],"genre_scores_gemma":[0.9807049,0.0075109983,0.0032402843,0.00089633575,0.0011631057,0.000788156,0.000055816043,0.00018164497,0.00545878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9703323,0.013807403,0.0007402129,0.0011905361,0.0030523704,0.01087713],"domain_scores_gemma":[0.98187673,0.0044379514,0.0001383,0.0014540204,0.002083087,0.010009936],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","research_integrity","insufficient_payload"],"consensus_categories":["bibliometrics","sts"],"category_scores_codex":[0.050952587,0.0005787991,0.00074095355,0.013598421,0.010338891,0.0008165397,0.0025780199,0.0008423525,0.0013374863],"category_scores_gemma":[0.0059457184,0.0006325888,0.00041877053,0.028672606,0.014664385,0.0013177943,0.00031083322,0.0025302807,0.00021844104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006218328,0.00023021936,0.247368,0.000104594794,0.00039192775,0.000113710055,0.1548042,6.4605047e-7,0.0006742122,0.05274606,0.43132728,0.11217696],"study_design_scores_gemma":[0.00020224656,0.00020407964,0.019783454,0.000053914016,0.0000278173,0.0000086964055,0.10767903,0.0000040342084,0.00051457115,0.005384689,0.8654593,0.00067812577],"about_ca_topic_score_codex":0.9574171,"about_ca_topic_score_gemma":0.98506176,"teacher_disagreement_score":0.43413204,"about_ca_system_score_codex":0.0015543309,"about_ca_system_score_gemma":0.0032666011,"threshold_uncertainty_score":0.99977094},"labels":[],"label_agreement":null},{"id":"W2016096294","doi":"10.7202/1026203ar","title":"Turning the World Inside Out: Situating JR’s Wish within Cultures of Participation","year":2014,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Humanities; Portrait; Art; Publics; Political science; Philosophy; Art history; Law","score_opus":0.3288101723871482,"score_gpt":0.5234117909593715,"score_spread":0.1946016185722233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016096294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564542,0.0006539935,0.0006012591,0.010110068,0.0020033866,0.00046760603,0.000017320644,0.000041773634,0.02965036],"genre_scores_gemma":[0.9428951,0.000028608854,0.0017540269,0.00061142305,0.0011815198,0.000063942716,0.00000763519,0.00003308648,0.053424656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931559,0.0038797902,0.0007576554,0.00043306928,0.00052453566,0.0012490806],"domain_scores_gemma":[0.99551237,0.0024002953,0.00056925236,0.0004913139,0.00033848613,0.0006882657],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010497102,0.0002467234,0.0004684477,0.00014101306,0.0008575418,0.000108228785,0.0005403204,0.00015109609,0.00041126253],"category_scores_gemma":[0.014913939,0.00021433117,0.00016254057,0.0009985254,0.0011697763,0.0004172965,0.00012943258,0.0006521324,0.0001732078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000579782,0.00018658563,0.017341563,0.00037717458,0.00021477524,0.000034646535,0.27121368,0.008366172,0.011092222,0.5205388,0.011275699,0.1593007],"study_design_scores_gemma":[0.00042805582,0.00027042514,0.012838664,0.00089518924,0.00022374783,0.000004307557,0.009766805,0.033460736,0.006710265,0.008289407,0.92656606,0.0005463379],"about_ca_topic_score_codex":0.014352913,"about_ca_topic_score_gemma":0.61819965,"teacher_disagreement_score":0.91529036,"about_ca_system_score_codex":0.0004797054,"about_ca_system_score_gemma":0.00035712234,"threshold_uncertainty_score":0.9933839},"labels":[],"label_agreement":null},{"id":"W2017664328","doi":"10.3138/ctr.154.007","title":"Layering Theatre’s Potential for Change: Drama, Education, and Community in Aboriginal Health Research","year":2013,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"First Nations University of Canada; University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Drama; Indigenous; Affect (linguistics); General partnership; The arts; Sociology; Public relations; Work (physics); Visual arts; Media studies; Political science; Art; Engineering","score_opus":0.6162817917340466,"score_gpt":0.6559846935452,"score_spread":0.039702901811153324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017664328","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14148998,0.57233983,0.00008319189,0.21158828,0.00076869014,0.015943779,0.00009519951,0.00008402699,0.05760704],"genre_scores_gemma":[0.83584946,0.14947394,0.0016820579,0.0075754556,0.00075138855,0.003873836,0.000022170541,0.000046067827,0.0007256469],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99088794,0.007277739,0.0002624827,0.00019953032,0.0003369531,0.0010353265],"domain_scores_gemma":[0.99736637,0.0006594373,0.00004652852,0.00033707567,0.00028870156,0.001301867],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017721051,0.00010425661,0.00030085383,0.00027548772,0.0015112786,0.00013260555,0.0004034599,0.00006974052,0.0002615282],"category_scores_gemma":[0.00080361107,0.00009992626,0.00004570431,0.0007146046,0.00034809575,0.0002872728,0.000031236148,0.0006213366,0.00005188673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001901422,0.000060823335,0.0022457114,0.0013175649,0.0000062672457,0.0000012058438,0.0077986857,1.2783187e-7,0.0000052641435,0.005218392,0.011536066,0.971808],"study_design_scores_gemma":[0.0001005246,0.00008180971,0.004670044,0.001950671,0.000005869253,0.0000017824566,0.0050382847,0.00003342395,0.0000016895722,0.003920247,0.9840728,0.00012286814],"about_ca_topic_score_codex":0.8838172,"about_ca_topic_score_gemma":0.83615017,"teacher_disagreement_score":0.97253674,"about_ca_system_score_codex":0.0009443801,"about_ca_system_score_gemma":0.0071670935,"threshold_uncertainty_score":0.99978864},"labels":[],"label_agreement":null},{"id":"W2021140456","doi":"10.5737/1181912x144238243","title":"Les arts visuels et la promotion de la santé du sein: Points de vue d’artistes","year":2004,"lang":"fr","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.2931089779555826,"score_gpt":0.6179692720905863,"score_spread":0.32486029413500367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021140456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7250318,0.0036560397,0.020601297,0.09880489,0.0020916602,0.00030297585,0.000023642517,0.000044139386,0.14944355],"genre_scores_gemma":[0.98095095,0.00079426524,0.014633742,0.0011327416,0.0014518215,0.000014025274,0.0000013599869,0.00004275791,0.0009783417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9815823,0.015585301,0.00040528766,0.0002823793,0.00040951584,0.0017352046],"domain_scores_gemma":[0.99488425,0.0016691319,0.00023230148,0.00014010454,0.00022109768,0.002853137],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.018229006,0.00022284976,0.00035463696,0.0003792226,0.0015892889,0.00038705562,0.0004091131,0.0007743019,0.0011452532],"category_scores_gemma":[0.0053794486,0.00025914883,0.00014572447,0.0004695571,0.0030823103,0.00046872604,0.00001855096,0.0016527408,0.000076997334],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000056761954,0.00077051646,0.0095502185,0.000031253017,0.00010342522,0.006402217,0.09546288,0.0003379748,0.0013860344,0.122537985,0.015012393,0.74834836],"study_design_scores_gemma":[0.0020519975,0.0015226773,0.11131793,0.0028230865,0.00020898969,0.0074348077,0.015222017,0.00072456227,0.0008748926,0.23843753,0.6187554,0.0006260738],"about_ca_topic_score_codex":0.028868183,"about_ca_topic_score_gemma":0.105758145,"teacher_disagreement_score":0.74772227,"about_ca_system_score_codex":0.021401493,"about_ca_system_score_gemma":0.027366973,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W2021158630","doi":"10.1177/0002764202045008005","title":"Blue Wolf Says Goodbye for the Last Time","year":2002,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Theme (computing); Indigenous; Beauty; Narrative; Sociology; The arts; Aesthetics; Expression (computer science); History; Environmental ethics; Media studies; Visual arts; Art; Literature","score_opus":0.470891692444524,"score_gpt":0.5949620573475127,"score_spread":0.12407036490298873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021158630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823281,0.00015402005,0.001799475,0.0023705342,0.0007197246,0.0010915822,0.00008465049,0.00019498511,0.011256932],"genre_scores_gemma":[0.9786325,0.000024868225,0.0020941165,0.0002235552,0.0002800231,0.00022764357,0.0000029705716,0.000023453053,0.018490834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969405,0.0005759348,0.00020937313,0.00039186902,0.00091879716,0.0009635162],"domain_scores_gemma":[0.9982839,0.00064153096,0.00012894387,0.0003824409,0.00015357454,0.0004095663],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0027035004,0.00013545032,0.00020865192,0.00008491267,0.0018113405,0.00032880457,0.0008493022,0.00004100049,0.0018697204],"category_scores_gemma":[0.00067155797,0.00010427739,0.00014412122,0.001346529,0.0042010345,0.00024163333,0.000118727796,0.00016614325,0.0008535676],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035739933,0.0010650125,0.032962363,0.0000066715,0.000036004323,0.000027353288,0.01887653,0.000019719184,0.011254141,0.008466155,0.15426727,0.772983],"study_design_scores_gemma":[0.00030869263,0.0003984565,0.022399371,0.000009975545,0.00007176909,0.0000014786871,0.0047650607,0.0012874171,0.0007090339,0.00010773743,0.9696022,0.00033878998],"about_ca_topic_score_codex":0.0042457385,"about_ca_topic_score_gemma":0.0028964023,"teacher_disagreement_score":0.8153349,"about_ca_system_score_codex":0.00020111061,"about_ca_system_score_gemma":0.000108586384,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W2021851172","doi":"10.1177/109019810002700407","title":"Using Communicative Action in the Primary Prevention of Cancer","year":2000,"lang":"en","type":"review","venue":"Health Education & Behavior","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; Interior Health","funders":"","keywords":"Primary prevention; Health promotion; Cancer prevention; Action (physics); Health education; Public health; Promotion (chess); Communicative action; Psychology; Disease prevention; Medicine; Disease; Cancer; Political science; Nursing; Environmental health; Sociology","score_opus":0.9456663297969442,"score_gpt":0.8217281325237304,"score_spread":0.12393819727321376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021851172","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001374305,0.9943216,0.000009648053,0.00025143265,0.0003247674,0.0029598188,0.0000163287,0.000011105862,0.0007309934],"genre_scores_gemma":[0.000103035854,0.99566054,0.0011480714,0.00009467266,0.00015012799,0.0024619522,0.000041313426,0.000016375501,0.00032393314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98753124,0.010729899,0.00068741775,0.0001998031,0.000518681,0.00033294508],"domain_scores_gemma":[0.99811006,0.0005281038,0.0007203972,0.00041629517,0.000109688495,0.000115456016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055905534,0.00013190306,0.0006072569,0.00023788979,0.00038891652,0.000029517414,0.00050023507,0.00016415921,0.00027540154],"category_scores_gemma":[0.0001980862,0.00010766564,0.00013878227,0.0009213948,0.00023714539,0.00016113721,0.000026810474,0.0005184185,0.000008317734],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022444933,0.0005148592,0.00014146512,0.001411398,0.0000037817626,6.8601686e-8,0.0074768104,1.5631569e-7,2.2101358e-7,0.00024593025,0.000104990904,0.99009806],"study_design_scores_gemma":[0.000037513004,0.000028967339,0.0021594416,0.004575973,0.00012279795,5.3997945e-7,0.0029106527,4.1982545e-7,2.6331148e-7,0.00004894485,0.9900276,0.00008687246],"about_ca_topic_score_codex":0.023748437,"about_ca_topic_score_gemma":0.0051276158,"teacher_disagreement_score":0.9900112,"about_ca_system_score_codex":0.0020794675,"about_ca_system_score_gemma":0.022538085,"threshold_uncertainty_score":0.9830032},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2023778718","doi":"10.1177/1077800410374180","title":"Relational Inquiry: Generating New Knowledge With Adolescent Girls Who Use Crystal Meth","year":2010,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; University of Victoria","keywords":"Subjectivity; Narrative; Qualitative research; Phenomenon; Psychology; Lived experience; Narrative inquiry; Participant observation; Social psychology; Developmental psychology; Sociology; Epistemology; Social science; Psychoanalysis","score_opus":0.8205395741968967,"score_gpt":0.6716014544473863,"score_spread":0.14893811974951043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023778718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90830857,0.00012515797,0.084796056,0.000812069,0.00096458575,0.00053637254,0.000015251434,0.00013801928,0.0043039313],"genre_scores_gemma":[0.8743148,0.000010295062,0.11604624,0.0003696161,0.0028928963,0.00008311735,0.000015465035,0.00005532297,0.00621226],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98984694,0.007143305,0.00047539303,0.00055075483,0.001167778,0.0008158009],"domain_scores_gemma":[0.9933725,0.004646227,0.00022765111,0.0003468019,0.0006493807,0.00075741636],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010426915,0.000253298,0.00035898367,0.00020464788,0.00088180567,0.0002910835,0.0003652193,0.00022078838,0.00042591296],"category_scores_gemma":[0.012879326,0.00022201338,0.00009993792,0.00078540127,0.0024383545,0.0011544443,0.00012931957,0.00089606387,0.00015660372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010842758,0.00017029006,0.0046190866,0.000022069962,0.000067723435,0.000008627451,0.7385861,0.000029435412,0.01107724,0.22820422,0.0128400745,0.004266659],"study_design_scores_gemma":[0.0034425133,0.0010196465,0.05913478,0.00048045936,0.0001266377,0.000006077416,0.5211947,0.0015884956,0.004922001,0.020585453,0.38536406,0.0021351841],"about_ca_topic_score_codex":0.00082018424,"about_ca_topic_score_gemma":0.0020320718,"teacher_disagreement_score":0.372524,"about_ca_system_score_codex":0.0002646047,"about_ca_system_score_gemma":0.0020379298,"threshold_uncertainty_score":0.9954356},"labels":[],"label_agreement":null},{"id":"W2024442518","doi":"10.1177/0891241614538665","title":"Ethnographic Film and Video on Hybrid Television","year":2014,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Ethnography; Sociology; Identity (music); Sociocultural evolution; Media studies; Style (visual arts); Participant observation; Anthropology; Visual arts; Aesthetics; Art","score_opus":0.3731648666965828,"score_gpt":0.5393431392295145,"score_spread":0.16617827253293171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024442518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643943,0.0024137804,0.0019005481,0.0035502869,0.0005049938,0.00022535119,0.000003591608,0.0000471782,0.026959984],"genre_scores_gemma":[0.9973707,0.00043215492,0.0008972418,0.00080498226,0.00038902168,0.000004681108,5.356397e-7,0.000018476614,0.000082201535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99350744,0.0039196764,0.0006365476,0.0002182112,0.0012933334,0.00042479875],"domain_scores_gemma":[0.99600315,0.0022054664,0.0005164269,0.00024630944,0.00038929709,0.0006393541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016678201,0.00017722126,0.0004442801,0.0010486429,0.00049167615,0.00013921614,0.00044479588,0.00012801639,0.000047238645],"category_scores_gemma":[0.0033857517,0.00014569525,0.0003239418,0.0008732336,0.0010107105,0.0006713353,0.00005297636,0.0007418737,0.0000079115225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00244074,0.0014079051,0.15609512,0.00024965315,0.00082499697,0.0004097346,0.11499284,0.000031976546,0.008218443,0.030817388,0.14670745,0.53780377],"study_design_scores_gemma":[0.002073913,0.0028932912,0.01887712,0.0005476411,0.000048356877,0.000012404523,0.011625459,0.00018270986,0.003445154,0.025409311,0.93438816,0.0004964858],"about_ca_topic_score_codex":0.000091384274,"about_ca_topic_score_gemma":0.000016893124,"teacher_disagreement_score":0.7876807,"about_ca_system_score_codex":0.000022842578,"about_ca_system_score_gemma":0.00026886113,"threshold_uncertainty_score":0.59412795},"labels":[],"label_agreement":null},{"id":"W2025010347","doi":"10.1177/0002764202045008011","title":"Participatory Art Research","year":2002,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cégep Marie-Victorin","funders":"","keywords":"Transformative learning; Participatory action research; Ethnography; Sociology; Action research; Consciousness; Critical consciousness; Identity (music); Citizen journalism; Diversity (politics); Expression (computer science); Process (computing); Psychology; Aesthetics; Pedagogy; Anthropology; Political science; Art","score_opus":0.8873912454223009,"score_gpt":0.7266463469784858,"score_spread":0.160744898443815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025010347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90323573,0.000091458394,0.00009227674,0.0014210156,0.00044545042,0.00036895354,0.000010261867,0.00017497201,0.094159886],"genre_scores_gemma":[0.96660084,0.000044988286,0.001247745,0.00012667902,0.00021250675,0.00014508571,0.0000017396416,0.000021809403,0.031598624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912907,0.0034852603,0.0002823502,0.0005691822,0.0025552686,0.0018172427],"domain_scores_gemma":[0.9975568,0.00040140262,0.00008959401,0.0005280871,0.00037372066,0.0010503846],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.009374102,0.0001357887,0.00024396351,0.00033142001,0.0019766437,0.0003584786,0.0008208867,0.000059201862,0.0060767396],"category_scores_gemma":[0.0012681916,0.00013871382,0.00009910144,0.0032718026,0.009882907,0.00041169286,0.00020432603,0.0004807602,0.0060019647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029657975,0.0021705672,0.19232188,0.0000083099885,0.000017547005,0.00027869173,0.028720427,0.0000031310385,0.008303655,0.02661528,0.3798942,0.36163667],"study_design_scores_gemma":[0.00016482761,0.0003246611,0.023878561,0.000012587316,0.0000139645335,0.0000012955659,0.006119127,0.00013242033,0.00049597555,0.00025196822,0.96833086,0.00027375206],"about_ca_topic_score_codex":0.0060240603,"about_ca_topic_score_gemma":0.0037271567,"teacher_disagreement_score":0.58843666,"about_ca_system_score_codex":0.00045889674,"about_ca_system_score_gemma":0.00019975373,"threshold_uncertainty_score":0.99932265},"labels":[],"label_agreement":null},{"id":"W2025944750","doi":"10.4236/sm.2012.22025","title":"Means of Knowledge Dissemination: Are the &amp;lt;i&amp;gt;Caf&amp;#233; Scientifique&amp;lt;/i&amp;gt; and the Artistic Performance Equally Effective?","year":2012,"lang":"en","type":"article","venue":"Sociology Mind","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"The arts; Psychology; Dissemination; Sociology; Social psychology; Computer science; Visual arts; Art; Telecommunications","score_opus":0.3262868101180398,"score_gpt":0.5542808549769174,"score_spread":0.2279940448588776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025944750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97389585,0.0065039936,0.005716317,0.0013411567,0.00096310704,0.0012544937,0.000048880327,0.000046969704,0.010229221],"genre_scores_gemma":[0.98606914,0.00021832228,0.0017364783,0.00008115946,0.000665111,0.00027885166,0.000024777644,0.000034249806,0.01089188],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870238,0.009395045,0.00063406106,0.00061938894,0.0008741249,0.0014535978],"domain_scores_gemma":[0.98503834,0.012576787,0.00047593424,0.00081890705,0.00067006843,0.00041996007],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.026033456,0.00036507298,0.0006771368,0.00017900662,0.0023365838,0.000107012966,0.0009483632,0.00046538867,0.0008396795],"category_scores_gemma":[0.01946936,0.0002405513,0.00022405166,0.0007310098,0.013098184,0.0003977946,0.00038794024,0.0007594823,0.00079417054],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005553868,0.00090119784,0.13880138,0.00040752869,0.0005237076,0.0000014552284,0.68676275,0.000020282807,0.030153362,0.06688931,0.013447271,0.061536364],"study_design_scores_gemma":[0.001913624,0.00014906391,0.3669641,0.00042387232,0.0004926449,0.000015686765,0.007026791,0.000108659515,0.0013646376,0.009453871,0.61108845,0.0009986041],"about_ca_topic_score_codex":0.00004696132,"about_ca_topic_score_gemma":0.0034462255,"teacher_disagreement_score":0.67973596,"about_ca_system_score_codex":0.00027750415,"about_ca_system_score_gemma":0.00036756755,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W2027388320","doi":"10.1080/10720531003798834","title":"Making Meaning in Context: The Puzzling Relationship Between Image and Metaphor","year":2010,"lang":"en","type":"article","venue":"Journal of Constructivist Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Metaphor; Perspective (graphical); Meaning (existential); Psychology; Context (archaeology); Qualitative research; Meaning-making; Epistemology; Social psychology; Cognitive psychology; Sociology; Linguistics; Social science; Computer science; Psychotherapist; Artificial intelligence; Philosophy","score_opus":0.5604627102073634,"score_gpt":0.6489835313833979,"score_spread":0.08852082117603455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027388320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819433,0.00010810445,0.0027714788,0.0032080205,0.0005792702,0.00010437067,8.764066e-7,0.000006631556,0.011277959],"genre_scores_gemma":[0.99007124,0.000008702247,0.009430992,0.00012437715,0.00033489917,0.000002732467,5.222315e-8,0.000007838361,0.000019154088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968736,0.0018828674,0.0004608685,0.0001331334,0.00033258225,0.00031692974],"domain_scores_gemma":[0.99528676,0.003895538,0.00037647644,0.00014063212,0.00017584114,0.0001247394],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010758668,0.00008034941,0.00026697217,0.00024598537,0.0003501801,0.00009805809,0.00031435562,0.000114745686,0.000054032113],"category_scores_gemma":[0.009833381,0.00006013901,0.000060756407,0.00033483238,0.0017319313,0.00034262755,0.000037965772,0.0012344476,0.0000034486168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043167176,0.000015912849,0.85629165,0.0000036302843,0.000027564132,0.000025302774,0.008425667,2.3736047e-7,0.003898098,0.09121775,0.000048813745,0.04000223],"study_design_scores_gemma":[0.00061638834,0.000059083006,0.9049211,0.000034042223,0.00003149045,0.00011968772,0.0064960457,0.000010476533,0.00014501248,0.07977234,0.007697138,0.00009720339],"about_ca_topic_score_codex":0.000037369085,"about_ca_topic_score_gemma":0.0007191565,"teacher_disagreement_score":0.048629463,"about_ca_system_score_codex":0.00003510449,"about_ca_system_score_gemma":0.00021874599,"threshold_uncertainty_score":0.9985072},"labels":[],"label_agreement":null},{"id":"W2027691215","doi":"10.1177/1049732306298756","title":"Further Than the Eye Can See? Photo Elicitation and Research With Men","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":296,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Photo elicitation; Exhibition; Qualitative research; Perspective (graphical); Preference elicitation; Medical education; Prostate cancer; Psychology; Ethnography; Applied psychology; Medicine; Sociology; Cancer; Visual arts; Computer science; Knowledge management; Social science","score_opus":0.9204259781490682,"score_gpt":0.8138016327604655,"score_spread":0.10662434538860277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027691215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81247866,0.0011953653,0.002183965,0.08194294,0.000058800193,0.0039632795,0.000028569635,0.00008414815,0.098064266],"genre_scores_gemma":[0.98717153,0.00039469224,0.0017180906,0.0003935399,0.00026991934,0.00037308424,0.000004079,0.000041250107,0.009633815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91192144,0.07687638,0.0005402233,0.0006979846,0.0066434764,0.0033205128],"domain_scores_gemma":[0.96435845,0.031127423,0.00011214825,0.00046924115,0.0027002443,0.0012324939],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.32216793,0.00015548781,0.00028711744,0.00067794044,0.0046884287,0.0002791985,0.0006128352,0.000131505,0.00017681069],"category_scores_gemma":[0.017911749,0.000104400526,0.000034422348,0.0034366504,0.006055722,0.00026173532,0.00020058895,0.0018536948,0.00011081595],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043797315,0.00009986791,0.0026944247,0.0000848732,0.000030940504,0.000011651875,0.8642825,5.4490835e-7,0.00029554637,0.10729555,0.0035313324,0.021234823],"study_design_scores_gemma":[0.00046519496,0.0012144094,0.02941641,0.00009427015,0.0000018066831,5.4232487e-7,0.8723255,0.000086829954,0.00048446842,0.018223133,0.07753788,0.00014959794],"about_ca_topic_score_codex":0.060885973,"about_ca_topic_score_gemma":0.057668734,"teacher_disagreement_score":0.3042562,"about_ca_system_score_codex":0.0011489115,"about_ca_system_score_gemma":0.0035707974,"threshold_uncertainty_score":0.9966492},"labels":[],"label_agreement":null},{"id":"W202854309","doi":"10.1007/978-0-387-76533-4_3","title":"Taking Aim – Focusing the Project","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","score_opus":0.8483728936943696,"score_gpt":0.6711220413962495,"score_spread":0.1772508522981201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W202854309","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006141348,0.00044797364,0.00052917254,0.00066237204,0.00023381115,0.00060421287,0.0000027717433,0.00012001719,0.99733824],"genre_scores_gemma":[0.005191008,0.0007278238,0.0013746524,0.00029231948,0.0011006087,0.000027600352,0.0000010090212,0.00004568101,0.9912393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972021,0.0005373619,0.00022543954,0.00030193216,0.0011814617,0.000551722],"domain_scores_gemma":[0.99827325,0.0009324735,0.00018887887,0.00033158966,0.00015123808,0.00012254584],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003523411,0.00018200531,0.00023853993,0.00012049507,0.0013132413,0.00012954441,0.000562789,0.0002654815,0.0025065206],"category_scores_gemma":[0.0017154131,0.00012108529,0.00015895045,0.00008257917,0.0011084679,0.00012154928,0.00015651667,0.00055687176,0.00029038498],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012155382,0.000012076408,0.000034889064,0.0000132740715,0.000068115274,0.0000655319,0.016178299,0.000001003662,0.000025902584,0.8428298,0.027194405,0.113564536],"study_design_scores_gemma":[0.000041373434,0.000020483385,0.000026858914,0.000050318533,0.000014248236,0.0000015439808,0.00037872646,0.000019435118,0.000030854735,0.0051008784,0.9941418,0.00017345439],"about_ca_topic_score_codex":0.0025518462,"about_ca_topic_score_gemma":0.0020683631,"teacher_disagreement_score":0.96694744,"about_ca_system_score_codex":0.000243832,"about_ca_system_score_gemma":0.0014026492,"threshold_uncertainty_score":0.9999869},"labels":[],"label_agreement":null},{"id":"W2028641675","doi":"10.2752/175145214x13936100122363","title":"Outside the Frame: Reexamining Photographic Representations of Mourning","year":2014,"lang":"en","type":"article","venue":"Photography and Culture","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Neocolonialism; Queer; Trope (literature); Nationalism; Context (archaeology); Patriarchy; Politics; Narrative; Sociology; Aesthetics; Gender studies; History; Literature; Art; Political science; Law","score_opus":0.280092633683754,"score_gpt":0.5525687279613503,"score_spread":0.2724760942775963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028641675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93319714,0.0008676357,0.0026482115,0.00054909795,0.00012648312,0.00039611614,0.0000074291115,0.00007598981,0.06213187],"genre_scores_gemma":[0.99770105,0.00026769802,0.0014801617,0.00016691422,0.000091489455,0.00005577196,0.0000014558648,0.0000067332803,0.00022869863],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769485,0.0011896363,0.00018152542,0.00019962383,0.00043448337,0.00029987894],"domain_scores_gemma":[0.9988166,0.00057189015,0.000110015215,0.00021920598,0.00013173977,0.00015055908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027800146,0.00008928755,0.00014868237,0.00010536909,0.0008520253,0.000078981626,0.00024890868,0.00009245026,0.00006657995],"category_scores_gemma":[0.0014519172,0.00006048904,0.00011535909,0.0009685676,0.0009324001,0.0001343844,0.000043931897,0.00028838424,0.0000014937876],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007283948,0.0001771013,0.40789026,0.00007961455,0.00024868434,0.0000035383928,0.38543054,0.000028541173,0.07282314,0.10382421,0.0039895293,0.025431987],"study_design_scores_gemma":[0.0013006303,0.0005183064,0.249135,0.00029217917,0.000263911,0.0000058069268,0.18927962,0.0012323754,0.030174524,0.09360069,0.433369,0.0008279453],"about_ca_topic_score_codex":0.0011206889,"about_ca_topic_score_gemma":0.00060168194,"teacher_disagreement_score":0.4293795,"about_ca_system_score_codex":0.000004518417,"about_ca_system_score_gemma":0.00003223979,"threshold_uncertainty_score":0.65531754},"labels":[],"label_agreement":null},{"id":"W2029413296","doi":"10.1177/1468794109337877","title":"The visual image as discussion point: increasing validity in boundary crossing research","year":2009,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":188,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Relevance (law); Visual research; Context (archaeology); Participant observation; Psychology; Point (geometry); Value (mathematics); Representation (politics); Qualitative research; Process (computing); Social psychology; Applied psychology; Cognitive psychology; Sociology; Computer science; Social science; Geography; Political science; Visual arts","score_opus":0.8454495203515204,"score_gpt":0.8040831670268701,"score_spread":0.04136635332465033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029413296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9130857,0.00044379922,0.00024539407,0.027994944,0.00010195679,0.0010617821,0.000006181205,0.00006890642,0.056991346],"genre_scores_gemma":[0.9936403,0.00018136651,0.0015916666,0.00006779968,0.00037052616,0.0001162824,0.0000036447511,0.00002990092,0.0039985157],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.798154,0.18761003,0.00081458216,0.0009464488,0.008511414,0.003963559],"domain_scores_gemma":[0.94228566,0.0537147,0.00010298858,0.00061868585,0.0023951726,0.00088281493],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.36627275,0.00020821583,0.0003554019,0.0008925648,0.013608453,0.003291593,0.0012847384,0.00022609624,0.00022036175],"category_scores_gemma":[0.17658216,0.00013254453,0.00012447363,0.0047321287,0.012696884,0.0012405996,0.000506444,0.003220504,0.00054344727],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015992712,0.00073678367,0.0015072268,0.000041873634,0.000020136706,0.00018395772,0.70591396,0.0000010691683,0.03093479,0.147357,0.0034091503,0.10829477],"study_design_scores_gemma":[0.0005754866,0.0009827801,0.017713014,0.0002418836,0.0000023258442,0.0000018278402,0.4761692,0.00025296886,0.0033661728,0.44749236,0.052911684,0.00029031018],"about_ca_topic_score_codex":0.011807752,"about_ca_topic_score_gemma":0.0028721094,"teacher_disagreement_score":0.30013534,"about_ca_system_score_codex":0.0020185406,"about_ca_system_score_gemma":0.0048223757,"threshold_uncertainty_score":0.9990791},"labels":[],"label_agreement":null},{"id":"W2031871377","doi":"10.5465/ambpp.2013.12016abstract","title":"Intentional Routine Change: The Interplay of Reflective and Experimental Spaces","year":2013,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Process (computing); Social change; Computer science; Epistemology; Sociology; Political science","score_opus":0.33585273744398725,"score_gpt":0.5768444686755342,"score_spread":0.24099173123154694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031871377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620449,0.00033431695,0.000025571411,0.0060642753,0.000030892028,0.0007602952,8.4474743e-7,0.000019359983,0.030719575],"genre_scores_gemma":[0.9970527,0.00013415114,0.0011278843,0.0002242629,0.00007172541,0.00023298271,1.48938e-7,0.0000061102232,0.0011499923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99877626,0.000079826306,0.00019548614,0.00017650284,0.00052314316,0.00024877905],"domain_scores_gemma":[0.99955964,0.000100088895,0.00015014216,0.000028088145,0.000085698994,0.0000763649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019699405,0.000078737765,0.00013087993,0.000107477135,0.00015907297,0.00004814542,0.0003226848,0.00005261741,0.00019252302],"category_scores_gemma":[0.00021910237,0.00005836086,0.000035826164,0.00027235076,0.0007541678,0.0005671355,0.000308936,0.00014010318,0.0000081880935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011133538,0.00022719742,0.02712815,0.00021778396,0.00024889866,3.3465358e-7,0.07392167,1.5143422e-7,0.020848181,0.8404511,0.008141523,0.02870364],"study_design_scores_gemma":[0.0014015266,0.00058797136,0.44522357,0.00048310732,0.000118865544,0.0000014585727,0.28725,0.0004470723,0.16238809,0.03942275,0.062202293,0.0004732882],"about_ca_topic_score_codex":0.0002467978,"about_ca_topic_score_gemma":0.0000020278717,"teacher_disagreement_score":0.8010284,"about_ca_system_score_codex":0.000046755624,"about_ca_system_score_gemma":0.0000069974813,"threshold_uncertainty_score":0.27787626},"labels":[],"label_agreement":null},{"id":"W2034593988","doi":"10.1177/1532708611409546","title":"The Social Worker—A Novel: The Advantages of Fictional Re-Presentations of Life Narratives","year":2011,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Narrative; Subjectivity; Presentation (obstetrics); Qualitative research; Life writing; Sociology; Non-fiction; Literary fiction; Fiction writing; Aesthetics; Epistemology; Literature; Art; Social science; Literary criticism; Philosophy","score_opus":0.8320194713277387,"score_gpt":0.7040494557873932,"score_spread":0.12797001554034548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034593988","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19453974,0.09013367,0.2694629,0.1665013,0.009833569,0.004807464,0.0003949482,0.0009110196,0.26341537],"genre_scores_gemma":[0.8252552,0.0019172924,0.17099497,0.00020901086,0.00056409294,0.00027112622,0.0000010651869,0.000017894798,0.000769342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99082655,0.007053082,0.00052816886,0.0002606963,0.00078434666,0.0005471536],"domain_scores_gemma":[0.96984076,0.02834474,0.00019118046,0.00025381672,0.001259139,0.000110350986],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008646222,0.00017142533,0.0004694523,0.00004452589,0.00275996,0.000037602225,0.0007338438,0.00013826779,0.00008484565],"category_scores_gemma":[0.1783497,0.00008833471,0.0002135809,0.0005550465,0.013209078,0.00022139358,0.00035826716,0.00039038778,0.0000032252647],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018637683,0.00010863119,0.0019578768,0.00004693065,0.00035428035,9.554303e-7,0.34804347,0.0000019882364,0.0020002646,0.63657993,0.008597217,0.0021220942],"study_design_scores_gemma":[0.00014436837,0.00011869197,0.02567788,0.000024273844,0.00006453287,2.9798514e-7,0.83065933,0.0000020171944,0.0021117066,0.12006077,0.021016615,0.000119522905],"about_ca_topic_score_codex":0.00009171211,"about_ca_topic_score_gemma":0.00027571106,"teacher_disagreement_score":0.6307155,"about_ca_system_score_codex":0.000031874988,"about_ca_system_score_gemma":0.00020678647,"threshold_uncertainty_score":0.9985383},"labels":[],"label_agreement":null},{"id":"W2035078904","doi":"10.1016/j.evalprogplan.2012.03.003","title":"Seeing voices of health disparity: Evaluating arts projects as influence processes","year":2012,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Exhibition; Psychological intervention; Narrative; Strengths and weaknesses; Psychology; Observational study; Public relations; Health care; Narrative inquiry; Sociology; Social psychology; Medicine; Political science; Visual arts; Art","score_opus":0.7688520100965571,"score_gpt":0.734688925147642,"score_spread":0.03416308494891518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035078904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987488,0.0064197606,0.00019600085,0.00042555586,0.00008103764,0.0014001357,0.0000010531099,0.00009349087,0.0038949843],"genre_scores_gemma":[0.99080455,0.000056802888,0.008573182,0.00010181335,0.00010221832,0.0003076218,0.0000057862517,0.0000086333675,0.000039393486],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99474573,0.0026290934,0.00035471527,0.00020807906,0.0014590839,0.0006033014],"domain_scores_gemma":[0.9979719,0.000812693,0.0003133284,0.00010303116,0.00054851494,0.0002505231],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03206596,0.00010092445,0.0002002792,0.00011344942,0.00071175676,0.00012321133,0.000116308074,0.000062494175,0.00004664822],"category_scores_gemma":[0.018949987,0.00009509424,0.000020251893,0.0005979534,0.0002317026,0.00079022645,0.000050362094,0.00015004583,0.000006928843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020958898,0.00012318777,0.407813,0.0002875396,0.00001701893,2.55542e-7,0.09989427,0.0001404247,0.00019000276,0.0009683344,0.000024980372,0.49052003],"study_design_scores_gemma":[0.0018435294,0.0023070725,0.8264881,0.0032691564,0.00019395864,0.0000075305156,0.0875677,0.035955198,0.0037278342,0.006190164,0.031478915,0.00097086927],"about_ca_topic_score_codex":0.00065439474,"about_ca_topic_score_gemma":0.00008490965,"teacher_disagreement_score":0.48954916,"about_ca_system_score_codex":0.00008739179,"about_ca_system_score_gemma":0.0014889352,"threshold_uncertainty_score":0.99669176},"labels":[],"label_agreement":null},{"id":"W2037105470","doi":"10.1016/j.socscimed.2015.03.040","title":"Visualizing harm reduction: Methodological and ethical considerations","year":2015,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Carleton University; Casey House; Simon Fraser University; McMaster University; Public Health Ontario; York University","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network; Centre for Addiction and Mental Health","keywords":"Harm reduction; Photovoice; Photo elicitation; Context (archaeology); Confidentiality; Psychology; Sociology; Public relations; Internet privacy; Medicine; Public health; Nursing; Computer science; Political science; Computer security","score_opus":0.9060364087734184,"score_gpt":0.7434280647209109,"score_spread":0.16260834405250746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037105470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.630293,0.0005080078,0.0064539765,0.16979527,0.002164022,0.00067329535,0.0000023818486,0.0003184734,0.18979153],"genre_scores_gemma":[0.9938258,0.000028924283,0.0028533563,0.0013968816,0.0016309101,0.000023695122,4.2340153e-7,0.000005590166,0.00023440532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9934587,0.0033016189,0.0002756239,0.0004071217,0.0019037613,0.00065321306],"domain_scores_gemma":[0.9968958,0.001334002,0.000085413965,0.00011178249,0.0006199598,0.00095306314],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.043410882,0.0001024566,0.00028260006,0.0001515068,0.002503924,0.0001233799,0.00024717295,0.0002139368,0.00030322524],"category_scores_gemma":[0.069075756,0.00008221276,0.000028192708,0.0012312768,0.01557456,0.00028427516,0.0001027621,0.0005836226,0.000013374015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017952072,0.00002315524,0.0007722276,0.000003568229,0.000005006611,0.0000117870095,0.21639864,4.647592e-7,0.01198634,0.7553845,0.0068228426,0.00857353],"study_design_scores_gemma":[0.0018771053,0.0007502475,0.009390926,0.00008081493,0.00008472957,0.000044646036,0.2751851,0.00025452027,0.002939552,0.56838953,0.1403572,0.00064560893],"about_ca_topic_score_codex":0.0008522379,"about_ca_topic_score_gemma":0.000050308958,"teacher_disagreement_score":0.36353278,"about_ca_system_score_codex":0.0003005781,"about_ca_system_score_gemma":0.0016287188,"threshold_uncertainty_score":0.9987947},"labels":[],"label_agreement":null},{"id":"W2039786280","doi":"10.1080/15562940903150089","title":"Participatory-Action Research with (Im)migrant Women in Two Small Canadian Cities: Using Photovoice in Kingston and Peterborough, Ontario","year":2009,"lang":"en","type":"article","venue":"Journal of Immigrant & Refugee Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Photovoice; Participatory action research; Immigration; Citizen journalism; Sociology; Gender studies; Feeling; Action (physics); Vulnerability (computing); Media studies; Psychology; Social psychology; Political science; Visual arts; Anthropology; Law; Art","score_opus":0.6793835151042761,"score_gpt":0.6158721628436328,"score_spread":0.0635113522606433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039786280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712855,0.0014314878,0.000005314994,0.0006274488,0.00013056843,0.00032379877,0.0000018479869,0.0000072258576,0.00034375093],"genre_scores_gemma":[0.99829614,0.0005042456,0.0007895416,0.00010991324,0.00013849094,0.000023669403,1.1795874e-7,0.000013842818,0.00012403604],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99405783,0.002256761,0.0006896461,0.00028784398,0.0011030264,0.0016048914],"domain_scores_gemma":[0.9976471,0.0006998527,0.00025499793,0.00015767419,0.0006096118,0.0006307368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018298035,0.0002026794,0.00066240935,0.0011676844,0.00067616155,0.00013243123,0.00027851269,0.000076675315,0.000023481902],"category_scores_gemma":[0.0020875586,0.00016465613,0.00006102918,0.0010674479,0.00082359585,0.00052932336,0.000044366647,0.0010413002,0.0000013420315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010775204,0.00020984634,0.34317973,0.0000632291,0.00016579163,0.0010935183,0.64226717,0.00019577074,0.0052411733,0.000399399,0.000043565182,0.0060633044],"study_design_scores_gemma":[0.0035574331,0.0024087504,0.6678778,0.0016903599,0.00005675995,0.000050305815,0.28964332,0.00016862273,0.0009554498,0.004256977,0.028744748,0.0005894784],"about_ca_topic_score_codex":0.7856277,"about_ca_topic_score_gemma":0.9942287,"teacher_disagreement_score":0.35262385,"about_ca_system_score_codex":0.0056494963,"about_ca_system_score_gemma":0.0028426824,"threshold_uncertainty_score":0.99816763},"labels":[],"label_agreement":null},{"id":"W2039954329","doi":"10.1177/1541344606287782","title":"Out of the Dark Room","year":2006,"lang":"en","type":"article","venue":"Journal of Transformative Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Disadvantaged; Transformative learning; Photography; Citizen journalism; Sociology; Exhibition; Symbol (formal); Visual arts; Power (physics); Media studies; Metaphor; Identity (music); Resistance (ecology); Negative; Portrait; Gender studies; Aesthetics; Art; Pedagogy; Political science; Law","score_opus":0.3290228061685306,"score_gpt":0.606199780218816,"score_spread":0.27717697405028546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039954329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91570777,0.00023916944,0.007431174,0.0056017134,0.0015507676,0.00021791935,0.0000033707042,0.0000039784086,0.06924415],"genre_scores_gemma":[0.9979397,0.00002733803,0.0010704738,0.000040471245,0.0002972492,0.000002980437,2.1448382e-7,0.0000029129503,0.0006186472],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980898,0.00082171574,0.0003562369,0.000030559666,0.0005675912,0.00013411879],"domain_scores_gemma":[0.9989084,0.00020465009,0.0002938843,0.000064771135,0.0004670665,0.00006120849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029045553,0.00004168973,0.00010763924,0.000077879224,0.00017255014,0.000022133247,0.00024810023,0.000033407578,0.00005410355],"category_scores_gemma":[0.0005317677,0.00002726611,0.000104488136,0.00023111998,0.00014714016,0.00047883406,0.0000043509413,0.00016247021,0.000003946425],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002542553,0.0024662055,0.053284574,0.00018347574,0.0001490701,0.0000010577266,0.54079777,0.00026257284,0.044787508,0.12120283,0.06550816,0.17110255],"study_design_scores_gemma":[0.00088920287,0.00033198477,0.35327548,0.00040801585,0.00012178321,0.000004706853,0.07620897,0.000050079827,0.100094676,0.09386261,0.3745056,0.00024687636],"about_ca_topic_score_codex":0.0002587877,"about_ca_topic_score_gemma":0.0003301042,"teacher_disagreement_score":0.46458876,"about_ca_system_score_codex":0.00019365366,"about_ca_system_score_gemma":0.0015120639,"threshold_uncertainty_score":0.26823366},"labels":[],"label_agreement":null},{"id":"W2042884277","doi":"10.1111/j.1547-5069.2002.00075.x","title":"Health Promotion and Participatory Action Research with South Asian Women","year":2002,"lang":"en","type":"article","venue":"Journal of Nursing Scholarship","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto and Region Conservation Authority; University of Windsor","funders":"","keywords":"Participatory action research; Health promotion; Focus group; Citizen journalism; Qualitative research; Reflexivity; Photovoice; Action research; Qualitative property; Health education; Community-based participatory research; Sociology; Gender studies; Public relations; Public health; Psychology; Political science; Nursing; Medicine; Pedagogy; Social science; Economic growth","score_opus":0.9121041281981099,"score_gpt":0.7034673309503696,"score_spread":0.2086367972477403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042884277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98433656,0.0004382704,0.00025824283,0.012561033,0.00017750573,0.00019927713,6.049048e-7,0.000019790194,0.0020087203],"genre_scores_gemma":[0.9976664,0.00008457909,0.0015099312,0.0000463085,0.0003722466,0.00000871823,7.19584e-8,0.000015825497,0.00029589082],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98990303,0.006940552,0.00034707796,0.00017453209,0.0017479222,0.00088686845],"domain_scores_gemma":[0.9978459,0.0002773485,0.0002876568,0.00013902405,0.0005419481,0.0009081338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028382577,0.000089023844,0.00024111236,0.00040819263,0.0011065687,0.00030645533,0.0002126413,0.0000945324,0.00010693134],"category_scores_gemma":[0.0033149961,0.00007479333,0.000033325294,0.00069732347,0.00076620944,0.0010985128,0.000013445135,0.0011759043,0.000014213277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038107135,0.0011221614,0.05451258,0.000064936554,0.00005787275,0.000053107182,0.35284477,0.000006535387,0.0013709901,0.0024403585,0.0008105813,0.58633506],"study_design_scores_gemma":[0.0035540962,0.014534858,0.70844257,0.0039871284,0.00006760665,0.00021330462,0.21924976,0.0002821808,0.0016847054,0.030168232,0.017128134,0.0006874179],"about_ca_topic_score_codex":0.000016233502,"about_ca_topic_score_gemma":0.000039850198,"teacher_disagreement_score":0.65393,"about_ca_system_score_codex":0.0014728043,"about_ca_system_score_gemma":0.00052542955,"threshold_uncertainty_score":0.9836892},"labels":[],"label_agreement":null},{"id":"W2043382797","doi":"10.1097/ans.0b013e3182902064","title":"Critical Feminist Narrative Inquiry","year":2013,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta; Capital District Health Authority","funders":"","keywords":"Narrative; Epistemology; Narrative inquiry; Sociology; Context (archaeology); Triangulation; Injustice; Narrative network; Narrative criticism; Psychology; Social psychology","score_opus":0.3615583257693932,"score_gpt":0.6949260153304266,"score_spread":0.33336768956103346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043382797","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44255522,0.0012300799,0.0034124549,0.0038098474,0.002580925,0.00047603142,6.8052594e-7,0.000111589514,0.54582316],"genre_scores_gemma":[0.98656625,0.000042084896,0.012816607,0.00020590842,0.00015159647,0.00005992079,7.362104e-8,0.00000553173,0.0001520117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967476,0.0005804701,0.00020603662,0.0004197042,0.0010748232,0.0009713762],"domain_scores_gemma":[0.9979534,0.0011414345,0.00004028417,0.0002137986,0.00027143565,0.00037963802],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00412337,0.00009086091,0.00013783028,0.0002058782,0.0012092899,0.00029037092,0.00074568344,0.000047459744,0.00024716288],"category_scores_gemma":[0.01493912,0.00008732407,0.00002284869,0.0018058645,0.01697795,0.0032542127,0.000037257578,0.00022773264,0.00011062269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008540054,0.00015245652,0.0051789717,0.0000067635933,4.5318578e-7,0.0000054595075,0.25378597,0.000030339063,0.0032444154,0.5861303,0.00021240182,0.15124391],"study_design_scores_gemma":[0.00032042872,0.00026965368,0.02706398,0.0006488607,0.000004246611,0.0000039558117,0.37362707,0.001900311,0.0050803437,0.56490993,0.025576418,0.0005948179],"about_ca_topic_score_codex":0.00016323902,"about_ca_topic_score_gemma":0.00009946388,"teacher_disagreement_score":0.54567116,"about_ca_system_score_codex":0.00049703853,"about_ca_system_score_gemma":0.0006398708,"threshold_uncertainty_score":0.9933585},"labels":[],"label_agreement":null},{"id":"W2043962222","doi":"10.1558/genl.v3i2.139","title":"From the Editors","year":2009,"lang":"en","type":"article","venue":"Gender and Language","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Psychology","score_opus":0.4293158559422085,"score_gpt":0.6135336345748644,"score_spread":0.18421777863265593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043962222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8717185,0.0021402803,0.0006979146,0.0041290764,0.0007651875,0.00016590877,0.00001120829,0.00008306153,0.12028881],"genre_scores_gemma":[0.9930969,0.00001652,0.00027005663,0.00078261294,0.005334712,0.0000023249027,0.0000010078239,0.0000020051589,0.00049389055],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990845,0.0003727506,0.000043126238,0.00008844332,0.0002209535,0.00019025164],"domain_scores_gemma":[0.9995283,0.0002574498,0.000009686012,0.00009807555,0.000011550275,0.00009496935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093508925,0.000033827768,0.000043868033,0.000009032382,0.00024838213,0.000059880243,0.00011832616,0.000030988685,0.00033030618],"category_scores_gemma":[0.0004529249,0.000021812224,0.000016876877,0.00007488223,0.00010758111,0.00006257212,0.000015399271,0.00007828152,0.000024248311],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017616841,0.000048284688,0.004052739,0.0000018708521,0.000023321454,0.000032638076,0.70373756,5.585229e-7,0.005443828,0.01294365,0.12202666,0.15167126],"study_design_scores_gemma":[0.00027137966,0.000046153626,0.21936712,0.000006094418,0.000018172179,3.636703e-7,0.19406374,0.000036352067,0.0012702349,0.016305327,0.56844217,0.00017289337],"about_ca_topic_score_codex":0.0014856157,"about_ca_topic_score_gemma":0.00008060569,"teacher_disagreement_score":0.50967383,"about_ca_system_score_codex":0.000011606504,"about_ca_system_score_gemma":0.00004272498,"threshold_uncertainty_score":0.3616621},"labels":[],"label_agreement":null},{"id":"W2045862571","doi":"10.1017/s0144686x1200150x","title":"Older adults' perceptions of age-friendly communities in Canada: a photovoice study","year":2013,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Focus group; Perception; Participatory action research; Citizen journalism; Identity (music); Psychology; Geography; Sociology; Political science; Economic growth","score_opus":0.19214145245095163,"score_gpt":0.4937969279560313,"score_spread":0.30165547550507965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045862571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997659,0.00005274876,0.00002937196,0.00009896763,0.000033378124,0.00035826044,0.0000030898088,0.0000129847585,0.0017521956],"genre_scores_gemma":[0.9990129,0.00006769362,0.00050143286,0.000088955865,0.000018409806,0.000081411345,8.7376134e-7,0.000005238059,0.00022307833],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981301,0.0009652361,0.00016434293,0.00009810866,0.00033843928,0.000303769],"domain_scores_gemma":[0.9990299,0.0005867297,0.000036828897,0.00013977765,0.00008995429,0.00011684881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015157535,0.00006281834,0.00015151176,0.000019377116,0.0004271686,0.00003877263,0.00016304174,0.000037671223,0.00020589182],"category_scores_gemma":[0.00022853396,0.000060365976,0.00003738693,0.00021195025,0.00036809756,0.00014538871,0.00007378941,0.00021203145,0.000002095473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021279236,0.00014221825,0.2517087,0.000024997573,0.000020988362,0.000006568404,0.74231356,0.0000030515896,0.00009785949,0.00012869647,0.00106269,0.004488542],"study_design_scores_gemma":[0.00016356577,0.000022224489,0.4527342,0.0000244155,0.0000031406653,4.297646e-8,0.54656804,0.00024134484,0.00000458563,0.000027449965,0.00016844229,0.00004254311],"about_ca_topic_score_codex":0.9957035,"about_ca_topic_score_gemma":0.9865758,"teacher_disagreement_score":0.2010255,"about_ca_system_score_codex":0.00020589377,"about_ca_system_score_gemma":0.00056357624,"threshold_uncertainty_score":0.32854787},"labels":[],"label_agreement":null},{"id":"W2045899968","doi":"10.2304/elea.2010.7.2.160","title":"Giving Life to Data: University—Community Partnerships in Addressing HIV and AIDS through Building Digital Archives","year":2010,"lang":"en","type":"article","venue":"E-Learning and Digital Media","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"General partnership; Participatory action research; Public relations; Context (archaeology); Sociology; Metadata; Citizen journalism; Medical education; Political science; Medicine; World Wide Web; Geography; Computer science","score_opus":0.5567637983710563,"score_gpt":0.5375156771256725,"score_spread":0.019248121245383776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045899968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95679045,0.00007199509,0.0006911123,0.00036545788,0.00009574415,0.00009918412,0.00003205636,0.00008157123,0.041772444],"genre_scores_gemma":[0.99577284,0.00002719352,0.003295269,0.000027002725,0.0001550645,0.0000012963483,0.000015550904,0.000013511623,0.0006922934],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979079,0.0007756986,0.00015133467,0.00030993373,0.00033760304,0.00051757984],"domain_scores_gemma":[0.9948632,0.0042299987,0.000054051216,0.00022739696,0.000025517256,0.0005997988],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0017681189,0.00012680137,0.00020299929,0.0001550863,0.00082939304,0.00089829677,0.00043334678,0.000082767554,0.000024052653],"category_scores_gemma":[0.032021616,0.00013359457,0.00002099698,0.00036163133,0.00080070866,0.00227978,0.000881363,0.0010786988,0.000011490665],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015583882,0.00017730275,0.5304571,0.00007647813,0.000034950517,0.00007081361,0.20817934,0.000010011633,0.002211231,0.010928669,0.00026622906,0.24743207],"study_design_scores_gemma":[0.0015530839,0.00033089865,0.108362645,0.00070571026,0.000027184322,0.000008850381,0.31462908,0.0014100879,0.00025629505,0.00739524,0.5641758,0.0011451524],"about_ca_topic_score_codex":0.0001827716,"about_ca_topic_score_gemma":0.00038722818,"teacher_disagreement_score":0.56390953,"about_ca_system_score_codex":0.000021631102,"about_ca_system_score_gemma":0.00018278827,"threshold_uncertainty_score":0.9761321},"labels":[],"label_agreement":null},{"id":"W2046270763","doi":"10.1080/09650792.2013.872574","title":"Re-imagining roles: using collaborative and creative research methodologies to explore girls’ perspectives on gender, citizenship and schooling","year":2014,"lang":"en","type":"article","venue":"Educational Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Photovoice; Citizenship; Girl; Sociology; Gender studies; Reputation; Politics; Rhetoric; Pedagogy; Psychology; Social science; Political science; Developmental psychology; Visual arts","score_opus":0.9476720108870372,"score_gpt":0.7672084362694953,"score_spread":0.18046357461754192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046270763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91518694,0.00060504954,0.0025388252,0.016366744,0.00017361066,0.0008865438,0.000007268531,0.000051139174,0.06418386],"genre_scores_gemma":[0.9534793,0.00035422208,0.043256674,0.00008771296,0.00095510395,0.00031655058,0.0000023266107,0.000024619465,0.0015234841],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9753887,0.020405892,0.00024661317,0.00075295166,0.0022635295,0.00094232935],"domain_scores_gemma":[0.9733097,0.021901054,0.00006788077,0.00026474992,0.0038671284,0.0005894627],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042358175,0.00015043803,0.00023544402,0.0015194634,0.0034494617,0.0006015816,0.00029780596,0.00012937201,0.00031212773],"category_scores_gemma":[0.11480461,0.0001488946,0.000025579913,0.0028819952,0.0020672164,0.00041330938,0.0002480647,0.0011853981,0.00005096918],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062588137,0.00015798863,0.00673428,0.000064488435,0.0001010537,0.000002652827,0.6721121,0.00023373983,0.010979904,0.2868982,0.006192974,0.015896717],"study_design_scores_gemma":[0.00019939216,0.00027050788,0.01533868,0.00008649821,0.00000498465,8.69396e-7,0.8699609,0.00040205952,0.0023986765,0.1066629,0.0045061707,0.00016835376],"about_ca_topic_score_codex":0.0009699717,"about_ca_topic_score_gemma":0.00012841931,"teacher_disagreement_score":0.19784878,"about_ca_system_score_codex":0.0009648829,"about_ca_system_score_gemma":0.0020118952,"threshold_uncertainty_score":0.9978479},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2048563127","doi":"10.1177/1476750306070104","title":"Participatory action research","year":2006,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Participatory action research; Reflexivity; General partnership; Action research; Sociology; Action (physics); Insider; Epistemology; Power (physics); Citizen journalism; Process (computing); Praxis; Political science; Social science; Pedagogy; Computer science","score_opus":0.9805517717637777,"score_gpt":0.8321566127571011,"score_spread":0.14839515900667666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048563127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82425463,0.00019527227,0.00037793122,0.0038574734,0.0005044864,0.00081336143,0.0000033712017,0.00022648337,0.169767],"genre_scores_gemma":[0.9662799,0.00021424868,0.00029730963,0.000028039378,0.0017255233,0.00046859364,0.0000045450656,0.000033681816,0.030948147],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97013754,0.020780394,0.00037347322,0.0006138629,0.005668943,0.0024257654],"domain_scores_gemma":[0.9926073,0.0041524824,0.00005461436,0.0005752515,0.002027087,0.0005832573],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.06493102,0.00012839749,0.000192027,0.0010864676,0.0041269185,0.00044649164,0.00064485095,0.0002923997,0.002169858],"category_scores_gemma":[0.00880344,0.000133488,0.00008919327,0.0033854987,0.002544492,0.000802906,0.00022112983,0.0019645297,0.002780056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005983475,0.001627743,0.044449974,0.00013935895,0.000069712194,0.00012254488,0.009749013,0.000099265264,0.1476967,0.29934517,0.33826196,0.15784022],"study_design_scores_gemma":[0.0002961184,0.00017690497,0.030506104,0.000024256802,0.000004185261,0.000001055881,0.013221364,0.0002998025,0.02458314,0.023038572,0.9076652,0.0001833062],"about_ca_topic_score_codex":0.02906593,"about_ca_topic_score_gemma":0.012779745,"teacher_disagreement_score":0.56940323,"about_ca_system_score_codex":0.0015051912,"about_ca_system_score_gemma":0.0016015929,"threshold_uncertainty_score":0.9995458},"labels":[],"label_agreement":null},{"id":"W2048774437","doi":"10.1108/17465641311327531","title":"From bricolage to thickness: making the most of the messiness of research narratives","year":2013,"lang":"en","type":"article","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bricolage; Narrative; Originality; Context (archaeology); Action research; Sociology; Action (physics); Epistemology; Meaning (existential); Set (abstract data type); Computer science; Qualitative research; Social science; Pedagogy","score_opus":0.6510056867167279,"score_gpt":0.7281197567201022,"score_spread":0.07711407000337434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048774437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94420755,0.00011795798,0.006843622,0.03738078,0.00026811357,0.00113942,0.000021379268,0.000007651751,0.0100135235],"genre_scores_gemma":[0.9948978,0.00026563695,0.0037786963,0.00008176879,0.00018208423,0.00007175317,0.000001921823,0.000011557301,0.0007088178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9833429,0.013015659,0.00040606523,0.00019391793,0.002670192,0.00037128426],"domain_scores_gemma":[0.99130934,0.0029108126,0.00013433963,0.00022323793,0.0052897767,0.00013251438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023246575,0.00006991276,0.0001276645,0.0006927097,0.0010125802,0.00043108966,0.0014258715,0.00004230258,0.0005514816],"category_scores_gemma":[0.0072313626,0.0000450523,0.000023026481,0.0034534654,0.0015788628,0.0006806413,0.00066136447,0.00051762647,0.000010764015],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036782105,0.00024107551,0.008987348,0.000023268172,0.00011301993,0.000005570838,0.53956395,0.000049029415,0.001956057,0.44188154,0.0026538318,0.004488512],"study_design_scores_gemma":[0.00027320522,0.00007654248,0.08471951,0.00033718333,0.000003440898,7.028274e-7,0.7598604,0.0001446262,0.0003220887,0.14838198,0.005805755,0.000074562224],"about_ca_topic_score_codex":0.0029198762,"about_ca_topic_score_gemma":0.0007357877,"teacher_disagreement_score":0.29349953,"about_ca_system_score_codex":0.00022381233,"about_ca_system_score_gemma":0.000380603,"threshold_uncertainty_score":0.86571383},"labels":[],"label_agreement":null},{"id":"W2050915145","doi":"10.1177/1077800402250929","title":"Troubling the Contours of Arts-Based Educational Research","year":2003,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The arts; Autoethnography; Sociology; Educational research; Visual arts; Qualitative research; Visual arts education; Arts in education; Pedagogy; Social science; Art","score_opus":0.9598715011048157,"score_gpt":0.8099873228298808,"score_spread":0.14988417827493483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050915145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88810414,0.00056808273,0.0048778,0.01709466,0.0005330617,0.00064999965,0.000010223324,0.000020457968,0.0881416],"genre_scores_gemma":[0.99409986,0.000007228118,0.0038681335,0.00016389662,0.00021247454,0.00013342618,0.0000015397673,0.000009981444,0.0015034918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9713786,0.026003107,0.00030822682,0.00021846342,0.0015252959,0.00056629686],"domain_scores_gemma":[0.96705896,0.03135615,0.00010585895,0.00025088334,0.0010482088,0.0001799269],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053208165,0.00007616797,0.0001594819,0.00017291904,0.0007882863,0.000056817822,0.00037951145,0.000067387475,0.0010036193],"category_scores_gemma":[0.06212875,0.000058185244,0.00007395856,0.00096107466,0.0044375616,0.00017029309,0.00002343037,0.00033572945,0.00008228471],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002406666,0.000100258345,0.00069330743,0.000009362803,0.000013542392,3.0560585e-7,0.302542,0.000010110632,0.0008816282,0.692819,0.0025871426,0.00031929353],"study_design_scores_gemma":[0.00040452607,0.00018041416,0.0024725774,0.00005286836,0.000007024007,1.06059055e-7,0.75052774,0.000043361255,0.0070622307,0.15696168,0.08214285,0.00014460151],"about_ca_topic_score_codex":0.0006384253,"about_ca_topic_score_gemma":0.00027117718,"teacher_disagreement_score":0.5358573,"about_ca_system_score_codex":0.00019905553,"about_ca_system_score_gemma":0.002288636,"threshold_uncertainty_score":0.9999096},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W205167418","doi":"","title":"EDUCATIONAL PROGRAM IN MENDEL MUSEUM FOR AGEING PEOPLE 55+ BASED ON METHODS OF CANADIAN PHOTOTHERAPY","year":2013,"lang":"en","type":"article","venue":"INTED2013 Proceedings","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Feeling; Presentation (obstetrics); Portrait; Subject (documents); Visual arts; Field (mathematics); Psychology; Computer science; Art; Medicine; Library science; Social psychology; Mathematics","score_opus":0.409724654404924,"score_gpt":0.6286399964192688,"score_spread":0.21891534201434482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W205167418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92316264,0.000041691772,0.0013321337,0.018187977,0.00034441362,0.004854884,0.000014643017,0.000106377825,0.051955227],"genre_scores_gemma":[0.8548435,0.000010020177,0.14107423,0.00040313625,0.00011175143,0.0029744767,0.0000028918896,0.000027381855,0.0005526227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980575,0.00019006604,0.00031880528,0.00029818018,0.00041845904,0.00071699254],"domain_scores_gemma":[0.99774885,0.00090402976,0.000119432785,0.00009393898,0.00070519844,0.00042854747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038875574,0.0001346387,0.00023840486,0.0010049981,0.00020708148,0.00012381774,0.0003936097,0.0001353819,0.0009750186],"category_scores_gemma":[0.0048990785,0.00013211339,0.000080437654,0.0013862763,0.00020505222,0.00033576804,0.00001633447,0.00020558285,0.000031172247],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003472942,0.0026211243,0.101277694,0.00063357997,0.00014538776,0.000002141655,0.13620195,0.000058277376,0.12010976,0.14515401,0.07102025,0.42242852],"study_design_scores_gemma":[0.0031896152,0.0019635663,0.16833036,0.0008041525,0.000043137865,9.558287e-7,0.03554552,0.17131308,0.0642072,0.051416267,0.501639,0.0015471522],"about_ca_topic_score_codex":0.36881453,"about_ca_topic_score_gemma":0.14081642,"teacher_disagreement_score":0.43061873,"about_ca_system_score_codex":0.00044558186,"about_ca_system_score_gemma":0.0013979274,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W2051734349","doi":"10.3167/ghs.2014.070110","title":"HearSay, HereSay, HerSay: A Photo-essay","year":2014,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Girl; Theme (computing); Photovoice; Friendship; Hearsay; Club; Human sexuality; Sociology; Gender studies; Media studies; Anonymity; Visual arts; History; Psychology; Social science; Art; Law; Political science; Medicine; Developmental psychology","score_opus":0.6948282495269187,"score_gpt":0.6725978562037985,"score_spread":0.022230393323120157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051734349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49718997,0.0066013583,0.0022274973,0.018288596,0.0019486574,0.0011856288,0.000010167457,0.0008171534,0.47173098],"genre_scores_gemma":[0.98747694,0.00037631032,0.002014193,0.0009076785,0.0005819533,0.00013566944,5.4235284e-7,0.00002510508,0.008481595],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99513197,0.0024534268,0.00025520968,0.00037866537,0.0008840789,0.00089664996],"domain_scores_gemma":[0.99773353,0.0012704923,0.000078473575,0.00033390406,0.0002767796,0.00030684288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00634842,0.00017707577,0.00039572775,0.00009603551,0.0010682764,0.00009134766,0.00038839737,0.000093313545,0.00023289231],"category_scores_gemma":[0.008308592,0.0001578005,0.00010401899,0.00046755202,0.0008909224,0.000203977,0.00022982973,0.00023969219,0.00044175427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022110534,0.0008031488,0.035962492,0.00027958132,0.0014229044,0.0000791608,0.39349625,0.00003548915,0.0044928663,0.17306359,0.13677493,0.2533685],"study_design_scores_gemma":[0.0007037619,0.00031279118,0.004653289,0.00007544076,0.000046722296,0.0000010069065,0.032948513,0.00011867491,0.0015202941,0.02189172,0.9372813,0.00044650113],"about_ca_topic_score_codex":0.00087351113,"about_ca_topic_score_gemma":0.001998173,"teacher_disagreement_score":0.80050635,"about_ca_system_score_codex":0.0002490391,"about_ca_system_score_gemma":0.00028904947,"threshold_uncertainty_score":0.9946761},"labels":[],"label_agreement":null},{"id":"W2052366921","doi":"10.1016/j.socscimed.2007.07.021","title":"Staging data: Theatre as a tool for analysis and knowledge transfer in health research","year":2007,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":187,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Emotive; Embodied cognition; Knowledge translation; Categorization; Theatre studies; Knowledge transfer; Psychology; Sociology; Computer science; Knowledge management; Visual arts; Drama; Art; Artificial intelligence","score_opus":0.9136218804402665,"score_gpt":0.7949894563797941,"score_spread":0.11863242406047236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052366921","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002057078,0.98101217,0.0016398154,0.0015059892,0.0002543438,0.0026856319,0.00006373762,0.000039189974,0.012593418],"genre_scores_gemma":[0.0014126566,0.9961973,0.00014307846,0.000094902396,0.0013136916,0.00018296075,0.00003343771,0.000026107793,0.0005958539],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860762,0.0060140616,0.001028762,0.001331945,0.0031667084,0.0023823185],"domain_scores_gemma":[0.9923664,0.005650613,0.00013656811,0.0005687429,0.00048805322,0.0007896724],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.18980576,0.00027959037,0.0019791916,0.002778964,0.002923685,0.00017125226,0.002213511,0.00027742825,0.00011236657],"category_scores_gemma":[0.012972341,0.00021508207,0.00017519918,0.018191688,0.00975324,0.0004984603,0.00032319766,0.0010752496,0.000008556833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008617786,0.00004828837,0.00014989875,0.0015669344,0.000049578273,0.000004670563,0.045830622,1.344172e-8,0.0000011033221,0.009730241,0.0002767593,0.9423333],"study_design_scores_gemma":[0.00024035381,0.00012656325,0.00008786022,0.0020351894,0.00022741256,3.020997e-7,0.0075199823,0.000021641199,3.0488405e-7,0.00074052264,0.98880416,0.00019570954],"about_ca_topic_score_codex":0.010029401,"about_ca_topic_score_gemma":0.010724398,"teacher_disagreement_score":0.9885274,"about_ca_system_score_codex":0.0016254518,"about_ca_system_score_gemma":0.013936882,"threshold_uncertainty_score":0.9983744},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2053158260","doi":"10.1075/ni.23.2.10wie","title":"Mennonite memories of Pelee Island, Ontario, 1925–1950","year":2013,"lang":"en","type":"article","venue":"Narrative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Narrative; History; Sociology; Anthropology; Art; Literature","score_opus":0.5163519191657128,"score_gpt":0.593344938888584,"score_spread":0.0769930197228712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053158260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94545513,0.00009695834,0.0005077647,0.0003519172,0.0005406723,0.00044107024,0.0000033477363,0.000039656865,0.052563474],"genre_scores_gemma":[0.9852484,0.000012584097,0.0017582481,0.0001005564,0.0003298244,0.00011836484,0.0000024952406,0.000012035933,0.012417514],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99673307,0.0013523105,0.00030864266,0.00025033386,0.0008191397,0.0005365212],"domain_scores_gemma":[0.99822336,0.0006010384,0.00014255819,0.00023923434,0.00054567173,0.00024815463],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022224016,0.00013715414,0.00028902746,0.00011804177,0.00044970604,0.00007967979,0.00036827792,0.0001263827,0.009740014],"category_scores_gemma":[0.00077938323,0.00012126139,0.00008175361,0.00041341432,0.0016881623,0.00063125393,0.00009448654,0.00028271734,0.00026724982],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031225405,0.00010944507,0.026616221,0.000011477649,0.000051376748,0.000004073523,0.9522781,0.000003430911,0.0047602733,0.004940523,0.0075322827,0.0036615976],"study_design_scores_gemma":[0.001125179,0.00076871563,0.12101389,0.0000851048,0.00003443321,0.0000013262661,0.63058007,0.00007414993,0.012071443,0.023873312,0.20969923,0.00067317346],"about_ca_topic_score_codex":0.05960838,"about_ca_topic_score_gemma":0.20011964,"teacher_disagreement_score":0.321698,"about_ca_system_score_codex":0.00029668547,"about_ca_system_score_gemma":0.0009257184,"threshold_uncertainty_score":0.9911652},"labels":[],"label_agreement":null},{"id":"W2054473316","doi":"10.1080/14675986.2012.746842","title":"Participatory video: toward a method, advocacy and voice (MAV) framework","year":2012,"lang":"en","type":"article","venue":"Intercultural Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Participatory action research; Sociology; Citizen journalism; Conceptual framework; Action (physics); Human sexuality; Action research; Public relations; Psychology; Pedagogy; Computer science; Political science; Social science; Gender studies","score_opus":0.565447096129329,"score_gpt":0.6677351992135325,"score_spread":0.10228810308420355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054473316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770832,0.0017802196,0.0031403874,0.0038267625,0.0015165455,0.00041458066,0.0000018068267,0.00011555087,0.012120918],"genre_scores_gemma":[0.96809036,0.000067525616,0.0277086,0.0007010037,0.0011189054,0.00019365796,0.0000027548194,0.00001263745,0.0021045564],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.996685,0.001819677,0.00023377473,0.0002282461,0.0003964916,0.0006368101],"domain_scores_gemma":[0.99809366,0.0008030842,0.0000881045,0.00017628839,0.00021751241,0.0006213554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003467262,0.00013159159,0.00016430934,0.00007194311,0.00033895852,0.00014280318,0.0002133513,0.00014498759,0.0007104616],"category_scores_gemma":[0.007736155,0.00011108024,0.0000592201,0.00030152485,0.0002835596,0.00091687415,0.000074280455,0.00030367143,0.00045637702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004929035,0.00041354756,0.020059012,0.00005627592,0.000048211983,5.448522e-7,0.53784627,0.0000010054218,0.002909754,0.032107636,0.007959341,0.39854914],"study_design_scores_gemma":[0.00013925126,0.000077079574,0.07670795,0.00016484737,0.00006828012,0.0000054225466,0.12689424,0.00005404149,0.0032291638,0.0072650104,0.7849884,0.00040633525],"about_ca_topic_score_codex":0.002457826,"about_ca_topic_score_gemma":0.00009020639,"teacher_disagreement_score":0.77702904,"about_ca_system_score_codex":0.00027446524,"about_ca_system_score_gemma":0.0005789724,"threshold_uncertainty_score":0.9261459},"labels":[],"label_agreement":null},{"id":"W2054521188","doi":"10.5737/1181912x1613740","title":"The 2005 Schering Lecture: Touched by a nurse: The imprint of exemplary oncology nursing care","year":2006,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"Athabasca University","keywords":"Narrative; Oncology nursing; Meaning (existential); Nursing; Value (mathematics); Psychology; Nurse education; Oncology; Interpretation (philosophy); Medicine; Nursing care; Psychotherapist","score_opus":0.1648146080954543,"score_gpt":0.5634908102925507,"score_spread":0.3986762021970963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054521188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40790498,0.07863463,0.010186743,0.22497478,0.009602566,0.0017846442,0.000054770975,0.000113833936,0.26674303],"genre_scores_gemma":[0.9959701,0.00033070808,0.0014836909,0.00045120387,0.0012321111,0.000023600713,0.0000028614966,0.000033661156,0.0004720741],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993123,0.0038492726,0.00052389764,0.0002483342,0.0005528379,0.0017026841],"domain_scores_gemma":[0.9966586,0.0013831349,0.0003367663,0.00028297646,0.0003784785,0.00096001395],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005393128,0.00018628387,0.00037035623,0.00019780287,0.0040904754,0.00018970172,0.00092092506,0.0004118641,0.00016439632],"category_scores_gemma":[0.0014196032,0.00013554495,0.00015285292,0.00045322717,0.0034761545,0.00015710136,0.000015164043,0.001411403,0.000010217249],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012437504,0.00014377129,0.0011047205,0.0000053452486,0.00006472121,0.00013794929,0.04032061,0.00013394411,0.006009409,0.006370285,0.13029653,0.81528836],"study_design_scores_gemma":[0.0007409836,0.00040111828,0.0032906134,0.00034732072,0.00009083486,0.000135696,0.06702387,0.00023057465,0.0017985012,0.0062553333,0.9194334,0.00025175672],"about_ca_topic_score_codex":0.026177257,"about_ca_topic_score_gemma":0.26493332,"teacher_disagreement_score":0.8150366,"about_ca_system_score_codex":0.018498113,"about_ca_system_score_gemma":0.021564318,"threshold_uncertainty_score":0.9992358},"labels":[],"label_agreement":null},{"id":"W2054654614","doi":"10.3390/soc3010052","title":"From Zoomers to Geezerade: Representations of the Aging Body in Ageist and Consumerist Society","year":2013,"lang":"en","type":"article","venue":"Societies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton; University of New Brunswick","funders":"Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Sign (mathematics); Association (psychology); Presentation (obstetrics); Sociology; Presidential system; Product (mathematics); Gender studies; Psychology; Media studies; Political science; Medicine; Politics; Law","score_opus":0.2905246982781833,"score_gpt":0.5791503612985648,"score_spread":0.2886256630203815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054654614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98670924,0.00021918303,0.00008389002,0.008341284,0.00010902966,0.00034248555,0.0000089984305,0.000018353105,0.004167533],"genre_scores_gemma":[0.99476606,0.00010075469,0.0022323164,0.00035240848,0.00005926865,0.000076193006,7.8897614e-7,0.0000067585056,0.0024054283],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983778,0.0006213269,0.00016692025,0.00016599511,0.00038803433,0.00027991922],"domain_scores_gemma":[0.9988947,0.00069367554,0.00005408671,0.00016860012,0.00007933732,0.00010963786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010943977,0.00006247827,0.00012831086,0.000019234938,0.00032477194,0.00008071752,0.00022071849,0.00005606263,0.00038137048],"category_scores_gemma":[0.000991303,0.000051855266,0.00007929815,0.00035952014,0.0012100636,0.00016899695,0.00013787836,0.00015775491,0.000012483725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040666678,0.00006176581,0.45318583,0.000031005176,0.000072625866,6.3346795e-7,0.45518282,0.0000133347285,0.031578664,0.004384053,0.0532598,0.002225418],"study_design_scores_gemma":[0.00019536067,0.000011631337,0.76191515,0.000034092856,0.00001219315,4.7893515e-8,0.21791238,0.00016750344,0.0020461744,0.008869148,0.008716734,0.00011955682],"about_ca_topic_score_codex":0.022668602,"about_ca_topic_score_gemma":0.0006962933,"teacher_disagreement_score":0.30872935,"about_ca_system_score_codex":0.00006887696,"about_ca_system_score_gemma":0.00015541102,"threshold_uncertainty_score":0.9838395},"labels":[],"label_agreement":null},{"id":"W2055678321","doi":"10.1177/1359105310371703","title":"Creating New Career Pathways to Reduce Poverty, Illiteracy and Health Risks, while Transforming and Empowering Cambodian Women’s Lives","year":2010,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Functional illiteracy; Empowerment; Poverty; Participatory action research; Psychology; Sociology; Economic growth; Political science","score_opus":0.5683462663554596,"score_gpt":0.6507601491507743,"score_spread":0.0824138827953147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055678321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530194,0.0016675006,0.0011454326,0.041667283,0.0008172448,0.00031661175,0.0000057231086,0.000016074951,0.001344779],"genre_scores_gemma":[0.97462714,0.0015795934,0.01237183,0.010737541,0.0005841623,0.000010044249,2.7538704e-7,0.000019212768,0.0000701795],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962845,0.001230764,0.0007936212,0.0002658421,0.00042703835,0.0009982499],"domain_scores_gemma":[0.99699146,0.00037443824,0.0004338914,0.0001556896,0.00014505727,0.0018994483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0131207835,0.00013605748,0.0005110283,0.00029477748,0.0007533509,0.000095906806,0.0002327392,0.00010330528,0.00010147095],"category_scores_gemma":[0.0011617223,0.00012406231,0.00004432002,0.00025477388,0.000180859,0.00037555603,0.000038396083,0.0008178915,0.0000031631773],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013014104,0.00008919633,0.024900526,0.00008744591,0.000026483292,0.000024267263,0.48157567,0.0000015436905,0.0036617373,0.0007438852,0.00347063,0.4852885],"study_design_scores_gemma":[0.0026553667,0.0051811426,0.49992076,0.00052544137,0.000011755028,0.000341537,0.055058647,0.000022537703,0.00017405159,0.004672045,0.4309352,0.00050151534],"about_ca_topic_score_codex":0.0025102799,"about_ca_topic_score_gemma":0.001664523,"teacher_disagreement_score":0.48478696,"about_ca_system_score_codex":0.00026559288,"about_ca_system_score_gemma":0.0017480606,"threshold_uncertainty_score":0.5794242},"labels":[],"label_agreement":null},{"id":"W2056583866","doi":"10.1177/0739456x13516499","title":"Changing the Lens","year":2014,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Vancouver Foundation","keywords":"Indigenous; Context (archaeology); Action (physics); Work (physics); Space (punctuation); Sociology; Process (computing); Public relations; Political science; Engineering ethics; History; Engineering; Archaeology; Computer science; Ecology; Mechanical engineering","score_opus":0.7797957452702178,"score_gpt":0.7385735331329001,"score_spread":0.04122221213731769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056583866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9503761,0.0007591296,0.0006707328,0.0118979085,0.00053452264,0.00009296863,1.3515832e-7,0.000005300595,0.035663236],"genre_scores_gemma":[0.99558884,0.000087995075,0.00050160184,0.00014087935,0.0010835077,0.0000034956881,7.701363e-8,0.0000036067072,0.0025899953],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962382,0.0025101968,0.0001285677,0.00005398981,0.00077148876,0.00029759298],"domain_scores_gemma":[0.99746907,0.0017291681,0.0000680488,0.00007033878,0.00050748023,0.00015589115],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.029598238,0.000027988406,0.00006638181,0.00032147352,0.0009203429,0.00014036997,0.00021254276,0.00003372123,0.000042499574],"category_scores_gemma":[0.007968552,0.000017399167,0.000022048203,0.000422492,0.0003390816,0.00015927758,0.00003530854,0.0004325155,0.000008154408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007239351,0.0002935558,0.032136165,0.000048682257,0.00004344941,0.000004730865,0.53064615,0.00003349708,0.0028601328,0.1271122,0.032355957,0.2743931],"study_design_scores_gemma":[0.00009421115,0.00010891016,0.017234428,0.000106524116,0.0000039246706,0.000006840661,0.077305,0.00013115746,0.00021480909,0.0040360736,0.9007169,0.00004123131],"about_ca_topic_score_codex":0.00004618571,"about_ca_topic_score_gemma":0.0000063289112,"teacher_disagreement_score":0.86836094,"about_ca_system_score_codex":0.000057100053,"about_ca_system_score_gemma":0.0008108709,"threshold_uncertainty_score":0.9992328},"labels":[],"label_agreement":null},{"id":"W2057855707","doi":"10.1016/s0820-5930(09)60008-6","title":"Building Our Image","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Medical Radiation Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Computer vision; Computer science","score_opus":0.2543325565321814,"score_gpt":0.599937596093541,"score_spread":0.34560503956135963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057855707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5948947,0.0048891683,0.11611894,0.2585564,0.0041730925,0.00039823903,0.0000068052923,0.00011661359,0.020846013],"genre_scores_gemma":[0.9891311,0.00013999504,0.010035452,0.0003390334,0.0002387354,0.00000346474,1.0257709e-7,0.000008784177,0.00010331023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973525,0.0007925529,0.0003339182,0.000096857206,0.0008729814,0.00055119355],"domain_scores_gemma":[0.9975535,0.00019059423,0.00016318403,0.0001116192,0.00025579374,0.0017252779],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008788308,0.00006279504,0.00017734859,0.000882335,0.00031578593,0.00005014328,0.0006009469,0.00037281757,0.00085079484],"category_scores_gemma":[0.07241615,0.00006191098,0.00005537506,0.000851522,0.0004670957,0.00017545254,0.00000804626,0.00063845934,0.000036708843],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002499883,0.00001694679,0.006913264,0.0000045382276,0.000027118649,0.00044944984,0.001040198,0.0000026308035,0.00028436386,0.8007754,0.011136763,0.17934681],"study_design_scores_gemma":[0.00041973934,0.00008695311,0.0006431756,0.000035585537,0.000010090663,0.00006004643,0.0042071575,0.00004267654,0.002239746,0.040490706,0.951663,0.00010113067],"about_ca_topic_score_codex":0.002103893,"about_ca_topic_score_gemma":0.0095691,"teacher_disagreement_score":0.94052625,"about_ca_system_score_codex":0.00045838364,"about_ca_system_score_gemma":0.010159662,"threshold_uncertainty_score":0.9954518},"labels":[],"label_agreement":null},{"id":"W2058077700","doi":"10.1002/ace.168","title":"HIV/AIDS community‐based research","year":2005,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Participatory action research; Human immunodeficiency virus (HIV); Promotion (chess); Health promotion; Citizen journalism; Variety (cybernetics); Public relations; Community-based participatory research; Health education; Sociology; Adult education; Action research; Medicine; Psychology; Pedagogy; Political science; Public health; Nursing; Family medicine; Politics","score_opus":0.509673953382021,"score_gpt":0.6290697920723196,"score_spread":0.11939583869029857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058077700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9296586,0.00034688483,0.0053907027,0.009677527,0.00058114814,0.0008821348,0.000007010362,0.00018806213,0.053267952],"genre_scores_gemma":[0.93223995,0.000064994216,0.020136068,0.0002322479,0.0010296423,0.00034169317,0.000012563669,0.000013966488,0.0459289],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761057,0.0014253404,0.00014366265,0.00015053285,0.00030348872,0.00036642118],"domain_scores_gemma":[0.9971912,0.0014184234,0.00003740475,0.00018376496,0.0009140904,0.0002551009],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004579251,0.0000650492,0.00009374479,0.00024672292,0.0016728755,0.00018173075,0.00016076547,0.00007570622,0.00007369525],"category_scores_gemma":[0.00629854,0.000070787195,0.000042830146,0.00051946996,0.00024856138,0.0002694956,0.000021462016,0.00032235647,0.000017843475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024288558,0.00021331973,0.0029011387,0.000012022105,0.000005267612,1.9750628e-8,0.023681473,0.0000019392116,0.00088636036,0.016543623,0.027648563,0.928082],"study_design_scores_gemma":[0.00035315877,0.000097333286,0.0025519393,0.00010169859,0.000014463557,2.4423287e-7,0.033097476,0.00032855113,0.0019673845,0.002900137,0.9584727,0.00011490155],"about_ca_topic_score_codex":0.0033391789,"about_ca_topic_score_gemma":0.0036952498,"teacher_disagreement_score":0.93082416,"about_ca_system_score_codex":0.00018856779,"about_ca_system_score_gemma":0.0006561863,"threshold_uncertainty_score":0.9996268},"labels":[],"label_agreement":null},{"id":"W2061475649","doi":"10.1080/17533015.2011.584884","title":"Balancing safety and action: Ethical protocols for photovoice research with women who have experienced violence","year":2011,"lang":"en","type":"article","venue":"Arts & Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; University of British Columbia","funders":"","keywords":"Photovoice; Participatory action research; Confidentiality; Autonomy; Informed consent; Protocol (science); Action research; Action (physics); Community-based participatory research; Guideline; Psychology; Research ethics; Engineering ethics; Nursing; Medicine; Sociology; Computer security; Engineering; Political science; Law; Alternative medicine; Computer science; Pedagogy","score_opus":0.8297625594454046,"score_gpt":0.7107717375049812,"score_spread":0.11899082194042332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061475649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91947,0.00008935058,0.011227778,0.0067584813,0.00011620166,0.04151916,0.000015122428,0.00019087942,0.020613026],"genre_scores_gemma":[0.95804095,0.00017146835,0.008966806,0.001389735,0.00022354031,0.030486384,7.0790577e-7,0.000026595078,0.00069382595],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944288,0.002521765,0.00027994323,0.0004473443,0.0009835926,0.0013385512],"domain_scores_gemma":[0.99716353,0.001240849,0.000093668445,0.00026313408,0.0003594221,0.00087939575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.021657277,0.00010681865,0.00026135085,0.00009526394,0.0019615898,0.000084930674,0.00025819283,0.00014599373,0.00015393252],"category_scores_gemma":[0.0025113954,0.000089854715,0.000019964384,0.0003399112,0.0011481527,0.0002808458,0.00007855119,0.00067663,0.000008680704],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032480385,0.0002509443,0.018652584,0.00041248873,0.00002182406,0.000013048728,0.8228789,0.0000011342315,0.00070320896,0.049825888,0.000904289,0.10308766],"study_design_scores_gemma":[0.0030341593,0.008103145,0.08243007,0.0017222507,0.000004861278,0.000007896525,0.2945858,0.0009988568,0.008548201,0.018101228,0.58171326,0.0007502665],"about_ca_topic_score_codex":0.0042297784,"about_ca_topic_score_gemma":0.0034422076,"teacher_disagreement_score":0.58080894,"about_ca_system_score_codex":0.00056847377,"about_ca_system_score_gemma":0.0019613933,"threshold_uncertainty_score":0.99933773},"labels":[],"label_agreement":null},{"id":"W2061586306","doi":"10.1046/j.1369-6513.2003.00255.x","title":"Standing Ovation – Performing Social Science Research About Cancer","year":2004,"lang":"en","type":"article","venue":"Health Expectations","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Focus group; Cancer; Qualitative research; Psychology; Medicine; Medical education; Sociology; Psychotherapist; Social science","score_opus":0.8590770820636894,"score_gpt":0.7837501891102048,"score_spread":0.0753268929534846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061586306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8871738,0.0019960264,0.0069581424,0.031417567,0.00086704345,0.0015711113,0.000021803995,0.00027993417,0.06971458],"genre_scores_gemma":[0.9955555,0.00014054423,0.0031291859,0.00016626707,0.0004529881,0.00029500562,0.0000015797771,0.000010995401,0.00024792526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99543667,0.00082730735,0.00027025337,0.00030284122,0.001974559,0.0011883446],"domain_scores_gemma":[0.9981902,0.00038727667,0.0000888913,0.00012127236,0.00081833475,0.00039400125],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0077158143,0.000066493034,0.00012141088,0.0005511708,0.010948602,0.00020543508,0.00031395568,0.00005004662,0.00013701142],"category_scores_gemma":[0.0035627878,0.000072184965,0.000029131419,0.0034084949,0.0015229491,0.00072213006,0.00005612041,0.00036424457,0.000052142033],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000009470518,0.00005979374,0.00093106716,0.000023220464,0.000003346202,0.0000010923211,0.4481332,0.0000349176,0.0016891801,0.5306641,0.00025858695,0.018192029],"study_design_scores_gemma":[0.0013165693,0.00029992592,0.057446785,0.000313174,0.0000072236126,9.026333e-7,0.8460262,0.00053881796,0.0045800544,0.04654349,0.04242437,0.00050251465],"about_ca_topic_score_codex":0.006544314,"about_ca_topic_score_gemma":0.0030029817,"teacher_disagreement_score":0.4841206,"about_ca_system_score_codex":0.0042552655,"about_ca_system_score_gemma":0.010683006,"threshold_uncertainty_score":0.9995672},"labels":[],"label_agreement":null},{"id":"W2061829096","doi":"10.1068/d16209","title":"On the Role of Affect and Practice in the Production of Place","year":2010,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":331,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Affect (linguistics); Aesthetics; Everyday life; Ethnography; Sociology; Resistance (ecology); Habit; Social psychology; Psychology; Art; Political science; Social science; Communication; Anthropology; Law","score_opus":0.16862018154008082,"score_gpt":0.4911904933568676,"score_spread":0.32257031181678675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061829096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397445,0.0005876441,0.000010897788,0.0035796484,0.000023849168,0.00015990372,6.7068737e-7,0.0000019762144,0.0016609407],"genre_scores_gemma":[0.9986673,0.0006469137,0.0004758167,0.000049278126,0.00003498549,0.0000070080546,1.5708974e-7,0.0000018227676,0.00011671823],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99890184,0.000640313,0.000052843592,0.00009295466,0.00021181216,0.0001002275],"domain_scores_gemma":[0.99644977,0.003397053,0.000050778624,0.00007209266,0.0000041515705,0.000026164143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005466923,0.000039945488,0.00006122164,0.0000070118963,0.00021378421,0.0000152437915,0.000049431197,0.000045608915,0.00000838478],"category_scores_gemma":[0.0020202785,0.000024450283,0.000013807892,0.000046759396,0.0005340443,0.000074348805,0.000022695163,0.00020510555,2.9961237e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016523893,0.00017971847,0.11870492,0.000035201345,0.000042309533,0.0000013943868,0.76446533,0.00009584618,0.061830867,0.048033245,0.0013840734,0.0050618723],"study_design_scores_gemma":[0.00043360132,0.00046565259,0.2915034,0.00011466851,0.000062584484,0.000004335197,0.55130345,0.0009267626,0.009031952,0.0051658433,0.14075199,0.00023573471],"about_ca_topic_score_codex":0.00012442509,"about_ca_topic_score_gemma":0.000018366154,"teacher_disagreement_score":0.21316184,"about_ca_system_score_codex":0.0000050204862,"about_ca_system_score_gemma":0.00001251463,"threshold_uncertainty_score":0.2418608},"labels":[],"label_agreement":null},{"id":"W2062692880","doi":"10.1191/1478088705qp042oa","title":"Giving a face to HIV and AIDS: on the uses of photo-voice by teachers and community health care workers working with youth in rural South Africa","year":2005,"lang":"en","type":"article","venue":"Qualitative Research in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Reflexivity; Documentation; Action (physics); Interpretation (philosophy); Sociology; Action plan; Public relations; Work (physics); Human immunodeficiency virus (HIV); Face (sociological concept); Narrative; Action research; Psychology; Pedagogy; Medicine; Political science; Social science; Family medicine","score_opus":0.7873081027899002,"score_gpt":0.7136726225929318,"score_spread":0.0736354801969683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062692880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98607045,0.0010716447,0.0001771455,0.0070726126,0.00001261407,0.0008159699,0.000031754564,0.0000122462125,0.004735561],"genre_scores_gemma":[0.9977239,0.000079716745,0.0016621766,0.0002903527,0.00001781859,0.00012692166,0.0000014124508,0.00001492875,0.00008280533],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9364673,0.0611427,0.000318593,0.00031404078,0.0007809196,0.0009764303],"domain_scores_gemma":[0.98618644,0.012967696,0.00009421543,0.00030689818,0.00012887518,0.0003158694],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.043830134,0.00013414063,0.00032653313,0.0004572896,0.00066443003,0.000057129033,0.0004622751,0.00009736643,0.000014944706],"category_scores_gemma":[0.0064077694,0.000100611716,0.00001931093,0.0015743704,0.0024610239,0.00011425644,0.00015442725,0.0017257405,0.0000053878575],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036901716,0.00013378472,0.050598145,0.000021635993,0.000014326637,0.0000011205681,0.93483424,0.0000051654324,0.00010054019,0.00057844125,0.00027049216,0.013073076],"study_design_scores_gemma":[0.0005720568,0.0010000115,0.012436397,0.00032026513,0.0000012927251,1.0327576e-7,0.9829787,0.0000060644347,0.00003627353,0.00040907692,0.002139956,0.00009977737],"about_ca_topic_score_codex":0.009494913,"about_ca_topic_score_gemma":0.016538875,"teacher_disagreement_score":0.04971913,"about_ca_system_score_codex":0.00038810782,"about_ca_system_score_gemma":0.00029725625,"threshold_uncertainty_score":0.99710095},"labels":[],"label_agreement":null},{"id":"W2063599928","doi":"10.1108/qmr-08-2012-0039","title":"One step closer to the field: visual methods in marketing and consumer research","year":2014,"lang":"en","type":"article","venue":"Qualitative Market Research An International Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Toronto Metropolitan University","funders":"","keywords":"Qualitative marketing research; Originality; Marketing research; Consumer research; Quantitative marketing research; Marketing; Consumption (sociology); Projective test; Visual research; Field (mathematics); Consumer behaviour; Marketing science; Qualitative research; Marketing management; Computer science; Psychology; Sociology; Return on marketing investment; Business; Social science; Relationship marketing","score_opus":0.7392023594421656,"score_gpt":0.79247719559706,"score_spread":0.05327483615489437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063599928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75709635,0.0004085647,0.04258169,0.078200385,0.00084667467,0.0014407642,0.000016846769,0.000041240808,0.11936748],"genre_scores_gemma":[0.87059134,0.0009612516,0.11832138,0.0014182829,0.0024222112,0.00030098908,0.0000031119464,0.000055050616,0.0059263636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.7594441,0.2318275,0.0007005987,0.0005812321,0.0058181314,0.0016284161],"domain_scores_gemma":[0.87771016,0.116142765,0.00013153213,0.00033629316,0.004515669,0.0011635611],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4274735,0.00014419683,0.00026885173,0.0014069773,0.0016441327,0.0012349897,0.001667277,0.00013595459,0.0017911638],"category_scores_gemma":[0.26052186,0.000119472796,0.00006914823,0.0012970482,0.0015048184,0.0007121751,0.00068347855,0.0027113263,0.00006968363],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002952321,0.00041697815,0.008674262,0.000022078955,0.0001694249,0.000044813787,0.12753423,0.0000029913915,0.00163221,0.054740705,0.025170736,0.77863926],"study_design_scores_gemma":[0.0012629897,0.0013668715,0.089958735,0.000368322,0.000006412606,0.000010328078,0.1960247,0.003456911,0.000538182,0.053020444,0.65359944,0.00038665],"about_ca_topic_score_codex":0.0026708853,"about_ca_topic_score_gemma":0.0035596949,"teacher_disagreement_score":0.7782526,"about_ca_system_score_codex":0.0006586377,"about_ca_system_score_gemma":0.00083346246,"threshold_uncertainty_score":0.9998018},"labels":[],"label_agreement":null},{"id":"W2064269008","doi":"10.1097/fch.0b013e3181e4bbf0","title":"Concept Mapping of Photovoices","year":2010,"lang":"en","type":"article","venue":"Family & Community Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wellesley Institute","funders":"","keywords":"Photovoice; Participatory action research; Immigration; Citizen journalism; Interpretation (philosophy); Perception; Sociology; Concept map; Psychology; Geography; Computer science; Anthropology; Visual arts; World Wide Web; Art","score_opus":0.6997926649560074,"score_gpt":0.6541382749060471,"score_spread":0.0456543900499603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064269008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620411,0.00017388508,0.000405212,0.0006681223,0.00033566254,0.00029991212,0.000017248825,0.00007759492,0.03598131],"genre_scores_gemma":[0.99333256,0.000096518925,0.005362944,0.0009015567,0.00009076798,0.000015672082,0.0000032859634,0.000010026339,0.00018668237],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9916233,0.006794449,0.0003344734,0.00011045299,0.00055913825,0.0005781833],"domain_scores_gemma":[0.9965103,0.0020476524,0.00018988784,0.0006287708,0.00019276662,0.00043058462],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013436599,0.00008822142,0.00027854543,0.00011106803,0.0015573881,0.0000345984,0.0008287217,0.00009851944,0.00014190625],"category_scores_gemma":[0.0031648346,0.00009172302,0.000060350467,0.00048844644,0.0010934083,0.0001716773,0.00017669916,0.001383161,0.000025673646],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005762617,0.0012510563,0.24090534,0.00036815697,0.000067333065,0.000003396425,0.49053672,0.0000058827304,0.1155932,0.0746166,0.007821398,0.068773285],"study_design_scores_gemma":[0.00041221268,0.0002673329,0.65368766,0.000099156336,0.000003753507,3.3392126e-7,0.08328196,0.00008875437,0.0020593368,0.0026287911,0.25727132,0.00019938112],"about_ca_topic_score_codex":0.461683,"about_ca_topic_score_gemma":0.16694753,"teacher_disagreement_score":0.41278234,"about_ca_system_score_codex":0.00011408279,"about_ca_system_score_gemma":0.0016477125,"threshold_uncertainty_score":0.99974245},"labels":[],"label_agreement":null},{"id":"W2065068633","doi":"10.7748/nr2013.09.21.1.23.e356","title":"Lessons learned about art-based approaches for disseminating knowledge","year":2013,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Dissemination; Computer science; Information Dissemination; Data science; World Wide Web; Knowledge management; Telecommunications","score_opus":0.849318897491563,"score_gpt":0.6946302269005615,"score_spread":0.15468867059100144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065068633","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21372119,0.0010928515,0.017137567,0.0422221,0.00031926014,0.0054994063,0.000043109703,0.00047978543,0.71948475],"genre_scores_gemma":[0.8986464,0.000022535272,0.008083531,0.000052912113,0.00040840497,0.0024904064,0.000015238409,0.00006334502,0.090217225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99420255,0.002660906,0.0002469452,0.00047621498,0.0009616672,0.0014516875],"domain_scores_gemma":[0.99468917,0.0035831858,0.00006434895,0.00039670462,0.00053442107,0.00073215517],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0101383785,0.0001604906,0.00024543467,0.00020903008,0.0009355684,0.00036443913,0.00066200487,0.00020547447,0.0016796222],"category_scores_gemma":[0.016218988,0.00014662166,0.0001514128,0.0006762113,0.0011217425,0.00035944025,0.000066471075,0.00048529787,0.0011808688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000813279,0.00073160644,0.0020391732,0.00016061684,0.000050804032,0.0000034154414,0.015325947,0.000021613629,0.004659573,0.072108045,0.06348604,0.84133184],"study_design_scores_gemma":[0.0018972094,0.0004104755,0.02684223,0.000296598,0.000033854267,3.1083053e-7,0.03561019,0.065853246,0.010871209,0.02301623,0.83429503,0.00087340514],"about_ca_topic_score_codex":0.00047913988,"about_ca_topic_score_gemma":0.00049525657,"teacher_disagreement_score":0.84045845,"about_ca_system_score_codex":0.00032954925,"about_ca_system_score_gemma":0.0010597432,"threshold_uncertainty_score":0.99959683},"labels":[],"label_agreement":null},{"id":"W2068174725","doi":"10.1177/1471301212447028","title":"The role of leisure within the dementia context","year":2012,"lang":"en","type":"article","venue":"Dementia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Regina","funders":"","keywords":"Dementia; Psychology; Photovoice; Phenomenology (philosophy); Context (archaeology); Meaning (existential); Hermeneutic phenomenology; Leisure activity; Lived experience; Gerontology; Developmental psychology; Social psychology; Psychotherapist; Disease; Medicine","score_opus":0.3589860718503969,"score_gpt":0.5696526716236299,"score_spread":0.210666599773233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068174725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926184,0.019974653,0.00048927485,0.0011262161,0.00082776905,0.00062643725,0.0000062465497,0.000045530378,0.05071985],"genre_scores_gemma":[0.9991204,0.000039911112,0.00018266836,0.00005271737,0.00017411189,0.00004738443,5.437854e-7,0.000007909356,0.00037435407],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968856,0.0015992933,0.00022870263,0.0000945753,0.0006619685,0.00052988465],"domain_scores_gemma":[0.9987538,0.00059646287,0.00013523808,0.00026366382,0.00010543482,0.0001454361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009108183,0.0000713345,0.0000996239,0.000019596864,0.0010197784,0.00007105763,0.00052177696,0.00004545954,0.00029783993],"category_scores_gemma":[0.0008270368,0.00004079089,0.000065352586,0.00021423562,0.0006667369,0.00019103887,0.00011303975,0.00014205201,0.000088988956],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027009879,0.000078134915,0.56367195,0.000003439894,0.00031800737,2.1893607e-7,0.016675724,0.0000013561223,0.0032933624,0.38117814,0.0016433863,0.033109277],"study_design_scores_gemma":[0.0001588093,0.000034638575,0.098431826,0.0000077457935,0.00013057148,1.5505051e-7,0.020134035,0.00007092857,0.015710304,0.0046317247,0.8605949,0.0000943242],"about_ca_topic_score_codex":0.0010566498,"about_ca_topic_score_gemma":0.0018493836,"teacher_disagreement_score":0.85895157,"about_ca_system_score_codex":0.000024118754,"about_ca_system_score_gemma":0.00014352216,"threshold_uncertainty_score":0.78434145},"labels":[],"label_agreement":null},{"id":"W2069830456","doi":"10.1080/13586840903557068","title":"Things Fall Apart and Come Together: Using the Visual for Reflection in Alternative Teacher Education Programmes","year":2010,"lang":"en","type":"article","venue":"Changing English","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Exhibition; Service (business); Teacher education; Reflection (computer programming); Pedagogy; Sociology; Relation (database); Citizen journalism; Professional development; Visual arts; Political science; Computer science; Art","score_opus":0.32608084891876665,"score_gpt":0.5963680447544952,"score_spread":0.2702871958357286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069830456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99452484,0.000053246305,0.0013337032,0.00027972838,0.0008881957,0.0006115766,7.0675276e-7,0.00005648451,0.002251537],"genre_scores_gemma":[0.9952901,0.000006714885,0.0027281085,0.00013965029,0.0011028567,0.00020531345,0.0000015039539,0.000013883235,0.0005118601],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987586,0.00037818344,0.000103778904,0.00017301517,0.00021282738,0.00037360957],"domain_scores_gemma":[0.9992731,0.00033515366,0.00005515697,0.000081524566,0.0001786636,0.000076356846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00459995,0.000069661604,0.000089077526,0.00014082826,0.00043603734,0.00015055283,0.00013327824,0.00007847535,0.000008703531],"category_scores_gemma":[0.0035022798,0.000057083904,0.000026609312,0.0003193893,0.00021478516,0.00033738455,0.000041728727,0.0002653099,5.408536e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005678809,0.0003312207,0.042490683,0.000046669265,0.00002276523,7.2711657e-7,0.79384947,0.000009829868,0.0119659,0.026457008,0.00023249678,0.12453643],"study_design_scores_gemma":[0.0015798693,0.00037293724,0.007872053,0.00026463563,0.000071968236,0.000002757289,0.3792229,0.04428006,0.016236152,0.023604369,0.52553993,0.0009523517],"about_ca_topic_score_codex":0.0014985716,"about_ca_topic_score_gemma":0.0019721505,"teacher_disagreement_score":0.5253074,"about_ca_system_score_codex":0.00010681586,"about_ca_system_score_gemma":0.000179521,"threshold_uncertainty_score":0.41928092},"labels":[],"label_agreement":null},{"id":"W2070453533","doi":"10.1016/j.socscimed.2009.03.003","title":"“I couldn't say, I'm not a girl” – Adolescents talk about gender and marijuana use","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Narrative; Girl; Normative; Qualitative research; Psychology; Context (archaeology); Developmental psychology; Photo elicitation; Adolescent health; Gender studies; Social psychology; Sociology; Medicine; Social science; Geography; Political science","score_opus":0.5183831823391637,"score_gpt":0.6221484637497433,"score_spread":0.10376528141057961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070453533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9446786,0.00026260913,0.00054969534,0.007117293,0.00062527065,0.0006113129,0.000006493415,0.00014886082,0.045999844],"genre_scores_gemma":[0.9941611,0.00011484325,0.00015237756,0.003846496,0.0008953219,0.00000965694,8.837701e-7,0.000009348103,0.0008099149],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.994449,0.000674173,0.00031133994,0.0005688306,0.0027488223,0.0012478144],"domain_scores_gemma":[0.9981724,0.00023222268,0.00012601269,0.00021586781,0.00035441,0.00089907576],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008681383,0.0001841004,0.00033885564,0.00022890494,0.002273666,0.00020889122,0.00068321347,0.00014084214,0.00022097738],"category_scores_gemma":[0.0069536543,0.00015647641,0.000051672952,0.0017464594,0.0073466324,0.00089199864,0.00009793436,0.00036226521,0.000017683813],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027941624,0.00047013938,0.09711871,0.000059826845,0.00003061456,0.0001594664,0.26545894,0.0000010796782,0.10468027,0.1919409,0.011960509,0.32784012],"study_design_scores_gemma":[0.0009436302,0.00021959371,0.94568974,0.00011613723,0.00003716665,0.000002333952,0.0072064484,0.00010320347,0.0004235907,0.0068353135,0.038069066,0.00035375188],"about_ca_topic_score_codex":0.0020694667,"about_ca_topic_score_gemma":0.00024554966,"teacher_disagreement_score":0.84857106,"about_ca_system_score_codex":0.00037062526,"about_ca_system_score_gemma":0.0008162191,"threshold_uncertainty_score":0.9990252},"labels":[],"label_agreement":null},{"id":"W2073480336","doi":"10.1177/1471301211398990","title":"Using Photovoice with people with early-stage Alzheimer’s disease: A discussion of methodology","year":2011,"lang":"en","type":"article","venue":"Dementia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Photovoice; Dementia; Disease; Qualitative research; Gerontology; Psychology; Medicine; Sociology; Social science; Pathology","score_opus":0.7992591493526754,"score_gpt":0.6056350969781237,"score_spread":0.19362405237455171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073480336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9522129,0.00021244971,0.043126885,0.00005477193,0.000063462154,0.0004508525,0.000011693736,0.000041764044,0.0038252152],"genre_scores_gemma":[0.917014,0.0000077568,0.082658425,0.000023161914,0.00002700345,0.00003743866,0.0000013719114,0.000017672466,0.00021318269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964741,0.0020028881,0.00018587628,0.000265521,0.00059532933,0.00047628634],"domain_scores_gemma":[0.9989287,0.00019154463,0.00015458577,0.00026538692,0.00013122344,0.00032856144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025729393,0.00011486517,0.00022108678,0.00009342154,0.00027838084,0.000021234528,0.00026530013,0.000047733272,0.00088088884],"category_scores_gemma":[0.00029095644,0.000068984475,0.000042635504,0.0004496782,0.0004998835,0.0002574551,0.00008337001,0.000110814704,0.00000860126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009514155,0.00025420092,0.94673,0.00003311837,0.00042958022,0.000032413045,0.03627031,0.00001591421,0.0058722496,0.007754735,0.000029578538,0.0016264855],"study_design_scores_gemma":[0.0011046049,0.0007096833,0.95178115,0.000121456054,0.0011997117,0.000001018104,0.00772607,0.0005149838,0.028063593,0.0010684708,0.007229963,0.0004792746],"about_ca_topic_score_codex":0.010194684,"about_ca_topic_score_gemma":0.004688708,"teacher_disagreement_score":0.03953154,"about_ca_system_score_codex":0.000026738242,"about_ca_system_score_gemma":0.0003759383,"threshold_uncertainty_score":0.99639654},"labels":[],"label_agreement":null},{"id":"W2075413424","doi":"10.1177/1532708611409543","title":"[In]Subordination: Inmate Photography and Narrative Elicitation in a Youth Incarceration Facility","year":2011,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Subordination (linguistics); Ethnography; Photography; Prison; Photo elicitation; Participant observation; Psychology; Oppression; Sentence; Juvenile; Criminology; Recidivism; Sociology; Visual arts; Art; Political science; Social science; Ecology; Computer science; Linguistics","score_opus":0.7660065316430327,"score_gpt":0.660374756170687,"score_spread":0.1056317754723457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075413424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664404,0.0041997624,0.008913658,0.0031405233,0.0005272722,0.0011025579,0.00004353086,0.00017734164,0.015454975],"genre_scores_gemma":[0.94012606,0.00083395495,0.05849873,0.00020359925,0.00005878107,0.00021637804,0.0000027172316,0.000005827862,0.00005395599],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99016035,0.007998087,0.00041645006,0.00045796225,0.00040701908,0.0005601371],"domain_scores_gemma":[0.99529433,0.003851177,0.000059794977,0.00014085429,0.00052852824,0.00012530129],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0092156455,0.00019312205,0.00046140235,0.0002404023,0.000570748,0.000058958103,0.00017553622,0.00019627044,0.000043791664],"category_scores_gemma":[0.08375694,0.00015894877,0.000060563365,0.00090350216,0.002518516,0.0007385583,0.00014518421,0.000383753,0.0000042528613],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013949744,0.000084659485,0.008801789,0.00007215527,0.00003519055,0.000013963204,0.9282294,0.0000010837088,0.0010780403,0.056187917,0.00010649081,0.005249801],"study_design_scores_gemma":[0.00033154292,0.00019674655,0.04978794,0.00006054395,0.000022956645,4.7459363e-7,0.75870323,0.000019689816,0.0019442303,0.18836197,0.00034367578,0.0002269781],"about_ca_topic_score_codex":0.00082447205,"about_ca_topic_score_gemma":0.0022812395,"teacher_disagreement_score":0.16952616,"about_ca_system_score_codex":0.0001647661,"about_ca_system_score_gemma":0.00006943112,"threshold_uncertainty_score":0.9279577},"labels":[],"label_agreement":null},{"id":"W2078386387","doi":"10.1016/j.jaging.2012.06.004","title":"A photovoice study of older adults' conceptualizations of risk","year":2012,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Psychology; Photovoice; Meaning (existential); Social psychology; Constructive; Risk assessment; Risk perception; Exploratory research; Balance (ability); Qualitative research; Developmental psychology; Applied psychology; Sociology; Process (computing); Perception; Psychotherapist","score_opus":0.5282738121326189,"score_gpt":0.6531311903980085,"score_spread":0.12485737826538956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078386387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932554,0.005627243,0.00024440043,0.000056182595,0.00028960395,0.0001573594,0.0000032750875,0.0000053343424,0.00036125223],"genre_scores_gemma":[0.99808085,0.00071242434,0.00093056844,0.000010421691,0.00020213156,0.0000043268656,2.735889e-8,0.000005718542,0.00005354715],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996827,0.0015665719,0.0005184546,0.00006027927,0.00076754804,0.000260139],"domain_scores_gemma":[0.99624676,0.0017382572,0.0007400986,0.00009659124,0.0010621765,0.00011613589],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0055963625,0.000068807516,0.00036953826,0.00014970356,0.00025288068,0.00000795861,0.00019441707,0.000023636409,0.000030600157],"category_scores_gemma":[0.008952309,0.000053422336,0.00007973906,0.0004011304,0.00045587102,0.00028963466,0.00007083499,0.00015811391,0.0000011294153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021699905,0.0005929175,0.3967917,0.000026437043,0.00028253993,0.0000014103779,0.6005459,0.00001618812,0.000121381534,0.00029793105,0.00026719688,0.0010347328],"study_design_scores_gemma":[0.00088958314,0.0002935335,0.21675447,0.00023850909,0.0001733737,7.1708223e-7,0.778875,0.0000060885627,0.00182258,0.00013179387,0.0007418744,0.000072472365],"about_ca_topic_score_codex":0.00050523283,"about_ca_topic_score_gemma":0.00028990163,"teacher_disagreement_score":0.18003723,"about_ca_system_score_codex":0.000064242675,"about_ca_system_score_gemma":0.00011279397,"threshold_uncertainty_score":0.9993957},"labels":[],"label_agreement":null},{"id":"W2079725311","doi":"10.1080/13561820400010588","title":"Participatory research in primary care","year":2004,"lang":"en","type":"article","venue":"Journal of Interprofessional Care","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Primary care; Citizen journalism; Nursing; Primary health care; Medicine; Psychology; Sociology; Health care; Political science; Family medicine","score_opus":0.7278847314790484,"score_gpt":0.7074327528754257,"score_spread":0.02045197860362269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079725311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760111,0.0033441833,0.00006138497,0.0010469141,0.0008955684,0.00020343938,0.000004488647,0.000010503479,0.018422425],"genre_scores_gemma":[0.99737346,0.00006854557,0.0017172471,0.00017735774,0.0004958189,0.000020847463,0.0000015610926,0.000015848624,0.00012934054],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9929757,0.0032861049,0.00058195787,0.00017854801,0.002293423,0.00068427285],"domain_scores_gemma":[0.99683124,0.0007863016,0.00017192522,0.00017165813,0.0016025836,0.00043632026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007294563,0.000107387925,0.00029615886,0.0005809326,0.00041442827,0.00005317514,0.00066035613,0.00017075607,0.00012770385],"category_scores_gemma":[0.001650721,0.00008755672,0.00015024826,0.0006852261,0.0005938225,0.00042955225,0.00019479849,0.0014233371,0.00004315174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027926443,0.0007090803,0.25020596,0.0006414408,0.000072958595,0.0019901353,0.6476055,0.00034736245,0.010789176,0.02038105,0.0012530313,0.0632117],"study_design_scores_gemma":[0.0027496782,0.0011081174,0.15017541,0.006542994,0.000019039191,0.000015888128,0.8048384,0.0000029738771,0.005237123,0.013232106,0.015736597,0.00034163304],"about_ca_topic_score_codex":0.00047222603,"about_ca_topic_score_gemma":0.001450882,"teacher_disagreement_score":0.15723298,"about_ca_system_score_codex":0.0033429088,"about_ca_system_score_gemma":0.0067475447,"threshold_uncertainty_score":0.99888325},"labels":[],"label_agreement":null},{"id":"W2082510306","doi":"10.1177/1757975914528960","title":"I WAS HERE: young mothers who have experienced homelessness use Photovoice and participatory qualitative analysis to demonstrate strengths and assets","year":2014,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Citizen journalism; Psychology; Qualitative research; Environmental health; Medicine; Sociology; Gerontology; Political science; Economic growth; Economics","score_opus":0.3886327584227636,"score_gpt":0.6494590824300763,"score_spread":0.2608263240073127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082510306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875415,0.00009626907,0.010124965,0.00083100045,0.00008533708,0.0007408763,0.00004856711,0.00006734138,0.00046412868],"genre_scores_gemma":[0.9976788,0.00009016335,0.0017663187,0.00016832916,0.00005036408,0.00016035342,0.0000051671163,0.000009795506,0.00007069264],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9898732,0.0075588333,0.0004140327,0.0005584626,0.0007138229,0.0008816718],"domain_scores_gemma":[0.9975411,0.0007273843,0.00019744886,0.00022175098,0.00021094414,0.0011013404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0082487,0.00018464691,0.00046336366,0.00012975802,0.00080924894,0.00021918342,0.00015396114,0.00012617592,0.00002499546],"category_scores_gemma":[0.0033976499,0.00018413625,0.00005088079,0.0010543905,0.0005113506,0.0005688699,0.00007218521,0.00015196991,0.000007629134],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016934564,0.00039615773,0.32342136,0.00016277711,0.00025021867,0.0000058336864,0.5175507,0.00007500508,0.00026434133,0.014985267,0.00012123701,0.14259775],"study_design_scores_gemma":[0.0012366775,0.001800316,0.69770753,0.00020440311,0.00019688567,0.0000016887149,0.27415815,0.016395446,0.0006436241,0.0046537193,0.0021735698,0.0008279801],"about_ca_topic_score_codex":0.010544006,"about_ca_topic_score_gemma":0.027782718,"teacher_disagreement_score":0.3742862,"about_ca_system_score_codex":0.0005086784,"about_ca_system_score_gemma":0.00036794244,"threshold_uncertainty_score":0.9960449},"labels":[],"label_agreement":null},{"id":"W2083178389","doi":"10.1080/14427591.2011.610776","title":"How Do We ‘See’ Occupations? An Examination of Visual Research Methodologies in the Study of Human Occupation","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Occupational science; Psychology; Visual research; Visual methods; Cognitive psychology; Developmental psychology; Cognitive science; Visual arts; Occupational therapy; Art","score_opus":0.9224975816938984,"score_gpt":0.7450783819496605,"score_spread":0.17741919974423792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083178389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965266,0.00005411484,0.0016998592,0.000115565774,0.00011678798,0.00049343705,0.0000028591921,0.000005056705,0.0009857033],"genre_scores_gemma":[0.99179256,0.000025496995,0.0080341175,0.000005856157,0.000094400195,0.000021084708,4.992662e-7,0.000004668237,0.000021288955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98278683,0.0108370865,0.00079480134,0.00025420502,0.0048991665,0.00042789703],"domain_scores_gemma":[0.99245226,0.0027371126,0.0008258668,0.00027427735,0.0035605575,0.00014989682],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08793651,0.000099215074,0.0002742934,0.0014850405,0.00075316953,0.00015035323,0.0015402213,0.00007470302,0.000059227423],"category_scores_gemma":[0.018996857,0.00007094132,0.00006194147,0.0037889497,0.0022678594,0.0022865892,0.000114998,0.00040915,0.0000010239894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063572126,0.0043542082,0.46981466,0.000031143365,0.00002697217,0.000014783575,0.37451982,0.00008681974,0.03792317,0.051254485,0.000062043015,0.061276168],"study_design_scores_gemma":[0.00031727695,0.0022740518,0.87485236,0.000035073204,0.00000961358,0.0000013408135,0.11275657,0.00008910272,0.0042994544,0.005263086,0.000038244565,0.00006385515],"about_ca_topic_score_codex":0.00073947804,"about_ca_topic_score_gemma":0.00095489476,"teacher_disagreement_score":0.40503767,"about_ca_system_score_codex":0.0002635114,"about_ca_system_score_gemma":0.0014290882,"threshold_uncertainty_score":0.9892666},"labels":[],"label_agreement":null},{"id":"W2083821263","doi":"10.1177/1077800405284364","title":"Entangled (in the) Sticks","year":2006,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Drama; Ethnography; Citizen journalism; Identity (music); Participatory action research; Pedagogy; Gender studies; Aesthetics; Visual arts; Law; Political science; Anthropology","score_opus":0.8103590794357596,"score_gpt":0.7381792118331862,"score_spread":0.07217986760257333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083821263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90911704,0.00019183234,0.003863275,0.002161367,0.00024317949,0.0003880392,0.000004895385,0.000046131427,0.083984256],"genre_scores_gemma":[0.9967082,0.000005385612,0.001259119,0.00032453216,0.0004036587,0.00009595685,0.0000030134092,0.00000711513,0.0011930245],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9862197,0.012120898,0.00024059587,0.00018175395,0.0007623348,0.000474709],"domain_scores_gemma":[0.99441063,0.005223268,0.00005585359,0.00015830187,0.00008649059,0.00006543728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015094484,0.00007930329,0.00012974342,0.00008883418,0.0002751248,0.00006732158,0.00035181284,0.000058613074,0.0003036353],"category_scores_gemma":[0.0038542112,0.000060091472,0.00004988755,0.0005542293,0.0011883485,0.00018458483,0.000026622558,0.0001851881,0.00018169901],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016920952,0.00011033143,0.0014259033,0.000004323202,0.000003801829,0.00001653165,0.6282608,0.0000031294587,0.00033575305,0.36378875,0.0049264817,0.0011072552],"study_design_scores_gemma":[0.0003662956,0.00009054691,0.023142368,0.00002023524,0.0000059799586,2.5147995e-7,0.7284863,0.00002635304,0.00027228717,0.17523243,0.07218341,0.0001735712],"about_ca_topic_score_codex":0.004321509,"about_ca_topic_score_gemma":0.0032618907,"teacher_disagreement_score":0.18855633,"about_ca_system_score_codex":0.00014919943,"about_ca_system_score_gemma":0.00017265597,"threshold_uncertainty_score":0.65328574},"labels":[],"label_agreement":null},{"id":"W2086090778","doi":"10.1016/j.healthplace.2008.05.003","title":"Come take a walk with me: The “Go-Along” interview as a novel method for studying the implications of place for health and well-being","year":2008,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1079,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC; Robert Wood Johnson Foundation","keywords":"Qualitative research; Social capital; Sociology; Context (archaeology); Well-being; Psychology; Social psychology; Social science; Geography","score_opus":0.5659818756117792,"score_gpt":0.6409080555469516,"score_spread":0.07492617993517248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086090778","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13229786,0.0043250965,0.58863014,0.2616903,0.00016447394,0.0113494545,0.000081887956,0.0001054995,0.0013552957],"genre_scores_gemma":[0.7423947,0.0024522268,0.22290093,0.024781587,0.0003429799,0.004709702,0.000013522575,0.00010471033,0.0022996557],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953573,0.002417404,0.0005306153,0.00036066273,0.0004856576,0.0008484132],"domain_scores_gemma":[0.9892175,0.009290824,0.0004155306,0.00039340617,0.00024845047,0.00043429577],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02131388,0.00015163438,0.00043710013,0.00006641937,0.0029265205,0.000047789777,0.00048015823,0.00005448362,0.000009088743],"category_scores_gemma":[0.0024119613,0.00009222804,0.00007475858,0.0005298037,0.0005022216,0.00012660043,0.00009104754,0.0002635154,0.0000023522368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012605524,0.0007498487,0.01017468,0.0024987976,0.00028511588,0.0000014499346,0.6908549,0.00016650041,0.00033816075,0.20469315,0.019021396,0.069955416],"study_design_scores_gemma":[0.004796266,0.0049441713,0.024791282,0.0008935262,0.00009217565,0.000091596754,0.104258254,0.00816492,0.0002123393,0.0059122615,0.84523517,0.00060802075],"about_ca_topic_score_codex":0.0046899333,"about_ca_topic_score_gemma":0.007839255,"teacher_disagreement_score":0.8262138,"about_ca_system_score_codex":0.00028321083,"about_ca_system_score_gemma":0.0031940998,"threshold_uncertainty_score":0.99837154},"labels":[],"label_agreement":null},{"id":"W2086969327","doi":"10.1177/1077800410364354","title":"Identities (Academic + Private) = Subjectivities <sup>(desire)</sup> : Re:collecting Art∙I/f/acts","year":2010,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Autoethnography; Bricolage; Sociology; Ethnography; Embodied cognition; Media studies; Situated; Qualitative research; Gender studies; Aesthetics; Visual arts; Epistemology; Social science; Anthropology; Art; Computer science","score_opus":0.7208161986063892,"score_gpt":0.6740071116334054,"score_spread":0.046809086972983804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086969327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382038,0.00014008988,0.0018374444,0.00087688805,0.0009812075,0.0005732131,0.000014372352,0.0003071124,0.05706586],"genre_scores_gemma":[0.97727776,0.00006959803,0.0034805844,0.00034290773,0.001400254,0.0002100504,0.0000057361067,0.000053651722,0.017159466],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9866435,0.00918858,0.0006645465,0.00061320775,0.001564928,0.0013252362],"domain_scores_gemma":[0.98811823,0.010256376,0.00029376984,0.00040895247,0.00041384352,0.00050884543],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.022543276,0.00030933556,0.00048507884,0.00042160525,0.001601708,0.00029555665,0.00074990315,0.00039616998,0.0012052527],"category_scores_gemma":[0.037205115,0.0003195088,0.00017262933,0.0011284146,0.0038350932,0.0014788916,0.00022317073,0.0016570942,0.00057065644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006135259,0.00006605377,0.0020277165,0.000049244554,0.000058661422,0.000015862668,0.7145358,0.000010107233,0.004786012,0.2713982,0.0058455025,0.0011455199],"study_design_scores_gemma":[0.0005249962,0.00020844265,0.0023753156,0.00011968451,0.000031354404,0.0000025894665,0.73931724,0.00018417121,0.010787152,0.17851318,0.06724753,0.0006883435],"about_ca_topic_score_codex":0.00035662527,"about_ca_topic_score_gemma":0.0005090869,"teacher_disagreement_score":0.092885,"about_ca_system_score_codex":0.00029216477,"about_ca_system_score_gemma":0.0008619025,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W2087846179","doi":"10.3148/71.2.2010.93","title":"<i>Photovoice and Its Potential Use</i> In Nutrition and Dietetic Research","year":2010,"lang":"en","type":"review","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Photovoice; Participatory action research; Participatory evaluation; Nursing; Variety (cybernetics); Qualitative research; Health literacy; Photo elicitation; Community health; Medicine; Health care; Health promotion; Medical education; Sociology; Public health; Political science; Social science","score_opus":0.7948572203442624,"score_gpt":0.6935508068605862,"score_spread":0.1013064134836762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087846179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053939344,0.9892702,0.0000013952601,0.0026423533,0.00021926952,0.0012537432,0.000024447389,0.000003426303,0.0011912077],"genre_scores_gemma":[0.0071533923,0.9911537,0.000487506,0.000030611594,0.00055974646,0.00007029853,0.0000017638353,0.000042485946,0.00050049525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9764374,0.01823884,0.0007977458,0.000513113,0.002281901,0.0017309898],"domain_scores_gemma":[0.9777448,0.016079716,0.00030520422,0.00027944727,0.0025275503,0.0030632531],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058870576,0.0002551466,0.0010193291,0.0026367402,0.0016138466,0.0013610618,0.00062636577,0.00074321305,0.00005699533],"category_scores_gemma":[0.0845218,0.0002250064,0.000107986365,0.001732387,0.002708844,0.0013768183,0.00020907927,0.007232076,0.00001648578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015603034,0.00038169822,0.00020917506,0.013095936,0.00022376694,0.0046484154,0.008066853,1.106814e-7,0.00012318495,0.0033883024,0.0026506372,0.9670559],"study_design_scores_gemma":[0.0003705335,0.0004188792,0.00008532503,0.008339219,0.00014527804,0.00023559312,0.004079241,0.0000093237995,0.000004943516,0.00062866043,0.98547095,0.00021202631],"about_ca_topic_score_codex":0.022281533,"about_ca_topic_score_gemma":0.059492316,"teacher_disagreement_score":0.98282033,"about_ca_system_score_codex":0.0005078481,"about_ca_system_score_gemma":0.011565135,"threshold_uncertainty_score":0.99968594},"labels":[],"label_agreement":null},{"id":"W2093058588","doi":"10.1080/09650790400200255","title":"Ecology and ethics in participatory collaborative action research: an argument for the authentic participation of students in eduational research","year":2004,"lang":"en","type":"article","venue":"Educational Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interdependence; Participatory action research; Action research; Negotiation; Argument (complex analysis); Sociology; Citizen journalism; Action (physics); Engineering ethics; Research ethics; Pedagogy; Political science; Social science; Engineering","score_opus":0.9479454958650873,"score_gpt":0.8148320391477105,"score_spread":0.13311345671737673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093058588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685165,0.00015020386,0.00008980863,0.028048106,0.00032871368,0.0024582928,0.000012489466,0.00000934122,0.00038654412],"genre_scores_gemma":[0.99356276,0.00040219093,0.00046609735,0.000041056122,0.00038221147,0.004488627,0.00001629002,0.000017498767,0.0006232421],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9698657,0.022202762,0.00063742185,0.0006059207,0.0053568613,0.0013313657],"domain_scores_gemma":[0.96830183,0.026450565,0.00010818034,0.00031580226,0.0044721924,0.0003514195],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.114775464,0.00011192075,0.00020511486,0.0015436831,0.0021415667,0.00021866334,0.0005778819,0.0002732975,0.00023074866],"category_scores_gemma":[0.041119184,0.00010377975,0.000032931974,0.0035612779,0.002916167,0.0006761414,0.00017639884,0.0020846871,0.00003405842],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011346834,0.006099027,0.24022041,0.00018627684,0.000072649505,0.000002801613,0.24312466,0.0021993872,0.006645799,0.49339858,0.0008822419,0.0060334536],"study_design_scores_gemma":[0.0009880329,0.0005426106,0.76223594,0.00007939762,0.0000053582835,3.188816e-7,0.09240659,0.0005862894,0.0021421849,0.13742104,0.0034858044,0.000106423904],"about_ca_topic_score_codex":0.005840752,"about_ca_topic_score_gemma":0.06550648,"teacher_disagreement_score":0.5220155,"about_ca_system_score_codex":0.0026440513,"about_ca_system_score_gemma":0.009473563,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W2093840268","doi":"10.1002/meet.2009.1450460332","title":"Digital inclusion for children in the social context of HIV/AIDS awareness","year":2009,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photovoice; Inclusion (mineral); Metadata; Context (archaeology); Indigenous; World Wide Web; Protocol (science); Participatory action research; Public relations; Sociology; Internet privacy; Multimedia; Computer science; Political science; Social science; Geography; Visual arts; Medicine","score_opus":0.10836273716150868,"score_gpt":0.49324461629420124,"score_spread":0.38488187913269256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093840268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98833305,0.000008967844,0.0003303656,0.009713322,0.000012805421,0.00067251973,0.000023858676,0.000020221429,0.000884921],"genre_scores_gemma":[0.9978963,0.00001631088,0.0014350854,0.0005745331,0.00001585907,0.000051117193,8.1266376e-7,0.0000014796613,0.000008476004],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99875104,0.0000073947704,0.00024702976,0.00009750343,0.0005902449,0.00030678423],"domain_scores_gemma":[0.9985043,0.0001435697,0.00039323888,0.000057546087,0.00087422295,0.000027148373],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004441129,0.0000587466,0.0001644363,0.00015768528,0.0012750053,0.000077374185,0.0009448985,0.000052406944,2.2735063e-7],"category_scores_gemma":[0.0031081748,0.00003827371,0.00008878585,0.0026633572,0.004833044,0.0014045391,0.0002501587,0.00009221718,1.3920592e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052595493,0.00006429226,0.031611376,0.000030190551,0.0000109424545,2.7586928e-9,0.093284644,4.751174e-7,0.006938738,0.38164604,0.0013503099,0.4850104],"study_design_scores_gemma":[0.0016953299,0.0014982187,0.076521985,0.00006670426,0.000040756797,0.0000026664347,0.75725687,0.0015401989,0.03802343,0.084178634,0.03880415,0.00037106517],"about_ca_topic_score_codex":0.000030243802,"about_ca_topic_score_gemma":0.0000022449299,"teacher_disagreement_score":0.6639722,"about_ca_system_score_codex":0.000081750455,"about_ca_system_score_gemma":0.00033262488,"threshold_uncertainty_score":0.9978752},"labels":[],"label_agreement":null},{"id":"W2094412923","doi":"10.1007/s11205-007-9130-6","title":"Quality of life research: New challenges and new opportunities","year":2007,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"General partnership; Context (archaeology); Quality (philosophy); Human geography; Quality of Life Research; Public relations; Quality of life (healthcare); Sociology; Action research; Process (computing); Community-based participatory research; Social research; Participatory action research; Political science; Public health; Social science; Medicine; Geography; Computer science; Nursing; Pedagogy","score_opus":0.9807785895310923,"score_gpt":0.7712456566749841,"score_spread":0.2095329328561082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094412923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7325899,0.009175079,0.00013347763,0.018565226,0.00015412457,0.0008393421,0.000010204502,0.00009416834,0.2384385],"genre_scores_gemma":[0.98213696,0.006581637,0.00052408123,0.000053754662,0.0016821069,0.000020458654,0.0000018293156,0.00003481176,0.008964368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97545666,0.014154527,0.00075517653,0.00057726185,0.0066388594,0.0024174952],"domain_scores_gemma":[0.98655206,0.009085853,0.00017648759,0.00038759797,0.00091183523,0.0028861754],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.13217963,0.00015627324,0.00048563202,0.0017149879,0.0021252944,0.00013839176,0.0010151938,0.0004618279,0.0004904782],"category_scores_gemma":[0.03527546,0.00016223521,0.00011011349,0.0022088848,0.0069730985,0.00034978936,0.00060620974,0.0015991856,0.000053940297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020550912,0.00012186848,0.004399306,0.00007543639,0.000051185158,0.00001079516,0.11416175,1.763726e-8,0.00052490074,0.49579903,0.012389554,0.37226063],"study_design_scores_gemma":[0.00080235244,0.00032999244,0.16202065,0.00004906245,0.0000055592204,2.2164122e-7,0.28579676,9.282998e-7,0.0013898321,0.10802118,0.4412576,0.00032584977],"about_ca_topic_score_codex":0.019234808,"about_ca_topic_score_gemma":0.008537886,"teacher_disagreement_score":0.42886806,"about_ca_system_score_codex":0.0004079542,"about_ca_system_score_gemma":0.0090947775,"threshold_uncertainty_score":0.9991738},"labels":[],"label_agreement":null},{"id":"W2095750190","doi":"","title":"Sport, Health, and Rural Community: Curling and Rural Women: A National Photovoice Study","year":2014,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Manitoba; Western University","funders":"","keywords":"Photovoice; Health promotion; Rural area; Gerontology; Curling; Community health; Rural health; Sustainability; Psychology; Environmental health; Sociology; Medicine; Economic growth; Public health; Nursing","score_opus":0.35156198355537605,"score_gpt":0.5475080692226807,"score_spread":0.19594608566730465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095750190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979506,0.0004045922,0.00007244526,0.0008320928,0.000091565365,0.00021807884,0.0000011950348,0.000014084096,0.0004153157],"genre_scores_gemma":[0.99776256,0.0004020018,0.0010879003,0.00052576396,0.00007108106,0.000013352496,0.0000016624377,0.000008124621,0.00012753489],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9921493,0.0059245396,0.00056343793,0.00004818866,0.00086829904,0.00044624304],"domain_scores_gemma":[0.9972789,0.0012265855,0.00033735333,0.00012901072,0.00033952872,0.0006885954],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.023845473,0.00015378166,0.00041598387,0.00017702604,0.0038259453,0.0002475762,0.00036120822,0.000055943085,0.000014509283],"category_scores_gemma":[0.0012027752,0.00012954237,0.000028544078,0.00020563895,0.00041505517,0.0005266492,0.00035975146,0.001459294,0.0000011022757],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026083022,0.00091608433,0.11898579,0.00009347216,0.00015108552,0.0000036689157,0.73357505,0.0000023428654,0.00018169716,0.001004296,0.00010736344,0.14471832],"study_design_scores_gemma":[0.0011704805,0.0010936334,0.28224185,0.00021521382,0.000008166872,0.000035354522,0.7001901,0.000027509635,0.00003135628,0.0026059852,0.012187582,0.00019271298],"about_ca_topic_score_codex":0.002928805,"about_ca_topic_score_gemma":0.0019126108,"teacher_disagreement_score":0.16325606,"about_ca_system_score_codex":0.00034088106,"about_ca_system_score_gemma":0.0007607252,"threshold_uncertainty_score":0.9974709},"labels":[],"label_agreement":null},{"id":"W2096057389","doi":"10.7202/1015980ar","title":"La participation photographique des Inuit dans le développement touristique du parc national Tursujuq (Nunavik)","year":2013,"lang":"fr","type":"article","venue":"Études/Inuit/Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.5112388571225069,"score_gpt":0.5805412354808044,"score_spread":0.06930237835829745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096057389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845879,0.0045429445,0.000043410073,0.0064907772,0.0007635767,0.0013896428,0.000085128675,0.00018355016,0.0019130469],"genre_scores_gemma":[0.98058516,0.006992886,0.005595647,0.00061150035,0.00080480817,0.0024015869,0.0000072189364,0.00007165128,0.002929566],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98876625,0.0055315876,0.00106759,0.0009094937,0.002067496,0.0016575791],"domain_scores_gemma":[0.99311703,0.0030154497,0.00042226244,0.0004030104,0.002316118,0.0007261341],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008383648,0.0006376479,0.0008597398,0.00032396006,0.0015747711,0.00030918542,0.00076394173,0.00042669135,0.00081690156],"category_scores_gemma":[0.007822214,0.00062707183,0.00033525832,0.0015848455,0.006189575,0.0011771208,0.0005421827,0.0006999821,0.0004108128],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000043630334,0.00082608906,0.0111559285,0.00035499007,0.0011148783,0.000049473565,0.8333309,0.00016648685,0.0028820245,0.13838446,0.0042327624,0.0074583655],"study_design_scores_gemma":[0.0015609179,0.0007166427,0.115407795,0.0012961953,0.00036392562,0.00001525684,0.5608471,0.0015176269,0.0056373323,0.30567697,0.00520551,0.0017547483],"about_ca_topic_score_codex":0.03001421,"about_ca_topic_score_gemma":0.57928896,"teacher_disagreement_score":0.54927474,"about_ca_system_score_codex":0.009610422,"about_ca_system_score_gemma":0.007043478,"threshold_uncertainty_score":0.99972504},"labels":[],"label_agreement":null},{"id":"W2097278763","doi":"10.36510/learnland.v4i2.399","title":"Image-Based Educational Research: Childlike Perspectives","year":2011,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Active listening; Perspective (graphical); Agency (philosophy); Psychology; Social psychology; Developmental psychology; Sociology; Communication; Computer science; Social science","score_opus":0.5844496836459955,"score_gpt":0.5990988248747801,"score_spread":0.014649141228784579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097278763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55755705,0.00040021853,0.00042105827,0.0032613652,0.000127061,0.00024218908,0.0000017635335,0.00013270724,0.43785658],"genre_scores_gemma":[0.98451805,0.00003626085,0.009850339,0.000038480637,0.00042132556,0.000064452805,0.0000029416944,0.000018562348,0.005049562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943008,0.0037127233,0.00013018583,0.00030707574,0.00086784357,0.0006813632],"domain_scores_gemma":[0.99724436,0.0018373454,0.000048393835,0.00016635096,0.00042001225,0.00028353074],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0064669405,0.00008950419,0.00012231806,0.00025851178,0.0013567677,0.00011983633,0.00037462328,0.00008100653,0.0076844967],"category_scores_gemma":[0.012840535,0.000083916944,0.00006512174,0.0005888763,0.0006625638,0.00023057687,0.000061276245,0.0006407597,0.000682371],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024036123,0.0009445476,0.41290614,0.000041101503,0.000075666925,0.000018528257,0.40513748,0.00003853836,0.0024542639,0.16363844,0.0075220005,0.0069829444],"study_design_scores_gemma":[0.00091312994,0.00053875364,0.50003237,0.00011011713,0.000022665452,0.0000015596245,0.12910444,0.0016918805,0.0014957534,0.012071129,0.3533988,0.0006194142],"about_ca_topic_score_codex":0.0012607513,"about_ca_topic_score_gemma":0.00046467083,"teacher_disagreement_score":0.43280703,"about_ca_system_score_codex":0.00012080562,"about_ca_system_score_gemma":0.0008007065,"threshold_uncertainty_score":0.9999433},"labels":[],"label_agreement":null},{"id":"W2098223919","doi":"10.2182/cjot.2012.79.3.8","title":"A Scoping Review of the Photovoice Method: Implications for Occupational Therapy Research","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Occupational Therapy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":183,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Occupational therapy; Participatory action research; Photo elicitation; Stigma (botany); Community-based participatory research; Citizen journalism; Psychology; Medicine; Medical education; Gerontology; Nursing; Sociology; Psychiatry; Political science","score_opus":0.9690769827882747,"score_gpt":0.8002984874012775,"score_spread":0.16877849538699718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098223919","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001483478,0.9924142,0.0012702172,0.0007730762,0.0005276033,0.004060102,0.00039546262,0.0000044356066,0.0005400757],"genre_scores_gemma":[0.000033544213,0.99206597,0.0055189114,0.00043505037,0.0010899113,0.00062808854,0.00002725009,0.00004873217,0.00015252674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873134,0.008642436,0.0014861287,0.00027306867,0.0014106143,0.00087438663],"domain_scores_gemma":[0.984409,0.008468969,0.0015506812,0.00053368206,0.0040772175,0.0009604607],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03141887,0.00027961787,0.0012735709,0.0007671429,0.0013248806,0.0000989014,0.0018303919,0.00029750122,0.0008441803],"category_scores_gemma":[0.007907232,0.00019411145,0.0010405534,0.0019430455,0.0008162108,0.00032266442,0.000030786505,0.0008122986,0.000008892395],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006913619,0.000079377656,0.0007783601,0.012288265,0.00031189172,8.175383e-7,0.00089285773,0.0000012174296,0.0000062904196,0.014486099,0.005067041,0.9660186],"study_design_scores_gemma":[0.00021354477,0.00007950117,0.0009720533,0.07070965,0.00007752671,0.000010134054,0.000037390768,4.5773209e-7,0.000008266648,0.0010773448,0.9266435,0.00017064651],"about_ca_topic_score_codex":0.002893984,"about_ca_topic_score_gemma":0.0059829233,"teacher_disagreement_score":0.965848,"about_ca_system_score_codex":0.00094692316,"about_ca_system_score_gemma":0.059526358,"threshold_uncertainty_score":0.99997526},"labels":[],"label_agreement":null},{"id":"W2098490070","doi":"10.1177/160940690400300102","title":"Exploring Risky Youth Experiences: Popular Theatre as a Participatory, Performative Research Method","year":2004,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Performative utterance; Cognitive reframing; Drama; Citizen journalism; Sociology; Ethnography; Pedagogy; Participatory action research; Theatre studies; Media studies; Visual arts; Aesthetics; Art; Psychology; Political science; Social psychology; Anthropology","score_opus":0.9852847675013732,"score_gpt":0.8263575881299478,"score_spread":0.15892717937142542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098490070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62211454,0.00039944155,0.36412618,0.0026015749,0.0016566697,0.00030142185,0.000012867394,0.00003388391,0.008753404],"genre_scores_gemma":[0.63256556,0.00019065109,0.36621955,0.00012325519,0.0006552406,0.00012587786,0.0000011394516,0.000023485592,0.00009525417],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.912987,0.07960242,0.0013343715,0.00038735892,0.0047000833,0.0009887904],"domain_scores_gemma":[0.98531395,0.0090042,0.0006901587,0.00025582,0.0040203775,0.00071551854],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16971475,0.00024058313,0.0005616745,0.001006949,0.0009193668,0.0003054398,0.0016534165,0.00012146766,0.00035518236],"category_scores_gemma":[0.041399706,0.00020200541,0.00034685316,0.0010438849,0.0015164599,0.0023142814,0.0002384268,0.0014824424,0.000065767344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003255428,0.00019918532,0.000074158306,0.000007165121,0.0002483728,0.000069499096,0.9076806,0.00014365179,0.0010979908,0.051748343,0.00002138284,0.03838416],"study_design_scores_gemma":[0.0008086722,0.000532489,0.00008122241,0.0001968042,0.000029692535,0.000013210596,0.88607246,0.000045395518,0.02180957,0.08183365,0.008373254,0.00020359123],"about_ca_topic_score_codex":0.0023502472,"about_ca_topic_score_gemma":0.000071198454,"teacher_disagreement_score":0.12831505,"about_ca_system_score_codex":0.0013857139,"about_ca_system_score_gemma":0.001790556,"threshold_uncertainty_score":0.966675},"labels":[],"label_agreement":null},{"id":"W2099942497","doi":"10.1111/ijn.12304","title":"Engaging nurses to strengthen medication safety: Fostering and capturing change with restorative photographic research methods","year":2014,"lang":"en","type":"article","venue":"International Journal of Nursing Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Workflow; Focus group; Patient safety; Nursing; Participatory action research; Work (physics); Unit (ring theory); Data collection; Citizen journalism; Intensive care unit; Medicine; Medical education; Psychology; Health care; Computer science; Sociology; Engineering","score_opus":0.8052940550279528,"score_gpt":0.7338281144397278,"score_spread":0.07146594058822497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099942497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54497015,0.0012500503,0.2615636,0.13383281,0.0046548946,0.0010770502,0.0000060888137,0.00008108698,0.052564252],"genre_scores_gemma":[0.91227037,0.00018778842,0.08623306,0.0002575568,0.0009786701,0.00001509329,4.265785e-7,0.000015695827,0.00004132535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98932683,0.007879918,0.0003390506,0.00019659009,0.0019159578,0.00034165318],"domain_scores_gemma":[0.9891598,0.008007088,0.0003701025,0.000120022705,0.0019887323,0.00035423212],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.028697258,0.00009409945,0.00017355899,0.0007131982,0.00048563944,0.00028632578,0.00048303718,0.000058356512,0.000018628542],"category_scores_gemma":[0.03043694,0.000082578874,0.00003235227,0.00044307712,0.00048779097,0.0015205829,0.00008340939,0.0006947894,0.0000028941233],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097597914,0.00014961217,0.0005822939,0.0000055922083,0.00012053249,0.00003136889,0.16843484,0.0000442072,0.0025037732,0.006125273,0.00009943795,0.8209271],"study_design_scores_gemma":[0.0025977546,0.0023901064,0.026820388,0.005282576,0.0002499178,0.00048550952,0.3027309,0.0031398989,0.006222301,0.01379094,0.6356066,0.0006831247],"about_ca_topic_score_codex":0.00068193115,"about_ca_topic_score_gemma":0.00014671255,"teacher_disagreement_score":0.82024395,"about_ca_system_score_codex":0.000467598,"about_ca_system_score_gemma":0.0002601351,"threshold_uncertainty_score":0.9945954},"labels":[],"label_agreement":null},{"id":"W2100145943","doi":"10.1177/2158244014530997","title":"Turning the Camera Back","year":2014,"lang":"en","type":"article","venue":"SAGE Open","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; University of Alberta","funders":"","keywords":"Photovoice; Participatory action research; Citizen journalism; Sociology; Photo elicitation; Visual research; Exploratory research; Qualitative research; Action (physics); Public relations; Engineering ethics; Psychology; Political science; Social science; Anthropology; Engineering; Economic growth; Visual arts","score_opus":0.6136831716835155,"score_gpt":0.6578673549696759,"score_spread":0.04418418328616036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100145943","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07948205,0.00007134319,0.0025107595,0.0043321084,0.00019627264,0.000527041,0.0000011307167,0.000024797078,0.9128545],"genre_scores_gemma":[0.9642579,0.000018553672,0.0022543608,0.0010021944,0.000278003,0.00004316193,4.1774163e-7,0.000009653698,0.032135755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965025,0.0025768087,0.000089845096,0.0001381563,0.0003389608,0.00035368226],"domain_scores_gemma":[0.99861264,0.0009295776,0.00003601615,0.00024241906,0.00003572488,0.00014360323],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009218411,0.000048256006,0.000091472524,0.000014744556,0.0006892599,0.0003961706,0.001099494,0.000033588687,0.002752887],"category_scores_gemma":[0.003833746,0.000032450083,0.000026864604,0.00021448387,0.00029735127,0.00024596066,0.00032675796,0.0001559799,0.0011906028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049575734,0.000084401596,0.022235982,0.00001266348,0.00004663306,0.000008495697,0.069313444,0.00003224319,0.0053724963,0.13016309,0.030920668,0.7417603],"study_design_scores_gemma":[0.00012538629,0.000025870053,0.007684013,0.000015109997,0.0000033414651,1.1661279e-7,0.0021391055,0.00018785897,0.00045105995,0.004158892,0.985137,0.00007226544],"about_ca_topic_score_codex":0.0030879008,"about_ca_topic_score_gemma":0.0019819515,"teacher_disagreement_score":0.9542163,"about_ca_system_score_codex":0.00004255683,"about_ca_system_score_gemma":0.0001543169,"threshold_uncertainty_score":0.99958706},"labels":[],"label_agreement":null},{"id":"W2100840485","doi":"10.3138/jcs.43.1.87","title":"Representation in Participatory Video: Some Considerations from Research with Métis in British Columbia","year":2009,"lang":"en","type":"article","venue":"Journal of Canadian Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Sociology; Participatory GIS; Participatory action research; Representation (politics); Product (mathematics); Public relations; Media studies; Politics; Political science; Anthropology; Law","score_opus":0.7870889966420549,"score_gpt":0.6520182034377497,"score_spread":0.13507079320430515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100840485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98840636,0.0027133636,0.000003633409,0.0072000157,0.00010279511,0.0002216828,0.000009018733,0.0000042369265,0.001338915],"genre_scores_gemma":[0.99738795,0.0009721983,0.0008624295,0.00033018755,0.00019524689,0.000018204079,3.11045e-7,0.0000059384897,0.00022750904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995089,0.0026565858,0.000476868,0.00016429603,0.00090845115,0.0007047969],"domain_scores_gemma":[0.9967752,0.0017657182,0.000115845374,0.000110858804,0.00074175873,0.00049057987],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008187912,0.000054059416,0.0003302251,0.00077349285,0.0005565222,0.00032754982,0.0001489002,0.000064226566,0.000120639816],"category_scores_gemma":[0.0121003175,0.000073252086,0.00003523348,0.0014677733,0.0006014726,0.0006305754,0.000016780106,0.0004868141,0.0000035197788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047455876,0.0001570995,0.8673754,0.0000076113593,0.00012350686,0.004309224,0.07052175,0.00021376948,0.00016106281,0.002488471,0.040907323,0.013687345],"study_design_scores_gemma":[0.00060952595,0.00021180099,0.9133529,0.0002372401,0.000010443698,0.0000061562027,0.0455194,0.000012985791,0.00003639464,0.030941907,0.008960202,0.00010105757],"about_ca_topic_score_codex":0.89914775,"about_ca_topic_score_gemma":0.99945825,"teacher_disagreement_score":0.1003105,"about_ca_system_score_codex":0.0014479985,"about_ca_system_score_gemma":0.0044567613,"threshold_uncertainty_score":0.9962212},"labels":[],"label_agreement":null},{"id":"W2101165692","doi":"10.1093/heapro/dau011","title":"Canadian adolescents' perspectives of cancer risk: a qualitative study: Table 1:","year":2014,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Thematic analysis; Focus group; Cancer; Cancer prevention; Qualitative research; Psychology; Medicine; Developmental psychology; Gerontology","score_opus":0.43491738948361575,"score_gpt":0.6869324498874227,"score_spread":0.252015060403807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101165692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97802675,0.00010196245,0.0036600684,0.008544465,0.0006649456,0.0008907074,0.0001088603,0.000037913956,0.0079643205],"genre_scores_gemma":[0.9981391,0.00007073275,0.00043605102,0.00007631072,0.00022890602,0.00012577102,0.000003018901,0.000007642857,0.0009125007],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99365276,0.0047454815,0.000274495,0.00021596134,0.00074216747,0.00036913005],"domain_scores_gemma":[0.99849033,0.000176147,0.00023442692,0.000099634715,0.00061514537,0.00038429632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008412504,0.00006641276,0.00014589922,0.00021855948,0.00044272427,0.00003099547,0.0002454916,0.000038954826,0.0009568885],"category_scores_gemma":[0.0030289064,0.0000684326,0.000031282445,0.00027743567,0.00016757385,0.00017723656,0.000025480464,0.0001825033,0.000025269848],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024030618,0.000654184,0.24941601,0.000028070428,0.000050780982,4.1198933e-7,0.70778394,0.00001963075,0.000010845331,0.031428814,0.0006909545,0.009892355],"study_design_scores_gemma":[0.0012078938,0.00090425764,0.30586368,0.00026793926,0.000013398894,1.6421853e-7,0.6521322,0.0016302853,0.000051970204,0.0062813233,0.031415306,0.00023158394],"about_ca_topic_score_codex":0.7631663,"about_ca_topic_score_gemma":0.75711757,"teacher_disagreement_score":0.056447692,"about_ca_system_score_codex":0.0014581132,"about_ca_system_score_gemma":0.0022413426,"threshold_uncertainty_score":0.99995637},"labels":[],"label_agreement":null},{"id":"W2101249691","doi":"10.1177/1077800407309409","title":"Social Ethics of Landscape Change","year":2008,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sociology; Citizen journalism; Narrative; Situated; Public engagement; Stakeholder; Community engagement; Public participation; Stakeholder engagement; Process (computing); Social change; Environmental ethics; Engineering ethics; Public relations; Political science; Computer science; Engineering","score_opus":0.9629185157670933,"score_gpt":0.7749260128843102,"score_spread":0.18799250288278313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101249691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97747564,0.0002442518,0.0012783586,0.004012825,0.00025352562,0.00025713767,0.000013603799,0.0000611678,0.016403493],"genre_scores_gemma":[0.9968387,0.000092913346,0.0013065408,0.00032924977,0.00074837153,0.00006178745,0.0000025193203,0.000010912837,0.00060902216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9886272,0.00956888,0.0002477759,0.00017312483,0.0009864097,0.0003966135],"domain_scores_gemma":[0.99542826,0.0038093987,0.00012619344,0.00010376393,0.00039286638,0.00013952695],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011419654,0.00008326031,0.00022696152,0.00010317008,0.0007244543,0.000009120667,0.00023724453,0.00018204175,0.00027163583],"category_scores_gemma":[0.008569208,0.00008203504,0.00008329956,0.00048779912,0.0029613678,0.0002444094,0.000055856824,0.00037119543,0.00007419386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002585084,0.00005700798,0.0014345143,0.000019374142,0.000015798962,0.0000053888907,0.8872778,7.1779596e-8,0.00020660617,0.10789162,0.0022389183,0.0008270479],"study_design_scores_gemma":[0.00065533875,0.00031150077,0.042955447,0.00004677012,0.000016405702,7.4926606e-7,0.8572691,0.000019698438,0.0016860429,0.029498016,0.06716458,0.00037635677],"about_ca_topic_score_codex":0.0008748394,"about_ca_topic_score_gemma":0.00018999964,"teacher_disagreement_score":0.0783936,"about_ca_system_score_codex":0.000059450645,"about_ca_system_score_gemma":0.00046415668,"threshold_uncertainty_score":0.999782},"labels":[],"label_agreement":null},{"id":"W2101433408","doi":"10.17169/fqs-13.1.1711","title":"The Production and Dissemination of Knowledge: A Scoping Review of Arts-Based Health Research","year":2011,"lang":"en","type":"review","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":265,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"The arts; Scope (computer science); Qualitative research; Witness; Set (abstract data type); Sociology; Psychology; Data science; Engineering ethics; Computer science; Social science; Political science; Engineering","score_opus":0.9179899904213766,"score_gpt":0.7949284278611407,"score_spread":0.12306156256023593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101433408","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017129749,0.98410213,0.00019723676,0.0024751504,0.00015021715,0.0058755954,0.00009931437,0.000027314485,0.007055915],"genre_scores_gemma":[0.00027497677,0.99594796,0.0003438838,0.000009037011,0.00018793556,0.0002466062,0.000029457044,0.000050678227,0.0029094648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9068862,0.08495049,0.0014554227,0.00088037783,0.0038979892,0.001929509],"domain_scores_gemma":[0.94016045,0.050542668,0.0011655418,0.0006042663,0.006974,0.00055308087],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14957064,0.00033654098,0.0018801831,0.0012222641,0.004945509,0.00008133723,0.001330422,0.0003986847,0.000093536815],"category_scores_gemma":[0.12256401,0.00027935996,0.00047777384,0.005209304,0.01000549,0.00068967516,0.0006017168,0.0020068805,0.000027519995],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006951396,0.00020824434,0.0000014134205,0.14064887,0.00014491724,0.0000018456046,0.10308494,2.008386e-8,0.0000018554182,0.18131982,0.006008715,0.5685099],"study_design_scores_gemma":[0.00008016117,0.0005195449,0.0000025097768,0.43542033,0.00008139279,2.2409817e-7,0.10069961,0.0000020164266,0.000011847207,0.0024062896,0.46054834,0.00022773237],"about_ca_topic_score_codex":0.0013224239,"about_ca_topic_score_gemma":0.0030437463,"teacher_disagreement_score":0.5682821,"about_ca_system_score_codex":0.0018858343,"about_ca_system_score_gemma":0.016401071,"threshold_uncertainty_score":0.99996585},"labels":[],"label_agreement":null},{"id":"W2104350795","doi":"10.1177/1049732310370213","title":"Youth’s Perspectives on the Determinants of Health","year":2010,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Health Canada","keywords":"Photovoice; Ethnography; Context (archaeology); Public health; Ethnic group; Sociology; Sociocultural evolution; Psychology; Gender studies; Gerontology; Medicine; Nursing; Geography; Anthropology; Economic growth","score_opus":0.9647066512540025,"score_gpt":0.8367717452774026,"score_spread":0.12793490597659984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104350795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9410262,0.00049809244,0.000105866384,0.04559027,0.000185911,0.0014538117,0.00005784016,0.000035177025,0.011046815],"genre_scores_gemma":[0.99707925,0.0003010803,0.001001197,0.0004017296,0.00014881224,0.00012801302,0.0000010166802,0.000019297251,0.00091960997],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91653216,0.077086456,0.0007029876,0.00048467805,0.0033790322,0.0018146632],"domain_scores_gemma":[0.9777107,0.019550838,0.0002817825,0.0005594737,0.0012283346,0.00066883845],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.19937341,0.00012057161,0.00040583822,0.00035024362,0.0026927064,0.00006753194,0.0007876918,0.000094530405,0.00036399285],"category_scores_gemma":[0.05567782,0.00008446868,0.0000819505,0.0013544016,0.004246552,0.00013745656,0.00012356891,0.001704791,0.00013693512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004672187,0.00016922619,0.0007492383,0.00004644675,0.000006477188,5.4969166e-7,0.7149997,7.800259e-8,0.000058914095,0.26600915,0.0010650933,0.016848436],"study_design_scores_gemma":[0.00015977373,0.0009694402,0.0040996918,0.00008118075,5.5657404e-7,9.357244e-8,0.97413194,0.00002546578,0.00028478066,0.011270138,0.008898421,0.000078528385],"about_ca_topic_score_codex":0.017242221,"about_ca_topic_score_gemma":0.0077467863,"teacher_disagreement_score":0.25913227,"about_ca_system_score_codex":0.00046026325,"about_ca_system_score_gemma":0.005955062,"threshold_uncertainty_score":0.9996802},"labels":[],"label_agreement":null},{"id":"W2106787271","doi":"10.1002/meet.2011.14504801209","title":"Photovoice: A participatory method for information science","year":2011,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Photovoice; Photo elicitation; Pace; Participatory action research; Information literacy; Community-based participatory research; Citizen journalism; Field (mathematics); Process (computing); Medical education; Sociology; Knowledge management; Psychology; Public relations; Data science; Pedagogy; Computer science; World Wide Web; Political science; Medicine; Geography","score_opus":0.3095050669689661,"score_gpt":0.5445455812141189,"score_spread":0.23504051424515277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106787271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691937,0.000014237546,0.013404456,0.0023458318,0.00017706004,0.0021120002,0.000027844007,0.000194578,0.012530283],"genre_scores_gemma":[0.87031054,0.000037912356,0.12840359,0.0007429393,0.00001610991,0.00046970515,2.7245417e-7,0.0000037163081,0.000015213916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976572,0.0000106937305,0.00039541416,0.00017573223,0.001014985,0.000745979],"domain_scores_gemma":[0.9948026,0.00016648721,0.00071656046,0.00014451222,0.004001337,0.00016852272],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0154779125,0.00010087052,0.0002047357,0.00050352,0.0019140311,0.00016951548,0.0012840418,0.000069502574,0.0000023808007],"category_scores_gemma":[0.011274295,0.00007889018,0.00010605837,0.006250626,0.014676385,0.0077612167,0.0003164548,0.00013562675,0.0000024906983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076967335,0.000041109724,0.0058886,0.00013035284,0.00002414891,4.279917e-9,0.084504165,6.336705e-7,0.045432743,0.6981921,0.0011534435,0.16455574],"study_design_scores_gemma":[0.00088638806,0.00079879694,0.007838875,0.00005145968,0.000075604796,0.0000032634853,0.27347383,0.0114667,0.4222488,0.030660583,0.25204563,0.00045002872],"about_ca_topic_score_codex":0.00018840349,"about_ca_topic_score_gemma":0.0000041533326,"teacher_disagreement_score":0.6675315,"about_ca_system_score_codex":0.00023532579,"about_ca_system_score_gemma":0.0013795941,"threshold_uncertainty_score":0.99938536},"labels":[],"label_agreement":null},{"id":"W2106872189","doi":"10.1111/j.1440-1800.2012.00594.x","title":"Unspoken phenomena: using the photovoice method to enrich phenomenological inquiry","year":2012,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Photovoice; Rigour; Phenomenology (philosophy); Epistemology; Interpretative phenomenological analysis; Lived experience; Hermeneutic phenomenology; Psychology; Nursing research; Sociology; Qualitative research; Engineering ethics; Social science; Medicine; Nursing; Psychotherapist; Philosophy; Engineering","score_opus":0.7431311086041745,"score_gpt":0.6595381108301231,"score_spread":0.08359299777405138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106872189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5699279,0.0017324892,0.3719245,0.0031747099,0.005764692,0.0013949001,0.0000052287664,0.00038702603,0.045688614],"genre_scores_gemma":[0.8826962,0.00002172476,0.10778886,0.0016272112,0.0070681614,0.000107163985,0.0000018093772,0.00005432416,0.0006345405],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99088866,0.00527443,0.00038080744,0.00045098452,0.0011159426,0.0018891991],"domain_scores_gemma":[0.99659956,0.001704691,0.00012490315,0.00053365645,0.00017375567,0.0008634671],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013115426,0.00024981983,0.00035453902,0.00020034579,0.0016049345,0.00017524877,0.0008728313,0.00022728166,0.00041040138],"category_scores_gemma":[0.0024684637,0.00019198978,0.00011009367,0.0014068967,0.0017246112,0.00056234305,0.00016974383,0.0005358151,0.0002233018],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015720699,0.0006995386,0.0032889268,0.00001845051,0.00007462352,0.0000067584524,0.80219847,0.00032222059,0.027532171,0.049576536,0.0035953857,0.11252972],"study_design_scores_gemma":[0.0008686572,0.00043888896,0.014563027,0.00026714077,0.00020812286,0.000017206958,0.38873124,0.0018542339,0.0060988385,0.009995374,0.57553655,0.0014207091],"about_ca_topic_score_codex":0.0003521429,"about_ca_topic_score_gemma":0.000014647725,"teacher_disagreement_score":0.5719412,"about_ca_system_score_codex":0.00112424,"about_ca_system_score_gemma":0.00033722125,"threshold_uncertainty_score":0.9996948},"labels":[],"label_agreement":null},{"id":"W2109061858","doi":"10.1177/1525822x0001200103","title":"Problematic Success: An Account of Top-Down Participatory Action Research with Women with Multiple Sclerosis","year":2000,"lang":"en","type":"article","venue":"Field Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Grassroots; Participatory action research; Action (physics); Citizen journalism; Action research; Population; Public relations; Sociology; Psychology; Social psychology; Political science; Pedagogy; Law","score_opus":0.8447867844894362,"score_gpt":0.6856862691085482,"score_spread":0.15910051538088799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109061858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982068,0.00004624358,0.007999385,0.00041019454,0.000047816247,0.0007560567,0.0000029632256,0.000077529294,0.008591815],"genre_scores_gemma":[0.87985784,0.00006460197,0.118323654,0.000086714914,0.00011418796,0.00062718464,7.945917e-7,0.00002378167,0.0009012578],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.98764724,0.009158964,0.0003582832,0.0004321544,0.0013251263,0.0010782428],"domain_scores_gemma":[0.99462837,0.0037488404,0.0001075156,0.0005826851,0.00044057026,0.0004920481],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02272875,0.00015835781,0.00038053593,0.00020304306,0.00058284646,0.000121826495,0.0004955331,0.00017806128,0.0035210543],"category_scores_gemma":[0.002710247,0.000119501114,0.00003641057,0.0011562599,0.0007246188,0.00069813646,0.000050235605,0.0005351095,0.00002133374],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003180118,0.0010536466,0.06862317,0.0004409988,0.00017331331,0.000015698753,0.11114853,0.00026955162,0.04671564,0.0016393187,0.00033750827,0.7664025],"study_design_scores_gemma":[0.004898776,0.014712323,0.27856123,0.0014426934,0.00018602618,0.000006523602,0.097295724,0.004042947,0.5215001,0.012583085,0.06301035,0.0017602198],"about_ca_topic_score_codex":0.0034515816,"about_ca_topic_score_gemma":0.0020056083,"teacher_disagreement_score":0.7646423,"about_ca_system_score_codex":0.00023973658,"about_ca_system_score_gemma":0.0007299031,"threshold_uncertainty_score":0.99738985},"labels":[],"label_agreement":null},{"id":"W2109164441","doi":"10.1002/casp.2227","title":"Participant Reflexivity in Community‐Based Participatory Research: Insights from Reflexive Interview, Dialogical Narrative Analysis, and Video Ethnography","year":2015,"lang":"en","type":"article","venue":"Journal of Community & Applied Social Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reflexivity; Dialogical self; Ethnography; Participant observation; Narrative; Sociology; Citizen journalism; Participatory action research; Narrative inquiry; Qualitative research; Psychology; Social psychology; Anthropology; Art; Political science","score_opus":0.9249695712636327,"score_gpt":0.7103647901530721,"score_spread":0.21460478111056058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109164441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874933,0.00041351496,0.0010812659,0.003388652,0.00020424253,0.00034651178,0.000011320381,0.000035244782,0.0070259604],"genre_scores_gemma":[0.9965461,0.00009941907,0.0010362931,0.0019257248,0.00027749236,0.000075596814,0.000010764453,0.000022533493,0.0000060942402],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8842368,0.11190781,0.0012321577,0.00022705992,0.0014347162,0.0009614678],"domain_scores_gemma":[0.9884693,0.008087941,0.0007082239,0.000709116,0.0010597676,0.00096567103],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.067534745,0.00028342812,0.0013338227,0.0014043469,0.002547966,0.000148209,0.0015816637,0.00059113867,0.00006285934],"category_scores_gemma":[0.0049006096,0.00026241233,0.00030708566,0.0036355432,0.006034246,0.00033662852,0.00047482247,0.0072518787,0.000011255094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021242478,0.0029003092,0.012197463,0.000024792114,0.00079248904,0.00004730423,0.9625002,0.000026989297,0.0030637805,0.0097837355,0.001243966,0.005294695],"study_design_scores_gemma":[0.0032337573,0.0011643503,0.27072763,0.00006908477,0.000345634,8.0901316e-7,0.4621156,0.000026423366,0.0002675201,0.2539389,0.0077235205,0.00038677445],"about_ca_topic_score_codex":0.0063642277,"about_ca_topic_score_gemma":0.037572548,"teacher_disagreement_score":0.5003846,"about_ca_system_score_codex":0.00044056054,"about_ca_system_score_gemma":0.00077204505,"threshold_uncertainty_score":0.99998283},"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":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2109303105","doi":"10.3747/co.21.1665","title":"“Bored Out of My Gourd”: A Cancer Survivor’s Return-to-Work Experience","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Gourd; Work (physics); Cancer; Dermatology; Internal medicine; Horticulture; Biology; Engineering; Mechanical engineering","score_opus":0.7611414303632474,"score_gpt":0.7141842361967837,"score_spread":0.04695719416646371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109303105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745189,0.00049312727,0.002844523,0.0018679413,0.004739588,0.0004668563,0.000009303122,0.00006511009,0.014994674],"genre_scores_gemma":[0.9975237,0.00015135453,0.00068707153,0.00010796783,0.0006201189,0.00028291595,0.0000011217194,0.00001250305,0.0006132225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951189,0.0028890728,0.00033978265,0.00034672985,0.00059983926,0.0007056408],"domain_scores_gemma":[0.99762076,0.0011383018,0.00015618678,0.00029250438,0.00030355246,0.0004886945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040612416,0.0001221124,0.00037863542,0.0001104072,0.00022572448,0.000022589853,0.0006015472,0.0001365263,0.00050065113],"category_scores_gemma":[0.0064156796,0.000114009956,0.00007697092,0.00056955765,0.0008233423,0.00010619778,0.00016454767,0.00026618282,0.00009246146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025060913,0.00054078887,0.29190117,0.00006333352,0.00003052058,0.000004179264,0.1997325,0.000014095486,0.0036677732,0.012471497,0.01312912,0.47819442],"study_design_scores_gemma":[0.00031673914,0.00022683262,0.024300143,0.000067704845,0.00001202582,8.759448e-8,0.0027263742,0.000110811685,0.001548164,0.0007530321,0.96976733,0.00017074101],"about_ca_topic_score_codex":0.001058668,"about_ca_topic_score_gemma":0.005481341,"teacher_disagreement_score":0.9566382,"about_ca_system_score_codex":0.00043794635,"about_ca_system_score_gemma":0.000711588,"threshold_uncertainty_score":0.76806307},"labels":[],"label_agreement":null},{"id":"W2109567089","doi":"10.1177/1363459314567790","title":"Photovoice in mental illness research: A review and recommendations","year":2015,"lang":"en","type":"review","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Movember Canada; Movember Foundation","keywords":"Photovoice; Mental illness; Participant observation; Respite care; Photo elicitation; Mental health; Focus group; Qualitative research; Context (archaeology); Psychology; Stigma (botany); Narrative; Feeling; Nursing; Social psychology; Medicine; Psychotherapist; Psychiatry; Sociology; Social science","score_opus":0.8528664589567269,"score_gpt":0.7743508106798281,"score_spread":0.07851564827689872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109567089","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020470265,0.9359107,0.000025742325,0.054757528,0.0011876512,0.0077449484,0.0000617225,0.000010691432,0.00009632199],"genre_scores_gemma":[0.0009970722,0.9966026,0.000032925385,0.0004131039,0.0008412885,0.0009053808,0.000019963669,0.000040462153,0.00014718146],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97504145,0.019656101,0.0022760977,0.0004795743,0.0013331891,0.0012135884],"domain_scores_gemma":[0.9941246,0.0025394305,0.0013963026,0.00024886226,0.00056069635,0.0011301289],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.09999037,0.00032206715,0.0031062902,0.0005083387,0.020306325,0.000054057324,0.00065937865,0.00015969072,0.00005190137],"category_scores_gemma":[0.0017882735,0.00020239298,0.00012966315,0.0011046296,0.0014418324,0.00023015571,0.0005345135,0.0017757042,7.130444e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044841785,0.0003292547,0.000005462429,0.012254328,0.00004795067,0.000001957998,0.2656867,1.2239006e-8,4.3195536e-9,0.00028933104,0.013870535,0.70746964],"study_design_scores_gemma":[0.0006740118,0.0025011112,0.00002634788,0.016228812,0.000109230336,0.000013391932,0.3445638,0.0000023715063,1.8229261e-9,0.0009532614,0.63480407,0.00012357549],"about_ca_topic_score_codex":0.0067734164,"about_ca_topic_score_gemma":0.012941027,"teacher_disagreement_score":0.707346,"about_ca_system_score_codex":0.001248067,"about_ca_system_score_gemma":0.0040838397,"threshold_uncertainty_score":0.99984056},"labels":[],"label_agreement":null},{"id":"W2109679179","doi":"10.1016/j.socscimed.2007.11.030","title":"Modifying Photovoice for community-based participatory Indigenous research","year":2008,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":661,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Participatory action research; Community-based participatory research; Sociology; Indigenous; Health equity; General partnership; Photo elicitation; Public relations; Citizen journalism; Participant observation; Public health; Social science; Political science; Medicine; Economic growth; Nursing; Anthropology; Law","score_opus":0.8938287434738339,"score_gpt":0.7083852677814043,"score_spread":0.18544347569242958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109679179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97106564,0.00011169564,0.0017026492,0.0021122328,0.00040836007,0.0012126833,0.000007808788,0.0001482657,0.023230672],"genre_scores_gemma":[0.99682385,0.000022728096,0.0003668455,0.0008919141,0.0010146592,0.00041259502,0.0000035943087,0.000022447724,0.00044137667],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871754,0.0056282887,0.00041011523,0.0004443219,0.004026824,0.00231504],"domain_scores_gemma":[0.9929049,0.004122361,0.00012492704,0.00041819725,0.0015463084,0.00088330853],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07159589,0.0001670799,0.0003831516,0.0005736297,0.023533417,0.00007525062,0.0017265498,0.00016697665,0.00013160975],"category_scores_gemma":[0.021313177,0.00015285981,0.00008852805,0.003889007,0.025485776,0.00045809423,0.00013665517,0.0010986404,0.000032853502],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013834226,0.00040090078,0.014281564,0.000075789634,0.000013922381,0.00002409742,0.91782975,0.000008823685,0.0422119,0.012950412,0.0036315687,0.008432921],"study_design_scores_gemma":[0.007094893,0.0033697067,0.045617785,0.00040702694,0.00010456963,0.0000058670694,0.2908965,0.001729364,0.03458268,0.040176414,0.57431,0.0017051558],"about_ca_topic_score_codex":0.011573592,"about_ca_topic_score_gemma":0.0009923353,"teacher_disagreement_score":0.6269332,"about_ca_system_score_codex":0.0011118859,"about_ca_system_score_gemma":0.005475198,"threshold_uncertainty_score":0.9950084},"labels":[],"label_agreement":null},{"id":"W2110468430","doi":"10.17169/fqs-15.1.2018","title":"Interrogating Ourselves: Reflections on Arts-Based Health Research","year":2013,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"University of Toronto; Royal Roads University","keywords":"The arts; Conversation; Reflexivity; Sociology; Narrative; Visual arts; Field (mathematics); Field research; Media studies; Psychology; Art; Social science; Literature; Communication","score_opus":0.9556575360930967,"score_gpt":0.804472036441382,"score_spread":0.15118549965171468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110468430","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3301537,0.00027906438,0.009851438,0.21174204,0.00071247463,0.006814091,0.00019295573,0.0006924536,0.43956178],"genre_scores_gemma":[0.97705007,0.000056283247,0.004107042,0.00084725267,0.0006010486,0.00031057387,0.000040516923,0.00008025653,0.016906945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.93664414,0.051386185,0.0006413795,0.0010368464,0.0061904015,0.0041010417],"domain_scores_gemma":[0.9730088,0.019765893,0.00024682053,0.0005564038,0.004812708,0.0016093561],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.061798926,0.00033525462,0.0005939604,0.0020743865,0.013597852,0.00061134197,0.001552327,0.00039856494,0.0015325327],"category_scores_gemma":[0.024450796,0.0003627426,0.00032699012,0.0054160845,0.0062560574,0.001965145,0.0004820694,0.0036518103,0.002371936],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00017672837,0.0004356687,0.000055524313,0.00004888043,0.000091981434,0.000015304038,0.4581562,0.00001602405,0.0004938097,0.492626,0.036966074,0.010917778],"study_design_scores_gemma":[0.0007372387,0.0014848368,0.00020328182,0.00017764689,0.0000053768636,1.394038e-7,0.83602625,0.00025146594,0.00025908963,0.055026453,0.10552851,0.0002997133],"about_ca_topic_score_codex":0.02119717,"about_ca_topic_score_gemma":0.015978683,"teacher_disagreement_score":0.64689636,"about_ca_system_score_codex":0.0056363936,"about_ca_system_score_gemma":0.0062066717,"threshold_uncertainty_score":0.99988246},"labels":[],"label_agreement":null},{"id":"W2110895373","doi":"10.1177/160940690500400103","title":"Pieced Together: Collage as an Artist's Method for Interdisciplinary Research","year":2005,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Postmodernism; Visual arts; The arts; Studio; Visual research; Process (computing); Art; Fine art; Sociology; Aesthetics; Computer science; Literature","score_opus":0.9505425567445076,"score_gpt":0.8587714197640702,"score_spread":0.09177113698043737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110895373","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050053764,0.00029267147,0.91442287,0.018735267,0.0011402039,0.0005117518,0.00003283392,0.000028921399,0.014781732],"genre_scores_gemma":[0.08975252,0.000047366837,0.9044682,0.00039071604,0.002121715,0.00008125438,0.0000032339585,0.00003509341,0.0030999125],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9290161,0.06609063,0.0011319519,0.00037223403,0.0026592019,0.0007298646],"domain_scores_gemma":[0.96562153,0.026762571,0.0005986324,0.000237929,0.0061554457,0.0006238881],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19790198,0.00018464109,0.00048466676,0.00086358807,0.0006343766,0.00029647152,0.0016808371,0.00016666215,0.0006702385],"category_scores_gemma":[0.04226262,0.00016618564,0.0003263156,0.00058745366,0.00095232786,0.0012208261,0.00031624903,0.0007317516,0.000041027328],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013803311,0.00042825585,0.000029504858,0.000009859732,0.0003155417,0.000029630766,0.3801791,0.000059598602,0.022601796,0.17800502,0.0025584348,0.4144029],"study_design_scores_gemma":[0.0013709216,0.0015727866,0.0001580855,0.000105564555,0.000034290864,0.000028247354,0.22976473,0.0020601882,0.028977524,0.40610787,0.3295458,0.00027400776],"about_ca_topic_score_codex":0.00021930451,"about_ca_topic_score_gemma":0.00034444281,"teacher_disagreement_score":0.4141289,"about_ca_system_score_codex":0.001048181,"about_ca_system_score_gemma":0.0012899403,"threshold_uncertainty_score":0.9658048},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2111869478","doi":"10.2304/gsch.2013.3.4.427","title":"Lively Entanglements: The Doings, Movements and Enactments of Photography","year":2013,"lang":"en","type":"article","venue":"Global Studies of Childhood","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Capilano University","funders":"","keywords":"Photography; Voyeurism; Gaze; Materiality (auditing); Visual arts; Sociology; Photojournalism; Aesthetics; Psychology; Art; Psychoanalysis","score_opus":0.28973585624957776,"score_gpt":0.562116963293673,"score_spread":0.27238110704409524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111869478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839417,0.0034922315,0.000009913853,0.00039257493,0.00010714957,0.0006992062,0.00003403053,0.000014239989,0.011308969],"genre_scores_gemma":[0.99761134,0.001604133,0.0004293719,0.00021743707,0.000032944517,0.000069901624,5.499581e-7,0.0000038187413,0.000030510642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980097,0.00042421132,0.00029205316,0.00017339452,0.00072316907,0.00037750084],"domain_scores_gemma":[0.9990657,0.00023223076,0.00018244915,0.00015622396,0.00025078256,0.000112594455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090723,0.0001109197,0.00024980115,0.000033220524,0.00035740936,0.000025182957,0.00031832678,0.00003364533,0.000082896375],"category_scores_gemma":[0.0009375254,0.000076108714,0.000075759766,0.00037676468,0.001030271,0.0001757751,0.0002862701,0.000062043735,0.000008381056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033606404,0.0009985208,0.8752505,0.00007334072,0.002081324,0.0000018970039,0.05388971,9.596291e-7,0.00090532005,0.013941501,0.005245453,0.047577858],"study_design_scores_gemma":[0.00078541576,0.00028845322,0.9318782,0.000086529704,0.000051432227,1.9596928e-7,0.044485547,0.0000016847627,0.0016570984,0.015482536,0.0051485286,0.00013434645],"about_ca_topic_score_codex":0.0036229647,"about_ca_topic_score_gemma":0.00032920533,"teacher_disagreement_score":0.056627724,"about_ca_system_score_codex":0.00007028951,"about_ca_system_score_gemma":0.000055120447,"threshold_uncertainty_score":0.54768634},"labels":[],"label_agreement":null},{"id":"W2115039943","doi":"10.1177/1524839906289166","title":"The Novella Approach to Inform Women Living on Low Income About Early Breast Cancer Detection","year":2006,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; South Health Campus","funders":"","keywords":"Breast cancer; Disadvantaged; Novella; Medicine; Health care; Health promotion; Community health; Gerontology; Cancer; Public health; Nursing; Economic growth","score_opus":0.30699392899346845,"score_gpt":0.5971786039467799,"score_spread":0.29018467495331146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115039943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87732005,0.00011763042,0.013278278,0.034786925,0.0010873884,0.002982546,0.000019912075,0.0002998461,0.07010744],"genre_scores_gemma":[0.9947288,0.00011388473,0.0008420808,0.0008720621,0.0006135682,0.00079897116,5.757348e-7,0.000020942936,0.0020090844],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99377215,0.0033095863,0.00041242797,0.00030572113,0.001175631,0.0010244615],"domain_scores_gemma":[0.9965062,0.001986169,0.00036080176,0.00026250884,0.00041189164,0.0004724188],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01865337,0.00012858765,0.0001598722,0.0001262623,0.0029068387,0.00034460225,0.0002680794,0.000103316095,0.00005925833],"category_scores_gemma":[0.005560478,0.000104992156,0.000032622316,0.0010953057,0.00014887424,0.0009879877,0.00006865998,0.00050283206,0.0001845563],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008488318,0.003236693,0.0072264564,0.00042437346,0.00007758816,0.00000468353,0.13708207,0.00078283314,0.0006534785,0.051143646,0.0013041827,0.79721516],"study_design_scores_gemma":[0.00064685947,0.0013807961,0.5993524,0.00039842018,0.000016647567,0.000017215703,0.01813118,0.0016933114,0.00023120402,0.00095542346,0.37659466,0.000581877],"about_ca_topic_score_codex":0.017655278,"about_ca_topic_score_gemma":0.0021980733,"teacher_disagreement_score":0.7966333,"about_ca_system_score_codex":0.0021587457,"about_ca_system_score_gemma":0.0010755379,"threshold_uncertainty_score":0.9983913},"labels":[],"label_agreement":null},{"id":"W2116358738","doi":"10.1177/160940690300200103","title":"Blending Observational Methods: Possibilities, Strategies, and Challenges","year":2003,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Observational study; Observational methods in psychology; Computer science; Data science; Management science; Psychology; Medicine; Engineering","score_opus":0.9782638936236199,"score_gpt":0.8129181127627878,"score_spread":0.16534578086083207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116358738","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05711447,0.017918298,0.8834811,0.0069744913,0.0023848987,0.00023664413,0.00001395339,0.00003194755,0.031844225],"genre_scores_gemma":[0.04427362,0.00257951,0.95211244,0.00015985887,0.0003454904,0.000012543109,9.2792027e-7,0.000017096681,0.0004985099],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94414294,0.052985027,0.0008751349,0.00025444297,0.0013512721,0.00039120932],"domain_scores_gemma":[0.9784367,0.01862404,0.00061101635,0.00011850495,0.0018908707,0.00031887303],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09924499,0.00016241615,0.00038708263,0.00037180472,0.00023696026,0.00028377544,0.000527611,0.00010763285,0.00035349626],"category_scores_gemma":[0.047575504,0.00014638883,0.00014673373,0.0002479504,0.0008106902,0.0015037669,0.000061258455,0.00041223713,0.0000028303361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005923084,0.00006776493,0.000135092,0.000015720156,0.00021581864,0.000013146192,0.14066659,0.000008007342,0.0024631924,0.7700126,0.000046459725,0.08629635],"study_design_scores_gemma":[0.00046124632,0.00015076809,0.0015658994,0.000071124305,0.000022878381,0.000020638592,0.33666155,0.000037354162,0.002477595,0.5053939,0.15296799,0.00016904839],"about_ca_topic_score_codex":0.00013419063,"about_ca_topic_score_gemma":0.000043788612,"teacher_disagreement_score":0.26461872,"about_ca_system_score_codex":0.0003678708,"about_ca_system_score_gemma":0.0015256834,"threshold_uncertainty_score":0.9604472},"labels":[],"label_agreement":null},{"id":"W2116905208","doi":"10.1016/j.drugpo.2008.02.011","title":"Voice: Challenging the stigma of addiction; a nursing perspective","year":2008,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Pride; Harm reduction; Mainstream; Narrative; Feeling; Harm; Psychology; Nursing; Sociology; Gender studies; Medicine; Social psychology; Public health; Political science","score_opus":0.3837036570585451,"score_gpt":0.6398732810052338,"score_spread":0.2561696239466887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116905208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89213026,0.0014097606,0.0024078402,0.04911233,0.0012260281,0.00014266533,0.000016849805,0.000019054462,0.05353522],"genre_scores_gemma":[0.9964106,0.00052688486,0.0004216288,0.00011248357,0.0020713217,0.0000018825616,1.5059574e-7,0.0000067712976,0.00044827865],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975247,0.0006243835,0.000308689,0.00007113879,0.0012625795,0.00020854347],"domain_scores_gemma":[0.99746495,0.0006189159,0.0003269426,0.000074916104,0.0013814248,0.0001328301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019857895,0.00006056142,0.0001276025,0.00034649373,0.00032426047,0.000028346814,0.00061997236,0.000030401261,0.000079524216],"category_scores_gemma":[0.0045529343,0.000045780387,0.00013526285,0.0002879285,0.00070098625,0.00030504784,0.000033989672,0.00026213535,0.00000929832],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023626607,0.0004783127,0.0052904277,0.0000031891593,0.00054203015,0.000100528894,0.582903,0.0005858881,0.0017032191,0.37853417,0.0052687353,0.024354177],"study_design_scores_gemma":[0.0044586346,0.0005267349,0.24599145,0.0014282875,0.00016900916,0.0007570815,0.4363004,0.0018726473,0.015582817,0.13838848,0.15381138,0.0007130764],"about_ca_topic_score_codex":0.0016283821,"about_ca_topic_score_gemma":0.000078589255,"teacher_disagreement_score":0.24070102,"about_ca_system_score_codex":0.0007440821,"about_ca_system_score_gemma":0.0012157989,"threshold_uncertainty_score":0.54506165},"labels":[],"label_agreement":null},{"id":"W2117678880","doi":"10.1177/1473325014540702","title":"Reflections on using physical objects as data generation strategies: An example from a study of youth violence and healing","year":2014,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Regional Municipality of Waterloo; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Meaning (existential); Qualitative research; Sociology; Work (physics); Qualitative property; Psychology; Epistemology; Social psychology; Social science; Computer science; Engineering","score_opus":0.9264432785057812,"score_gpt":0.7475329962184963,"score_spread":0.1789102822872849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117678880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918069,0.000015662812,0.006708921,0.000036778303,0.000093378054,0.00031658166,0.000028547656,0.000031810083,0.000961387],"genre_scores_gemma":[0.99699557,0.0000036045071,0.002118501,0.00003425505,0.0007909722,0.000014455829,0.000023862623,0.0000116354195,0.000007128699],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9874955,0.010953609,0.00022120099,0.00043465398,0.0006200355,0.000274994],"domain_scores_gemma":[0.99756306,0.0017410151,0.00015008697,0.000259575,0.0001505984,0.0001356652],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0053260215,0.000105955674,0.0002560365,0.000055913828,0.0014431129,0.00012722569,0.00024917518,0.00006306035,0.000013803138],"category_scores_gemma":[0.0015784674,0.00010804045,0.00002293514,0.0006449957,0.00042979582,0.0004535341,0.000081862425,0.00018918136,0.0000031813481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006429141,0.00036013077,0.000093008384,0.0000025169286,0.00003023122,2.5904083e-7,0.97045654,0.000058612834,0.0021004959,0.02368866,0.000004157435,0.0031411182],"study_design_scores_gemma":[0.00031532234,0.0005544215,0.0006984983,0.00004739899,0.000035473724,6.6403936e-9,0.972244,0.0011555373,0.00013949448,0.024663236,0.000022555781,0.00012403575],"about_ca_topic_score_codex":0.052753627,"about_ca_topic_score_gemma":0.008151439,"teacher_disagreement_score":0.04460219,"about_ca_system_score_codex":0.0000931225,"about_ca_system_score_gemma":0.00027673988,"threshold_uncertainty_score":0.9998569},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2118890224","doi":"10.1177/1049732307302838","title":"Expressions of Personhood in Alzheimer's Disease: An Evaluation of Research-Based Theatre as a Pedagogical Tool","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Personhood; Focus group; Drama; Dissemination; Ethnography; Qualitative research; Perception; Adaptation (eye); Psychology; Sociology; Pedagogy; Social science; Epistemology; Anthropology; Visual arts; Art","score_opus":0.9825138239660796,"score_gpt":0.8630273877189606,"score_spread":0.11948643624711897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118890224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792763,0.0027149247,0.00038836026,0.006503134,0.00004895357,0.003078137,0.000061816994,0.00002784647,0.007900547],"genre_scores_gemma":[0.99706376,0.0000873142,0.002177048,0.000054103915,0.00010453552,0.00037413804,0.000013937088,0.000023442693,0.0001017507],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7766048,0.20134877,0.0014036593,0.0008883384,0.016870521,0.0028839528],"domain_scores_gemma":[0.9664874,0.025496092,0.00021566318,0.0006669136,0.005539941,0.0015939963],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.43533525,0.00014442447,0.0004553164,0.0015922036,0.0010281547,0.00004272935,0.00074733776,0.00017189821,0.00079994445],"category_scores_gemma":[0.056418516,0.00013044824,0.00010126242,0.0037193708,0.005078748,0.00037047762,0.00015090314,0.0013211984,0.000036047775],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022796174,0.0025492893,0.0049999664,0.0002798411,0.00003515109,0.000019120293,0.77635026,0.000059742255,0.0019690075,0.13958631,0.00043982096,0.071431845],"study_design_scores_gemma":[0.0016404932,0.002376059,0.038661122,0.0006525116,0.000013568331,1.0877357e-7,0.87480277,0.0021229184,0.0020699578,0.07501534,0.0024382803,0.00020690277],"about_ca_topic_score_codex":0.016487587,"about_ca_topic_score_gemma":0.005315582,"teacher_disagreement_score":0.37891674,"about_ca_system_score_codex":0.0010430362,"about_ca_system_score_gemma":0.01798429,"threshold_uncertainty_score":0.99762887},"labels":[],"label_agreement":null},{"id":"W2121668797","doi":"10.1177/1049732314549025","title":"Understanding Women’s Health Promotion and the Rural Church","year":2014,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Photovoice; Health promotion; Cognitive reframing; Rural area; Health education; Rural health; Social connectedness; Psychology; Medicine; Sociology; Public health; Nursing; Economic growth; Social psychology","score_opus":0.9612090810719836,"score_gpt":0.7912065909120655,"score_spread":0.17000249015991808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121668797","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34018186,0.0012221402,0.04953498,0.5777109,0.00030074076,0.0046808044,0.000016803402,0.00016197101,0.026189793],"genre_scores_gemma":[0.99524045,0.00069823314,0.0007296119,0.00091413804,0.00021741044,0.00051035406,0.0000021296287,0.000018620694,0.0016690476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8597716,0.13425966,0.00051322504,0.00037469174,0.0027796975,0.0023011337],"domain_scores_gemma":[0.9799042,0.018080734,0.0001668997,0.00028670515,0.00040516263,0.0011563457],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2963933,0.00011777449,0.0003943839,0.00029957478,0.0048950673,0.00023515239,0.00036306397,0.00007544437,0.0001552706],"category_scores_gemma":[0.024362635,0.000084201165,0.000039403567,0.0011529322,0.0047013448,0.00024987786,0.00015129296,0.0009801928,0.000057276437],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010861687,0.00004368802,0.000105432526,0.00009551443,0.0000075537764,1.5167721e-7,0.45242125,3.2703477e-7,0.000005668856,0.53619546,0.0018137245,0.009202597],"study_design_scores_gemma":[0.0011964111,0.0012227033,0.0012393119,0.00009551206,5.751484e-7,3.3640836e-7,0.6726262,0.0005219143,0.000004268859,0.30005723,0.022935681,0.00009982992],"about_ca_topic_score_codex":0.008355126,"about_ca_topic_score_gemma":0.0015063786,"teacher_disagreement_score":0.6550586,"about_ca_system_score_codex":0.003792744,"about_ca_system_score_gemma":0.002568303,"threshold_uncertainty_score":0.99824834},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2123458354","doi":"10.5153/sro.2591","title":"Community Health Workers Working the Digital Archive: A Case for Looking at Participatory Archiving in Studying Stigma in the Context of HIV and AIDS","year":2012,"lang":"en","type":"article","venue":"Sociological Research Online","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Stigma (botany); Citizen journalism; Participatory action research; Focus group; Sociology; Public relations; Context (archaeology); Photovoice; Community-based participatory research; Psychology; Political science; Economic growth; Psychiatry","score_opus":0.8385026786201147,"score_gpt":0.6774925625914701,"score_spread":0.16101011602864468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123458354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936944,0.0012973857,0.00020940645,0.002902396,0.000031044583,0.0013471186,0.000054966185,0.000016134443,0.00044714173],"genre_scores_gemma":[0.9985163,0.00015774654,0.00063215406,0.00020382478,0.00016048548,0.00027214058,0.000009762774,0.000012190973,0.000035402507],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9682763,0.028230146,0.00054357015,0.0002497731,0.0009197004,0.0017804676],"domain_scores_gemma":[0.9500441,0.04905682,0.00012407292,0.0003357301,0.00008499125,0.00035428174],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.077273786,0.00014282591,0.00039011132,0.00017641047,0.0024095422,0.00010164644,0.0007455654,0.00010820371,0.0000114818195],"category_scores_gemma":[0.036941532,0.00008520199,0.00009061519,0.0007160217,0.0044715614,0.00017756295,0.00077909237,0.0021754724,0.0000017641581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019394998,0.00065260543,0.73170936,0.000045585675,0.000018622895,0.000024923544,0.1982118,0.0000076569295,0.00008389917,0.007190405,0.0001043364,0.061756838],"study_design_scores_gemma":[0.00071693806,0.00048932905,0.38151503,0.00023938133,0.000004852672,0.000006445841,0.6057546,0.0005222239,0.000007817094,0.007214639,0.0033912424,0.0001374569],"about_ca_topic_score_codex":0.0035598027,"about_ca_topic_score_gemma":0.019654708,"teacher_disagreement_score":0.40754282,"about_ca_system_score_codex":0.00046445438,"about_ca_system_score_gemma":0.0004285497,"threshold_uncertainty_score":0.9988892},"labels":[],"label_agreement":null},{"id":"W2123697427","doi":"10.2105/ajph.2012.300992","title":"From Promotion to Cessation: Masculinity, Race, and Style in the Consumption of Cigarettes, 1962–1972","year":2013,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control","funders":"Canadian Institutes of Health Research; Health Canada; Institute of Gender and Health; Michael Smith Health Research BC","keywords":"Masculinity; Consumption (sociology); Race (biology); Style (visual arts); Promotion (chess); Psychological intervention; Psychology; Health promotion; Survey data collection; Social psychology; Advertising; Medicine; Sociology; Public health; Gender studies; Political science; Geography; Social science; Politics","score_opus":0.48940121855380353,"score_gpt":0.584914662942726,"score_spread":0.09551344438892245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123697427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9126838,0.00008389304,0.0024564515,0.08420847,0.000062718624,0.0002938738,0.000003883391,0.000004215717,0.00020268238],"genre_scores_gemma":[0.9958777,0.00023659162,0.0028329834,0.0008466406,0.00017055543,0.00001464353,9.877774e-7,0.0000044021367,0.000015496373],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9923559,0.005906531,0.00049252773,0.00010609164,0.00079618447,0.0003428056],"domain_scores_gemma":[0.9976302,0.0009249964,0.0005436729,0.0001201877,0.00032718023,0.00045379248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016443461,0.000059194805,0.00027382604,0.00020134739,0.0001520077,0.00010569271,0.0002820067,0.000025599726,0.00020464705],"category_scores_gemma":[0.0031228538,0.00004342523,0.000032135293,0.0006579424,0.00049524585,0.0004747696,0.00003137582,0.0002514801,0.0000066827824],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012902795,0.00022625196,0.19278008,0.000014046806,0.000023327684,0.0000020754742,0.12678273,0.0000027749097,0.00011453621,0.00127917,0.0017093049,0.6770528],"study_design_scores_gemma":[0.00031289185,0.00080961786,0.9470108,0.000055418273,0.000003974205,0.0000023303298,0.038681958,0.00007066042,0.0000182335,0.0010223663,0.011943753,0.00006800157],"about_ca_topic_score_codex":0.012931051,"about_ca_topic_score_gemma":0.0009454289,"teacher_disagreement_score":0.75423074,"about_ca_system_score_codex":0.00022290558,"about_ca_system_score_gemma":0.0014872052,"threshold_uncertainty_score":0.9936419},"labels":[],"label_agreement":null},{"id":"W2124194484","doi":"10.12927/hcpol.2013.23399","title":"How to Summarize a 6,000-Word Paper in a Six-Minute Video Clip","year":2013,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Key (lock); Process (computing); Multimedia; Video recording; Word (group theory); Production (economics); Linguistics","score_opus":0.5085137866751267,"score_gpt":0.6139124793538948,"score_spread":0.10539869267876811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124194484","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2845663,0.0039851395,0.00008038112,0.70109665,0.001054722,0.0021138545,0.000077289806,0.00009699022,0.0069286777],"genre_scores_gemma":[0.90508676,0.0013576688,0.0038164884,0.027338305,0.003738153,0.001130472,0.0000043083264,0.00008664721,0.057441182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98647463,0.0070961122,0.0007570932,0.00089281483,0.0013065649,0.0034727855],"domain_scores_gemma":[0.993813,0.0015982904,0.00018388011,0.00079143676,0.0004864142,0.003127003],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0048512714,0.00043027668,0.0007412264,0.0006883887,0.0005228966,0.0005028476,0.00085377315,0.00058315584,0.0012712426],"category_scores_gemma":[0.012130511,0.00045899747,0.00019531303,0.004129626,0.0008465713,0.0011929979,0.0003943105,0.0010602789,0.002434994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008323367,0.00033314488,0.032235917,0.00057870167,0.00003681809,0.00006892784,0.041902814,0.000004795391,0.0008558111,0.18770422,0.030769631,0.705426],"study_design_scores_gemma":[0.0004894864,0.0003845571,0.115346655,0.00040102832,0.0000088061315,0.0000032749126,0.004344844,0.00012563048,0.000111668356,0.019992702,0.85828835,0.00050300127],"about_ca_topic_score_codex":0.5319546,"about_ca_topic_score_gemma":0.16261145,"teacher_disagreement_score":0.8275187,"about_ca_system_score_codex":0.00236995,"about_ca_system_score_gemma":0.0033425537,"threshold_uncertainty_score":0.9997862},"labels":[],"label_agreement":null},{"id":"W2124352716","doi":"10.1177/1468794114538897","title":"Catching the shimmers of the social: from the limits of reflexivity to methodological creativity","year":2014,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Toronto; Wilfrid Laurier University","funders":"","keywords":"Reflexivity; Participatory action research; Embodied cognition; Sociology; Citizen journalism; Creativity; Qualitative research; Process (computing); Social research; Epistemology; Engineering ethics; Social science; Psychology; Political science; Social psychology; Computer science; Anthropology; Engineering","score_opus":0.9741345824231714,"score_gpt":0.8375044618927163,"score_spread":0.1366301205304551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124352716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316444,0.00008050211,0.0060435925,0.044461735,0.00008323109,0.0008208459,0.000046455225,0.00001416337,0.01680508],"genre_scores_gemma":[0.99623376,0.000016197018,0.0027124619,0.0002415782,0.00019171089,0.00010209385,6.234907e-7,0.000011675517,0.00048990577],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7936855,0.20212688,0.0003740784,0.00032487267,0.002775618,0.00071306765],"domain_scores_gemma":[0.83306634,0.16500357,0.00019923574,0.0005934719,0.0009548385,0.00018256504],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.19456351,0.00011741421,0.000382895,0.00006741125,0.0021008938,0.00006331319,0.0018517195,0.00012394364,0.000118037926],"category_scores_gemma":[0.19183847,0.000054520107,0.00019129584,0.0017180317,0.0058315927,0.00011359202,0.00056748395,0.0010055803,0.00002261028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016944864,0.000107579006,0.0034962564,0.000015215189,0.00006430344,2.2694907e-7,0.6818372,0.000005477609,0.017635219,0.27732712,0.001599503,0.017742459],"study_design_scores_gemma":[0.0002614597,0.00036409404,0.21076651,0.00008981881,0.000023207482,4.9943335e-8,0.5250516,0.00007792287,0.02740145,0.2114469,0.024342485,0.00017451777],"about_ca_topic_score_codex":0.024153559,"about_ca_topic_score_gemma":0.0041767037,"teacher_disagreement_score":0.20727026,"about_ca_system_score_codex":0.00018847112,"about_ca_system_score_gemma":0.00057785184,"threshold_uncertainty_score":0.99919826},"labels":[{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2124620388","doi":"10.1177/1476750314566414","title":"To be seen or not to be seen: Photovoice, queer and trans youth, and the dilemma of representation","year":2015,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; York University","funders":"Institute of Gender and Health; Health Canada","keywords":"Photovoice; Queer; Negotiation; Sociology; Representation (politics); Gender studies; Dilemma; Power (physics); Ethnography; Interview; Public relations; Political science; Social science; Economic growth; Epistemology; Law; Anthropology","score_opus":0.9058837095614788,"score_gpt":0.7202563670586242,"score_spread":0.18562734250285462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124620388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97266793,0.000017505827,0.0005257172,0.021617578,0.00007615888,0.001143601,0.00002506727,0.000023368979,0.0039030549],"genre_scores_gemma":[0.9949121,0.000085003834,0.00045049927,0.0003712727,0.00011651622,0.0001367727,0.000001728578,0.0000118640455,0.0039142747],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99279785,0.0043237554,0.00021584268,0.00031853613,0.0018531509,0.0004908784],"domain_scores_gemma":[0.996065,0.0022861916,0.00003619578,0.00027082322,0.00070658186,0.0006352119],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.017022844,0.00007903908,0.00018504816,0.0002477168,0.00047648582,0.00016058638,0.00025907377,0.00008676601,0.00011105835],"category_scores_gemma":[0.011822485,0.0000556065,0.000029400195,0.00113622,0.0008225169,0.00031423022,0.0001491122,0.00030788264,0.000014943718],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01092584,0.00019185821,0.010625093,0.000078921636,0.00011082228,0.000015152717,0.8812309,0.00007351868,0.040847298,0.0064194016,0.012249624,0.037231565],"study_design_scores_gemma":[0.004623262,0.0015428755,0.06845229,0.000069590744,0.000057844452,0.000003857072,0.48321396,0.0010336315,0.07839927,0.0018061083,0.36035547,0.00044181672],"about_ca_topic_score_codex":0.02525422,"about_ca_topic_score_gemma":0.008655779,"teacher_disagreement_score":0.39801693,"about_ca_system_score_codex":0.00012565166,"about_ca_system_score_gemma":0.00041927895,"threshold_uncertainty_score":0.9965013},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","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":"W2125682883","doi":"10.1111/area.12141","title":"Problematising participatory video with youth in<scp>C</scp>anada: the intersection of therapeutic, deficit and individualising discourses","year":2014,"lang":"en","type":"article","venue":"Area","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Scholarship; Citizen journalism; Hegemony; Sociology; Participatory action research; Power (physics); Participatory GIS; Public relations; Critical theory; Politics; Political science; Law","score_opus":0.4040270596721169,"score_gpt":0.5011611210247361,"score_spread":0.0971340613526192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125682883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99106,0.00017008463,0.0035076134,0.0002257648,0.00005261138,0.00029021627,0.000003023577,0.000024308738,0.0046663485],"genre_scores_gemma":[0.9994728,0.000016336613,0.00031770873,0.00008322051,0.00003744067,0.000032573353,6.413188e-7,0.000012527257,0.000026778573],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9970398,0.0016344547,0.00022366217,0.00019959027,0.00050228153,0.0004001957],"domain_scores_gemma":[0.99730784,0.0022223755,0.00013390894,0.00017222988,0.000060736384,0.00010291276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003980878,0.00010198253,0.00018882274,0.00007681174,0.00031781977,0.00009192375,0.00017553088,0.000053718537,0.0000068710747],"category_scores_gemma":[0.002632767,0.000066940986,0.00002457678,0.0003305318,0.0007235624,0.00026304543,0.000055305376,0.00017157044,0.0000013692222],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036295824,0.00017081159,0.47076797,0.00010214188,0.00008390289,0.0000043229343,0.42444724,0.00019760315,0.0034092483,0.06616889,0.00004639672,0.034565162],"study_design_scores_gemma":[0.0013615787,0.00066392217,0.4000605,0.0010165189,0.00026251335,0.0000038289086,0.541953,0.0031113485,0.017709218,0.031940337,0.0016141332,0.0003030785],"about_ca_topic_score_codex":0.0023074355,"about_ca_topic_score_gemma":0.01034955,"teacher_disagreement_score":0.11750577,"about_ca_system_score_codex":0.00007458124,"about_ca_system_score_gemma":0.00017266092,"threshold_uncertainty_score":0.5775292},"labels":[],"label_agreement":null},{"id":"W2127330181","doi":"10.1002/meet.14505001104","title":"Information world mapping: A participatory, visual, elicitation activity for information practice interviews","year":2013,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Participant observation; Citizen journalism; Photo elicitation; Participatory action research; Knowledge management; Interpersonal communication; Sociology; Qualitative research; Computer science; Psychology; Social science; World Wide Web; Visual arts","score_opus":0.23472351019954374,"score_gpt":0.5341054907094741,"score_spread":0.29938198050993037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127330181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95429796,0.000010789606,0.014374895,0.023401367,0.0001490444,0.003366663,0.00001723911,0.00017369757,0.004208375],"genre_scores_gemma":[0.9787092,0.000056461922,0.017482297,0.002388379,0.000025034016,0.0013105306,0.0000023357923,0.00000395864,0.000021785114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787337,0.000026245045,0.0005571121,0.000108893226,0.0008642298,0.0005701542],"domain_scores_gemma":[0.99255997,0.00041329412,0.0014527084,0.00011621952,0.0053263237,0.00013146011],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0076329946,0.00012468251,0.00023151784,0.00062161527,0.0011743695,0.00051101146,0.0006311584,0.00008051655,0.000003340488],"category_scores_gemma":[0.017020786,0.00010140697,0.00012061642,0.004620142,0.0033254246,0.029373093,0.00022109243,0.0001760098,0.000014248275],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007924518,0.00005973732,0.0018659167,0.0002908056,0.00004880167,1.4471616e-9,0.06667701,0.0000029061084,0.009902744,0.14496681,0.01051507,0.76559097],"study_design_scores_gemma":[0.00052002835,0.00034298867,0.004357316,0.000048276157,0.00003560423,9.554532e-7,0.20975031,0.012738731,0.013936477,0.0044910936,0.7535471,0.00023112087],"about_ca_topic_score_codex":0.00029646547,"about_ca_topic_score_gemma":0.0000069125463,"teacher_disagreement_score":0.7653598,"about_ca_system_score_codex":0.00030586138,"about_ca_system_score_gemma":0.0005241844,"threshold_uncertainty_score":0.99938697},"labels":[],"label_agreement":null},{"id":"W2127840133","doi":"10.1186/1748-5908-5-43","title":"Safety in home care: A research protocol for studying medication management","year":2010,"lang":"en","type":"article","venue":"Implementation Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Victorian Order of Nurses; Dalhousie University; Alberta Health Services; Royal Alexandra Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation; Canadian Health Services Research Foundation","keywords":"Focus group; Medicine; Qualitative research; Health care; Protocol (science); Nursing; Health services research; Patient safety; Health administration; Sample (material); Public health; Business; Alternative medicine; Marketing; Sociology","score_opus":0.8518813865936021,"score_gpt":0.8119390841456042,"score_spread":0.0399423024479979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127840133","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.410701,0.0000037765205,0.012655887,0.0044083437,0.0007316137,0.53786206,0.000021332473,0.00013558903,0.033480424],"genre_scores_gemma":[0.67017967,0.0000014141469,0.012667173,0.000047063564,0.000085774314,0.3169249,0.0000019629883,0.0000061598007,0.00008588263],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99533665,0.00069997826,0.00033840165,0.00041644296,0.0023749913,0.00083354325],"domain_scores_gemma":[0.9981633,0.00066532067,0.0000768123,0.00024943327,0.0006148647,0.00023030916],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03934178,0.000061919534,0.000082347666,0.0005896593,0.0015909764,0.00023456437,0.0007553612,0.000032227526,0.0003068953],"category_scores_gemma":[0.001673726,0.00006078444,0.000019736224,0.002239577,0.0012090843,0.0007123716,0.00017128038,0.00021429441,0.000019431927],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013686308,0.00016016883,0.07222399,0.00010823709,0.00000593665,0.0000034298937,0.09686715,0.000005087732,0.02632229,0.2862359,0.00068682974,0.5172441],"study_design_scores_gemma":[0.004535713,0.00024874302,0.39744607,0.000039810144,0.0000046663945,2.731652e-7,0.18732159,0.0002809527,0.0111369705,0.0137654925,0.38493744,0.00028229295],"about_ca_topic_score_codex":0.00078978826,"about_ca_topic_score_gemma":0.007834599,"teacher_disagreement_score":0.5169618,"about_ca_system_score_codex":0.0005500175,"about_ca_system_score_gemma":0.0012160287,"threshold_uncertainty_score":0.99970883},"labels":[],"label_agreement":null},{"id":"W2128758146","doi":"10.1093/heapro/dau109","title":"Participatory photography gives voice to young non-drivers in New Zealand","year":2014,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living Society of British Columbia","funders":"University of Otago","keywords":"Photovoice; Citizen journalism; Public relations; Exhibition; Public health; Psychology; Public transport; Licensure; Applied psychology; Medical education; Sociology; Political science; Medicine; Nursing; Economic growth; Geography","score_opus":0.466841083758836,"score_gpt":0.6245132978069299,"score_spread":0.1576722140480939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128758146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9313653,0.000014245619,0.022936417,0.027551321,0.0018148682,0.0009971715,0.000010932843,0.00010483557,0.015204919],"genre_scores_gemma":[0.992122,0.000030917276,0.0032681879,0.00086977985,0.00048526176,0.00010469916,0.000006474122,0.000011992528,0.0031006907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99666977,0.0012856409,0.00034672362,0.00030099665,0.0008240026,0.0005728943],"domain_scores_gemma":[0.9987148,0.00021257924,0.00011385608,0.00013205412,0.00014476215,0.0006819413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004905158,0.00009593778,0.00015950673,0.0003933987,0.00023941517,0.000070491624,0.00032405666,0.000067050685,0.00046048037],"category_scores_gemma":[0.0014671548,0.00010467161,0.000050486567,0.0004893661,0.00012301402,0.0002761982,0.000055545068,0.00020187737,0.00022944517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076384415,0.00044779034,0.86587304,0.000031931537,0.000028406406,0.0000040061987,0.06991648,0.00011309005,0.00062617916,0.014711933,0.022075735,0.02609503],"study_design_scores_gemma":[0.0009895852,0.0004404527,0.6846706,0.00016093026,0.0000031785532,7.40319e-7,0.001361152,0.002397295,0.0002948619,0.003546826,0.3059055,0.0002288584],"about_ca_topic_score_codex":0.008007946,"about_ca_topic_score_gemma":0.014046753,"teacher_disagreement_score":0.28382978,"about_ca_system_score_codex":0.00040434086,"about_ca_system_score_gemma":0.0008168511,"threshold_uncertainty_score":0.9985978},"labels":[],"label_agreement":null},{"id":"W2128817373","doi":"10.1177/160940690700600202","title":"Temporary Transience and Qualitative Research: Methodological Lessons from Fieldwork with Independent Travelers and Seasonal Workers","year":2007,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Data collection; Participant observation; Qualitative research; Qualitative property; Perception; Sociology; Public relations; Geography; Psychology; Social science; Political science; Computer science","score_opus":0.9798551675796,"score_gpt":0.8359920576554216,"score_spread":0.1438631099241784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128817373","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46548682,0.0006660763,0.5246124,0.0068982826,0.00022943228,0.00014942259,0.000018156643,0.000009511847,0.0019298706],"genre_scores_gemma":[0.5371571,0.00014337519,0.4622129,0.00014033016,0.0002088582,0.0000063589314,0.0000010500639,0.000009935522,0.00012009627],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9249166,0.07020081,0.00083138887,0.00043183807,0.0029911045,0.00062822376],"domain_scores_gemma":[0.91677415,0.080351785,0.00044526978,0.00010775451,0.0016895443,0.00063147093],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19347668,0.00018472079,0.0004784368,0.00048117305,0.00037546616,0.00017949955,0.0006148605,0.0001573501,0.00013309624],"category_scores_gemma":[0.02673767,0.0001405282,0.00010304836,0.0005496081,0.0031167166,0.0006001691,0.00011150766,0.0012115034,0.000001343759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029287417,0.00016880773,0.006416584,0.000010800331,0.00060258317,0.00032099924,0.78756547,0.0000068935055,0.00434298,0.056053072,0.00018135582,0.14140172],"study_design_scores_gemma":[0.0011963575,0.0007206553,0.03969319,0.00025081812,0.00003805898,0.000029954517,0.7987548,0.000032659533,0.0034421883,0.15077627,0.0047940025,0.000271013],"about_ca_topic_score_codex":0.0012205202,"about_ca_topic_score_gemma":0.0003897025,"teacher_disagreement_score":0.16673902,"about_ca_system_score_codex":0.00025583475,"about_ca_system_score_gemma":0.00068453624,"threshold_uncertainty_score":0.99959624},"labels":[],"label_agreement":null},{"id":"W2129759152","doi":"10.1177/1524839914521211","title":"Novel Methods to Collect Meaningful Data From Adolescents for the Development of Health Interventions","year":2014,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Psychological intervention; Focus group; Storytelling; Intervention (counseling); Psychology; Population; Qualitative research; Medical education; Target audience; Applied psychology; Qualitative property; Medicine; Computer science; Sociology; Advertising; Narrative","score_opus":0.9076923122719248,"score_gpt":0.7695821121649435,"score_spread":0.13811020010698127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129759152","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005816319,0.00022985619,0.95581144,0.040081482,0.0005096653,0.0022915762,0.000054443783,0.000043295553,0.00039660808],"genre_scores_gemma":[0.061529174,0.000044270284,0.9359792,0.001714165,0.00015516677,0.0002908957,0.00003261659,0.000019751924,0.00023475179],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831821,0.013825407,0.0010620335,0.0004663528,0.0008069466,0.00065716053],"domain_scores_gemma":[0.99039423,0.0070787515,0.0009195847,0.0006814146,0.00050922006,0.00041681834],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10089843,0.00010694722,0.0003283794,0.00010553721,0.0018299377,0.00007541173,0.00082281,0.00005730894,0.00007176787],"category_scores_gemma":[0.07203645,0.00009091716,0.00005681929,0.00061773136,0.000106348234,0.0005046874,0.00030560142,0.0002437838,0.000029473085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018794478,0.002221715,0.0003053115,0.00078879413,0.00012953553,8.167016e-8,0.07787686,0.000018631876,0.0005171343,0.0072167907,0.008314546,0.90242267],"study_design_scores_gemma":[0.0008692834,0.0008028542,0.008077522,0.0009894609,0.000044514927,6.1631516e-7,0.014105563,0.004040487,0.00035903702,0.00072189973,0.9698003,0.00018844329],"about_ca_topic_score_codex":0.0030983638,"about_ca_topic_score_gemma":0.00532488,"teacher_disagreement_score":0.96148574,"about_ca_system_score_codex":0.0004750765,"about_ca_system_score_gemma":0.0033619313,"threshold_uncertainty_score":0.9994695},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2131537556","doi":"","title":"Girls Are So Complicated! Re-Imagining Addiction Support in Context","year":2010,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Addiction; Perspective (graphical); Narrative; Psychology; Context (archaeology); Point (geometry); Social psychology; Developmental psychology; Psychiatry; Visual arts; Art; History","score_opus":0.5733251826240426,"score_gpt":0.643884007790961,"score_spread":0.07055882516691836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131537556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58069456,0.000020924432,0.0007431278,0.0042224242,0.00044708868,0.00035573076,0.000006598734,0.00020415623,0.41330537],"genre_scores_gemma":[0.99500597,0.0000072707326,0.0012520831,0.0005280737,0.000138029,0.00004105426,0.0000024967742,0.000009958137,0.0030150786],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979588,0.00058018486,0.00022497034,0.00024692164,0.0004648605,0.00052426127],"domain_scores_gemma":[0.9988715,0.00044356802,0.00006880305,0.00020884578,0.00013320317,0.00027409825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038184896,0.00008071303,0.00016055469,0.00012183124,0.00035082112,0.0001298736,0.0002827637,0.000107647116,0.0051941546],"category_scores_gemma":[0.0023786472,0.000078146,0.000039223964,0.00040447447,0.00059822755,0.00030741276,0.000060120023,0.00046919755,0.00050291844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087106346,0.00042044776,0.56121325,0.00001538753,0.000032497883,0.00006801241,0.054741886,0.000004569304,0.042870305,0.13416809,0.022875076,0.18350339],"study_design_scores_gemma":[0.0005120264,0.000052609197,0.17565383,0.00001849384,0.000006236312,0.0000010022785,0.019932814,0.00065032195,0.0052742907,0.0015405479,0.79611963,0.00023822552],"about_ca_topic_score_codex":0.006035545,"about_ca_topic_score_gemma":0.0754151,"teacher_disagreement_score":0.77324456,"about_ca_system_score_codex":0.00006401465,"about_ca_system_score_gemma":0.00036515723,"threshold_uncertainty_score":0.99571526},"labels":[],"label_agreement":null},{"id":"W2132493916","doi":"10.1177/1476750310388052","title":"‘A new view of body image’: A school-based participatory action research project with young Aboriginal women","year":2010,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Participatory action research; General partnership; Action research; Citizen journalism; Action (physics); Variety (cybernetics); Work (physics); Medical education; Gender studies; Sociology; Pedagogy; Public relations; Political science; Medicine; Engineering","score_opus":0.7702984187213541,"score_gpt":0.737132362063188,"score_spread":0.033166056658166077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132493916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97821075,0.00005787588,0.0009898151,0.0011802481,0.0003350724,0.001583641,0.0000065251074,0.00012676301,0.017509315],"genre_scores_gemma":[0.9862584,0.00017438509,0.0043706624,0.000021365522,0.00078893563,0.0009788154,0.000003419555,0.000050013034,0.007353989],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9802741,0.010410725,0.00044718615,0.0006999745,0.005810158,0.002357861],"domain_scores_gemma":[0.992323,0.002414666,0.00013164712,0.00081002613,0.0030280312,0.0012926335],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04859901,0.00019490045,0.00034961087,0.0013239238,0.0016927898,0.00041339776,0.0008507206,0.00028530965,0.003084173],"category_scores_gemma":[0.008861944,0.00017253583,0.00007973666,0.004442563,0.0024493835,0.0010953555,0.0001082679,0.0033784101,0.00039738082],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042123385,0.0013620263,0.072506785,0.0005691334,0.0001841403,0.000095385025,0.020621236,0.000011009232,0.79154,0.011443867,0.033389073,0.064064994],"study_design_scores_gemma":[0.0019985058,0.0022745763,0.05533298,0.00018885068,0.000022604938,0.0000055255146,0.030659316,0.00066614064,0.12252448,0.0021245675,0.7836918,0.000510656],"about_ca_topic_score_codex":0.030879943,"about_ca_topic_score_gemma":0.013257986,"teacher_disagreement_score":0.75030273,"about_ca_system_score_codex":0.0011833718,"about_ca_system_score_gemma":0.018923385,"threshold_uncertainty_score":0.99960685},"labels":[],"label_agreement":null},{"id":"W2132930819","doi":"10.1080/02508281.2011.11081664","title":"Photography and Children: Auto-driven Photo-elicitation","year":2011,"lang":"en","type":"article","venue":"Tourism Recreation Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Section (typography); Library science; Tourism; Visual arts; Art history; Sociology; Media studies; Art; Advertising; Computer science; History; Business; Archaeology","score_opus":0.6896706518966961,"score_gpt":0.626340577066623,"score_spread":0.06333007483007302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132930819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.895084,0.00017184453,0.0007413372,0.00023104767,0.00005970814,0.00092207774,0.0000052219743,0.000121720004,0.10266303],"genre_scores_gemma":[0.9903798,0.0005463248,0.006156422,0.000060287115,0.00021435652,0.00024697004,0.000006981333,0.000022399196,0.0023664455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933876,0.0038201585,0.00023352302,0.00038532758,0.0014143077,0.00075913017],"domain_scores_gemma":[0.99784684,0.00074820087,0.00008188548,0.00026619373,0.0005658898,0.00049097114],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009092592,0.00010950897,0.00016120526,0.0006630498,0.0011382615,0.00014539508,0.0003257642,0.00016454398,0.0016796346],"category_scores_gemma":[0.0033140916,0.00010968853,0.000056170564,0.0012823186,0.0011472959,0.00038421404,0.00010317138,0.00045475367,0.0001511326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056988554,0.0008378881,0.5151882,0.00005537642,0.00021787258,0.00007573488,0.14903483,0.0000018986609,0.020563161,0.10157523,0.017811036,0.19406888],"study_design_scores_gemma":[0.0007704288,0.00039265206,0.9290547,0.0000668592,0.00002045365,0.0000021633361,0.007315978,0.0010034837,0.011734861,0.01910073,0.030177321,0.00036038214],"about_ca_topic_score_codex":0.013036742,"about_ca_topic_score_gemma":0.00062545197,"teacher_disagreement_score":0.4138665,"about_ca_system_score_codex":0.00011639547,"about_ca_system_score_gemma":0.0002768626,"threshold_uncertainty_score":0.99923295},"labels":[],"label_agreement":null},{"id":"W2134997184","doi":"10.1002/meet.14505001003","title":"Exploring the complexities of information practices through arts‐based research","year":2013,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"McGill University","keywords":"The arts; Citizen journalism; Function (biology); Data science; Sociology; Computer science; Knowledge management; World Wide Web; Visual arts; Art","score_opus":0.791792825055365,"score_gpt":0.6199266760257929,"score_spread":0.1718661490295721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134997184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97208494,0.0000090364765,0.00031336845,0.019077701,0.000041739662,0.000815954,0.0000044941885,0.000041477862,0.0076112817],"genre_scores_gemma":[0.98776156,0.00008731363,0.0113912355,0.00034762706,0.000015773336,0.00038413127,2.5519944e-7,0.0000019360539,0.000010187658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9978795,0.00002411203,0.0003265631,0.000083342864,0.0012488462,0.0004376085],"domain_scores_gemma":[0.9937059,0.0006518477,0.0010021856,0.00012819545,0.004464205,0.00004763825],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009828802,0.0000608909,0.00014190868,0.00024083511,0.0015210353,0.00023262804,0.00100535,0.000032604512,0.00000363853],"category_scores_gemma":[0.014966547,0.000038177564,0.0000615269,0.004509763,0.015224277,0.010572818,0.00027530114,0.00021625735,0.0000032594578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002566061,0.000027186323,0.0055394014,0.0001560105,0.000022090651,1.7335359e-9,0.07799995,0.0000038477824,0.014953884,0.8203854,0.0036632644,0.07722332],"study_design_scores_gemma":[0.00022905263,0.00029640464,0.008278168,0.000050368733,0.000012090108,6.201954e-7,0.73625964,0.0024886357,0.070942916,0.034285974,0.14703694,0.00011917344],"about_ca_topic_score_codex":0.0010801462,"about_ca_topic_score_gemma":0.000005759964,"teacher_disagreement_score":0.78609943,"about_ca_system_score_codex":0.000105796295,"about_ca_system_score_gemma":0.000546271,"threshold_uncertainty_score":0.99977887},"labels":[],"label_agreement":null},{"id":"W2135022338","doi":"10.1111/area.12104","title":"Critiquing the politics of participatory video and the dangerous romance of liberalism","year":2014,"lang":"en","type":"article","venue":"Area","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Johannesburg","keywords":"Sociology; Technocracy; Politics; Agency (philosophy); Participatory GIS; Reflexivity; Public relations; Social change; Citizen journalism; Political science; Social science; Law","score_opus":0.4601275798726101,"score_gpt":0.5668155152421973,"score_spread":0.1066879353695872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135022338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866205,0.0004967095,0.00063985353,0.002907306,0.00007736609,0.00017282543,0.0000032486444,0.00001450866,0.009067715],"genre_scores_gemma":[0.9988443,0.000050017952,0.00031215686,0.00034121657,0.0000922852,0.000027833225,1.3441289e-7,0.000006163047,0.0003258844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968144,0.002174398,0.0002028258,0.00010448047,0.0003946547,0.0003092393],"domain_scores_gemma":[0.9960923,0.00333546,0.000092035865,0.00026571113,0.00012090142,0.00009360016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006089588,0.000057065663,0.00017006404,0.000021776184,0.00031964577,0.000024294639,0.00028973058,0.000039409962,0.000023145123],"category_scores_gemma":[0.00559985,0.000033389955,0.000043942087,0.00014462328,0.0024089413,0.00008896698,0.00008742119,0.00010714618,0.0000020958867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038866994,0.000044156215,0.014588225,0.000041228504,0.000031297248,0.0000010158518,0.08138319,0.000009766886,0.0013091859,0.8943886,0.0007633336,0.0074011306],"study_design_scores_gemma":[0.0041008596,0.0005821687,0.26663202,0.00047109032,0.00032169462,0.0000042963807,0.039654374,0.008622717,0.047427814,0.45754454,0.17391849,0.0007199492],"about_ca_topic_score_codex":0.0022709153,"about_ca_topic_score_gemma":0.00033176332,"teacher_disagreement_score":0.43684405,"about_ca_system_score_codex":0.000016753851,"about_ca_system_score_gemma":0.00008382525,"threshold_uncertainty_score":0.8875844},"labels":[],"label_agreement":null},{"id":"W2135499567","doi":"10.1177/1557988312464038","title":"The Limitations of Language","year":2012,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Variety (cybernetics); Photo elicitation; Expression (computer science); Storytelling; Qualitative research; Psychology; Emotional expression; Applied psychology; Developmental psychology; Computer science; Sociology; Linguistics; Social science; Narrative; Visual arts","score_opus":0.6542705578008007,"score_gpt":0.6816603159277633,"score_spread":0.02738975812696265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135499567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96145034,0.0032786154,0.0015109158,0.016331956,0.00026044677,0.0001443221,0.0000025973193,0.000007561661,0.017013263],"genre_scores_gemma":[0.9935183,0.0018186269,0.004056513,0.00021347497,0.00023524018,0.0000016599731,5.6161653e-8,0.000004221637,0.00015191668],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9963091,0.0024450687,0.0003011067,0.00002893786,0.0005370927,0.00037871918],"domain_scores_gemma":[0.99654925,0.0022684585,0.0005461834,0.00008911093,0.0001456047,0.00040137453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012325131,0.00003313718,0.00016085066,0.000052528932,0.00033027036,0.000012196107,0.00022205178,0.000008821553,0.000012207934],"category_scores_gemma":[0.0032703017,0.000021677297,0.000050406998,0.00033260148,0.0006587744,0.00013955726,0.00001435036,0.00014942996,0.0000055308683],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039076556,0.000089526526,0.010004247,0.00000328979,0.00003185171,8.4713975e-7,0.14375833,0.0000020668858,0.00025087674,0.014478801,0.0023650327,0.82897604],"study_design_scores_gemma":[0.00027096426,0.0013334559,0.07845516,0.000040434938,0.000016328386,0.00000577249,0.51346225,0.000013916578,0.00041533844,0.00047957274,0.40541735,0.00008944721],"about_ca_topic_score_codex":0.0012610982,"about_ca_topic_score_gemma":0.00019861611,"teacher_disagreement_score":0.8288866,"about_ca_system_score_codex":0.00012300194,"about_ca_system_score_gemma":0.00094851723,"threshold_uncertainty_score":0.4271669},"labels":[],"label_agreement":null},{"id":"W2136341920","doi":"10.1177/1745499915581084","title":"Research goes to the cinema: The veracity of videography <i>with, for</i> and <i>by</i> youth","year":2015,"lang":"en","type":"article","venue":"Research in Comparative and International Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Videography; Filmmaking; Praxis; Movie theater; Sociology; Photo elicitation; Citizen journalism; Invisibility; Framing (construction); Witness; Participatory action research; Media studies; Visual arts; Aesthetics; Political science; Anthropology; History; Art; Law","score_opus":0.9241696379323744,"score_gpt":0.760129683460588,"score_spread":0.16403995447178643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136341920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96026224,0.0010999689,0.000454041,0.024998527,0.00014561672,0.0010889996,0.000027532895,0.000004188762,0.01191891],"genre_scores_gemma":[0.99782026,0.00018523405,0.00038624607,0.00011821267,0.0001770881,0.00037688264,0.0000063050647,0.000004030331,0.00092576287],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954589,0.0026421016,0.0001648545,0.00021579344,0.0011926104,0.0003257262],"domain_scores_gemma":[0.9940782,0.0031225297,0.000037350626,0.00014375031,0.0024146703,0.00020346108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01805729,0.00005788425,0.000109443805,0.0002937161,0.00047475414,0.00016782337,0.0004257008,0.000032379285,0.000006339992],"category_scores_gemma":[0.0026113957,0.000034062115,0.000015116189,0.0009899968,0.0012500989,0.00023935726,0.0001274167,0.00033943818,0.0000037612992],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017293055,0.0011158094,0.1432999,0.00005318467,0.00012149471,4.812556e-7,0.440801,0.00006673831,0.0013902099,0.2051853,0.17607622,0.030160367],"study_design_scores_gemma":[0.00082271994,0.0009786814,0.037254732,0.00020688011,0.000007382177,9.430331e-7,0.3563328,0.00046330554,0.003000069,0.03856832,0.5621956,0.00016855838],"about_ca_topic_score_codex":0.0038119985,"about_ca_topic_score_gemma":0.0026527797,"teacher_disagreement_score":0.3861194,"about_ca_system_score_codex":0.00012833191,"about_ca_system_score_gemma":0.000975073,"threshold_uncertainty_score":0.6258333},"labels":[],"label_agreement":null},{"id":"W2138188103","doi":"10.1177/1049732311405799","title":"Include Them and They Will Tell You: Learnings From a Participatory Process With Youth","year":2011,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; McGill University; University of Prince Edward Island","funders":"","keywords":"Dramatization; Participatory action research; Citizen journalism; Focus group; Visibility; Psychology; Exploratory research; Medical education; Pedagogy; Applied psychology; Sociology; Political science; Medicine; Social science; Geography","score_opus":0.9641496096722615,"score_gpt":0.7663265464738657,"score_spread":0.19782306319839582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138188103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97758114,0.00048313473,0.00048086498,0.0017957829,0.000037061538,0.0011045301,0.000055332046,0.00010861066,0.018353526],"genre_scores_gemma":[0.995086,0.00023788611,0.0030499813,0.000265251,0.00012614518,0.00031599775,0.0000060614198,0.000045901335,0.00086676364],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96113384,0.032913122,0.00048435287,0.00073890184,0.0027195136,0.002010291],"domain_scores_gemma":[0.9915295,0.0053362255,0.00020263759,0.00037825137,0.0010757683,0.0014775825],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05520224,0.00021522194,0.00045868233,0.00024669297,0.0021351895,0.00012719046,0.0005827342,0.00014863076,0.0005051031],"category_scores_gemma":[0.0102722235,0.00016884616,0.00004025513,0.0009383578,0.0033237822,0.0006249805,0.0002191153,0.0012950758,0.0001543573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046009847,0.00020425316,0.019664789,0.00009417874,0.000039775598,0.000009605407,0.95883095,3.3883063e-7,0.000027062977,0.01450286,0.00009372357,0.0060723685],"study_design_scores_gemma":[0.00059923227,0.0011539413,0.010655425,0.00018803534,0.000008655936,3.195443e-7,0.9421564,0.0000439683,0.0003480959,0.040556345,0.004036656,0.00025293083],"about_ca_topic_score_codex":0.050690975,"about_ca_topic_score_gemma":0.007072496,"teacher_disagreement_score":0.044930015,"about_ca_system_score_codex":0.0003998381,"about_ca_system_score_gemma":0.003178207,"threshold_uncertainty_score":0.9993886},"labels":[],"label_agreement":null},{"id":"W2138368329","doi":"10.1177/1757975910393165","title":"Tackling inequity through a Photovoice project on the social determinants of health","year":2011,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wellesley Institute","funders":"","keywords":"Photovoice; Neighbourhood (mathematics); Immigration; Storytelling; Public health; Political science; Sociology; Public relations; Environmental health; Gerontology; Nursing; Medicine; Economic growth; Law","score_opus":0.8339111388868146,"score_gpt":0.7094731754306293,"score_spread":0.1244379634561853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138368329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97999847,0.00009552408,0.0014363809,0.0031189795,0.0003606518,0.0021717025,0.000046595185,0.00008979737,0.012681881],"genre_scores_gemma":[0.9976467,0.000075689844,0.0013557235,0.00063465175,0.00014554553,0.00009437068,0.0000016866426,0.000007794886,0.000037832753],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9909975,0.006471465,0.0005473314,0.00027702845,0.00083314016,0.00087356544],"domain_scores_gemma":[0.99884135,0.00015173889,0.0005127901,0.00019237441,0.00016453973,0.0001372216],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014037531,0.00011908448,0.00031666146,0.000033652603,0.0015942565,0.000021217023,0.00034012905,0.00009754667,0.00006361922],"category_scores_gemma":[0.0014059057,0.000091129325,0.00007353654,0.000714801,0.00040322528,0.00021391793,0.00007657735,0.0002177574,0.000027142969],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037307874,0.002892435,0.043408193,0.0009580289,0.000041654035,0.0000064121364,0.34071487,7.818299e-7,0.000060928676,0.18896912,0.0046989704,0.41787553],"study_design_scores_gemma":[0.0031541975,0.017872328,0.69903904,0.0022529315,0.000048918144,0.000008902546,0.07331432,0.0011177638,0.004810517,0.15936987,0.037669115,0.0013421059],"about_ca_topic_score_codex":0.03742785,"about_ca_topic_score_gemma":0.0058391346,"teacher_disagreement_score":0.6556308,"about_ca_system_score_codex":0.0009716552,"about_ca_system_score_gemma":0.003105069,"threshold_uncertainty_score":0.99970555},"labels":[],"label_agreement":null},{"id":"W2138816593","doi":"10.19030/jier.v9i1.7505","title":"Engaging Youth In Creating A Healthy School Environment: A Photovoice Strategy","year":2012,"lang":"en","type":"article","venue":"Journal of International Education Research (JIER)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"","keywords":"Photovoice; Medical education; Psychology; Government (linguistics); Pedagogy; Psychological intervention; Photo elicitation; Narrative; Needs assessment; Perception; Sociology; Nursing; Medicine","score_opus":0.7045710213971507,"score_gpt":0.6986538880019956,"score_spread":0.005917133395155094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138816593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9413914,0.001196526,0.00030891487,0.0030385263,0.0009666598,0.0003162367,0.000006633159,0.000008689692,0.052766398],"genre_scores_gemma":[0.99300814,0.00080446474,0.0024359475,0.00017618177,0.0019070008,0.00004103458,0.0000034254017,0.000015101395,0.0016087324],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99180865,0.003929503,0.00066031225,0.0001657357,0.0026323942,0.0008033985],"domain_scores_gemma":[0.9960305,0.0014892652,0.00032507366,0.00014979015,0.0010856477,0.00091968937],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029379284,0.000100007404,0.00018179073,0.0011013283,0.00046252724,0.00022826574,0.0006938533,0.00008929011,0.0018184076],"category_scores_gemma":[0.023217108,0.00009759994,0.00008260749,0.0006126234,0.0002956556,0.0013761498,0.00009712532,0.001349855,0.00010436142],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071857165,0.0046715275,0.7357739,0.00007870451,0.00015478504,0.000024130168,0.14287339,0.00030873014,0.0065012304,0.026496708,0.0040888186,0.0783095],"study_design_scores_gemma":[0.0014284255,0.0004511522,0.26421836,0.0006357062,0.000025000172,0.000026155849,0.5075208,0.00063843775,0.0018068736,0.004590166,0.21823166,0.00042726175],"about_ca_topic_score_codex":0.0022015434,"about_ca_topic_score_gemma":0.0001118049,"teacher_disagreement_score":0.47155553,"about_ca_system_score_codex":0.0022104827,"about_ca_system_score_gemma":0.0044771503,"threshold_uncertainty_score":0.99945825},"labels":[],"label_agreement":null},{"id":"W2139426755","doi":"10.1111/j.1466-769x.2008.00360.x","title":"Photo methods for qualitative research in nursing: an ontological and epistemological perspective","year":2008,"lang":"en","type":"article","venue":"Nursing Philosophy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University; University of Alberta","funders":"","keywords":"Epistemology; Relativism; Perspective (graphical); Realism; Qualitative research; Process (computing); Sociology; Nursing literature; Psychology; Philosophy; Social science; Medicine; Computer science","score_opus":0.9264195710053891,"score_gpt":0.809237743747877,"score_spread":0.11718182725751203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139426755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61467683,0.0047344565,0.03050361,0.045217104,0.0007559456,0.0037952482,0.000023011286,0.00028971842,0.3000041],"genre_scores_gemma":[0.87778854,0.000051276947,0.12133979,0.00009353717,0.00041063997,0.00019549839,0.0000023268342,0.000018549705,0.00009984207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9745643,0.022596631,0.00031638605,0.0007383693,0.0007269782,0.001057331],"domain_scores_gemma":[0.9912728,0.007302627,0.00006520293,0.0002450076,0.00057007285,0.00054429664],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.021286497,0.00017264544,0.00043241627,0.00039424724,0.0014618788,0.00006597059,0.00037535306,0.00030865654,0.00003880702],"category_scores_gemma":[0.009984044,0.00016005033,0.00008422166,0.000883241,0.007464231,0.00030410755,0.000030476418,0.00070426386,0.000009763056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004474837,0.0007480299,0.00021004575,0.000007567405,0.000008152058,0.000021139442,0.29160044,8.013083e-7,0.0006041109,0.6906306,0.00010717719,0.015614419],"study_design_scores_gemma":[0.00055135123,0.0011166782,0.0023424327,0.0001631351,0.000007490079,0.000006760344,0.06443009,0.00034354642,0.00031047364,0.929274,0.0012504639,0.0002035583],"about_ca_topic_score_codex":0.0004722133,"about_ca_topic_score_gemma":0.00004089783,"teacher_disagreement_score":0.29990423,"about_ca_system_score_codex":0.001374596,"about_ca_system_score_gemma":0.00042754656,"threshold_uncertainty_score":0.99983805},"labels":[],"label_agreement":null},{"id":"W2139969426","doi":"10.1177/1476750308099595","title":"The `f' word has everything to do with it","year":2009,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Transformative learning; Action (physics); Epistemology; Sociology; Power (physics); Action research; Critical theory; Dynamics (music); Philosophy","score_opus":0.8981628004827997,"score_gpt":0.7558242999855898,"score_spread":0.14233850049720997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139969426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65083075,0.00015607371,0.002202881,0.18777286,0.00027922494,0.0013195615,0.0000011491821,0.00013770488,0.1572998],"genre_scores_gemma":[0.98477054,0.00008942887,0.0007648379,0.0003579594,0.00029578566,0.00006907561,2.2109228e-7,0.000008066005,0.0136441],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993213,0.003134979,0.00012683224,0.00025201266,0.0023193564,0.0009538108],"domain_scores_gemma":[0.9964059,0.0022746034,0.000023245399,0.0003250887,0.0005374148,0.00043373439],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019321956,0.000064775486,0.00008233632,0.00017720279,0.0039772205,0.00088812236,0.0005292056,0.000063403975,0.00022246162],"category_scores_gemma":[0.007028677,0.000043202464,0.000027685317,0.0015489525,0.00059561635,0.00032912192,0.00006613946,0.0006328164,0.0004406581],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006028384,0.00013293372,0.0024466151,0.000005539113,0.000027925751,0.000029428102,0.030059958,0.00004966594,0.0036100587,0.036099773,0.08933029,0.837605],"study_design_scores_gemma":[0.00010907608,0.00026517498,0.0131488815,0.00002352175,0.000001478807,6.543577e-7,0.015651744,0.000039637926,0.0013459208,0.0035946958,0.96574026,0.00007892774],"about_ca_topic_score_codex":0.0012437487,"about_ca_topic_score_gemma":0.0028608916,"teacher_disagreement_score":0.87641,"about_ca_system_score_codex":0.0003680474,"about_ca_system_score_gemma":0.0007833522,"threshold_uncertainty_score":0.99731946},"labels":[],"label_agreement":null},{"id":"W2139984046","doi":"10.1111/j.1541-0064.2012.00430.x","title":"Community‐based participatory research involving Indigenous peoples in Canadian geography: Progress? An editorial introduction","year":2012,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Geographer; Indigenous; Citation; Library science; Citizen journalism; Queen (butterfly); Resource (disambiguation); Interlibrary loan; Geography; Sociology; Media studies; Cartography; World Wide Web; Computer science; Ecology","score_opus":0.2727733619996031,"score_gpt":0.4761228616290548,"score_spread":0.2033494996294517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139984046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795,0.003599986,7.7160877e-7,0.002191298,0.011758872,0.0014713167,0.00016176527,0.00019028613,0.0011256915],"genre_scores_gemma":[0.98266083,0.0005500997,0.00025649028,0.00031855196,0.014993913,0.00089029106,0.00017909074,0.00010877299,0.000041940148],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9771681,0.010951379,0.00077095657,0.0007775564,0.0016918929,0.008640111],"domain_scores_gemma":[0.9849341,0.0012221069,0.00016405685,0.0013398966,0.0011893068,0.011150534],"candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.027912268,0.00057628343,0.0006555428,0.018654248,0.008249422,0.0006435839,0.0017847196,0.0007845743,0.00021623529],"category_scores_gemma":[0.004663284,0.0006868327,0.00028017565,0.015892599,0.008849564,0.0019865562,0.000101005324,0.0024645869,0.00002875374],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044919125,0.0002052455,0.90940285,0.00007791773,0.0000709026,0.000042650718,0.0683746,0.000015730604,0.000023240907,0.00896699,0.010556392,0.0022185422],"study_design_scores_gemma":[0.0004009692,0.00032043186,0.4380989,0.000080061676,0.000038977814,0.0000031338323,0.11957224,0.000015381214,0.00003675186,0.001090301,0.43951324,0.00082959636],"about_ca_topic_score_codex":0.9990704,"about_ca_topic_score_gemma":0.9999886,"teacher_disagreement_score":0.47130397,"about_ca_system_score_codex":0.0022564463,"about_ca_system_score_gemma":0.009762309,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W2140072472","doi":"10.1177/1049732309358326","title":"Fathers: Locating Smoking and Masculinity in the Postpartum","year":2010,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Masculinity; Photovoice; Thematic analysis; Harm; Psychological intervention; Ethnography; Psychology; Gender studies; Developmental psychology; Qualitative research; Social psychology; Sociology; Psychiatry","score_opus":0.9144025694763205,"score_gpt":0.7940424786162706,"score_spread":0.12036009086004984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140072472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94041497,0.00036242587,0.0002094312,0.047383767,0.000100886915,0.00094685005,0.000005215815,0.000025491745,0.010550964],"genre_scores_gemma":[0.99642617,0.00018529796,0.0021916127,0.0006541688,0.00017554619,0.00018670833,0.0000012047475,0.000011697257,0.00016759553],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93368727,0.061430104,0.0004313481,0.00040729993,0.0024617203,0.0015822537],"domain_scores_gemma":[0.97512895,0.023508448,0.00008461984,0.0003205913,0.00048553818,0.00047183305],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.22483522,0.00009070479,0.0002013866,0.00026485344,0.0018895068,0.0002068047,0.00052913005,0.00010677578,0.00009439524],"category_scores_gemma":[0.047180902,0.000068518624,0.000030325427,0.0013672721,0.0022041635,0.00025178437,0.0001241524,0.0023530666,0.000033805685],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025625544,0.00008088563,0.0048496863,0.00006658271,0.000005020866,0.0000048434244,0.81887275,1.8692954e-7,0.00013641095,0.15139754,0.00041177703,0.024148704],"study_design_scores_gemma":[0.00029771874,0.00027173047,0.028413685,0.00007044681,9.4417163e-7,6.7971575e-7,0.8998785,0.00013059535,0.0000475128,0.03880203,0.031974,0.00011216714],"about_ca_topic_score_codex":0.021356579,"about_ca_topic_score_gemma":0.025407175,"teacher_disagreement_score":0.17765431,"about_ca_system_score_codex":0.00019934442,"about_ca_system_score_gemma":0.0016690018,"threshold_uncertainty_score":0.99994856},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2141023989","doi":"10.19030/tlc.v10i4.8121","title":"Enhancing Food And Nutrition Curricula In Higher Education By Assigning Collaborative Food System Assessment Projects","year":2013,"lang":"en","type":"article","venue":"Journal of College Teaching & Learning (TLC)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Food systems; Curriculum; Photovoice; Citizen journalism; Food processing; Medical education; Nutrition Education; Student engagement; Psychology; Sociology; Pedagogy; Medicine; Food science; Computer science; Gerontology","score_opus":0.1537865565941852,"score_gpt":0.5098412233641085,"score_spread":0.35605466676992337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141023989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98707724,0.0010941103,0.001335658,0.0012289888,0.00049200596,0.00086148386,0.0000027984975,0.000043815708,0.007863887],"genre_scores_gemma":[0.98952943,0.000036945967,0.009133927,0.00003627775,0.00042082256,0.00013006957,0.0000012873779,0.000022601358,0.0006886348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9907345,0.0069179353,0.00065238815,0.00023263053,0.000985087,0.00047743507],"domain_scores_gemma":[0.9972304,0.0010693935,0.00074734166,0.00008902941,0.00056183996,0.00030195917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009551564,0.0001714636,0.00041537426,0.0004270927,0.0008953378,0.00034786807,0.0002194078,0.00014537794,0.000048553786],"category_scores_gemma":[0.0023146335,0.00015814275,0.000064739645,0.0006672411,0.000114629554,0.0011623116,0.00005239008,0.0014454637,0.0000038421686],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047311233,0.0063790763,0.20075981,0.002288122,0.000895472,0.00011609803,0.22822934,0.00053070334,0.21151502,0.22861275,0.028329885,0.0918706],"study_design_scores_gemma":[0.007229125,0.012213485,0.083571725,0.0128558,0.00024739912,0.00008046278,0.7508513,0.0029428827,0.007720462,0.0030968415,0.117449254,0.0017412712],"about_ca_topic_score_codex":0.0002621338,"about_ca_topic_score_gemma":0.000089133886,"teacher_disagreement_score":0.5226219,"about_ca_system_score_codex":0.0012721942,"about_ca_system_score_gemma":0.0015235137,"threshold_uncertainty_score":0.6886305},"labels":[],"label_agreement":null},{"id":"W2141295967","doi":"10.1177/1367877907083082","title":"Race-conscious transnational activists with cameras","year":2008,"lang":"en","type":"article","venue":"International Journal of Cultural Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Solidarity; Subordination (linguistics); Gaze; Hegemony; White (mutation); Negotiation; Documentation; Sociology; Race (biology); Power (physics); Gender studies; Media studies; Aesthetics; Political science; Law; Social science; Psychology; Politics; Art","score_opus":0.5780758859233804,"score_gpt":0.6382335901958145,"score_spread":0.060157704272434054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141295967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803217,0.000792538,0.00038041986,0.014971765,0.00062251335,0.000077420475,0.0000036157714,0.0000151234135,0.0028149202],"genre_scores_gemma":[0.9954397,0.00074355345,0.0019425775,0.00014084196,0.0004797598,0.000006187057,5.53999e-7,0.0000055337723,0.0012412764],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732316,0.0003508257,0.00029268002,0.00010003273,0.0017168582,0.00021642818],"domain_scores_gemma":[0.9962474,0.0005069064,0.00024328586,0.000038950584,0.002826757,0.00013669112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009946409,0.00009760903,0.00022110943,0.00011109592,0.00040598,0.00005132588,0.00039115158,0.00003235638,0.00009089553],"category_scores_gemma":[0.0015007544,0.00006252454,0.00010268486,0.00015685489,0.00095772033,0.000654108,0.000029437682,0.00021129184,0.000007163048],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034846156,0.0011365537,0.13861431,0.000030081621,0.009416167,0.003571169,0.6587953,0.00094046275,0.010929885,0.103415415,0.037367042,0.032298997],"study_design_scores_gemma":[0.0060310336,0.0012245168,0.28413573,0.00027332318,0.00017577312,0.0012139113,0.11483361,0.000053260916,0.0106092105,0.007414376,0.57310826,0.0009270155],"about_ca_topic_score_codex":0.000050187777,"about_ca_topic_score_gemma":0.00022195144,"teacher_disagreement_score":0.5439617,"about_ca_system_score_codex":0.00033833506,"about_ca_system_score_gemma":0.0003880439,"threshold_uncertainty_score":0.35287604},"labels":[],"label_agreement":null},{"id":"W2142481911","doi":"10.1177/1049732312462240","title":"Modifying the Diary Interview Method to Research the Lives of People With Dementia","year":2012,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; University of Alberta","keywords":"Dementia; Context (archaeology); Psychology; Interview; Ethnography; Citizen journalism; Qualitative research; Participatory action research; Semi-structured interview; Applied psychology; Sociology; Computer science; Medicine; Social science; World Wide Web; History","score_opus":0.9618647420649034,"score_gpt":0.8280666936751778,"score_spread":0.13379804838972553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142481911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38049304,0.04070161,0.2237203,0.28199068,0.0004863981,0.016828338,0.000113582915,0.00014714489,0.055518925],"genre_scores_gemma":[0.97686374,0.0005740056,0.01936191,0.00060877326,0.00028501515,0.0012999799,0.0000018683724,0.000035030873,0.0009696495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.64764047,0.34081703,0.00074881804,0.00045002287,0.006708131,0.0036355054],"domain_scores_gemma":[0.90976524,0.08519561,0.0001761597,0.0008950339,0.0026871094,0.001280857],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.52268237,0.00015149378,0.00041362984,0.00049317925,0.0041319793,0.0001521957,0.0015756924,0.00006911812,0.00035508318],"category_scores_gemma":[0.031506725,0.00008167456,0.00008305248,0.004866046,0.0027768083,0.00038801666,0.00075166224,0.0017872622,0.00019478858],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001078892,0.00017400156,0.0017399851,0.00023066501,0.000071501876,5.172928e-7,0.8698864,0.0000037056009,0.000118936034,0.08080806,0.0036897212,0.043168645],"study_design_scores_gemma":[0.00016249489,0.0007616362,0.008224844,0.0002416474,0.000006645813,5.484478e-7,0.91056514,0.00007294383,0.00046840275,0.00607927,0.073302306,0.00011410534],"about_ca_topic_score_codex":0.026638357,"about_ca_topic_score_gemma":0.006287348,"teacher_disagreement_score":0.59637076,"about_ca_system_score_codex":0.00054192875,"about_ca_system_score_gemma":0.0025544283,"threshold_uncertainty_score":0.99993706},"labels":[],"label_agreement":null},{"id":"W2142648397","doi":"10.33524/cjar.v15i1.120","title":"IS THERE AN ‘F’ IN YOUR PAR? UNDERSTANDING, TEACHING AND DOING ACTION RESEARCH","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Participatory action research; Action research; Sociology; Emancipation; Reflexivity; Subjectivity; Dissent; Pedagogy; Educational research; Salient; Feminism; Social justice; Action (physics); Photovoice; Epistemology; Engineering ethics; Social science; Political science; Gender studies; Law","score_opus":0.9347217573166245,"score_gpt":0.7353967568620097,"score_spread":0.19932500045461488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142648397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611585,0.00014855117,0.00059295853,0.014503153,0.00020226628,0.00024815882,0.0000013606516,0.000006561707,0.023138475],"genre_scores_gemma":[0.99827445,0.00013086363,0.0002836495,0.00006305982,0.0005485271,0.000006587158,1.8039003e-7,0.000016076456,0.0006766264],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9736695,0.022861391,0.0002838206,0.00019329078,0.0019055539,0.0010863992],"domain_scores_gemma":[0.9952264,0.0026263725,0.00009727104,0.00024010365,0.0006175154,0.0011923438],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.11898157,0.00008021846,0.00016040236,0.0013645687,0.005166968,0.0007739804,0.0006009426,0.00014729645,0.00027477506],"category_scores_gemma":[0.008337339,0.000063159816,0.00004160707,0.00093488756,0.0014197419,0.00079972774,0.000042536183,0.0036103362,0.0000170596],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005705513,0.00018516829,0.15066291,0.00011880231,0.00013073662,0.00019274607,0.3188323,0.00020033066,0.0141802,0.20370649,0.015731664,0.29548812],"study_design_scores_gemma":[0.0009894941,0.0011764454,0.08517019,0.00035034568,0.000013109935,0.00004420374,0.39495027,0.0025892875,0.0018112622,0.103504375,0.4090938,0.0003072067],"about_ca_topic_score_codex":0.21910846,"about_ca_topic_score_gemma":0.70937425,"teacher_disagreement_score":0.4902658,"about_ca_system_score_codex":0.0026174195,"about_ca_system_score_gemma":0.0035824103,"threshold_uncertainty_score":0.9986884},"labels":[],"label_agreement":null},{"id":"W2143559286","doi":"10.46743/2160-3715/2013.1534","title":"Found Poems, Member Checking and Crises of Representation","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Poetry; Feeling; Credibility; Coding (social sciences); Qualitative research; Psychology; Social psychology; Qualitative property; Computer science; Sociology; Epistemology; Literature; Art; Social science","score_opus":0.949092295807646,"score_gpt":0.8020594752657124,"score_spread":0.14703282054193356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143559286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9221982,0.00023400153,0.001731959,0.0012249434,0.00010933175,0.00024034474,0.0000018018487,0.000024577219,0.07423488],"genre_scores_gemma":[0.9953258,0.000020646914,0.0018106926,0.00002948063,0.00008455546,0.00002533281,0.0000012804398,0.000006690661,0.0026954894],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99399877,0.0044966293,0.00032249675,0.000165425,0.0008074663,0.000209196],"domain_scores_gemma":[0.99680895,0.0021034197,0.00025372987,0.00020940483,0.0004747997,0.00014970957],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022769265,0.0000592098,0.0001627685,0.000041674302,0.00019674421,0.000034765133,0.00011728141,0.00003557644,0.000037605434],"category_scores_gemma":[0.023795554,0.00004252541,0.000032825166,0.00028464233,0.0010043436,0.00022706404,0.00006255821,0.000088664856,0.000006780801],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008244431,0.0000490554,0.0100911325,0.000017358085,0.00006545911,0.00004193219,0.92112786,0.0000063454395,0.0014771002,0.062758535,0.001841129,0.002441664],"study_design_scores_gemma":[0.0003452854,0.00015028998,0.012852507,0.00003645825,0.000044921784,0.000016801781,0.791049,0.000070564354,0.00645257,0.15550832,0.03329425,0.00017903358],"about_ca_topic_score_codex":0.0048767417,"about_ca_topic_score_gemma":0.00025821014,"teacher_disagreement_score":0.13007885,"about_ca_system_score_codex":0.00006878888,"about_ca_system_score_gemma":0.00036128153,"threshold_uncertainty_score":0.98442745},"labels":[{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2144709416","doi":"10.1111/j.1365-2850.2005.00844.x","title":"Mothers talk about their children with schizophrenia: a performance autoethnography","year":2005,"lang":"en","type":"article","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Autoethnography; Ethnography; Schizophrenia (object-oriented programming); Psychology; Salient; Psychoanalysis; Sociology; Gender studies; Psychiatry; Anthropology; History","score_opus":0.11801373361454,"score_gpt":0.5129574448181053,"score_spread":0.39494371120356536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144709416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98095196,0.008893756,0.0005506995,0.007610105,0.00032870498,0.00026901,0.000003880774,0.000017787377,0.0013740776],"genre_scores_gemma":[0.9724354,0.0029208974,0.023505583,0.00036845874,0.0007037104,0.0000020569237,4.6580584e-7,0.000014308357,0.000049112314],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99794173,0.00044389121,0.0003809324,0.0001367022,0.000568801,0.00052792986],"domain_scores_gemma":[0.99886066,0.000049229442,0.0003835483,0.00008084123,0.00006207437,0.0005636461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002554447,0.000121193036,0.0002471395,0.0003011736,0.0009990642,0.00005636005,0.00017341189,0.000055337656,0.000023998966],"category_scores_gemma":[0.00001950777,0.0000883661,0.00007493487,0.000542486,0.00043132144,0.00043573242,0.000008803594,0.0003662144,0.0000015783128],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058370753,0.0003375458,0.0709281,0.00002948308,0.000058100057,6.4881334e-7,0.03353796,0.000018513425,0.000027596654,0.00041370132,0.0015726843,0.89249194],"study_design_scores_gemma":[0.008463964,0.0063672685,0.8809535,0.0017191542,0.00009500344,0.00039201597,0.040614918,0.0010277116,0.00021706444,0.00087117415,0.058568638,0.000709569],"about_ca_topic_score_codex":0.00010446845,"about_ca_topic_score_gemma":0.00009281786,"teacher_disagreement_score":0.8917824,"about_ca_system_score_codex":0.00028521463,"about_ca_system_score_gemma":0.0006704713,"threshold_uncertainty_score":0.76840955},"labels":[],"label_agreement":null},{"id":"W2145443030","doi":"10.1177/160940690500400403","title":"Co-producing Video Diaries: The Presence of the “Absent” Researcher","year":2005,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Situated; Construct (python library); Context (archaeology); Identity (music); Psychology; Sociology; Social psychology; Computer science; Aesthetics; Art; History","score_opus":0.935719252459591,"score_gpt":0.8072678309985705,"score_spread":0.1284514214610205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145443030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5423041,0.0021314407,0.29129362,0.1358513,0.0032003024,0.0008526985,0.000051916406,0.000024307416,0.02429033],"genre_scores_gemma":[0.8322761,0.00017132351,0.16281603,0.0004765508,0.001409669,0.000017381612,3.3881128e-7,0.0000162175,0.002816353],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.94753075,0.048036244,0.00083861983,0.00017833989,0.0030453845,0.00037067785],"domain_scores_gemma":[0.9715326,0.024742778,0.0007801924,0.0002766042,0.0025090268,0.00015878557],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10592077,0.00010317103,0.00024625927,0.00016823415,0.00036031567,0.000118073694,0.002130079,0.00005979706,0.0004435712],"category_scores_gemma":[0.10637142,0.000057461883,0.00024288823,0.0004169912,0.0023449431,0.0005343302,0.00016309279,0.00066122797,0.000010805098],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033768584,0.00019970196,0.0024265419,0.000013185506,0.00047157097,0.0000067161245,0.7472625,0.0002891692,0.030324297,0.09199765,0.006313292,0.12035769],"study_design_scores_gemma":[0.0009824757,0.0002362041,0.02126803,0.00031516052,0.00005642167,0.000013823053,0.20528097,0.0005109255,0.18478884,0.09639577,0.48988158,0.0002698096],"about_ca_topic_score_codex":0.0005709156,"about_ca_topic_score_gemma":0.0001797881,"teacher_disagreement_score":0.5419815,"about_ca_system_score_codex":0.00034075056,"about_ca_system_score_gemma":0.0009208779,"threshold_uncertainty_score":0.92064273},"labels":[],"label_agreement":null},{"id":"W2146031840","doi":"10.2304/gsch.2012.2.4.276","title":"Looking into Early Childhood Education and Development Spaces: Visual Ethnography's Contribution to Thinking about Quality","year":2012,"lang":"en","type":"article","venue":"Global Studies of Childhood","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Concordia University","funders":"","keywords":"Ethnography; Early childhood education; Sociology; Space (punctuation); Poverty; Early childhood; Context (archaeology); Centrality; Quality (philosophy); Pedagogy; Epistemology; Social science; Psychology; Developmental psychology; Anthropology; Political science; Geography","score_opus":0.20543451880085478,"score_gpt":0.5731942486604884,"score_spread":0.3677597298596336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146031840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856136,0.010495152,0.0006503254,0.00053706154,0.0004826109,0.00064594013,0.0000070602914,0.000076913464,0.0014913306],"genre_scores_gemma":[0.99183047,0.00022549578,0.007245325,0.00028469024,0.0003174252,0.000077230885,0.0000034414286,0.000008573133,0.000007370882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962552,0.0010443565,0.00049101666,0.00031647584,0.001072442,0.0008204781],"domain_scores_gemma":[0.99830544,0.0003318499,0.00023229056,0.00015783968,0.0004945311,0.00047807008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006256481,0.00020740337,0.0004289023,0.000107980144,0.0012961888,0.000098556426,0.0002659812,0.00011786311,0.000008865611],"category_scores_gemma":[0.0049418067,0.00019802222,0.00007382537,0.0006974631,0.0004686912,0.00047941352,0.00034512993,0.00016594688,0.000016659205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002474337,0.0008291729,0.47540203,0.000035571902,0.00029876543,2.61207e-7,0.3542644,0.000001181801,0.000068943424,0.03012746,0.000120225224,0.13882725],"study_design_scores_gemma":[0.00029821557,0.00009203333,0.9535175,0.0001669311,0.000027580849,4.0836258e-7,0.03437612,9.2223885e-8,0.00057468296,0.00328836,0.0074358517,0.00022225281],"about_ca_topic_score_codex":0.0012818752,"about_ca_topic_score_gemma":0.0009214555,"teacher_disagreement_score":0.47811544,"about_ca_system_score_codex":0.000451792,"about_ca_system_score_gemma":0.0006348028,"threshold_uncertainty_score":0.99693674},"labels":[],"label_agreement":null},{"id":"W2146673137","doi":"10.1177/1524839908324779","title":"Hidden Heroines: Lone Mothers Assessing Community Health Using Photovoice","year":2008,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Photovoice; Participatory action research; Public health; Context (archaeology); Community-based participatory research; Health promotion; Agency (philosophy); Sociology; Public relations; General partnership; Psychology; Gender studies; Nursing; Political science; Medicine; Economic growth; Social science; Geography","score_opus":0.8519661664325352,"score_gpt":0.7191816336937983,"score_spread":0.13278453273873692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146673137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88718224,0.0009041689,0.03080151,0.06249349,0.0007297282,0.002278554,0.000010396766,0.0007066578,0.014893248],"genre_scores_gemma":[0.8790112,0.0010736908,0.110475086,0.008249388,0.0003634555,0.00006319903,0.000008881135,0.000065160355,0.00068994693],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9577358,0.03880081,0.0006752248,0.0003351796,0.0012918112,0.001161182],"domain_scores_gemma":[0.9943178,0.0028923573,0.000905277,0.00049660663,0.0004921943,0.00089574745],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034698803,0.00017949207,0.00039285189,0.0001728436,0.0070655346,0.00015523263,0.00036789355,0.000131072,0.00019203709],"category_scores_gemma":[0.016093872,0.00019742061,0.00006249069,0.0010442997,0.00055887416,0.0026684091,0.000100065765,0.0012762784,0.000094260016],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043842068,0.01431001,0.030759908,0.0021009287,0.000267546,0.00021608987,0.77147996,0.00023233751,0.002898103,0.009156824,0.019685285,0.14845455],"study_design_scores_gemma":[0.0041713915,0.0043404093,0.040372122,0.0016986461,0.000080490994,0.0006235108,0.37666926,0.010162584,0.00061858783,0.0029480173,0.5564879,0.001827085],"about_ca_topic_score_codex":0.09213681,"about_ca_topic_score_gemma":0.0034250163,"teacher_disagreement_score":0.5368026,"about_ca_system_score_codex":0.0020399357,"about_ca_system_score_gemma":0.0071332487,"threshold_uncertainty_score":0.9984954},"labels":[],"label_agreement":null},{"id":"W2147320208","doi":"10.1080/17290376.2012.744897","title":"Researching to make a difference: Possibilities for social science research in the age of AIDS","year":2012,"lang":"en","type":"article","venue":"SAHARA-J Journal of Social Aspects of HIV/AIDS","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation; McGill University; AIDS Healthcare Foundation","keywords":"Foregrounding; Participatory action research; Agency (philosophy); Sociology; Public relations; Pandemic; Citizen journalism; Positivism; Political science; Social science; Engineering ethics; Medicine; Coronavirus disease 2019 (COVID-19); Engineering","score_opus":0.5334801516048656,"score_gpt":0.6285926665988112,"score_spread":0.09511251499394557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147320208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97688395,0.00025546487,0.00037420835,0.0015232934,0.00027495905,0.0007836325,0.000040942952,0.000008581174,0.019854981],"genre_scores_gemma":[0.9942253,0.000022633752,0.0035950793,0.00005927659,0.0015684635,0.00003981928,7.504245e-7,0.000021206433,0.0004674564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9862493,0.0051805875,0.0010310481,0.00028665102,0.0053786715,0.0018737261],"domain_scores_gemma":[0.99299145,0.003920651,0.00041681668,0.00025354998,0.0020081073,0.0004094066],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0773328,0.00018580217,0.00070805615,0.0013863787,0.0018363667,0.00023011916,0.002417911,0.00016597271,0.000060711063],"category_scores_gemma":[0.017449228,0.0001415084,0.0003361325,0.0034923134,0.0053248755,0.00074400957,0.00036436607,0.0011855199,0.0000054934867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006673434,0.0006558655,0.015825314,0.00015417338,0.000054715678,0.000018746225,0.31750003,0.0000011057645,0.061462536,0.5830612,0.00056434,0.020034619],"study_design_scores_gemma":[0.0022694566,0.003977286,0.2809518,0.00047373094,0.00006641201,0.000006037138,0.46395737,0.000011855538,0.019345308,0.2207996,0.0076316367,0.0005095133],"about_ca_topic_score_codex":0.0003592491,"about_ca_topic_score_gemma":0.00021348924,"teacher_disagreement_score":0.36226162,"about_ca_system_score_codex":0.00066991616,"about_ca_system_score_gemma":0.0026723573,"threshold_uncertainty_score":0.9994631},"labels":[],"label_agreement":null},{"id":"W2148709999","doi":"10.1071/nb09007","title":"The Indigenous Resiliency Project: a worked example of community-based participatory research","year":2009,"lang":"en","type":"article","venue":"New South Wales Public Health Bulletin","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand; National Health and Medical Research Council; Canadian Institutes of Health Research; Medical Research Council; Australian Government","keywords":"Indigenous; Community-based participatory research; Participatory action research; Psychological resilience; Sociology; Work (physics); Citizen journalism; Community engagement; Public relations; Psychology; Political science; Engineering; Social psychology; Ecology","score_opus":0.8686966412692206,"score_gpt":0.6521927130217685,"score_spread":0.21650392824745213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148709999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7976805,0.0021692356,0.0013159098,0.17815486,0.00027348605,0.0040506073,0.000034495908,0.00037057442,0.015950345],"genre_scores_gemma":[0.9925639,0.000116912364,0.0018178617,0.0027947288,0.00028512778,0.0001857951,0.000010400958,0.000031376774,0.0021938668],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.94760257,0.044565685,0.0010663834,0.00041914757,0.0029309515,0.003415251],"domain_scores_gemma":[0.9891907,0.0069227386,0.0003733443,0.001261572,0.00078783545,0.0014637909],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09458683,0.00021293924,0.0004599381,0.00046810327,0.006675277,0.00032723753,0.0018695517,0.0002280828,0.0001890984],"category_scores_gemma":[0.019075982,0.00017204067,0.00012621882,0.0023666064,0.0020455096,0.00010049837,0.00017051659,0.0018674292,0.00015438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024502882,0.0009973696,0.004641199,0.0001374592,0.000027964908,0.0000061140454,0.6466419,0.000009928729,0.000053000214,0.027291395,0.08052153,0.2394271],"study_design_scores_gemma":[0.00053067826,0.00081930455,0.008960669,0.00006178449,0.0000027735227,2.496221e-7,0.040945657,0.000012773227,0.00004453177,0.0017974251,0.9466679,0.00015623745],"about_ca_topic_score_codex":0.058566593,"about_ca_topic_score_gemma":0.005301314,"teacher_disagreement_score":0.8661464,"about_ca_system_score_codex":0.0006908122,"about_ca_system_score_gemma":0.020478306,"threshold_uncertainty_score":0.9946179},"labels":[],"label_agreement":null},{"id":"W2149400202","doi":"10.1177/1747016114523421","title":"The ethics of metaphor as a research tool","year":2015,"lang":"en","type":"article","venue":"Research Ethics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Metaphor; Dignity; Interpretation (philosophy); Research ethics; Qualitative research; Engineering ethics; Presentation (obstetrics); Psychology; Informed consent; Vulnerability (computing); Participant observation; Conceptual metaphor; Sociology; Social psychology; Computer science; Social science; Medicine; Political science; Engineering; Law","score_opus":0.9859485521153608,"score_gpt":0.8450221242589507,"score_spread":0.14092642785641007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149400202","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25301683,0.0061297882,0.00070722116,0.36859408,0.0010155715,0.003725637,0.000027486809,0.00021351664,0.36656988],"genre_scores_gemma":[0.9728043,0.00484466,0.0020738672,0.000243857,0.000646436,0.00035126114,0.0000017345019,0.000055203756,0.018978676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.7957666,0.1689357,0.0008550842,0.00079082843,0.029722074,0.0039297105],"domain_scores_gemma":[0.79712045,0.17856519,0.00012323803,0.0015830946,0.02099812,0.0016099056],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5867722,0.00014490623,0.0003100019,0.0005336043,0.0052955844,0.000558025,0.0026393328,0.0010003747,0.00013294195],"category_scores_gemma":[0.6918441,0.00010658422,0.00013220831,0.004314317,0.014830003,0.00035056882,0.0011445503,0.016731154,0.0007975818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023405996,0.00012953252,0.00040461298,0.00006230102,0.0000494051,0.000026625863,0.20212448,0.0000046904224,0.0013113788,0.7785214,0.011519694,0.0056118257],"study_design_scores_gemma":[0.00023484856,0.00042056965,0.00016700957,0.00006647631,0.000004638074,8.231994e-7,0.09564112,0.00011827887,0.004590252,0.2375051,0.66113394,0.00011693328],"about_ca_topic_score_codex":0.017997613,"about_ca_topic_score_gemma":0.009057065,"teacher_disagreement_score":0.7197875,"about_ca_system_score_codex":0.0008272932,"about_ca_system_score_gemma":0.03326575,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W2150740624","doi":"10.1177/160940690600500301","title":"Photo Elicitation Interview (PEI): Using Photos to Elicit Children's Perspectives","year":2006,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":556,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Photo elicitation; Variety (cybernetics); Context (archaeology); Psychology; Medical education; Applied psychology; Computer science; Medicine; Knowledge management; History; Artificial intelligence","score_opus":0.908274780118013,"score_gpt":0.7899366658929929,"score_spread":0.11833811422502005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150740624","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45207274,0.0005322217,0.54149675,0.0017919154,0.00063446985,0.00027372988,0.000018722905,0.00001980722,0.0031595996],"genre_scores_gemma":[0.49621615,0.000057144323,0.50187737,0.0003975362,0.0010657193,0.00001620801,0.0000020938166,0.000025359277,0.00034241282],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9743393,0.022159258,0.0009945346,0.00028297782,0.0017877684,0.0004361826],"domain_scores_gemma":[0.99219275,0.0035931463,0.00071474555,0.00013495891,0.0030725258,0.00029187393],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03776875,0.00019465425,0.00043178588,0.0007708631,0.00024700214,0.00021283698,0.0008963521,0.000089249435,0.0004958122],"category_scores_gemma":[0.013617864,0.00018178357,0.00030502002,0.0006671781,0.00043389178,0.00069112336,0.00011074218,0.00037550027,0.000022899016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052888016,0.00075615954,0.0016183142,0.00001770804,0.0008574681,0.00005333866,0.6247026,0.0005400795,0.12576167,0.15144563,0.0015810021,0.092137195],"study_design_scores_gemma":[0.0034942746,0.001380739,0.032837145,0.0010556566,0.00026238448,0.00010212972,0.5816849,0.0015879655,0.11473738,0.17307384,0.08829785,0.0014857396],"about_ca_topic_score_codex":0.0026805336,"about_ca_topic_score_gemma":0.00016181139,"teacher_disagreement_score":0.09065146,"about_ca_system_score_codex":0.0009950377,"about_ca_system_score_gemma":0.0004987338,"threshold_uncertainty_score":0.99469084},"labels":[],"label_agreement":null},{"id":"W21508252","doi":"10.1177/1049732311405799","title":"Jenny speaks out (book review)","year":2006,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.9510779512838932,"score_gpt":0.8386855834583665,"score_spread":0.11239236782552664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W21508252","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028294153,0.29191056,0.0026561117,0.17581081,0.00042260785,0.004704964,0.000065625376,0.0002692349,0.52133065],"genre_scores_gemma":[0.042822078,0.18976767,0.021660265,0.059636228,0.005062747,0.00314201,0.00009829717,0.00025571967,0.67755497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.90779895,0.0836863,0.0008392131,0.0006263974,0.0044046,0.002644533],"domain_scores_gemma":[0.98522025,0.011615269,0.0001687974,0.0004910601,0.0014935506,0.0010110424],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.15197176,0.00016279789,0.00049858436,0.0003603861,0.0020064712,0.00009960076,0.00069100916,0.00011520392,0.002660988],"category_scores_gemma":[0.026349613,0.00015360917,0.000113969305,0.0014494794,0.0022745754,0.0003555635,0.00016444181,0.0011486949,0.002487485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030051955,0.00015087443,0.000094205585,0.0006762102,0.000009096451,0.000009528922,0.0701135,2.3722713e-7,0.000049472845,0.12558866,0.79508334,0.008194831],"study_design_scores_gemma":[0.00019656758,0.00025148608,0.0005511276,0.0005269095,0.0000017330489,1.8099182e-7,0.017159136,0.0000070609967,0.00007578243,0.016236994,0.9648448,0.00014822673],"about_ca_topic_score_codex":0.016169101,"about_ca_topic_score_gemma":0.004266461,"teacher_disagreement_score":0.16976146,"about_ca_system_score_codex":0.0014966207,"about_ca_system_score_gemma":0.0050640525,"threshold_uncertainty_score":0.9992928},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2150963489","doi":"10.1176/appi.ps.660307","title":"Exploring the Use of Digital Picture Frames on Schizophrenia Inpatient Wards","year":2015,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychiatry; Psychology; Medicine","score_opus":0.7448932685213784,"score_gpt":0.5434580777366392,"score_spread":0.20143519078473915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150963489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993857,0.00020499839,0.00006781977,0.0014652486,0.0010328807,0.00026878229,0.000016643684,0.00006836075,0.0030182572],"genre_scores_gemma":[0.99741346,0.00006628201,0.0016235528,0.00026335515,0.0004750073,0.000049859646,0.0000022305996,0.000014841975,0.0000914334],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973509,0.00057186274,0.00025722684,0.00023107164,0.0011916286,0.00039735835],"domain_scores_gemma":[0.9983244,0.00065235834,0.0001411822,0.0003715967,0.00021871873,0.00029172175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011855918,0.00013138285,0.00017298336,0.00014680551,0.0002879445,0.00023957672,0.0005896115,0.000060984257,0.000022617824],"category_scores_gemma":[0.0007878986,0.0000869747,0.000082031824,0.0009173638,0.00018002083,0.0009303882,0.00010850228,0.00023450058,0.00006308639],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019387099,0.0015058883,0.49626634,0.00031425577,0.0002935029,0.0000100928355,0.28951412,0.0020905384,0.000057616242,0.05117864,0.0052499827,0.15158032],"study_design_scores_gemma":[0.0022899944,0.0016909491,0.1883062,0.000116377494,0.00014292376,0.0000011733009,0.07613365,0.0017755048,0.0006432878,0.027053209,0.70085883,0.0009878777],"about_ca_topic_score_codex":0.0010776791,"about_ca_topic_score_gemma":0.00039787986,"teacher_disagreement_score":0.69560885,"about_ca_system_score_codex":0.00006611932,"about_ca_system_score_gemma":0.00025463066,"threshold_uncertainty_score":0.35467255},"labels":[],"label_agreement":null},{"id":"W2151003527","doi":"10.1177/1476750314534452","title":"Our way(s) to action research: Doctoral students’ international and interdisciplinary collective memory work","year":2014,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Action research; Temporalities; Collective action; Action (physics); Politics; Hybridity; Public relations; Pedagogy; Political science; Law","score_opus":0.9063976917706468,"score_gpt":0.7781263504291719,"score_spread":0.1282713413414749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151003527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951363,0.00002123179,0.0007107773,0.012602533,0.0010665338,0.0009515319,0.000003546991,0.000085250096,0.033195544],"genre_scores_gemma":[0.9689625,0.000061906874,0.0004526881,0.000060624385,0.0012295259,0.0003713485,0.000002764621,0.000024363992,0.028834265],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9824263,0.010920113,0.00027201127,0.0006385754,0.0045908187,0.0011522241],"domain_scores_gemma":[0.9948455,0.0023983587,0.000049483337,0.00034961195,0.0015623142,0.00079470605],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038946297,0.00013133725,0.00019815828,0.0013021837,0.0026678103,0.00072358595,0.0009405067,0.00018052294,0.00035349233],"category_scores_gemma":[0.011512102,0.00013168844,0.000056584384,0.0025382575,0.0006415848,0.0006489597,0.0016528043,0.0011520694,0.0005644027],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004171449,0.0013273864,0.08836136,0.000080190766,0.00029696833,0.00005041187,0.12832028,0.00006608119,0.01895845,0.008242513,0.19291537,0.55720955],"study_design_scores_gemma":[0.0014774799,0.0015960922,0.39513186,0.00022326662,0.000012816445,0.0000042820784,0.2673908,0.0005068812,0.007381561,0.019615777,0.30610654,0.0005526592],"about_ca_topic_score_codex":0.0015087432,"about_ca_topic_score_gemma":0.0025214783,"teacher_disagreement_score":0.5566569,"about_ca_system_score_codex":0.0019611763,"about_ca_system_score_gemma":0.0004623789,"threshold_uncertainty_score":0.9986306},"labels":[],"label_agreement":null},{"id":"W2151798429","doi":"10.1177/2333393615580764","title":"Indigenous Storytelling and Participatory Action Research","year":2015,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus","funders":"","keywords":"Participatory action research; Indigenous; Storytelling; Traditional knowledge; Citizen journalism; Relation (database); Scholarship; Narrative; Sociology; Action (physics); Political science; Engineering ethics; Anthropology; Engineering; Ecology; Computer science; Law","score_opus":0.9726727432603455,"score_gpt":0.8319029020517367,"score_spread":0.1407698412086088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151798429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93432796,0.0030524821,0.0010819313,0.0018775468,0.0004158612,0.00091047876,0.00001731,0.00012315864,0.058193266],"genre_scores_gemma":[0.9958149,0.0001720745,0.0022159114,0.000027959331,0.0004555316,0.00014768275,0.0000031664092,0.000024384639,0.0011383658],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9314778,0.0592662,0.0003838305,0.00070125953,0.005614124,0.0025568185],"domain_scores_gemma":[0.98819697,0.006092554,0.00006938922,0.00038640128,0.0034090695,0.0018455932],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.13888356,0.00017086978,0.0003025742,0.00051303214,0.0029848781,0.00044132274,0.0005668198,0.0002622329,0.000043142256],"category_scores_gemma":[0.033527505,0.00017902,0.00005186846,0.0030031365,0.008002372,0.00063221646,0.00016689289,0.0014011529,0.0003504953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037124363,0.00034258395,0.0026703335,0.00003215266,0.000027735487,0.000030337105,0.7939987,0.00000859138,0.00038498847,0.09192109,0.009700013,0.10051222],"study_design_scores_gemma":[0.00045289696,0.00063827477,0.0022679104,0.00019308167,0.0000071815225,0.0000020945558,0.71326894,0.00011235495,0.00036480592,0.2510793,0.031388704,0.00022445698],"about_ca_topic_score_codex":0.0061761974,"about_ca_topic_score_gemma":0.00093813805,"teacher_disagreement_score":0.1591582,"about_ca_system_score_codex":0.005329309,"about_ca_system_score_gemma":0.003674544,"threshold_uncertainty_score":0.9984891},"labels":[],"label_agreement":null},{"id":"W2152360129","doi":"10.18357/ijih31200612304","title":"Community and Culture as Foundations for Resilience: Participatory Health Research with First Nations Student Filmmakers","year":2006,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Participatory action research; Sociology; Citizen journalism; Action research; Plan (archaeology); Presentation (obstetrics); Photovoice; Participatory culture; Psychological resilience; Community-based participatory research; Public relations; Action plan; Pedagogy; Media studies; Psychology; Political science; Ecology; Geography; Economic growth; Medicine; Social psychology","score_opus":0.6639163591844751,"score_gpt":0.7057791089543471,"score_spread":0.04186274976987203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152360129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414601,0.001551803,0.007716849,0.04261407,0.0005543904,0.0016793937,0.0000866851,0.000036073285,0.0043006516],"genre_scores_gemma":[0.9912225,0.0011007239,0.005769966,0.00051516294,0.00046505276,0.000073515344,0.000012432183,0.00001559648,0.0008250268],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.992935,0.0033174125,0.0006790733,0.00015458456,0.00218082,0.0007331233],"domain_scores_gemma":[0.9935205,0.0027234477,0.0005466317,0.00015533944,0.0025433346,0.00051071955],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02004269,0.0001061238,0.0002588997,0.0005469669,0.0058048144,0.00027077884,0.0007132843,0.000065760316,0.000031046948],"category_scores_gemma":[0.0033800849,0.000090273854,0.00006147786,0.0004994562,0.00073829415,0.00037643476,0.000067375,0.0007245416,0.000005458736],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006841276,0.0032771043,0.08950124,0.00024963234,0.00037504095,0.000049592865,0.7405031,0.0011500889,0.00006309031,0.1225036,0.030067682,0.011575728],"study_design_scores_gemma":[0.0031598813,0.007952215,0.15953502,0.0010249721,0.00002461871,0.00009881657,0.16042395,0.00007097996,0.00016191362,0.022120522,0.64503294,0.000394154],"about_ca_topic_score_codex":0.025092931,"about_ca_topic_score_gemma":0.2470034,"teacher_disagreement_score":0.61496526,"about_ca_system_score_codex":0.0019160468,"about_ca_system_score_gemma":0.0100722015,"threshold_uncertainty_score":0.9955398},"labels":[],"label_agreement":null},{"id":"W2152880433","doi":"10.7202/039662ar","title":"Image Construction as a Strategy of Resistance by Progressive Community Organizations","year":2010,"lang":"en","type":"article","venue":"Nouvelles pratiques sociales","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Social Sciences and Humanities Research Council; Toronto Metropolitan University","funders":"","keywords":"Resistance (ecology); Presentation (obstetrics); Service (business); Power (physics); Work (physics); Public relations; Business; Political science; Marketing; Engineering; Medicine","score_opus":0.2257578853864011,"score_gpt":0.5637287900302365,"score_spread":0.3379709046438354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152880433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96387637,0.00011778188,0.0005418318,0.0009429346,0.0001211517,0.00043382598,0.00006670364,0.00012220044,0.033777203],"genre_scores_gemma":[0.97825253,0.00007983915,0.020713441,0.0000400809,0.00011903738,0.000045530505,0.00001949323,0.000018374034,0.0007116579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9956853,0.0030461801,0.0003039623,0.00015383765,0.00048765782,0.0003230687],"domain_scores_gemma":[0.99743253,0.00090285356,0.00027591162,0.00023142356,0.0009985914,0.00015867232],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0024121373,0.00011751064,0.00021241151,0.000058243157,0.0013872947,0.00011415563,0.00038319122,0.00023557757,0.00059253356],"category_scores_gemma":[0.007970998,0.00012302236,0.000043958396,0.0005948315,0.0038380614,0.00036113107,0.00006975715,0.00065177487,0.000019249625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004119246,0.00040734443,0.0021337622,0.00006359356,0.000051516683,0.0000033022297,0.10890011,1.7263773e-7,0.17169636,0.7081069,0.0054116393,0.0031841411],"study_design_scores_gemma":[0.00085861544,0.00031613023,0.0066061164,0.00012523402,0.00008017708,0.0000025772408,0.5267036,0.000028497709,0.30830172,0.0913151,0.06485364,0.00080857094],"about_ca_topic_score_codex":0.0026077726,"about_ca_topic_score_gemma":0.021383036,"teacher_disagreement_score":0.6167918,"about_ca_system_score_codex":0.00010257202,"about_ca_system_score_gemma":0.0063785044,"threshold_uncertainty_score":0.99991274},"labels":[],"label_agreement":null},{"id":"W2154239081","doi":"10.1177/160940691301200103","title":"Group Meeting Dynamics in a Community-Based Participatory Research Photovoice Project with Exited Sex Trade Workers","year":2013,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Photovoice; Focus group; Thematic analysis; Participatory action research; Storytelling; Citizen journalism; Dynamics (music); Sociology; Theme (computing); Community-based participatory research; Interpersonal communication; Reflexivity; Qualitative research; Public relations; Pedagogy; Political science; Social science; World Wide Web; Computer science; Economic growth; Narrative","score_opus":0.9529266522658904,"score_gpt":0.7866245150917961,"score_spread":0.16630213717409426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154239081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9072273,0.00013221706,0.08015172,0.0044552963,0.0003114552,0.0008053476,0.0000125442,0.000031545795,0.006872593],"genre_scores_gemma":[0.7000411,0.000013046645,0.29919875,0.00028244586,0.00014218116,0.0001555074,0.0000034680565,0.000028162836,0.00013533773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.85085696,0.14462249,0.0009400105,0.00021121866,0.0026380955,0.00073123333],"domain_scores_gemma":[0.9697563,0.027356146,0.00057157665,0.0002157059,0.0017781914,0.00032207824],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16322687,0.00018797329,0.00045007095,0.0012649465,0.00047769773,0.0002692564,0.0013014808,0.00013456025,0.00009363958],"category_scores_gemma":[0.021217672,0.00015644608,0.0001376422,0.0014905601,0.0017171884,0.00076940586,0.000114105445,0.0021573452,0.0000070158953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013789899,0.0018834422,0.033938695,0.000105636,0.00066188467,0.00016750178,0.87760746,0.00040618712,0.010124521,0.019763933,0.0010124724,0.0529493],"study_design_scores_gemma":[0.0023274834,0.0011417118,0.00796624,0.0010269305,0.000026784746,0.000007129684,0.9487714,0.008096347,0.003220846,0.020704387,0.0063309497,0.00037975327],"about_ca_topic_score_codex":0.014989612,"about_ca_topic_score_gemma":0.004032224,"teacher_disagreement_score":0.21904704,"about_ca_system_score_codex":0.0020621452,"about_ca_system_score_gemma":0.0014095942,"threshold_uncertainty_score":0.99156964},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2155784351","doi":"10.1177/1049732311413782","title":"Client-Centered Design of Residential Addiction and Mental Health Care Facilities","year":2011,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Mental health; Focus group; Nursing; Addiction; Psychology; Medicine; Applied psychology; Business; Psychiatry; Marketing","score_opus":0.9393217365004238,"score_gpt":0.7667376086036708,"score_spread":0.17258412789675304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155784351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87542856,0.035714883,0.02806544,0.020921491,0.0012210318,0.013431258,0.0016889182,0.000321465,0.02320698],"genre_scores_gemma":[0.98302174,0.0026456136,0.012578541,0.00011365526,0.00008949714,0.00019108951,0.000020419999,0.000022604188,0.0013168369],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94242656,0.05311233,0.00063815486,0.00041859227,0.0021019797,0.0013023937],"domain_scores_gemma":[0.995631,0.0023392024,0.00019656119,0.00022271276,0.00080899376,0.0008015498],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.046668846,0.00011874345,0.00035960876,0.00044416529,0.0017588258,0.000045892153,0.0002824361,0.00008497918,0.00035847875],"category_scores_gemma":[0.0045335074,0.00011879077,0.000047830494,0.00064784917,0.0023998881,0.00030742923,0.00014567708,0.00047597373,0.000030647152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005113143,0.00011273948,0.0004293842,0.00022912266,0.000024620256,0.0000010354437,0.9514996,2.0037353e-7,0.00007351084,0.019582799,0.006899562,0.020636156],"study_design_scores_gemma":[0.00062566187,0.0023942147,0.0031042912,0.00013927284,0.0000011901986,2.5383633e-7,0.9701399,0.00002758909,0.0004175911,0.0025419,0.020499282,0.00010885947],"about_ca_topic_score_codex":0.042413034,"about_ca_topic_score_gemma":0.0043313927,"teacher_disagreement_score":0.10759321,"about_ca_system_score_codex":0.0009277804,"about_ca_system_score_gemma":0.0034856254,"threshold_uncertainty_score":0.99954075},"labels":[],"label_agreement":null},{"id":"W2159758710","doi":"10.1353/cpr.0.0010","title":"A Participatory Group Process to Analyze Qualitative Data","year":2008,"lang":"en","type":"article","venue":"Progress in community health partnerships","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Toronto Public Health","funders":"","keywords":"Participatory action research; Inclusion (mineral); Citizen journalism; Process (computing); Community-based participatory research; Data collection; Qualitative property; Qualitative research; Psychology; Medical education; Public relations; Sociology; Computer science; Political science; Social psychology; Medicine; World Wide Web; Social science","score_opus":0.9355957717829761,"score_gpt":0.7540166563505594,"score_spread":0.18157911543241678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159758710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98096925,0.0019408272,0.00056772557,0.011493834,0.00015605296,0.0016546535,0.000050352734,0.0002529562,0.002914372],"genre_scores_gemma":[0.9930492,0.00014808381,0.0045629707,0.0012946208,0.00012433194,0.00065935735,0.00004338623,0.000031933847,0.00008610603],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9426124,0.052635267,0.0008502419,0.0005411408,0.0014618799,0.0018990564],"domain_scores_gemma":[0.99190617,0.0042414456,0.00024850215,0.0018413594,0.00026181762,0.0015007362],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058518432,0.00024117003,0.00058446324,0.00035791867,0.003026558,0.000079134035,0.0027408628,0.0001519387,0.00006917572],"category_scores_gemma":[0.011344187,0.00025519243,0.00004908447,0.0021518066,0.0021448566,0.00071047526,0.0007735897,0.0016950608,0.00009563345],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001672015,0.0011312537,0.2507475,0.00023814627,0.00002566429,0.000023668186,0.730602,0.000004909618,9.226232e-7,0.0062887906,0.0015135648,0.00925635],"study_design_scores_gemma":[0.0022893182,0.001869285,0.16064802,0.000980339,0.000029039009,0.0000063595635,0.64308566,0.0017384919,0.00007531128,0.0084810015,0.17928603,0.001511121],"about_ca_topic_score_codex":0.008032882,"about_ca_topic_score_gemma":0.09699873,"teacher_disagreement_score":0.17777246,"about_ca_system_score_codex":0.00063454686,"about_ca_system_score_gemma":0.0025127793,"threshold_uncertainty_score":0.99999005},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2159793551","doi":"10.2304/gsch.2011.1.1.51","title":"What's Participation Got to Do with it? Visual Methodologies in ‘Girl-Method’ to Address Gender-Based Violence in the Time of AIDS","year":2011,"lang":"en","type":"article","venue":"Global Studies of Childhood","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Girl; Visual research; Sociology; Relation (database); Work (physics); Variety (cybernetics); Feminism; Order (exchange); Participatory design; Gender studies; Media studies; Visual arts; Psychology; Computer science; Developmental psychology; Engineering; World Wide Web","score_opus":0.5592015902075514,"score_gpt":0.6195350993310925,"score_spread":0.060333509123541074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159793551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98992527,0.0006128693,0.0052658133,0.00071911415,0.00009947478,0.0011223059,0.000017238015,0.00002415078,0.002213785],"genre_scores_gemma":[0.9382357,0.000099646706,0.060846243,0.0005343707,0.000032959008,0.00023903386,7.037571e-7,0.000007778441,0.0000035897192],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9914877,0.0057670455,0.00056337804,0.00041595698,0.0010469363,0.000719004],"domain_scores_gemma":[0.99686307,0.0021503114,0.00017751579,0.00031404424,0.00033102217,0.00016401775],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0126265,0.00020206749,0.0005954255,0.00016644191,0.00015395896,0.000043035827,0.0007516611,0.00008972116,0.000038557413],"category_scores_gemma":[0.008709139,0.00014260085,0.00007351806,0.0018883816,0.00056223286,0.00033832117,0.00024025,0.00016086662,0.000015024317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017993213,0.002320527,0.2893129,0.00014052451,0.00032734423,0.000036979527,0.48784497,0.0022404604,0.0005611056,0.011165701,0.00040926112,0.20384091],"study_design_scores_gemma":[0.000692654,0.0016418704,0.8781078,0.00053278345,0.00004438172,3.7296383e-7,0.106910676,0.000021361642,0.0055047874,0.006167906,0.00012919142,0.0002462362],"about_ca_topic_score_codex":0.0017499265,"about_ca_topic_score_gemma":0.00333313,"teacher_disagreement_score":0.5887949,"about_ca_system_score_codex":0.00019471487,"about_ca_system_score_gemma":0.00028682963,"threshold_uncertainty_score":0.99964094},"labels":[],"label_agreement":null},{"id":"W2160697087","doi":"10.1177/1049732304269675","title":"Tobacco Use in Intimate Spaces: Issues in the Study of Couple Dynamics","year":2005,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; University of Alberta; University of British Columbia","funders":"","keywords":"Dyad; Qualitative research; Context (archaeology); Vulnerability (computing); Interpersonal communication; Psychology; Social psychology; Social dynamics; Interpersonal relationship; Sociology; Social science; Computer science","score_opus":0.9309669640454935,"score_gpt":0.8155835803974149,"score_spread":0.11538338364807865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160697087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791221,0.0003238484,0.000054708344,0.01703852,0.000027562473,0.0021474625,0.000014873121,0.0000139197755,0.0012569783],"genre_scores_gemma":[0.9969255,0.00031693798,0.0016949447,0.00016315903,0.00005561814,0.0002976978,0.0000024725416,0.000013432665,0.0005302704],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9087091,0.0852138,0.0008907587,0.00045521415,0.003078821,0.0016522956],"domain_scores_gemma":[0.98174626,0.016916744,0.00012960816,0.00040230286,0.00056422356,0.00024087798],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14207532,0.0001098774,0.00038918183,0.0006659245,0.0004965511,0.00014279179,0.0007525296,0.00007708893,0.00007777358],"category_scores_gemma":[0.023150986,0.00008629124,0.00003121042,0.0030569944,0.0010222141,0.00050155853,0.00014942663,0.0010008462,0.00004555768],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115815725,0.0013341684,0.05447269,0.000049510454,0.0000069258035,0.0000073000137,0.8744633,0.00005039471,0.0000068458767,0.060102027,0.0006558701,0.008735124],"study_design_scores_gemma":[0.0005750485,0.0009170036,0.051993884,0.000070424314,6.630574e-7,5.6869826e-8,0.9354328,0.0015560358,0.000008905773,0.0029259939,0.0064372458,0.000081943435],"about_ca_topic_score_codex":0.17642818,"about_ca_topic_score_gemma":0.55230826,"teacher_disagreement_score":0.3758801,"about_ca_system_score_codex":0.0012373946,"about_ca_system_score_gemma":0.0012494179,"threshold_uncertainty_score":0.98507744},"labels":[],"label_agreement":null},{"id":"W2162842542","doi":"10.7202/1004726ar","title":"Food, Photographs, and Frames: Photo Elicitation in a Canadian Qualitative Food Study","year":2011,"lang":"en","type":"article","venue":"Cuizine The Journal of Canadian Food Cultures","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photo elicitation; Qualitative research; Everyday life; Psychology; Sociology; Social psychology; Social science; Political science; Anthropology","score_opus":0.5386560554773838,"score_gpt":0.5693838345240492,"score_spread":0.03072777904666535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162842542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98670584,0.0016646474,0.000007996254,0.0006788282,0.00013821432,0.0006419887,0.000040623607,0.0000065407467,0.010115306],"genre_scores_gemma":[0.998982,0.00017481727,0.0002653932,0.0003947233,0.000100190526,0.000023637287,6.466098e-7,0.000015984533,0.000042585736],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9944725,0.0034725636,0.00046083127,0.0001540336,0.00061608414,0.00082400494],"domain_scores_gemma":[0.99706286,0.00043449944,0.00022737698,0.00017039386,0.00045183368,0.0016530511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008250824,0.00016923167,0.00030094406,0.0013172097,0.0005974843,0.0000998085,0.0005510051,0.000116614254,0.00012839132],"category_scores_gemma":[0.0030885474,0.00012208415,0.000076735894,0.0015319545,0.00044566227,0.00034969326,0.000018925288,0.00053188007,0.0000037531397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010142478,0.000092322894,0.009225625,0.000008203435,0.0002325931,0.000032244923,0.9783427,0.0000017135901,0.00012603168,0.009728951,0.0013274186,0.0007807852],"study_design_scores_gemma":[0.0009708173,0.0067422497,0.055636793,0.0000757513,0.00009112931,0.000013737265,0.88643444,0.0000052208397,0.00046290172,0.01590255,0.033373997,0.00029040413],"about_ca_topic_score_codex":0.94090456,"about_ca_topic_score_gemma":0.9995886,"teacher_disagreement_score":0.09190824,"about_ca_system_score_codex":0.00043508958,"about_ca_system_score_gemma":0.00262915,"threshold_uncertainty_score":0.4978447},"labels":[],"label_agreement":null},{"id":"W2163988145","doi":"10.1016/j.jneb.2015.05.005","title":"The Food Environment Through the Camera Lenses of 9- to 13-Year-Olds Living in Urban, Low-Income, Midwestern Households: A Photovoice Project","year":2015,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Photovoice; Psychological intervention; Psychology; Environmental health; USable; Qualitative research; Poverty; Conversation; Food security; Medicine; Sociology; Geography; Agriculture; Political science; Economic growth; Computer science; Multimedia","score_opus":0.35802625418536776,"score_gpt":0.5293678345138485,"score_spread":0.17134158032848074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163988145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996519,0.00081481074,0.000054883403,0.001610781,0.0003153432,0.0005640496,0.0000042454385,0.000004035268,0.00011285179],"genre_scores_gemma":[0.99750715,0.0005447794,0.0011201006,0.00011584081,0.00027485722,0.00018901961,2.4641474e-7,0.0000075883327,0.0002404156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774206,0.0009916503,0.00038280242,0.00009541385,0.00058949983,0.00019860588],"domain_scores_gemma":[0.99875635,0.0005195813,0.0002521461,0.00012503093,0.00020550235,0.00014137579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028804808,0.00007219513,0.00014131916,0.000090920505,0.0002087611,0.00009589506,0.00022428925,0.000050636732,0.0000135744],"category_scores_gemma":[0.0009329298,0.000047307498,0.00005194806,0.00027247556,0.00022526862,0.00030650402,0.000036412264,0.00018787556,0.0000026515736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027648362,0.018666666,0.64080524,0.0001428375,0.000054006458,0.0000093945055,0.2916715,0.000013363777,0.0074687116,0.001167001,0.011954599,0.027770165],"study_design_scores_gemma":[0.0010766857,0.0016273126,0.6133597,0.00079295796,0.000105490435,0.000025615542,0.23918805,0.0000035707135,0.0027773846,0.0005768293,0.14024445,0.00022197502],"about_ca_topic_score_codex":0.0006060216,"about_ca_topic_score_gemma":0.0005666949,"teacher_disagreement_score":0.12828985,"about_ca_system_score_codex":0.00021322996,"about_ca_system_score_gemma":0.000623252,"threshold_uncertainty_score":0.19291438},"labels":[],"label_agreement":null},{"id":"W2164570796","doi":"10.22605/rrh2061","title":"Rural nursing education: a photovoice perspective","year":2012,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Photovoice; Nursing; Workforce; Nurse education; Rural area; Rural health; Medicine; Nursing research; Health care; Political science; Economic growth","score_opus":0.3857737484582585,"score_gpt":0.6514342883374139,"score_spread":0.2656605398791554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164570796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.810441,0.014878707,0.0005254543,0.037586432,0.0014859689,0.00075027725,0.000003584785,0.00013250108,0.13419607],"genre_scores_gemma":[0.9908748,0.0012406794,0.0035893435,0.00076166337,0.0010706657,0.0000031492184,0.0000010141899,0.000008387411,0.002450279],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99778986,0.0009768008,0.00012954188,0.000099597826,0.0003164744,0.0006877495],"domain_scores_gemma":[0.9988519,0.00014270471,0.000059412614,0.00009339377,0.0000987439,0.00075385807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021338814,0.00007682406,0.00013909487,0.00005686277,0.0008951058,0.000043014858,0.00008518256,0.000053663545,0.00007324953],"category_scores_gemma":[0.00042824424,0.000064835425,0.000032431126,0.00025144694,0.00039046202,0.0002880849,0.00001905235,0.00017797538,0.000038293536],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033412398,0.00023944427,0.0026679349,0.00003367878,0.000009759019,2.3819946e-7,0.14248833,9.556184e-8,0.00028308292,0.09727239,0.0019527262,0.7550189],"study_design_scores_gemma":[0.0005066726,0.00031178384,0.16455773,0.0008532337,0.000020934327,0.00002861326,0.65276146,0.00025203358,0.00030699236,0.03579999,0.14409377,0.0005067738],"about_ca_topic_score_codex":0.017296044,"about_ca_topic_score_gemma":0.00034043277,"teacher_disagreement_score":0.75451213,"about_ca_system_score_codex":0.0006215593,"about_ca_system_score_gemma":0.0011751667,"threshold_uncertainty_score":0.98924786},"labels":[],"label_agreement":null},{"id":"W2165013260","doi":"10.1111/j.1755-618x.2012.01310.x","title":"GILLIANROSE, Visual Methodologies: An Introduction to Researching with Visual Materials. 3rd ed.London: Sage Publications Ltd., 2012, 408 p.","year":2012,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Citation; Library science; Computer science","score_opus":0.4499949714678348,"score_gpt":0.5678341756889969,"score_spread":0.11783920422116206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165013260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331053,0.019019114,0.0013243516,0.041756127,0.0010768478,0.0021667052,0.0003167011,0.00019615445,0.0010387166],"genre_scores_gemma":[0.9419904,0.016951347,0.025870139,0.006251731,0.0052200826,0.0015142235,0.00038723138,0.00014451236,0.0016703801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98232377,0.011692093,0.00084003026,0.0008593884,0.0003026678,0.0039820424],"domain_scores_gemma":[0.9914447,0.0021605995,0.00040290927,0.00083146465,0.0008405683,0.004319745],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.035498224,0.00041901862,0.0011444407,0.00059160794,0.0013827151,0.00007496968,0.0012872437,0.0006635139,0.0016973489],"category_scores_gemma":[0.0366402,0.0003992923,0.00018363133,0.0010480231,0.0032316635,0.00096276664,0.00016242426,0.00096546434,0.000101426245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033030883,0.0006263262,0.18428928,0.0064398614,0.0010727549,0.00010968536,0.14931102,0.000035400808,0.033154752,0.28505686,0.18606901,0.15350471],"study_design_scores_gemma":[0.00061602844,0.0017009381,0.2037999,0.001523966,0.00030327012,0.00004559036,0.063238986,0.000013089177,0.0011292555,0.0051617525,0.72072893,0.0017382992],"about_ca_topic_score_codex":0.059226666,"about_ca_topic_score_gemma":0.24683057,"teacher_disagreement_score":0.5346599,"about_ca_system_score_codex":0.0042736484,"about_ca_system_score_gemma":0.0051352913,"threshold_uncertainty_score":0.9999173},"labels":[],"label_agreement":null},{"id":"W2168036682","doi":"10.1177/1077800408318424","title":"Moccasin on One Foot, High Heel on the Other","year":2008,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Narrative; Context (archaeology); Sociology; Identity (music); Reflexivity; Autoethnography; Performative utterance; Poetry; Gender studies; Aesthetics; History; Literature; Anthropology; Linguistics; Art","score_opus":0.919506691981916,"score_gpt":0.7096579786763302,"score_spread":0.20984871330558585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168036682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93355113,0.000046162946,0.0010403849,0.010527173,0.0003336455,0.00042793775,0.00001634202,0.00008661045,0.05397062],"genre_scores_gemma":[0.98976606,0.000021992233,0.00092729036,0.0030731126,0.0006226154,0.0001286636,0.0000010101339,0.000024791992,0.0054344465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9854863,0.012145341,0.0002451503,0.00031646824,0.0012302768,0.0005764567],"domain_scores_gemma":[0.98993266,0.009247478,0.00010240547,0.00035182197,0.00015826854,0.00020734017],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009329906,0.00014865199,0.00021768812,0.00009943276,0.0010130918,0.000040321844,0.0004205282,0.00010089949,0.0010058996],"category_scores_gemma":[0.009097006,0.00010623451,0.00008784598,0.0004789528,0.002727331,0.00013549696,0.000046098765,0.00036729124,0.001377819],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010288408,0.0002189733,0.00008992738,0.000003218493,0.00003422647,0.00000873745,0.41274825,0.0000049086398,0.0004774479,0.5770117,0.007945164,0.0013545869],"study_design_scores_gemma":[0.0013299172,0.0025731581,0.024325922,0.00022660677,0.000025008832,9.76554e-7,0.4762398,0.000050348775,0.018827382,0.18210045,0.2933459,0.0009545214],"about_ca_topic_score_codex":0.00163157,"about_ca_topic_score_gemma":0.00018673945,"teacher_disagreement_score":0.39491123,"about_ca_system_score_codex":0.00022333389,"about_ca_system_score_gemma":0.00025775205,"threshold_uncertainty_score":0.99998665},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2168230116","doi":"","title":"One resident, thirty-five cameras: Sharing the stories of Inuvik youth","year":2011,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Novella; Photography; Medicine; Visual arts; Art; Literature","score_opus":0.6609734023378917,"score_gpt":0.5906030005708127,"score_spread":0.07037040176707898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168230116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.947806,0.0012184061,0.002488889,0.012869152,0.0009747491,0.00032048018,0.000017675848,0.00003708616,0.034267537],"genre_scores_gemma":[0.9958168,0.00064117654,0.0009845942,0.00036829142,0.0012428404,0.0000052609535,0.0000022371416,0.000014295338,0.00092448527],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99180365,0.0016587708,0.0009125732,0.00021107167,0.004811548,0.00060240924],"domain_scores_gemma":[0.9966084,0.0009202997,0.00055093854,0.0002788639,0.0007053059,0.0009362042],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.021444589,0.00014617834,0.00056124036,0.00017202931,0.000517495,0.000017270791,0.0014780046,0.00018502175,0.0032268416],"category_scores_gemma":[0.03915728,0.00008825507,0.00012920509,0.00049557374,0.005101717,0.00021458734,0.00022011362,0.0011918423,0.000010013759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027988653,0.00023272025,0.022229804,0.000063506144,0.0002733374,0.00007571267,0.92645633,0.0000011073628,0.00056280766,0.011026541,0.009376335,0.029421931],"study_design_scores_gemma":[0.0041948534,0.0017661919,0.092073604,0.0029421833,0.00042373588,0.00004357308,0.8604439,0.000116659045,0.0041111656,0.022393208,0.011090527,0.00040039595],"about_ca_topic_score_codex":0.012649802,"about_ca_topic_score_gemma":0.0012860296,"teacher_disagreement_score":0.06984381,"about_ca_system_score_codex":0.00012413366,"about_ca_system_score_gemma":0.0010910889,"threshold_uncertainty_score":0.99768436},"labels":[],"label_agreement":null},{"id":"W2168900141","doi":"10.4314/saje.v28i3.25163","title":"Getting the picture and changing the picture: visual methodologies and educational research in South Africa","year":2008,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Visual research; Set (abstract data type); Repertoire; Photo elicitation; Key (lock); Educational research; Pedagogy; Visual culture; Focus group; Visual methods; Visual approach; Sociology; Psychology; Computer science; Visual arts; Cognitive science","score_opus":0.9213524295309433,"score_gpt":0.7790701961709084,"score_spread":0.14228223336003487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168900141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725434,0.0192715,0.00023034029,0.0028946653,0.00020978654,0.00067603745,0.0000060313314,0.000014032606,0.004154182],"genre_scores_gemma":[0.99425423,0.0034961642,0.0010134847,0.00021094708,0.00042055215,0.00010770029,6.6675386e-7,0.000020896294,0.0004753501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9870769,0.009618784,0.00047319126,0.00041139824,0.001519449,0.0009003079],"domain_scores_gemma":[0.9849417,0.013863064,0.00029062998,0.00028487743,0.00035951415,0.00026016874],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033835053,0.00018816117,0.00041037926,0.00080740254,0.0029197144,0.0011888201,0.0021261377,0.0001309365,0.00095381064],"category_scores_gemma":[0.015644217,0.000115047624,0.00006787422,0.0022955611,0.002159575,0.0011054699,0.0015534041,0.0011278334,0.00000331713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019834728,0.0001438751,0.6972166,0.00006993606,0.00012540542,0.000031132837,0.26088437,0.0000675815,0.015598336,0.0034376339,0.0037199615,0.018506855],"study_design_scores_gemma":[0.00027245845,0.000017106047,0.89615005,0.00019182712,0.00002245053,0.0000099853505,0.053808533,0.0001466019,0.0020167888,0.037221763,0.0098701585,0.0002722566],"about_ca_topic_score_codex":0.0004644544,"about_ca_topic_score_gemma":0.00015425119,"teacher_disagreement_score":0.20707585,"about_ca_system_score_codex":0.00012613102,"about_ca_system_score_gemma":0.00066810497,"threshold_uncertainty_score":0.99995947},"labels":[],"label_agreement":null},{"id":"W2170580565","doi":"10.33524/cjar.v13i2.37","title":"UNDERSTANDING PARTICIPATORY ACTION RESEARCH: A QUALITATIVE RESEARCH METHODOLOGY OPTION","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":844,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Qualitative research; Participatory action research; Action research; Focus group; Citizen journalism; Action (physics); Feeling; Data collection; Participant observation; Engineering ethics; Sociology; Psychology; Management science; Pedagogy; Political science; Social psychology; Social science; Engineering","score_opus":0.9985137278836035,"score_gpt":0.861499388724144,"score_spread":0.1370143391594595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170580565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92072064,0.0015708328,0.009739397,0.035805516,0.002503906,0.0014536458,0.000011192564,0.000034089193,0.028160777],"genre_scores_gemma":[0.99446136,0.00030945978,0.0009938125,0.000046269004,0.002069154,0.00007792124,8.9168714e-7,0.000034675693,0.0020064749],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7997875,0.18980369,0.00065987697,0.00028151376,0.005859042,0.0036083676],"domain_scores_gemma":[0.955491,0.03477106,0.00024079069,0.0004979651,0.0057724277,0.0032267391],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.49229518,0.00014306238,0.00033602884,0.0035873132,0.009886754,0.00058317295,0.0011552693,0.00036577755,0.0009934854],"category_scores_gemma":[0.080322355,0.00011565223,0.00014702599,0.0045102695,0.0076525756,0.0015038486,0.00011920149,0.0059182104,0.00031282048],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005255555,0.00013949694,0.0024994826,0.00004917025,0.00016369426,0.000050360377,0.50626856,0.000051179573,0.0073434724,0.44245487,0.032493018,0.007961173],"study_design_scores_gemma":[0.00033201685,0.00052770815,0.0029506595,0.0000913916,0.000016230722,0.000023673456,0.7173734,0.000079974125,0.003313118,0.09938169,0.17575659,0.0001535863],"about_ca_topic_score_codex":0.12142861,"about_ca_topic_score_gemma":0.36727872,"teacher_disagreement_score":0.41197282,"about_ca_system_score_codex":0.010911029,"about_ca_system_score_gemma":0.013199863,"threshold_uncertainty_score":0.9999197},"labels":[],"label_agreement":null},{"id":"W2170872534","doi":"10.3109/17482620903106660","title":"“Breaking the fourth wall”: Activating hope through participatory theatre with family caregivers","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies on Health and Well-Being","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Socialization; Psychology; Citizen journalism; Variety (cybernetics); Context (archaeology); Participatory action research; Medical education; Nursing; Medicine; Developmental psychology; Sociology; Political science","score_opus":0.5538113483954192,"score_gpt":0.6547023077321347,"score_spread":0.10089095933671544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170872534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88984364,0.0025873573,0.0019527026,0.089437984,0.0005668533,0.00032805375,0.000002524656,0.00002284644,0.015258028],"genre_scores_gemma":[0.9895903,0.0017924962,0.0015784806,0.0065811337,0.00038911586,0.000007914068,3.6197042e-7,0.000009189329,0.00005103017],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99458444,0.0028574483,0.00055889133,0.00018760383,0.0013534037,0.000458223],"domain_scores_gemma":[0.9935969,0.0045306203,0.00068097614,0.00008521541,0.000858713,0.00024755226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008260727,0.00015457078,0.00034501034,0.000119884564,0.0010338017,0.00009409787,0.0003413966,0.000034587094,0.000005487059],"category_scores_gemma":[0.0026444553,0.000095369556,0.00008102266,0.00021074932,0.0006057005,0.00045244524,0.000043375796,0.00044197054,0.0000024432672],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005057191,0.00006202919,0.00071350846,0.000016853763,0.00029694987,0.000036773992,0.8992479,0.00011788826,0.00004085687,0.066050686,0.00064653996,0.03226433],"study_design_scores_gemma":[0.00084791175,0.0016021254,0.0012653203,0.00077155355,0.000018687108,0.0000059064528,0.94137347,0.000048972994,0.00018700457,0.033114836,0.020604108,0.00016013163],"about_ca_topic_score_codex":0.00044786974,"about_ca_topic_score_gemma":0.00017861706,"teacher_disagreement_score":0.09974663,"about_ca_system_score_codex":0.00044941626,"about_ca_system_score_gemma":0.0006156577,"threshold_uncertainty_score":0.79512715},"labels":[],"label_agreement":null},{"id":"W2170896988","doi":"10.5539/ass.v10n10p30","title":"Visual Participatory Approach to Violent Behaviour amongst Zimbabwean Students: Forms and Prevalence","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Harassment; Citizen journalism; Focus group; Psychology; Perception; Qualitative property; Participatory action research; Medical education; Applied psychology; Social psychology; Sociology; Political science; Medicine","score_opus":0.2700196517214957,"score_gpt":0.5815163296732597,"score_spread":0.311496677951764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170896988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84768593,0.000019538824,0.0030288529,0.0003695788,0.00018074621,0.0006842683,0.000004045863,0.000113687594,0.14791335],"genre_scores_gemma":[0.9974817,0.00000971382,0.0012477506,0.00043087444,0.00030791943,0.00018126452,4.3560058e-7,0.000017006683,0.0003233555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99357325,0.001090996,0.00032888007,0.0007869058,0.002747898,0.0014720781],"domain_scores_gemma":[0.9980008,0.00014634164,0.00011488665,0.00024839924,0.00023567358,0.0012538818],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.014044814,0.00019773889,0.00027303532,0.0001889272,0.0027571148,0.00056518463,0.0013822609,0.00012012557,0.000026225705],"category_scores_gemma":[0.0025900472,0.00018754727,0.000067251356,0.0014354504,0.003650462,0.00084062346,0.0005664257,0.00026819087,0.000052556745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048611706,0.0009436532,0.4311126,0.000060490445,0.000017574155,0.0000044407916,0.1210523,8.420188e-7,0.0030398434,0.19289534,0.00037543592,0.25044888],"study_design_scores_gemma":[0.00029864282,0.00023613682,0.9739161,0.0000327802,0.000026128686,5.333291e-7,0.016869288,0.000085519045,0.0005672335,0.0018717689,0.0057100425,0.00038578548],"about_ca_topic_score_codex":0.00032682176,"about_ca_topic_score_gemma":0.00017205793,"teacher_disagreement_score":0.5428035,"about_ca_system_score_codex":0.00040393398,"about_ca_system_score_gemma":0.00045449697,"threshold_uncertainty_score":0.99906105},"labels":[],"label_agreement":null},{"id":"W2171568123","doi":"10.1177/0193945906287706","title":"Doing Participatory Action Research in a Racist World","year":2006,"lang":"en","type":"review","venue":"Western Journal of Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Participatory action research; Citizen journalism; Dominance (genetics); Interrogation; Racism; Sociology; Action (physics); Power (physics); Public relations; Face (sociological concept); Action research; Social psychology; Psychology; Political science; Gender studies; Social science; Pedagogy","score_opus":0.9628825041800557,"score_gpt":0.8134665900676633,"score_spread":0.1494159141123924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171568123","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00087955256,0.9779249,0.000096630276,0.0005396409,0.00090307015,0.0010806448,0.0000046893197,0.00002300866,0.018547866],"genre_scores_gemma":[0.0033014056,0.9890381,0.00064365653,0.000005054141,0.0027003626,0.000110135894,0.0000026466319,0.00011345364,0.0040851533],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.92968786,0.056562793,0.0020705434,0.0006300365,0.0079393955,0.0031093794],"domain_scores_gemma":[0.9838476,0.01181557,0.00069326215,0.00061627483,0.0020362386,0.0009910611],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.13839808,0.00035599014,0.0018939197,0.008166815,0.0013388298,0.0008791426,0.0019989463,0.0005432646,0.00008712859],"category_scores_gemma":[0.005291518,0.0003201046,0.00052877254,0.007712807,0.003332261,0.0008035909,0.0002132788,0.00853789,0.0001886895],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008537394,0.00055580825,0.00034614318,0.0018593644,0.000038365513,0.0005845546,0.0044372184,0.0000044332364,0.0000057878347,0.0004484656,0.003702998,0.9879315],"study_design_scores_gemma":[0.00027769172,0.00023303283,0.00012728636,0.056276858,0.00006171136,0.00003750678,0.0022527706,0.000003877646,0.0000052989353,0.0017451051,0.93873507,0.000243813],"about_ca_topic_score_codex":0.00065680995,"about_ca_topic_score_gemma":0.002698229,"teacher_disagreement_score":0.98768765,"about_ca_system_score_codex":0.008250918,"about_ca_system_score_gemma":0.0083640935,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W2171662573","doi":"10.1136/tc.2008.027565","title":"‘The missing picture’: tobacco use through the eyes of smokers","year":2010,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; University of British Columbia; University of Toronto","keywords":"Context (archaeology); Tobacco control; Tobacco use; Perception; Psychology; Qualitative research; Environmental health; Advertising; Social psychology; Medicine; Public health; Sociology; Geography; Nursing; Social science","score_opus":0.35129869703350136,"score_gpt":0.5696233685632762,"score_spread":0.21832467152977486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171662573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627807,0.0004336561,0.0015955452,0.018153446,0.0012032014,0.0009089827,0.000014969978,0.000095974705,0.014813519],"genre_scores_gemma":[0.9968695,0.00004105942,0.00091743376,0.00082327524,0.00044104646,0.00005242213,3.7568861e-7,0.000016650256,0.00083824655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624074,0.0016028873,0.0003437223,0.0002264675,0.00084485917,0.00074132346],"domain_scores_gemma":[0.9926906,0.006037336,0.00018662438,0.0006280884,0.00027454077,0.00018277935],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005065142,0.000144592,0.00024247242,0.00002881728,0.0015339573,0.0003726805,0.00092700525,0.00014222965,0.00019814755],"category_scores_gemma":[0.013163577,0.00008250822,0.00015574724,0.0003339777,0.0017295473,0.00045551668,0.0000746944,0.00054744864,0.000036936402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050809607,0.00021525193,0.34612823,0.000011122141,0.00033692768,0.000019306806,0.03228042,0.00006180429,0.048059646,0.37129754,0.011387485,0.18969418],"study_design_scores_gemma":[0.0011677358,0.00008802384,0.06684956,0.000023068564,0.00008709048,0.0000012810323,0.0070662326,0.00014942345,0.0037322624,0.013814054,0.9067181,0.0003032181],"about_ca_topic_score_codex":0.003094597,"about_ca_topic_score_gemma":0.0064443485,"teacher_disagreement_score":0.89533055,"about_ca_system_score_codex":0.00005060083,"about_ca_system_score_gemma":0.0004509618,"threshold_uncertainty_score":0.99976593},"labels":[],"label_agreement":null},{"id":"W2172378574","doi":"10.25071/1916-4467.40256","title":"Book Review- Simon, Roger I. (2014). A pedagogy of witnessing: Curatorial practice and the pursuit of social justice. Albany, NY: SUNY Press.","year":2015,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Bishop's University","funders":"","keywords":"Social justice; Economic Justice; Sociology; Psychoanalysis; Environmental ethics; Media studies; Art history; Psychology; Political science; History; Criminology; Philosophy; Law","score_opus":0.29371734650986364,"score_gpt":0.5771979622072497,"score_spread":0.2834806156973861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172378574","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010106685,0.5184432,0.00006330691,0.44977358,0.008738121,0.0032190292,0.00015651979,0.000017649814,0.009481899],"genre_scores_gemma":[0.84327,0.09567602,0.0016642441,0.02453732,0.014720318,0.00040034615,0.000005198504,0.00014804826,0.019578505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939522,0.0031524461,0.00072819786,0.000114499984,0.0016422479,0.00041041843],"domain_scores_gemma":[0.9891675,0.0026881509,0.0026947942,0.00012197698,0.005045027,0.00028255465],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.023610959,0.00012169711,0.0006246779,0.00008019832,0.00089824985,0.00008621704,0.00054651353,0.000117457246,0.000013086638],"category_scores_gemma":[0.11328525,0.00007451014,0.00023455087,0.00030918952,0.00071381166,0.00047503106,0.00009763249,0.000302675,9.3426297e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008039927,0.00004712261,0.002198946,0.00016995586,0.00051987823,0.0000012278385,0.0145871295,0.0000050848957,0.0000058477513,0.011625913,0.97057414,0.00018436686],"study_design_scores_gemma":[0.0012659744,0.00008914002,0.00069580605,0.00017635216,0.001142639,0.0000012966082,0.013935478,0.000019829038,0.00002669859,0.0012665696,0.98128927,0.00009096535],"about_ca_topic_score_codex":0.0104237655,"about_ca_topic_score_gemma":0.04459413,"teacher_disagreement_score":0.8331633,"about_ca_system_score_codex":0.0013345657,"about_ca_system_score_gemma":0.003394871,"threshold_uncertainty_score":0.99616593},"labels":[],"label_agreement":null},{"id":"W2174577610","doi":"10.7202/1033550ar","title":"Researching Photographic Participatory Inquiry in an E-Learning Environment","year":2015,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Scholarship; The arts; Photography; Participatory action research; Sociology; Multimedia; Computer science; Visual arts; Engineering ethics; Art; Engineering; World Wide Web; Political science","score_opus":0.9335157600855023,"score_gpt":0.6832430591379677,"score_spread":0.2502727009475346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174577610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99005634,0.0002691465,0.00049012876,0.00083815015,0.0008373522,0.0002052181,0.0000022898942,0.000020824016,0.007280552],"genre_scores_gemma":[0.9837857,0.00026376528,0.014980974,0.00029000358,0.00033508698,0.0000523254,0.0000011385532,0.00001649805,0.0002745481],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99096686,0.0061801868,0.0006559073,0.0003135614,0.0010662863,0.0008171797],"domain_scores_gemma":[0.9969814,0.0006324304,0.0004743027,0.00021475855,0.0005592631,0.0011378494],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03364708,0.00013902114,0.00023678753,0.0009985327,0.0016263895,0.00015699695,0.00079580233,0.000110468165,0.00013182685],"category_scores_gemma":[0.010612124,0.00014382166,0.00008649717,0.0014095482,0.0016655214,0.0015796042,0.00006658458,0.0005824657,0.000022821798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029977196,0.003801364,0.31398118,0.00015252024,0.00005073183,0.000054311255,0.47733724,0.035941467,0.0093656005,0.055574566,0.0016300585,0.10181117],"study_design_scores_gemma":[0.0011192424,0.0025446059,0.13763112,0.00071841624,0.00007358571,0.00018475998,0.51782477,0.008450864,0.0037488814,0.081097685,0.24568601,0.0009200679],"about_ca_topic_score_codex":0.0009500412,"about_ca_topic_score_gemma":0.00087959133,"teacher_disagreement_score":0.24405596,"about_ca_system_score_codex":0.003439491,"about_ca_system_score_gemma":0.0030620792,"threshold_uncertainty_score":0.99967337},"labels":[],"label_agreement":null},{"id":"W2178205569","doi":"10.1007/978-1-4020-8567-3_13","title":"Creating Collaborative Visions with Aboriginal Women: A Photovoice Project","year":2008,"lang":"en","type":"book-chapter","venue":"Social indicators research series","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Photovoice; Participatory action research; Vision; Community-based participatory research; Qualitative research; Sociology; Public relations; Critical appraisal; Promotion (chess); Citizen journalism; Critical reflection; Action research; Gender studies; Political science; Medicine; Pedagogy; Social science; Alternative medicine; Visual arts; Anthropology","score_opus":0.4252978957014567,"score_gpt":0.6301178839293213,"score_spread":0.20481998822786462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178205569","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021384982,0.0005609379,0.000006237299,0.000721781,0.00012911906,0.002615289,0.0003154865,0.00021938578,0.97404677],"genre_scores_gemma":[0.038333792,0.009171107,0.002131735,0.00011666938,0.003303653,0.0028168056,0.000097204946,0.0003377354,0.9436913],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98669976,0.003078793,0.0005754073,0.0010248946,0.006057685,0.0025634798],"domain_scores_gemma":[0.99440163,0.0018056028,0.0004255985,0.000457664,0.0019740304,0.0009354532],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009366372,0.0005626431,0.00095759315,0.0017098057,0.0097222105,0.0005630386,0.0011977034,0.0009388553,0.002481541],"category_scores_gemma":[0.0026365963,0.00051249546,0.00016746497,0.0025145544,0.012920189,0.00078916084,0.00029581835,0.0031483578,0.0001987836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011979055,0.00019401278,0.0006247243,0.00016652375,0.0005971494,0.000605659,0.57822925,3.24204e-7,0.00010669628,0.3742992,0.04028399,0.0036946107],"study_design_scores_gemma":[0.00030689337,0.0008696687,0.00015165616,0.0001744887,0.00001906429,0.0000028975714,0.047998637,5.523245e-7,0.00017399833,0.003615792,0.9461444,0.00054192747],"about_ca_topic_score_codex":0.0018880422,"about_ca_topic_score_gemma":0.0030506118,"teacher_disagreement_score":0.9058604,"about_ca_system_score_codex":0.0029779088,"about_ca_system_score_gemma":0.026696479,"threshold_uncertainty_score":0.9997327},"labels":[],"label_agreement":null},{"id":"W2182325870","doi":"10.36510/learnland.v4i1.370","title":"Poetic Bodies: Female Body Image, Sexual Identity and Arts-Based Research","year":2010,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Poetry; Viewpoints; Identity (music); Representation (politics); Sexual identity; Sociology; The arts; Gender studies; Gender identity; Psychology; Aesthetics; Human sexuality; Visual arts; Social psychology; Art; Literature; Political science; Law","score_opus":0.4941847904373291,"score_gpt":0.6278377017639517,"score_spread":0.1336529113266226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182325870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97348195,0.00010617932,0.00046081,0.0010818472,0.0001638994,0.00020977075,0.000001978936,0.00014761432,0.024345938],"genre_scores_gemma":[0.9923339,0.00002364989,0.0023207287,0.00004989685,0.00038449143,0.000044578836,0.0000028546517,0.000020723144,0.004819213],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99503344,0.0022275378,0.0001878203,0.0004043048,0.0012529602,0.00089391426],"domain_scores_gemma":[0.99588716,0.0030685535,0.000058407302,0.0002379965,0.0003344735,0.00041339445],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0144193005,0.00012045505,0.0001989561,0.00023864405,0.001770221,0.00057378644,0.00037410934,0.00015595017,0.0009808704],"category_scores_gemma":[0.021823943,0.000113563925,0.000037639835,0.00041014157,0.0009383974,0.00049594126,0.00017007704,0.0014316761,0.00020512771],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012338393,0.00023802821,0.8350504,0.00012823242,0.000041654297,0.00009032001,0.0324268,0.000037851758,0.104123,0.014460291,0.002309248,0.010970773],"study_design_scores_gemma":[0.0014739622,0.0008245984,0.2930159,0.00008819787,0.000041550527,0.0000047267204,0.03462202,0.008267874,0.0056652706,0.004396044,0.65080005,0.00079982134],"about_ca_topic_score_codex":0.0015431778,"about_ca_topic_score_gemma":0.0071463664,"teacher_disagreement_score":0.6484908,"about_ca_system_score_codex":0.000040254166,"about_ca_system_score_gemma":0.00035385633,"threshold_uncertainty_score":0.99993235},"labels":[],"label_agreement":null},{"id":"W2183092772","doi":"10.18357/jcs.v36i2.15086","title":"Reflections and Shadows: Ethical Issues in Pedagogical Documentation","year":2011,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Documentation; Sociology; Pedagogy; Visual arts; Engineering ethics; Art; Computer science; Engineering","score_opus":0.8309934471210327,"score_gpt":0.7327255956176476,"score_spread":0.09826785150338513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183092772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96942014,0.0060369577,0.000140301,0.00891606,0.0002670288,0.00014693353,5.8000694e-7,0.000014402196,0.015057602],"genre_scores_gemma":[0.98885304,0.004749505,0.005722817,0.00022418787,0.00024789013,0.0000059514405,3.3215056e-8,0.000004272018,0.00019227935],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976996,0.0011773064,0.00033511381,0.00009182634,0.00047853956,0.00021758067],"domain_scores_gemma":[0.99900156,0.00045420878,0.00013258473,0.000045657856,0.00023755895,0.00012845079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004608522,0.00006509558,0.00023750684,0.0001587691,0.00027768753,0.000034097084,0.0001107695,0.00008873947,0.00007504724],"category_scores_gemma":[0.0055734054,0.00004981409,0.00004814044,0.00024154129,0.00040972608,0.00031058062,0.000039291204,0.0005393369,0.00000427141],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008910873,0.00031410792,0.035321563,0.000012722199,0.00015581213,0.000049037433,0.9292728,0.0000013347883,0.00032192894,0.027067924,0.0012556824,0.006137985],"study_design_scores_gemma":[0.0009116813,0.00090485276,0.5413089,0.00017485023,0.00006023083,0.000018713023,0.33920825,0.000001523283,0.0008001279,0.09734058,0.019092647,0.00017768245],"about_ca_topic_score_codex":0.00017984386,"about_ca_topic_score_gemma":0.000973564,"teacher_disagreement_score":0.5900646,"about_ca_system_score_codex":0.000086963126,"about_ca_system_score_gemma":0.00014048802,"threshold_uncertainty_score":0.66722894},"labels":[],"label_agreement":null},{"id":"W2184053184","doi":"10.36510/learnland.v4i1.358","title":"Commentary: Disappearing Into Another’s Words Through Poetry in Research and Education","year":2010,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; University of Vermont","keywords":"Poetry; Creativity; Drama; Meaning (existential); Sociology; Linguistics; Psychology; Literature; Aesthetics; Epistemology; Art; Social psychology; Philosophy","score_opus":0.3716516758314659,"score_gpt":0.6112608971475613,"score_spread":0.23960922131609536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184053184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691922,0.0002020053,0.00005748221,0.0063591828,0.00017688562,0.00016918636,2.2342172e-7,0.000048509202,0.023794293],"genre_scores_gemma":[0.99571735,0.00009938678,0.0022992066,0.0002298432,0.000321281,0.000044032182,0.0000025650124,0.000014654509,0.0012716857],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709773,0.0015082542,0.00013833812,0.00025199263,0.0005063376,0.0004973237],"domain_scores_gemma":[0.9987117,0.00091991655,0.000033798864,0.00014004909,0.000074381634,0.00012015578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061776354,0.00007540687,0.00012247059,0.00016489073,0.0007355944,0.00018538126,0.00022936515,0.00010777675,0.00019477507],"category_scores_gemma":[0.0027145746,0.000072708055,0.000016276028,0.0005442187,0.00038475715,0.00031931704,0.0001397403,0.0011515188,0.000027595446],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000305538,0.00013754507,0.8650285,0.000022190543,0.00000612679,0.0000026490995,0.07300829,0.000005729368,0.004872887,0.01263147,0.0012618251,0.042992245],"study_design_scores_gemma":[0.0004909858,0.00017894203,0.14489584,0.00013775034,0.0000043766204,0.0000011069535,0.05352438,0.00042150498,0.0009940416,0.03662313,0.76244634,0.00028158186],"about_ca_topic_score_codex":0.010949597,"about_ca_topic_score_gemma":0.019398212,"teacher_disagreement_score":0.7611845,"about_ca_system_score_codex":0.00007602783,"about_ca_system_score_gemma":0.00021311754,"threshold_uncertainty_score":0.9984952},"labels":[],"label_agreement":null},{"id":"W2189177421","doi":"","title":"Reimagining Aboriginality, Addictions, and Collaborative Research in Inner City Vancouver, Canada","year":2015,"lang":"en","type":"article","venue":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Ethnography; Negotiation; Sociology; Action research; Addiction; Community-based participatory research; Focus group; Mental health; Grassroots; Disability studies; Politics; Public relations; Gender studies; Political science; Psychology; Pedagogy; Social science; Psychiatry","score_opus":0.5149757374702865,"score_gpt":0.5854737022312785,"score_spread":0.07049796476099202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189177421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96961033,0.00094556785,0.00016303259,0.0042475234,0.0016364412,0.0005014109,0.000034838897,0.00008920161,0.022771621],"genre_scores_gemma":[0.99463016,0.00030215524,0.0027116134,0.00017706856,0.0005144952,0.000059955422,0.000004172617,0.000030784453,0.0015695997],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893479,0.0061854515,0.00055400026,0.000594714,0.002047916,0.0012700281],"domain_scores_gemma":[0.99519974,0.0020764063,0.00015064032,0.00033498605,0.0013374595,0.0009007766],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02254886,0.00022528028,0.0003895484,0.00054599764,0.0013220853,0.00032510943,0.00054039113,0.00015436602,0.00002710019],"category_scores_gemma":[0.0076564713,0.00020457267,0.00003715212,0.0028718,0.0008855909,0.00055670546,0.0002119701,0.0016086742,0.000008264337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007321029,0.0005874474,0.48783442,0.00009175816,0.00023334878,0.0015904289,0.20880921,0.00034150635,0.0021511798,0.041727,0.23241137,0.02349023],"study_design_scores_gemma":[0.0015153446,0.00024854517,0.0067381724,0.0003638028,0.000025311801,0.000008767591,0.08964584,0.0011214977,0.0015105575,0.013388121,0.88479286,0.000641188],"about_ca_topic_score_codex":0.5183249,"about_ca_topic_score_gemma":0.8933787,"teacher_disagreement_score":0.6523815,"about_ca_system_score_codex":0.001713695,"about_ca_system_score_gemma":0.01224443,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W2193141434","doi":"10.7202/1033546ar","title":"On the Complexity of Digital Video Cameras in / as Research: Perspectives and agencements","year":2015,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Vignette; Psychology; Digital video; Reflection (computer programming); Computer science; Multimedia; Human–computer interaction; Social psychology","score_opus":0.9576369163043171,"score_gpt":0.7033419118145839,"score_spread":0.2542950044897332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193141434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94313323,0.0002258638,0.000053492546,0.006875416,0.00030688036,0.00022086118,0.0000090698095,0.0000046453847,0.04917053],"genre_scores_gemma":[0.99674636,0.0001618717,0.0022374352,0.00019622318,0.00008925499,0.000018230305,3.3970198e-7,0.000006004938,0.0005442849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99526674,0.00265539,0.00041790318,0.00020811858,0.0010229639,0.00042886697],"domain_scores_gemma":[0.99609005,0.0015723687,0.00033877592,0.00016021146,0.0014429467,0.00039566404],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.020755643,0.00008772295,0.00017082969,0.0005487896,0.0011790565,0.00013923805,0.000614953,0.000052313117,0.00009745384],"category_scores_gemma":[0.033279233,0.00006984273,0.000048664377,0.0014587697,0.0049109245,0.00080230826,0.00006429323,0.0003221701,0.000011606245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010603437,0.0009697123,0.008868389,0.000030339968,0.000018563647,0.0000039177853,0.15533125,0.00019829413,0.0004698017,0.82314193,0.0023637605,0.008498031],"study_design_scores_gemma":[0.00024093049,0.00082163705,0.016946593,0.000260634,0.000010318449,0.00004634484,0.42517287,0.0002556958,0.0010896062,0.5365565,0.018452477,0.00014643627],"about_ca_topic_score_codex":0.0014203152,"about_ca_topic_score_gemma":0.0006498161,"teacher_disagreement_score":0.28658545,"about_ca_system_score_codex":0.001960908,"about_ca_system_score_gemma":0.0025018684,"threshold_uncertainty_score":0.99779713},"labels":[],"label_agreement":null},{"id":"W2195476514","doi":"10.1007/978-94-6091-596-3_2","title":"Drawings as Research Method","year":2011,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Visual research; Visual arts; The arts; Citizen journalism; Visual methods; Art; Art history; Sociology; Psychology; Computer science; World Wide Web","score_opus":0.7780940821356691,"score_gpt":0.6580986694892285,"score_spread":0.11999541264644065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2195476514","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000744973,0.00019155658,0.0002548634,0.0005596084,0.0008733658,0.0010865153,0.000013226756,0.0003471435,0.9965992],"genre_scores_gemma":[0.00092907203,0.000039202063,0.0057329577,0.00044065106,0.0012015649,0.000069049136,0.00000757163,0.00020753486,0.9913724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873621,0.0043603303,0.0006644191,0.0012587614,0.0041950494,0.002159343],"domain_scores_gemma":[0.9923623,0.002854087,0.00027242216,0.0012082208,0.0018512555,0.0014517087],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.03375103,0.00051578565,0.00076603313,0.0012026217,0.0016853737,0.0011547925,0.0016488703,0.0014975879,0.00806682],"category_scores_gemma":[0.0075007896,0.0005404311,0.00042218697,0.00016133138,0.0036252448,0.0004806485,0.0006301536,0.0033200053,0.0022911248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006206671,0.000015171243,0.0000034583577,0.000028849083,0.0001227015,0.00019900782,0.023287253,5.857158e-8,0.00009735878,0.8242307,0.07855119,0.07340222],"study_design_scores_gemma":[0.00012378812,0.0001102167,0.0000027679084,0.000088125475,0.000029064153,0.0000033862336,0.0010270749,0.000001547289,0.000216097,0.34470528,0.6533307,0.00036195325],"about_ca_topic_score_codex":0.009148369,"about_ca_topic_score_gemma":0.0017771717,"teacher_disagreement_score":0.5747795,"about_ca_system_score_codex":0.00085430226,"about_ca_system_score_gemma":0.0043862127,"threshold_uncertainty_score":0.9998821},"labels":[],"label_agreement":null},{"id":"W2219837050","doi":"10.1177/1476750315616684","title":"Transformative research as knowledge mobilization: Transmedia, bridges, and layers","year":2015,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transformative learning; Participatory action research; Mainstream; Knowledge transfer; Sociology; Citizen journalism; Positivism; Action research; Mobilization; New media; Knowledge management; Public relations; Political science; Pedagogy","score_opus":0.962218324450557,"score_gpt":0.7998834208303206,"score_spread":0.1623349036202364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219837050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7185558,0.0012342907,0.0016554457,0.007883222,0.00036143538,0.0016261536,0.000008725058,0.00014842545,0.2685265],"genre_scores_gemma":[0.98824054,0.0012891229,0.00026460664,0.000027067588,0.0003938559,0.00029656026,0.0000046987825,0.000022697446,0.009460846],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98139113,0.013373629,0.00025782955,0.00042025538,0.0033034573,0.0012537214],"domain_scores_gemma":[0.9924582,0.003320733,0.000024049625,0.000268803,0.0026474213,0.0012807908],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05099825,0.00011011767,0.00018411328,0.00075679243,0.0016774388,0.0003155692,0.00043872712,0.00021203315,0.0003932603],"category_scores_gemma":[0.01014868,0.000108686676,0.000041737487,0.002514998,0.0028004835,0.0009164697,0.00009505666,0.001258855,0.00077611476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008640235,0.0008248897,0.0059469477,0.0001947591,0.00008552004,0.00005246338,0.52363837,0.000032083848,0.005436298,0.114797905,0.05248011,0.29564667],"study_design_scores_gemma":[0.00086960563,0.00063303986,0.0020620837,0.00004505284,0.000005015751,0.0000037557866,0.18395112,0.00084187434,0.008113065,0.012126688,0.7911571,0.00019157626],"about_ca_topic_score_codex":0.006405238,"about_ca_topic_score_gemma":0.00454496,"teacher_disagreement_score":0.738677,"about_ca_system_score_codex":0.00082457147,"about_ca_system_score_gemma":0.002936574,"threshold_uncertainty_score":0.99991333},"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":["scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2224484945","doi":"10.1162/leon_a_01233","title":"Expressive Cartography, Boundary Objects and the Aesthetics of Public Visualization","year":2016,"lang":"en","type":"article","venue":"Leonardo","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Visualization; Conceptualization; Indexicality; Artifact (error); Object (grammar); Visibility; Modalities; Boundary object; Computer science; Process (computing); Aesthetics; Sociology; Human–computer interaction; Visual arts; Epistemology; Art; Geography; Artificial intelligence; Social science; Philosophy","score_opus":0.31717681068208514,"score_gpt":0.5437053986222856,"score_spread":0.22652858794020048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224484945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96059215,0.0016900735,0.00917607,0.01122593,0.00022493102,0.0005797305,0.000011738408,0.000074326155,0.016425032],"genre_scores_gemma":[0.99877965,0.000500932,0.00019296679,0.000087239285,0.000061966544,0.00003459401,3.4431514e-7,0.00000767599,0.00033461212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996675,0.0021855237,0.00015518452,0.00014444799,0.00053603866,0.000303813],"domain_scores_gemma":[0.9984282,0.0009654846,0.000089405905,0.00017952404,0.000198623,0.00013875095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033951562,0.0000652561,0.0001375536,0.00007905801,0.00036494166,0.00006579636,0.00021182191,0.000060765626,0.00006710446],"category_scores_gemma":[0.002811577,0.000036020963,0.00005459605,0.00031718847,0.0026822132,0.00020561178,0.00007039725,0.000052570882,0.000006357893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080288475,0.00006453288,0.035048317,0.000017636372,0.00003757419,0.000003662337,0.03255343,2.8499917e-7,0.0057778987,0.8270155,0.00050821685,0.09889263],"study_design_scores_gemma":[0.0074603134,0.00056846876,0.05846439,0.00034693797,0.00011218658,0.0000062897384,0.063298576,0.00019975287,0.03146274,0.16832142,0.66893774,0.0008212173],"about_ca_topic_score_codex":0.00019568508,"about_ca_topic_score_gemma":0.00028207467,"teacher_disagreement_score":0.6684295,"about_ca_system_score_codex":0.000028258382,"about_ca_system_score_gemma":0.0002426681,"threshold_uncertainty_score":0.9882726},"labels":[],"label_agreement":null},{"id":"W2226386805","doi":"10.29173/bsuj284","title":"BSUJ special issue (psychology of self and others) photography: 'Father'","year":2015,"lang":"en","type":"article","venue":"Behavioural Sciences Undergraduate Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photography; Psychology; Psychoanalysis; Sociology; Visual arts; Social psychology; Art","score_opus":0.5889895688377255,"score_gpt":0.6028126867141786,"score_spread":0.013823117876453184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226386805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497188,0.00029036068,0.00027804376,0.006948197,0.0012050637,0.0002301436,0.0000040833424,0.00004574066,0.041279573],"genre_scores_gemma":[0.99109775,0.000432929,0.0064328676,0.00017522792,0.0013253192,0.0000056552935,2.1585628e-7,0.000012039905,0.0005179985],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518484,0.0017511009,0.00043562092,0.00031430172,0.0015201893,0.0007939221],"domain_scores_gemma":[0.99809515,0.00026038033,0.0003110053,0.00014058646,0.00029223593,0.0009006085],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009502914,0.000160112,0.00029363862,0.00034594693,0.00090604456,0.0002516326,0.00069168047,0.00011876535,0.0003605526],"category_scores_gemma":[0.00082015456,0.00012963456,0.00011591039,0.0010411883,0.0027888042,0.0006213737,0.00008670054,0.00038184205,0.000025158764],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020688707,0.00081602467,0.837098,0.000012425458,0.000099575474,0.00013644986,0.04987589,0.000020585494,0.0031539234,0.03048617,0.027226884,0.05086718],"study_design_scores_gemma":[0.00597121,0.005584961,0.2628603,0.00019731493,0.00030425805,0.00046338563,0.06350405,0.00061033916,0.0029795696,0.18593611,0.4698458,0.0017427068],"about_ca_topic_score_codex":0.0013463104,"about_ca_topic_score_gemma":0.0010028192,"teacher_disagreement_score":0.5742377,"about_ca_system_score_codex":0.0001314339,"about_ca_system_score_gemma":0.00083658076,"threshold_uncertainty_score":0.999925},"labels":[],"label_agreement":null},{"id":"W2231610428","doi":"10.29173/bsuj287","title":"BSUJ 2(1) part 3 photography: 'Protester'","year":2015,"lang":"en","type":"article","venue":"Behavioural Sciences Undergraduate Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stereotype (UML); Photography; Psychology; Sociology; Cognition; Social psychology; Psychoanalysis; Visual arts; Cognitive science; Art","score_opus":0.8327341184486312,"score_gpt":0.6298648661903391,"score_spread":0.2028692522582921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231610428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94479716,0.00043137922,0.0009782488,0.014568561,0.0022238807,0.0004637441,0.0000054337384,0.00016717792,0.036364447],"genre_scores_gemma":[0.9918491,0.00016695641,0.0051514655,0.00025837385,0.00057048,0.000026023079,7.812426e-7,0.000015777201,0.0019610424],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99229026,0.0024337042,0.00050219276,0.00039389406,0.0029582975,0.0014216427],"domain_scores_gemma":[0.9967672,0.00033343188,0.00029346862,0.00020770765,0.00048010956,0.0019180384],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.015437121,0.00021455692,0.00027413355,0.0003711171,0.0025342621,0.001119094,0.0011985032,0.00011768882,0.00024206859],"category_scores_gemma":[0.0026030776,0.0001727576,0.00020482646,0.001704179,0.0025697576,0.001459504,0.00013719224,0.00062059134,0.00014319005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012125597,0.0006227451,0.87208337,0.0000076199644,0.00006176139,0.00040610178,0.017331954,0.00010222078,0.0012784211,0.038306583,0.035722975,0.03395501],"study_design_scores_gemma":[0.004870929,0.0040596924,0.1171203,0.00039677104,0.00026261815,0.0006548402,0.05630976,0.0009972502,0.0037581492,0.27853495,0.53011346,0.0029213016],"about_ca_topic_score_codex":0.0028158964,"about_ca_topic_score_gemma":0.0018547417,"teacher_disagreement_score":0.75496304,"about_ca_system_score_codex":0.00039811208,"about_ca_system_score_gemma":0.002212492,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W2237902205","doi":"10.37119/ojs2015.v21i2.261","title":"Using Art-Based Ways of Knowing to Explore Leadership and Identity With Native American Deaf Women","year":2015,"lang":"en","type":"article","venue":"in education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Identity (music); Spirituality; Narrative; Identification (biology); Psychology; Native american; Indigenous culture; Visual arts; Aesthetics; Sociology; Gender studies; Social psychology; Anthropology; Art; Literature","score_opus":0.8766160544256398,"score_gpt":0.6700474621541153,"score_spread":0.20656859227152458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237902205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99370843,0.000022038419,0.0033554959,0.0016768725,0.000050927534,0.00017713467,3.0567648e-7,0.000008720563,0.0010000664],"genre_scores_gemma":[0.9904093,7.583275e-7,0.00898757,0.00044425466,0.00005718105,0.000056780613,3.9548235e-7,0.00000484994,0.000038887403],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986674,0.00055334455,0.000091370384,0.00011821481,0.00034158202,0.00022805145],"domain_scores_gemma":[0.9993107,0.00020860169,0.000055072524,0.00007249769,0.00017271351,0.00018042098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022213073,0.000041696658,0.00009225854,0.00015392952,0.00006223933,0.000031659383,0.00008566497,0.00001930464,0.0000064588976],"category_scores_gemma":[0.0022691598,0.00004124458,0.0000061374794,0.00069554814,0.00029097043,0.00031811424,0.00001299073,0.00007439135,0.0000033183394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012807673,0.0003077822,0.2632112,0.00004289918,0.000011683503,0.0000018853209,0.6903841,0.00034176128,0.0024792026,0.0028286534,0.00049398025,0.03976878],"study_design_scores_gemma":[0.00031622584,0.00040335782,0.05601571,0.00015106714,0.0000073049764,2.2231394e-7,0.92994136,0.00064715487,0.004370967,0.0041814675,0.0037806116,0.00018452895],"about_ca_topic_score_codex":0.0027942075,"about_ca_topic_score_gemma":0.0013356213,"teacher_disagreement_score":0.23955728,"about_ca_system_score_codex":0.00054123893,"about_ca_system_score_gemma":0.0014395496,"threshold_uncertainty_score":0.42240247},"labels":[],"label_agreement":null},{"id":"W2238359845","doi":"10.7331/vm.v3i2.64","title":"Re/formulating Ethical Issues for Visual Research Methods","year":2015,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Visual research; Confidentiality; Ethical issues; Engineering ethics; Visual methods; Informed consent; Research ethics; Harm; Psychology; Management science; Computer science; Social psychology; Medicine; Engineering","score_opus":0.9724609598847069,"score_gpt":0.8633934369317776,"score_spread":0.10906752295292932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238359845","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061848644,0.0005218034,0.3747775,0.04711764,0.000933778,0.0025835014,0.0000048475868,0.0006107621,0.5116015],"genre_scores_gemma":[0.28284734,0.000016493437,0.6978432,0.00053877523,0.0011700353,0.00026676833,0.0000019744443,0.00003347877,0.017281909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98283607,0.013210479,0.00033196938,0.00038650187,0.0019454149,0.0012895586],"domain_scores_gemma":[0.98641145,0.010907732,0.00004439693,0.00024611765,0.0014532394,0.0009370449],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1345844,0.000106132466,0.0002512636,0.00020602261,0.0010356151,0.00024045326,0.00049703097,0.00041652442,0.00034217187],"category_scores_gemma":[0.11989596,0.00009219462,0.000085648404,0.00086659,0.00090242055,0.00027569968,0.0002364678,0.0009386383,0.00012805342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026185726,0.00018242591,0.0019043082,0.000041816555,0.00004058401,0.0000066665007,0.074129954,0.00001800153,0.003757273,0.6951781,0.060898855,0.16358015],"study_design_scores_gemma":[0.0004615961,0.00048346433,0.00013799287,0.000019427314,0.0000062742797,1.4932712e-7,0.05343903,0.011028623,0.011885292,0.11552126,0.80681175,0.00020513961],"about_ca_topic_score_codex":0.0031074134,"about_ca_topic_score_gemma":0.0013680714,"teacher_disagreement_score":0.7459129,"about_ca_system_score_codex":0.00033499816,"about_ca_system_score_gemma":0.0012480845,"threshold_uncertainty_score":0.89112747},"labels":[],"label_agreement":null},{"id":"W2244161983","doi":"10.1089/aid.2014.0021","title":"Imagining Adherence: Body Mapping Research with HIV-Positive Men and Women in Canada","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"AIDS Vancouver; University of British Columbia; Queen's University; Western University","funders":"","keywords":"Excellence; Human immunodeficiency virus (HIV); Gender studies; Politics; The arts; Sociology; Media studies; Medicine; Political science; Visual arts; Art; Family medicine; Law","score_opus":0.485550850447427,"score_gpt":0.582007564254882,"score_spread":0.09645671380745496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2244161983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93613,0.00019890546,0.000022386346,0.00025905456,0.0000139594795,0.0004495356,0.00000917671,0.000020232745,0.06289676],"genre_scores_gemma":[0.9967594,0.00016266629,0.0002984399,0.000043094606,0.0001399756,0.00020437849,0.0000019361194,0.000022830722,0.0023672434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9879029,0.006167331,0.00026340215,0.00060189125,0.002506328,0.0025581568],"domain_scores_gemma":[0.99413246,0.0038016688,0.000044186396,0.00029432712,0.0006300874,0.0010972419],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.028636118,0.00015436037,0.00033813194,0.00073198485,0.0020031247,0.0004882916,0.00048033817,0.000077120276,0.00020040658],"category_scores_gemma":[0.004740727,0.00013638135,0.000012617155,0.0012813786,0.002803739,0.0004654209,0.00040530594,0.0012725553,0.000013264685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016728148,0.000057818175,0.9312721,0.000060756316,0.000032131167,0.00007339252,0.03024598,4.4998404e-7,0.0021762114,0.027438235,0.0012564694,0.007219165],"study_design_scores_gemma":[0.0013028082,0.0029747281,0.8022752,0.00031853036,0.0000030968004,0.0000020285545,0.15818183,0.00007378592,0.0010145304,0.013728034,0.01972635,0.0003991162],"about_ca_topic_score_codex":0.8928775,"about_ca_topic_score_gemma":0.7819845,"teacher_disagreement_score":0.12899695,"about_ca_system_score_codex":0.0017527841,"about_ca_system_score_gemma":0.003482604,"threshold_uncertainty_score":0.99991006},"labels":[],"label_agreement":null},{"id":"W2252967354","doi":"10.1177/1609406915614150","title":"A Novel Visual Method for Studying Complex Health Transitions for Older People Living With Dementia","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Alberta; Island Health","funders":"","keywords":"Dementia; Health care; Psychology; Older people; Gerontology; Social care; Medicine; Nursing; Political science","score_opus":0.9396500659514614,"score_gpt":0.8018422815181278,"score_spread":0.13780778443333364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252967354","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068647736,0.00018635225,0.9829469,0.008387713,0.0005522494,0.00073413353,0.0000735168,0.00001805329,0.00023631688],"genre_scores_gemma":[0.093224004,0.000007900578,0.90553045,0.0005329649,0.00045526717,0.0001302974,0.000005323996,0.000025837047,0.00008797131],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98434794,0.012743525,0.000839137,0.00023950994,0.0013447742,0.00048514328],"domain_scores_gemma":[0.977681,0.016773479,0.0007975935,0.00007948642,0.0041795815,0.00048886135],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08621737,0.00015899804,0.0005088003,0.00037539194,0.00040542477,0.00015816283,0.00051851204,0.0000547445,0.000051529987],"category_scores_gemma":[0.013792997,0.00013576979,0.00024065406,0.0003404949,0.00022325468,0.00052121066,0.00004502491,0.0002177279,8.2189786e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074311125,0.0009002787,0.00044463397,0.0000587568,0.0015706575,0.0000019747429,0.8621515,0.00038761253,0.004090408,0.055129103,0.001615819,0.07290617],"study_design_scores_gemma":[0.00869044,0.004261865,0.00928266,0.0006193113,0.0003195654,0.000038640042,0.8915515,0.015299826,0.0010653955,0.025778228,0.042470757,0.00062179886],"about_ca_topic_score_codex":0.00039975578,"about_ca_topic_score_gemma":0.00055179535,"teacher_disagreement_score":0.08635923,"about_ca_system_score_codex":0.0005213626,"about_ca_system_score_gemma":0.0018789544,"threshold_uncertainty_score":0.9945142},"labels":[],"label_agreement":null},{"id":"W2253891593","doi":"10.29173/cjfy27142","title":"The Effects of Neighbourhood, Community, and Social Networks on Marginalized Youths’ Well-being: An Arts-based Approach","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Neighbourhood (mathematics); Feeling; The arts; Sociology; Poverty; Sense of community; Focus group; Social psychology; Participant observation; Collective efficacy; Gender studies; Psychology; Social science; Political science; Economic growth","score_opus":0.14858303585246097,"score_gpt":0.442061404784968,"score_spread":0.29347836893250706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253891593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863619,0.0011482044,0.0022444513,0.0014133205,0.00030080418,0.0001680071,0.000018274048,0.0000062623917,0.008338776],"genre_scores_gemma":[0.9979629,0.00043428683,0.00025566504,0.0008770468,0.00032306527,0.000004398066,0.0000010471598,0.000031409087,0.000110204885],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98869425,0.009035446,0.00049810676,0.00014438438,0.0005081413,0.0011196742],"domain_scores_gemma":[0.9933317,0.0033821797,0.0004633823,0.0001878984,0.000410248,0.0022246116],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017060908,0.0002227084,0.0004495428,0.00036956847,0.0030644361,0.00041139088,0.000685062,0.0002564613,0.000007328374],"category_scores_gemma":[0.002984956,0.00015296624,0.00014331595,0.00028252217,0.0016357154,0.0003278237,0.000032883127,0.0013347811,2.7667528e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022696166,0.0005135654,0.17064829,0.0002893101,0.00077915896,0.0024817232,0.5305695,0.0007603611,0.0018390623,0.2172525,0.0023799168,0.07021699],"study_design_scores_gemma":[0.014091835,0.00498116,0.45477986,0.0018273896,0.00062153715,0.0009947411,0.45580992,0.0011838288,0.0005758349,0.024241708,0.039291777,0.0016004278],"about_ca_topic_score_codex":0.07996923,"about_ca_topic_score_gemma":0.13913034,"teacher_disagreement_score":0.28413156,"about_ca_system_score_codex":0.0006445636,"about_ca_system_score_gemma":0.00691105,"threshold_uncertainty_score":0.99871886},"labels":[],"label_agreement":null},{"id":"W2256196936","doi":"10.1177/1609406915621408","title":"Pictorial Narrative Mapping as a Qualitative Analytic Technique","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Toronto General Hospital; Health Sciences Centre; Toronto Metropolitan University","funders":"","keywords":"Narrative; Context (archaeology); Narrative inquiry; Narrative criticism; Meaning (existential); Qualitative research; Process (computing); Representation (politics); Attunement; Psychology; Epistemology; Computer science; Sociology; Art; Social science; History; Medicine","score_opus":0.96424673364756,"score_gpt":0.8346968430046882,"score_spread":0.1295498906428718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256196936","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051339168,0.00032405197,0.9081457,0.0058603478,0.0039865198,0.0004493858,0.000016370364,0.000043988523,0.02983444],"genre_scores_gemma":[0.31357196,0.000034844234,0.6825728,0.00029721856,0.0019977062,0.00005950984,0.0000024175138,0.000027554208,0.0014360457],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9290815,0.066167004,0.0011727222,0.00027241695,0.002841524,0.00046480625],"domain_scores_gemma":[0.97882664,0.012341021,0.0012043439,0.0001632717,0.0067407694,0.000723962],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12551484,0.00021956864,0.0005922964,0.0008259171,0.00022828895,0.00018916414,0.0011481243,0.00016092829,0.00031177787],"category_scores_gemma":[0.10940786,0.00019470743,0.00030973117,0.0008306497,0.0011000149,0.0009969557,0.00014303753,0.00071205036,0.000037871476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044536951,0.00012953105,0.000036428282,0.000004578776,0.00047073723,0.0000688961,0.89053905,0.000008697339,0.004655369,0.09263383,0.0013028192,0.009704671],"study_design_scores_gemma":[0.0007780808,0.00041061765,0.000040222887,0.000093593386,0.000022178509,0.000015145394,0.6803177,0.000020947718,0.004066509,0.25706497,0.05698911,0.00018095189],"about_ca_topic_score_codex":0.00074666354,"about_ca_topic_score_gemma":0.000044699394,"teacher_disagreement_score":0.26223278,"about_ca_system_score_codex":0.0013599804,"about_ca_system_score_gemma":0.00272213,"threshold_uncertainty_score":0.9004665},"labels":[],"label_agreement":null},{"id":"W2262737542","doi":"10.46743/2160-3715/2015.2396","title":"Engaging Young Fathers in Research through Photo-Interviewing","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interview; Data collection; Agency (philosophy); Qualitative research; Psychology; Visual research; Qualitative property; Sense of agency; Semi-structured interview; Social psychology; Applied psychology; Sociology; Computer science; Social science","score_opus":0.9691370551708867,"score_gpt":0.8199870572172954,"score_spread":0.1491499979535913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262737542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6896244,0.00048158833,0.0020668055,0.0030379882,0.0002753523,0.00058117375,0.0000014512784,0.00006105649,0.30387014],"genre_scores_gemma":[0.9927589,0.000034796725,0.0019205977,0.00009270147,0.00016101627,0.00016497455,0.000001149014,0.000019674922,0.0048461575],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9571032,0.03878286,0.000557899,0.000378256,0.0022244845,0.0009533024],"domain_scores_gemma":[0.9930324,0.005412569,0.00015419975,0.00045887494,0.00070001074,0.0002419238],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18710442,0.0001134065,0.0002558849,0.00014001901,0.0006569267,0.00011897026,0.0005698543,0.000072162715,0.00009822593],"category_scores_gemma":[0.048882682,0.000084187974,0.00007398278,0.0013081669,0.001548471,0.00046496268,0.00019732752,0.0008243749,0.000118468844],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003869324,0.00004871578,0.0020209467,0.000008408501,0.000020131547,0.00022725872,0.9685131,0.0000057724856,0.00039654918,0.02659537,0.0010929825,0.0010321119],"study_design_scores_gemma":[0.00020180392,0.00007161339,0.00053549284,0.00007639219,0.0000038805524,0.000008733945,0.873981,0.000063486455,0.0008979776,0.07586259,0.04817111,0.0001259449],"about_ca_topic_score_codex":0.024395667,"about_ca_topic_score_gemma":0.0025964745,"teacher_disagreement_score":0.3031345,"about_ca_system_score_codex":0.00079503976,"about_ca_system_score_gemma":0.0011387786,"threshold_uncertainty_score":0.98210096},"labels":[],"label_agreement":null},{"id":"W2266253169","doi":"10.1177/1609406915611527","title":"Methods-in-Place","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Indigenous; Context (archaeology); Qualitative research; Sociology; Perception; Culturally appropriate; Social research; Social science; Psychology; Geography; Medicine; Ecology","score_opus":0.9772387647133847,"score_gpt":0.8632379686038352,"score_spread":0.1140007961095495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266253169","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022864558,0.0008370293,0.93667275,0.0066091036,0.002859217,0.00014015898,0.0000044566445,0.000016822847,0.029995907],"genre_scores_gemma":[0.024236284,0.000065484775,0.97364384,0.00027942032,0.0005465054,0.000009227414,4.744341e-7,0.000014490876,0.0012042492],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.92249376,0.074188784,0.00094149983,0.00018391602,0.0017909514,0.00040109718],"domain_scores_gemma":[0.9829602,0.013179145,0.0005894751,0.00012022404,0.0026432814,0.0005076271],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17478047,0.0001252237,0.0003909597,0.0006218839,0.00006769352,0.00010591614,0.0009993991,0.000095022726,0.00021544476],"category_scores_gemma":[0.089453064,0.00011151635,0.00016840195,0.0005353495,0.00052894535,0.0006739079,0.00010509667,0.00050778984,0.000024593064],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006152609,0.00029227155,0.0010342055,0.0000059425884,0.0002663204,0.00015742157,0.58330065,0.00015647268,0.006387549,0.14662597,0.0026561427,0.25850183],"study_design_scores_gemma":[0.0018633392,0.00033825875,0.00088711514,0.00010271626,0.00002384054,0.000022159997,0.23833604,0.0003951619,0.010602483,0.2603768,0.48677567,0.0002764202],"about_ca_topic_score_codex":0.0004599532,"about_ca_topic_score_gemma":0.00009787104,"teacher_disagreement_score":0.4841195,"about_ca_system_score_codex":0.00087529706,"about_ca_system_score_gemma":0.0014306329,"threshold_uncertainty_score":0.9182169},"labels":[],"label_agreement":null},{"id":"W2267512402","doi":"10.1177/1049732315616623","title":"Concept Mapping","year":2015,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dialectic; Process (computing); Identification (biology); Psychology; Qualitative research; Epistemology; Sociology; Cognitive science; Human–computer interaction; Computer science; Social science","score_opus":0.9910213110031679,"score_gpt":0.8671691747628527,"score_spread":0.12385213624031521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267512402","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22725672,0.008696132,0.03625094,0.21102427,0.0012917203,0.005306653,0.00007808995,0.00061721733,0.5094783],"genre_scores_gemma":[0.9582767,0.00019786722,0.019634692,0.001433025,0.0008065933,0.0003717809,0.000008668015,0.000041051644,0.01922964],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91981745,0.07379329,0.0004136191,0.00038461428,0.0036792126,0.0019117967],"domain_scores_gemma":[0.98669565,0.008689085,0.00008963108,0.00029459482,0.0019947705,0.0022362606],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1662583,0.00009804009,0.00028299342,0.00040270304,0.0014922307,0.00013201598,0.0005239396,0.000096855605,0.0002792778],"category_scores_gemma":[0.05641,0.00009585652,0.000046162295,0.0019971807,0.0025496748,0.000319884,0.00016271128,0.0008752768,0.00092165335],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027062846,0.000058632086,0.00015801589,0.000022934575,0.000007726911,0.00000522766,0.71868926,0.0000010775025,0.000016625254,0.21395847,0.048956484,0.018098481],"study_design_scores_gemma":[0.00026062803,0.00026467736,0.00021869192,0.000031927975,2.445047e-7,1.2563261e-7,0.51986617,0.00004091935,0.000040424984,0.03234157,0.44685948,0.000075126016],"about_ca_topic_score_codex":0.013058418,"about_ca_topic_score_gemma":0.0009464493,"teacher_disagreement_score":0.73102,"about_ca_system_score_codex":0.001582003,"about_ca_system_score_gemma":0.008390322,"threshold_uncertainty_score":0.99985623},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2267568852","doi":"","title":"Participatory Visual and Digital Methods (2013) by Aline Gubrium & Krista Harper","year":2015,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Sociology","score_opus":0.7459671090332961,"score_gpt":0.7238962595078823,"score_spread":0.022070849525413827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267568852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8868628,0.0048151053,0.00031617473,0.052577812,0.0007380791,0.0003269939,0.000011748706,0.000002806282,0.05434846],"genre_scores_gemma":[0.9372207,0.00031550328,0.0035957466,0.00018213886,0.0012607186,0.00004051935,0.000007602787,0.000034219178,0.057342857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99110866,0.004864032,0.00060901284,0.0002791991,0.0022166204,0.00092247716],"domain_scores_gemma":[0.96098465,0.03439048,0.00019944666,0.00020107739,0.0023293872,0.001894973],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.021733226,0.00014324776,0.00030863524,0.00036638766,0.0004872143,0.000459241,0.00059750705,0.00012969911,0.003223231],"category_scores_gemma":[0.13279787,0.00012679424,0.00008813556,0.00070716045,0.0015468589,0.0011367721,0.0001889356,0.00070912513,0.0002454408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040531688,0.0013269103,0.08964389,0.000030233297,0.00018854224,0.0000046677524,0.018653193,0.000007178339,0.0029506453,0.016334135,0.8592767,0.011178595],"study_design_scores_gemma":[0.00057861564,0.00048109738,0.0037561704,0.000045524197,0.000024346324,0.000017472714,0.0068992414,0.00016379164,0.00080916606,0.0052791066,0.9817463,0.00019917796],"about_ca_topic_score_codex":0.0033164863,"about_ca_topic_score_gemma":0.0007539809,"teacher_disagreement_score":0.1224696,"about_ca_system_score_codex":0.00044980514,"about_ca_system_score_gemma":0.0052219094,"threshold_uncertainty_score":0.99768794},"labels":[],"label_agreement":null},{"id":"W2274129515","doi":"10.3390/soc6010006","title":"Taken for Granted: Material Relations Between Disability and Codes/Guidelines","year":2016,"lang":"en","type":"article","venue":"Societies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Agency (philosophy); Disability studies; Representation (politics); Set (abstract data type); Motion (physics); Sociology; Public relations; Political science; Gender studies; Computer science; Social science; Artificial intelligence; Law; Politics","score_opus":0.7042380764516941,"score_gpt":0.6546750587372486,"score_spread":0.04956301771444549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274129515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730458,0.000088043664,0.0065832683,0.0180423,0.00022383158,0.00044360544,0.0002982444,0.000105426516,0.001169453],"genre_scores_gemma":[0.98892164,0.00006164769,0.0061475304,0.00005531461,0.0006781645,0.00011252354,0.000004058513,0.0000107885335,0.004008333],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846417,0.0005173674,0.00020941054,0.00018334709,0.00028984563,0.00033584613],"domain_scores_gemma":[0.9978553,0.0016459348,0.00004892778,0.00011750463,0.00019939693,0.00013295449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037933,0.000072391915,0.0001523922,0.000012406234,0.0006596685,0.00006683277,0.0001313672,0.000104633174,0.00017466355],"category_scores_gemma":[0.005324675,0.000050481587,0.00006833785,0.000085880616,0.0018556727,0.00021614996,0.000050509996,0.000044362154,0.000011450778],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008547116,0.000058866935,0.8114975,0.00007387352,0.000096098716,3.0342528e-7,0.017950414,4.139753e-7,0.006794245,0.061090324,0.062436797,0.039915714],"study_design_scores_gemma":[0.0011566259,0.0002106178,0.30920982,0.00010795153,0.000087978086,1.5179077e-7,0.015577015,0.00003682178,0.005290602,0.3078927,0.3599405,0.0004891784],"about_ca_topic_score_codex":0.00027923466,"about_ca_topic_score_gemma":0.0002823357,"teacher_disagreement_score":0.5022877,"about_ca_system_score_codex":0.00009902239,"about_ca_system_score_gemma":0.00013192648,"threshold_uncertainty_score":0.68373036},"labels":[],"label_agreement":null},{"id":"W2281184071","doi":"10.7202/1044584ar","title":"Everyday Ethics: Framing youth participation in organizational practice","year":2018,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Framing (construction); Insider; Sociology; Public relations; Citizen journalism; Youth work; Engineering ethics; Political science","score_opus":0.4487639340522965,"score_gpt":0.6172372247492574,"score_spread":0.16847329069696088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281184071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87129205,0.00012415183,0.04399579,0.007418653,0.00031689537,0.00046164906,0.000007675722,0.00018324904,0.07619985],"genre_scores_gemma":[0.9824484,0.000092902024,0.014335058,0.0024436642,0.00041764107,0.000027882576,0.0000048838315,0.000020600555,0.00020894167],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99302137,0.0051553077,0.0002609286,0.00025897368,0.0006932739,0.00061013806],"domain_scores_gemma":[0.99637765,0.0024495227,0.00010871479,0.00016049836,0.0006662292,0.00023739123],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0128593845,0.000100163015,0.00012840774,0.00012997423,0.0006393571,0.000118198615,0.00026055245,0.00043363718,0.00031048403],"category_scores_gemma":[0.051510617,0.00010906668,0.000027562053,0.0007984867,0.0006668466,0.00048959843,0.00006578365,0.0008659064,0.00013359955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014384242,0.0002459221,0.08309393,0.000030415878,0.00003605989,0.00003229206,0.6515217,0.00015108963,0.0026286144,0.25607732,0.00018488236,0.005853976],"study_design_scores_gemma":[0.002513051,0.0009384137,0.15802209,0.0006069874,0.00018792086,0.000009450302,0.39750624,0.010290291,0.044913914,0.16240884,0.2204706,0.0021321839],"about_ca_topic_score_codex":0.0045645977,"about_ca_topic_score_gemma":0.0045292405,"teacher_disagreement_score":0.25401542,"about_ca_system_score_codex":0.00055666274,"about_ca_system_score_gemma":0.0011831301,"threshold_uncertainty_score":0.9564789},"labels":[],"label_agreement":null},{"id":"W2287284516","doi":"10.14288/1.0091810","title":"Empowerment through participatory action research : a case study of participatory action research with young refugees in Dagahaley Camp, Kenya","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Refugee; Participatory action research; Empowerment; Citizen journalism; Action (physics); Action research; Sociology; Political science; Pedagogy; Anthropology","score_opus":0.5876791487938228,"score_gpt":0.5667212212836179,"score_spread":0.020957927510204866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287284516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958616,0.00010626053,0.00005511525,0.000119882585,0.000101183774,0.0014862334,0.000016481934,0.000060117552,0.0021931597],"genre_scores_gemma":[0.9989955,0.00012743864,0.00022906248,0.000007846317,0.000061073355,0.00002165194,0.000001991593,0.000019203202,0.00053622597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9858616,0.008858296,0.00039001816,0.0007741447,0.002805785,0.0013101825],"domain_scores_gemma":[0.99669653,0.00072360213,0.00019736348,0.0006239722,0.0013267725,0.00043178568],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015975373,0.0000904082,0.00048336617,0.0003697758,0.0016038385,0.00016972446,0.00059398805,0.00022583663,0.0001512307],"category_scores_gemma":[0.0010071289,0.0002280063,0.0000824193,0.0025955467,0.0020807479,0.0012103382,0.0002076167,0.00098871,0.000016361439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010180525,0.0101786405,0.41721377,0.00025078087,0.00020026517,0.013895324,0.2746821,0.00013262071,0.0043601547,0.00006610126,0.0024252592,0.27557692],"study_design_scores_gemma":[0.0012696129,0.0018257218,0.6403661,0.00018138957,0.000026503343,0.000038593214,0.35533386,0.00008509383,0.000027770466,0.00028979342,0.00038900287,0.00016657772],"about_ca_topic_score_codex":0.54979104,"about_ca_topic_score_gemma":0.92989475,"teacher_disagreement_score":0.38010368,"about_ca_system_score_codex":0.0011050631,"about_ca_system_score_gemma":0.001183892,"threshold_uncertainty_score":0.99969596},"labels":[],"label_agreement":null},{"id":"W2297346019","doi":"","title":"Multiple Lenses: Rural Landscape through the Eyes of Nurse Preceptors and Students","year":2013,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Photovoice; Context (archaeology); Narrative; Sociology; Nursing; Medicine; Geography; Economic growth","score_opus":0.24722641953808697,"score_gpt":0.526011308941916,"score_spread":0.27878488940382895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297346019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797916,0.00046838526,0.000039863844,0.0007008827,0.00009833724,0.0001742594,7.300719e-7,0.000004785581,0.00053360884],"genre_scores_gemma":[0.997778,0.00048532046,0.0013704943,0.00006158934,0.00003304765,0.000007970621,3.9079154e-7,0.000003954356,0.00025923768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99670285,0.0021126247,0.00033878986,0.000029064799,0.00059578766,0.00022085832],"domain_scores_gemma":[0.998238,0.0010553654,0.0002142092,0.0001020979,0.0002492448,0.00014108009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031980441,0.00008472413,0.0002054043,0.000042683754,0.00094083295,0.000106178464,0.0004648612,0.000043125212,0.00008860289],"category_scores_gemma":[0.00075111556,0.000050289287,0.000035771995,0.00012080668,0.00045140035,0.00037494025,0.00018121793,0.00044857926,0.0000034389946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008006973,0.0003563243,0.5073633,0.00003343115,0.00014786565,8.983657e-7,0.39573058,0.0000026107998,0.000858209,0.00018834682,0.0009090654,0.09432926],"study_design_scores_gemma":[0.00047035777,0.00018782001,0.6235876,0.00012300305,0.0000124775315,0.000004171008,0.36795107,0.000005540991,0.0009403513,0.0008222104,0.005814102,0.00008130637],"about_ca_topic_score_codex":0.0018607121,"about_ca_topic_score_gemma":0.00053463713,"teacher_disagreement_score":0.11622426,"about_ca_system_score_codex":0.000042487503,"about_ca_system_score_gemma":0.00017115052,"threshold_uncertainty_score":0.72362214},"labels":[],"label_agreement":null},{"id":"W2297529798","doi":"10.1177/1363459316638542","title":"“Things I did not know”: Retrospectives on a Canadian rural male youth suicide using an instrumental photovoice case study","year":2016,"lang":"en","type":"article","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Michael Smith Health Research BC; Movember Foundation","keywords":"Photovoice; Masculinity; Qualitative research; Mental health; Psychology; Sociology; Rural area; Suicide prevention; Gender studies; Poison control; Medicine; Psychiatry; Environmental health; Economic growth; Social science","score_opus":0.5082152435172429,"score_gpt":0.6460517342662585,"score_spread":0.1378364907490156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297529798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803199,0.0003217971,0.00017071946,0.015095616,0.001150629,0.0028013238,0.00006120656,0.000018670109,0.00006011151],"genre_scores_gemma":[0.9979785,0.00010289325,0.000038723778,0.0006569639,0.001040402,0.00006872977,0.0000015163218,0.00003234911,0.00007990201],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9921726,0.0041794856,0.0010552307,0.00038350414,0.0009793882,0.0012297997],"domain_scores_gemma":[0.99637735,0.00063740474,0.0007311025,0.00022363916,0.00028633245,0.0017441736],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018075118,0.0002540969,0.00082320534,0.0003046411,0.028076114,0.000064351574,0.00040797755,0.00008005851,0.00006859138],"category_scores_gemma":[0.00053807587,0.00014901174,0.000080518104,0.00031546675,0.0009073088,0.00046491306,0.00015297405,0.0005506387,4.540896e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008042364,0.001188033,0.016164286,0.000045792676,0.00007024078,0.000094010065,0.86690646,0.0000010615971,0.000018097164,0.00022107121,0.000093812116,0.114392914],"study_design_scores_gemma":[0.0031027473,0.019731628,0.02170175,0.00033956155,0.000047727794,0.00015791127,0.9541641,0.000060879636,0.0000033528395,0.0003552418,0.00017025322,0.0001648395],"about_ca_topic_score_codex":0.6118257,"about_ca_topic_score_gemma":0.6256513,"teacher_disagreement_score":0.11422808,"about_ca_system_score_codex":0.0017500534,"about_ca_system_score_gemma":0.0019588934,"threshold_uncertainty_score":0.9731892},"labels":[],"label_agreement":null},{"id":"W2298086149","doi":"10.26522/ssj.v9i2.1141","title":"Decolonizing Engagement? Creating a Sense of Community through Collaborative Filmmaking","year":2016,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Filmmaking; Indigenous; Sociology; Reflexivity; Scholarship; Media studies; Resistance (ecology); Social science; Political science; Visual arts; Law; Ecology; Art","score_opus":0.8192175739797425,"score_gpt":0.71042006467027,"score_spread":0.10879750930947252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298086149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84602064,0.00049818965,0.00059321575,0.00068430474,0.0005800594,0.00042508284,0.000019045638,0.000050851737,0.15112859],"genre_scores_gemma":[0.99335164,0.0005857448,0.004870904,0.00015994656,0.00045179157,0.00010096666,2.2846403e-7,0.0000115498215,0.00046725146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9874433,0.010975819,0.00037283805,0.00013638342,0.000507231,0.0005644051],"domain_scores_gemma":[0.9842171,0.014696109,0.00023599059,0.0001317627,0.0006724813,0.00004657555],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010288939,0.00011436955,0.0003660067,0.00005956485,0.0038086772,0.0000150346805,0.00022572961,0.000086055705,0.000040852698],"category_scores_gemma":[0.051988825,0.00009485789,0.000047452773,0.0008933397,0.0019538412,0.00028379404,0.00040794417,0.00036303792,0.0000078288695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006994714,0.000094334275,0.0037916454,0.00018735572,0.00013492175,0.000014433019,0.91549957,0.0000021231674,0.002637962,0.07065074,0.0019406014,0.004976354],"study_design_scores_gemma":[0.0006030492,0.00007665337,0.0038256198,0.00027248656,0.00009438689,7.361769e-8,0.9715085,0.0000025342674,0.00081967306,0.006720247,0.015926909,0.0001498742],"about_ca_topic_score_codex":0.0006511541,"about_ca_topic_score_gemma":0.0028669578,"teacher_disagreement_score":0.15066135,"about_ca_system_score_codex":0.00064376445,"about_ca_system_score_gemma":0.0003825847,"threshold_uncertainty_score":0.9974882},"labels":[],"label_agreement":null},{"id":"W2300067329","doi":"10.1016/j.jpag.2016.03.001","title":"Photovoice: A Strategy to Better Understand the Reproductive and Sexual Health Needs of Young Mothers","year":2016,"lang":"en","type":"article","venue":"Journal of Pediatric and Adolescent Gynecology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Photovoice; Reproductive health; Participatory action research; Focus group; Qualitative research; Community-based participatory research; Medicine; Psychological intervention; Photo elicitation; Outreach; Nursing; Gerontology; Population; Sociology; Environmental health; Political science; Social science","score_opus":0.28215760209668667,"score_gpt":0.5103092762608015,"score_spread":0.2281516741641148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300067329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98450017,0.00092692656,0.0015507586,0.012434145,0.0002124382,0.00023025298,0.0000041180633,0.000003490135,0.00013769532],"genre_scores_gemma":[0.9969356,0.0014092933,0.00019587872,0.0005117106,0.0007028307,0.0000016100286,2.5603326e-8,0.000006423565,0.0002365941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976994,0.0011538891,0.00035757554,0.00012362302,0.0003181388,0.0003473679],"domain_scores_gemma":[0.998179,0.000911351,0.00034720098,0.000099275334,0.00016890014,0.00029424927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004743877,0.00007952349,0.00025355452,0.00018792896,0.00020207548,0.000020957737,0.0001538935,0.00006427949,0.0000406381],"category_scores_gemma":[0.0019119346,0.00004472561,0.000031669315,0.00029530047,0.00042588334,0.00012923122,0.000052805404,0.00018238713,0.0000013165824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005805969,0.00043061332,0.77189857,0.0001529201,0.00015296413,0.00002413614,0.08071938,0.000010583767,0.004167735,0.0027747953,0.02531792,0.11376976],"study_design_scores_gemma":[0.0027217192,0.0050821034,0.7859168,0.000063909945,0.00016619235,0.000036995596,0.19131936,0.000009040813,0.00035364728,0.0052198814,0.008787649,0.00032267705],"about_ca_topic_score_codex":0.00011075624,"about_ca_topic_score_gemma":0.00014928586,"teacher_disagreement_score":0.113447085,"about_ca_system_score_codex":0.00014622428,"about_ca_system_score_gemma":0.00062748406,"threshold_uncertainty_score":0.22889024},"labels":[],"label_agreement":null},{"id":"W2303836933","doi":"","title":"Participatory Diagramming for Engaging Youth in a Gender Equity and Community Development Dialogue: An African Exemplar","year":2014,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sociology; Poverty; Government (linguistics); Equity (law); Context (archaeology); Photovoice; Citizen journalism; Political science; Gender studies; Economic growth; Psychology; Public relations; Geography","score_opus":0.6753114101943858,"score_gpt":0.5591504531682296,"score_spread":0.11616095702615614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303836933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958498,0.00016005071,0.0030182686,0.00015080425,0.00009542149,0.00022764012,0.0000019283577,0.000016477783,0.0004796238],"genre_scores_gemma":[0.9894186,0.000057500452,0.010275956,0.00013496274,0.00005410037,0.000031256423,0.000004559972,0.000012052682,0.000011003373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98532385,0.012733369,0.00065175944,0.00008093929,0.0005796078,0.00063050195],"domain_scores_gemma":[0.9962118,0.0025109283,0.00027174392,0.00020401005,0.0002301741,0.0005713345],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.044677768,0.00017708386,0.00041003153,0.00020672813,0.003760829,0.00018257613,0.0005988314,0.00009286797,0.000007201612],"category_scores_gemma":[0.003199501,0.00015679575,0.000041910534,0.00020317451,0.0003364648,0.0004352828,0.0006988775,0.0016012489,6.791986e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011771695,0.00050048804,0.035314344,0.00009194264,0.0000477408,0.0000022085096,0.6453385,0.000005002743,0.00022307706,0.00067501114,0.000009430518,0.31767455],"study_design_scores_gemma":[0.0013287667,0.0004441541,0.37933284,0.000214755,0.00003834762,0.000004975449,0.6026457,0.000086967004,0.0010915385,0.0050776144,0.009334359,0.00040002016],"about_ca_topic_score_codex":0.001607573,"about_ca_topic_score_gemma":0.009348142,"teacher_disagreement_score":0.3440185,"about_ca_system_score_codex":0.00029947187,"about_ca_system_score_gemma":0.0006967651,"threshold_uncertainty_score":0.9975361},"labels":[],"label_agreement":null},{"id":"W2306846250","doi":"10.21225/d5hc76","title":"You and Your Action Research Project","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Action (physics); Psychology; Sociology; Physics","score_opus":0.5465244895072141,"score_gpt":0.5966659423295607,"score_spread":0.05014145282234661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306846250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815064,0.00022273754,0.000099772195,0.0016248124,0.00032608435,0.00010922457,0.0000015389764,0.0000042595307,0.01610515],"genre_scores_gemma":[0.9874523,0.00003617765,0.0005562235,0.000009927399,0.00036822556,1.7463418e-7,6.222385e-7,0.0000034410382,0.01157286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797326,0.0013174778,0.00009075691,0.00007779556,0.0002617955,0.0002788855],"domain_scores_gemma":[0.9985894,0.00018869428,0.000083778585,0.000055895423,0.0007500278,0.00033217785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004647502,0.000035132456,0.00007077545,0.00070897234,0.0005464406,0.00010780099,0.00015567915,0.000056314217,0.000030406374],"category_scores_gemma":[0.001512288,0.000041523832,0.000024814675,0.0004800909,0.00031555854,0.00042278555,0.000007504217,0.00023770622,0.0000028233856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014449701,0.0001533864,0.25197178,0.00004712986,0.00003945296,0.00013638122,0.124781184,0.000010127607,0.003989806,0.078318134,0.12334648,0.41706166],"study_design_scores_gemma":[0.0001523443,0.000051597435,0.07257667,0.000071651615,0.000012241498,0.0000061964784,0.10010388,0.000008319362,0.00012945649,0.0011194275,0.82570213,0.00006609425],"about_ca_topic_score_codex":0.19341889,"about_ca_topic_score_gemma":0.20395036,"teacher_disagreement_score":0.7023556,"about_ca_system_score_codex":0.000781364,"about_ca_system_score_gemma":0.0074409717,"threshold_uncertainty_score":0.99818593},"labels":[],"label_agreement":null},{"id":"W2307084773","doi":"10.7939/r3n00zx2d","title":"Participatory video: Exploring physical activity in northern First Nations communities","year":2013,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Geography; Photovoice; Sociology; Political science; Economic growth","score_opus":0.4133626680873324,"score_gpt":0.4440848504842661,"score_spread":0.030722182396933695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2307084773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9510732,0.000007698123,0.00002020605,0.0015503778,0.000033203072,0.00018162723,0.0000014042892,0.000035330006,0.047096908],"genre_scores_gemma":[0.9980393,0.000055547545,0.00020824047,0.000014306759,0.000031216347,0.000005092197,0.0000017968824,0.000008126708,0.0016363501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984177,0.00085079204,0.00006643827,0.000107855434,0.00025212433,0.00030512098],"domain_scores_gemma":[0.996878,0.0026668145,0.000051017643,0.00019603682,0.000038254428,0.00016986983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002428478,0.00007243573,0.00015560769,0.00017765739,0.0005799339,0.000032882654,0.00041691549,0.00004662503,0.00067152095],"category_scores_gemma":[0.00031457073,0.00008810642,0.000062143394,0.00043073398,0.00061485026,0.0027961684,0.00021051647,0.00017752126,0.00011369093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039281687,0.00053976686,0.6421572,0.000040170646,0.000030113197,0.000005362341,0.33726364,0.00010475535,0.00010677504,0.016998716,0.0004545763,0.0022596375],"study_design_scores_gemma":[0.0007268602,0.000115006784,0.7453629,0.00017531078,0.00002255242,1.16564294e-7,0.19003646,0.003268056,0.0017851989,0.0019436975,0.056162015,0.0004018669],"about_ca_topic_score_codex":0.10153626,"about_ca_topic_score_gemma":0.33134997,"teacher_disagreement_score":0.2298137,"about_ca_system_score_codex":0.000069271664,"about_ca_system_score_gemma":0.00024064753,"threshold_uncertainty_score":0.90444666},"labels":[],"label_agreement":null},{"id":"W2308304124","doi":"10.1177/1476750315583316","title":"Despite knowledge democracy and community-based participatory action research: Voices from the global south and excluded north still missing","year":2015,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Participatory action research; Global South; Democracy; Indigenous; Action research; Citizen journalism; Sociology; Traditional knowledge; Action (physics); Political science; Perspective (graphical); Politics; Geography; Anthropology; Pedagogy; Law","score_opus":0.954040988938058,"score_gpt":0.7292042784507253,"score_spread":0.22483671048733267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308304124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911037,0.0006331734,0.00038249922,0.004565394,0.00018287226,0.00063053163,0.000028228607,0.000092415234,0.002381152],"genre_scores_gemma":[0.99851966,0.00012494567,0.00044882888,0.00009490268,0.00040407162,0.00010914055,0.000009492307,0.000021070598,0.00026789246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.94631743,0.04938154,0.0002952494,0.00043307437,0.0023357305,0.0012369996],"domain_scores_gemma":[0.98404765,0.012515529,0.00008896481,0.00059004757,0.0015625795,0.0011952114],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.053120434,0.00016646621,0.00023092322,0.00025546944,0.0067203324,0.0008285635,0.00064809073,0.00019857055,0.00005579985],"category_scores_gemma":[0.023590555,0.00013675279,0.000043208365,0.0017794701,0.0037636794,0.0007077727,0.00051566307,0.0024374363,0.00010843282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010791607,0.00069314183,0.6924117,0.00012509423,0.00010718999,0.000021053733,0.16588603,0.00002729505,0.002423467,0.0013271753,0.0058596428,0.13003904],"study_design_scores_gemma":[0.0018519924,0.0007570399,0.49925366,0.00017554298,0.000046395882,0.000001791346,0.18657601,0.005522664,0.0022638587,0.025169954,0.27793232,0.00044877193],"about_ca_topic_score_codex":0.0318621,"about_ca_topic_score_gemma":0.056710176,"teacher_disagreement_score":0.27207267,"about_ca_system_score_codex":0.0009248596,"about_ca_system_score_gemma":0.0020591107,"threshold_uncertainty_score":0.999864},"labels":[],"label_agreement":null},{"id":"W2311988180","doi":"","title":"\"\"Redefining Canadian\"\": A participatory filmmaking, action research project with immigrant and refugee youth","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Filmmaking; Participatory action research; Refugee; Immigration; Citizen journalism; Action research; Political science; Gender studies; Media studies; Sociology; Pedagogy; Visual arts; Anthropology; Law; Art","score_opus":0.4641043630671745,"score_gpt":0.5222607186365157,"score_spread":0.05815635556934118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311988180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8942151,0.00031364907,0.000004442104,0.00011726279,0.00022911726,0.0007731617,0.000081506005,0.00010616796,0.1041596],"genre_scores_gemma":[0.928586,0.00049029465,0.00024964436,0.00003261988,0.00025435534,0.000018787696,0.00012990723,0.000060322276,0.07017805],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928489,0.0029711865,0.00023173775,0.00078736857,0.0015593393,0.0016015001],"domain_scores_gemma":[0.99733835,0.0005326026,0.00019995659,0.00038022007,0.00066397525,0.000884885],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004454598,0.0003147553,0.00040700412,0.001986254,0.0020849123,0.00025213446,0.00057527365,0.00065633253,0.00023593362],"category_scores_gemma":[0.0012399938,0.0003418502,0.000090587935,0.0021707683,0.0004813437,0.00055768085,0.000061978564,0.0014533047,0.00006073173],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042705243,0.0004440859,0.80352676,0.00071460125,0.0009821006,0.0018848182,0.093949385,0.000044956516,0.00006133384,0.017973347,0.041012596,0.035135508],"study_design_scores_gemma":[0.00037317234,0.00014168385,0.0016410181,0.00022398615,0.000110152985,3.4462007e-9,0.47635797,0.000020776923,0.00021397165,0.000021659576,0.5205752,0.0003203855],"about_ca_topic_score_codex":0.45533857,"about_ca_topic_score_gemma":0.99785036,"teacher_disagreement_score":0.8018857,"about_ca_system_score_codex":0.0028320437,"about_ca_system_score_gemma":0.007940555,"threshold_uncertainty_score":0.9999034},"labels":[],"label_agreement":null},{"id":"W2312084858","doi":"","title":"\"Why We Don't Go to School on Fridays\": On Youth Participation through Photo Voice in Rural KwaZulu-Natal.","year":2006,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizenship; Citizen journalism; Participatory action research; Action (physics); Democracy; Sociology; Action research; Youth participation; Call to action; Pedagogy; Political science; Public relations","score_opus":0.7267274939838521,"score_gpt":0.6116953134630357,"score_spread":0.11503218052081632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312084858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415814,0.00011711346,0.00054478185,0.0098274015,0.0017535698,0.00053216465,0.000038396585,0.00003665883,0.045568492],"genre_scores_gemma":[0.9830948,0.00016258527,0.010021829,0.0047810324,0.00068367133,0.00010475955,0.0000048427783,0.00002379129,0.0011226659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944677,0.002140619,0.00089836225,0.00040905952,0.0011631341,0.00092114677],"domain_scores_gemma":[0.99677587,0.0008863349,0.0006132713,0.00030165992,0.00079031,0.0006325451],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008088911,0.00023690412,0.00032235624,0.00086231146,0.0017664557,0.00022910058,0.00085283484,0.00014817408,0.00023941029],"category_scores_gemma":[0.008475242,0.00023113909,0.00013991636,0.0024510752,0.00062762055,0.0013069045,0.000045266814,0.00045964966,0.00018404427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018821507,0.015451108,0.057690784,0.0004749329,0.00013496062,0.00006451537,0.25382295,0.08269452,0.020928474,0.33493346,0.15195607,0.07996607],"study_design_scores_gemma":[0.0012828481,0.0027012033,0.085515685,0.0024150114,0.0001136352,0.00006347136,0.11278593,0.0011008304,0.025164135,0.06920855,0.6984174,0.0012312721],"about_ca_topic_score_codex":0.0058021634,"about_ca_topic_score_gemma":0.004826702,"teacher_disagreement_score":0.54646134,"about_ca_system_score_codex":0.004489943,"about_ca_system_score_gemma":0.0016453833,"threshold_uncertainty_score":0.9998768},"labels":[],"label_agreement":null},{"id":"W2315425008","doi":"10.1177/1468794111399841","title":"Carrying my family with me: artifacts as emic perspectives","year":2011,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Emic and etic; Sociology; Psychology; Gender studies; Aesthetics; Anthropology; Art","score_opus":0.941550614149252,"score_gpt":0.791870571483774,"score_spread":0.14968004266547796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315425008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7104802,0.0005119515,0.00067029794,0.00057899737,0.000035965117,0.0005814744,0.0000054489706,0.00008371579,0.28705195],"genre_scores_gemma":[0.9882404,0.000143398,0.0049802167,0.000044240063,0.00012690024,0.00023938996,0.0000010655133,0.000035889298,0.006188482],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.970006,0.024329621,0.0002734815,0.00062749,0.0031357254,0.0016276729],"domain_scores_gemma":[0.9911642,0.005690564,0.00007623809,0.000405455,0.0018950643,0.00076849636],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.0375838,0.00017743865,0.00029737226,0.00047618704,0.0014683254,0.00015559829,0.00069539394,0.0001298086,0.0011550498],"category_scores_gemma":[0.01745057,0.00014783669,0.00007553322,0.0018128812,0.0044534695,0.00060044456,0.00017354713,0.0009757146,0.0011450744],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002554918,0.00014374836,0.0008299449,0.000017032016,0.00006106063,0.000042980824,0.79692364,3.3003553e-7,0.0047193365,0.19459571,0.00037040928,0.002040325],"study_design_scores_gemma":[0.00029814732,0.00070230017,0.0040394627,0.000062887695,0.000006221887,6.7667077e-7,0.95263976,0.0000126846535,0.0047441465,0.032115385,0.005158753,0.00021957062],"about_ca_topic_score_codex":0.01574013,"about_ca_topic_score_gemma":0.0010884433,"teacher_disagreement_score":0.28086346,"about_ca_system_score_codex":0.0006602305,"about_ca_system_score_gemma":0.002104583,"threshold_uncertainty_score":0.9998316},"labels":[],"label_agreement":null},{"id":"W2319729871","doi":"10.1386/eta.9.1.23_1","title":"‘In Between the Fireflies’: Community art with senior women of chinese heritage around issues of culture, language and storytelling","year":2013,"lang":"en","type":"article","venue":"International Journal of Education through Art","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Memorial University of Newfoundland","funders":"","keywords":"Storytelling; Empowerment; Heritage language; Narrative; Sociology; Pedagogy; Ethnography; Surrender; Public relations; Power (physics); Citizen journalism; Negotiation; Political science; Media studies; Social science; Art; Anthropology; Law","score_opus":0.17754196668909908,"score_gpt":0.570112923159343,"score_spread":0.392570956470244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319729871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941815,0.0003214772,0.00029417605,0.0018337917,0.00021629555,0.00012857161,0.0000043960104,0.0000025703919,0.003017222],"genre_scores_gemma":[0.9958204,0.00014583288,0.0022218954,0.000117423784,0.00032963787,0.00001138178,0.0000018332154,0.000005615184,0.0013459696],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979985,0.00085175154,0.00035594747,0.000055620945,0.0006056879,0.00013252201],"domain_scores_gemma":[0.998161,0.0006511936,0.00037265566,0.000109149,0.00063304894,0.000072929266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022628047,0.00006847335,0.0001864728,0.00008757973,0.00009845903,0.000054460597,0.00041546626,0.000035374633,0.00022425242],"category_scores_gemma":[0.0010165817,0.000044096138,0.000034279637,0.00017350983,0.00040112386,0.0007347292,0.000039089922,0.00027912,0.000007796542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080285216,0.00050089293,0.28886688,0.000031104595,0.00017965976,0.0000022148208,0.69998235,0.000027035838,0.0028452706,0.0014332549,0.0024591,0.0035919314],"study_design_scores_gemma":[0.0008170429,0.00047865836,0.38630533,0.00031940048,0.00002337634,0.000013387826,0.52629095,0.000031866846,0.003284856,0.02536435,0.05687333,0.00019744963],"about_ca_topic_score_codex":0.0017070519,"about_ca_topic_score_gemma":0.0002862356,"teacher_disagreement_score":0.17369142,"about_ca_system_score_codex":0.00014434457,"about_ca_system_score_gemma":0.0003240279,"threshold_uncertainty_score":0.2580563},"labels":[],"label_agreement":null},{"id":"W2319789985","doi":"10.1037/qup0000020","title":"Making discursive space in psychology for qualitative report-writing.","year":2015,"lang":"en","type":"article","venue":"Qualitative Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Space (punctuation); Discursive psychology; Qualitative research; Psychology; Sociology; Epistemology; Psychoanalysis; Discourse analysis; Social science; Linguistics","score_opus":0.9244622996192666,"score_gpt":0.8261412749841864,"score_spread":0.09832102463508019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319789985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35980296,0.0015077912,0.30145088,0.087656796,0.0030362413,0.0034478465,0.00013731807,0.00028355178,0.2426766],"genre_scores_gemma":[0.9184128,0.000041876658,0.075272076,0.0026628221,0.00048781987,0.001100005,0.000025857154,0.00006313832,0.0019336146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9718868,0.024151461,0.00094293477,0.0009857864,0.00068898575,0.001344048],"domain_scores_gemma":[0.9897297,0.008040444,0.0004904513,0.0005002844,0.0007986418,0.00044050263],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.043417037,0.00026026275,0.00063549064,0.00045307874,0.00028695975,0.000049946702,0.0005669244,0.00033430333,0.00012105846],"category_scores_gemma":[0.041124605,0.0002672619,0.00014774968,0.0010278756,0.002201954,0.00034354255,0.000076480166,0.0005057504,0.0001295626],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005185538,0.00026833586,0.00096331123,0.000016884864,0.000047972146,0.000115419476,0.76903707,0.000001923596,0.00027885372,0.21180491,0.013267709,0.003679036],"study_design_scores_gemma":[0.0016891157,0.00058232667,0.0016247596,0.00004520828,0.00001104845,0.000009647775,0.52453756,0.000015671547,0.000032263084,0.37581846,0.09532047,0.00031346222],"about_ca_topic_score_codex":0.00046648452,"about_ca_topic_score_gemma":0.0017040027,"teacher_disagreement_score":0.55860984,"about_ca_system_score_codex":0.00032686256,"about_ca_system_score_gemma":0.0005069146,"threshold_uncertainty_score":0.99997795},"labels":[],"label_agreement":null},{"id":"W2324003179","doi":"10.1017/jie.2014.18","title":"Rebraiding Photovoice: Methodological Métissage at the Cultural Interface","year":2014,"lang":"en","type":"article","venue":"The Australian Journal of Indigenous Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photovoice; Praxis; Sociology; Indigenous; Participatory action research; Scholarship; Citizen journalism; Epistemology; Social science; Engineering ethics; Anthropology; Visual arts; Computer science; Engineering; World Wide Web; Ecology; Political science; Law","score_opus":0.6594177450929766,"score_gpt":0.6551075167700922,"score_spread":0.004310228322884413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324003179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866713,0.00022984069,0.00071703846,0.008700463,0.00089422526,0.0002744698,9.313988e-7,0.000012575366,0.002499147],"genre_scores_gemma":[0.9870508,0.00007223022,0.0023218098,0.00024851205,0.0008932769,0.000010252302,4.2524124e-7,0.000009276061,0.0093934415],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99085057,0.0075103394,0.00040211284,0.00012001983,0.00064368703,0.0004733001],"domain_scores_gemma":[0.99677646,0.0018966455,0.00048584884,0.000247481,0.000358632,0.00023490582],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.021795284,0.00010928623,0.00019659268,0.000064429005,0.0015704628,0.00017989436,0.00090725225,0.000088689216,0.0004890415],"category_scores_gemma":[0.0067168334,0.000055709705,0.0001261595,0.00032924942,0.0006518638,0.00027193903,0.00005957315,0.00053374394,0.000078963916],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033236376,0.0004285449,0.01376288,0.00003943335,0.00020582591,0.000007519395,0.6939436,0.00022725051,0.1266584,0.007965545,0.042486876,0.11394175],"study_design_scores_gemma":[0.0005610693,0.000938588,0.06721531,0.0002454937,0.00022978178,0.00024179998,0.19414683,0.000013540825,0.1530493,0.021384085,0.56144786,0.00052633113],"about_ca_topic_score_codex":0.00052064005,"about_ca_topic_score_gemma":0.00025205192,"teacher_disagreement_score":0.518961,"about_ca_system_score_codex":0.00045526007,"about_ca_system_score_gemma":0.00073334936,"threshold_uncertainty_score":0.99972934},"labels":[],"label_agreement":null},{"id":"W2325455603","doi":"10.1177/1757975915614167","title":"Engaging youth in rural Uganda in articulating health priorities through Photovoice","year":2016,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Photovoice; Participatory action research; Health promotion; Hygiene; Citizen journalism; Population; Medicine; Environmental health; Gerontology; Public health; Nursing; Sociology; Political science; Economic growth","score_opus":0.5702794399967053,"score_gpt":0.6559921351290171,"score_spread":0.08571269513231183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325455603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98447067,0.0003332433,0.002654692,0.009746339,0.0003031522,0.0009695312,0.00002375018,0.00009793809,0.0014006734],"genre_scores_gemma":[0.9973135,0.00022734808,0.0018507376,0.0003697417,0.0001406279,0.00005095663,0.0000025015236,0.000008250928,0.000036333324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920219,0.0051023834,0.0006012571,0.00029786542,0.0006719096,0.0013046825],"domain_scores_gemma":[0.9990288,0.00024396951,0.00019644987,0.00015161939,0.00007110161,0.000308084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01087566,0.0001249254,0.00029503796,0.00007870013,0.000525817,0.00004743926,0.00014998473,0.00008496984,0.000032952114],"category_scores_gemma":[0.0019681002,0.00010558952,0.000036420653,0.000812452,0.00020757136,0.00064212835,0.000059643324,0.00022612733,0.000027332879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007274794,0.00037663814,0.5156806,0.00027943368,0.000005375707,0.000008698313,0.1205616,0.000014475659,0.0001453791,0.024064846,0.00008000549,0.3387102],"study_design_scores_gemma":[0.0042002806,0.001395498,0.82471067,0.004724916,0.0000058125715,0.0000027504495,0.10966399,0.0006794515,0.00034000192,0.051126283,0.0024792014,0.00067114626],"about_ca_topic_score_codex":0.04515909,"about_ca_topic_score_gemma":0.0427973,"teacher_disagreement_score":0.33803904,"about_ca_system_score_codex":0.0038123608,"about_ca_system_score_gemma":0.0019803527,"threshold_uncertainty_score":0.9969191},"labels":[],"label_agreement":null},{"id":"W2326487598","doi":"10.1080/17441692.2016.1169307","title":"What’s a Cellphilm? Integrating mobile phone technology into participatory visual research and activism","year":2016,"lang":"en","type":"article","venue":"Global Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Mobile phone; Visual research; Citizen journalism; Participatory design; Mobile technology; Sociology; Phone; Participatory action research; Internet privacy; Public relations; Computer science; Political science; Psychology; Mobile device; World Wide Web; Linguistics; Visual arts; Engineering; Art","score_opus":0.6443598333281987,"score_gpt":0.6778261059051818,"score_spread":0.03346627257698309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326487598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91995054,0.001570604,0.0017816729,0.07234161,0.000549907,0.0008305861,0.000008525837,0.00029065728,0.0026758984],"genre_scores_gemma":[0.99620247,0.0011318122,0.0011496608,0.00037524413,0.0002508661,0.0004315036,0.0000010014572,0.00001825476,0.00043919974],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98976284,0.005035411,0.00049572624,0.00070966233,0.0014561815,0.0025401618],"domain_scores_gemma":[0.99600255,0.0011470467,0.00014492027,0.00039951067,0.00061660353,0.0016893778],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.025312334,0.00018765178,0.00038794577,0.00039282767,0.0016024781,0.00047891028,0.0005779422,0.0002896955,0.00019943008],"category_scores_gemma":[0.009424722,0.00014258357,0.00004364282,0.0024115012,0.0031129525,0.0014838992,0.0004906779,0.0005284479,0.00020378613],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031985484,0.00040109767,0.015519534,0.000044544602,0.000026615742,0.0000123131795,0.012786337,6.353763e-8,0.0014838236,0.097642,0.0035554005,0.8684963],"study_design_scores_gemma":[0.0013028,0.0022781028,0.007393677,0.0003733971,0.0000045765723,0.0000069183106,0.1234149,0.00011790869,0.0010864877,0.07337838,0.79008526,0.0005575906],"about_ca_topic_score_codex":0.0040779575,"about_ca_topic_score_gemma":0.0047388566,"teacher_disagreement_score":0.8679387,"about_ca_system_score_codex":0.0021509705,"about_ca_system_score_gemma":0.0050305794,"threshold_uncertainty_score":0.9996973},"labels":[],"label_agreement":null},{"id":"W2329429087","doi":"10.1177/1473325012450484","title":"‘But they’re happening to you at the wrong time’: Exploring young adult women’s reflections on serious illness through photovoice","year":2012,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Saskatchewan","funders":"","keywords":"Photovoice; Feeling; Young adult; Life course approach; Psychology; Qualitative research; Context (archaeology); Interpretative phenomenological analysis; Population; Developmental psychology; Gerontology; Medicine; Social psychology; Sociology","score_opus":0.6815816116405783,"score_gpt":0.6473225695627022,"score_spread":0.03425904207787611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329429087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9201639,0.00007035727,0.00052641163,0.004719654,0.0009774034,0.00077722524,0.000028763874,0.0001830985,0.07255318],"genre_scores_gemma":[0.98197347,0.000023790955,0.0010373605,0.00088982173,0.0013956229,0.001863165,0.000003895982,0.00005730789,0.01275555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.987033,0.00921209,0.00038066128,0.00042962274,0.0012728571,0.0016717357],"domain_scores_gemma":[0.9952819,0.0035014995,0.00018206474,0.0002829236,0.00031645087,0.00043516615],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009982174,0.0002755365,0.0003746372,0.00008432457,0.0078081572,0.00017881823,0.00050322304,0.00015667679,0.0011041469],"category_scores_gemma":[0.0060362024,0.00023083088,0.00014442188,0.0016479291,0.0007141372,0.0007718149,0.00023699447,0.00053489907,0.0017555121],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020326844,0.00008504092,0.0004094216,0.0000072477965,0.0000770406,0.0000016309017,0.95635444,0.000011625391,0.0009842655,0.037766833,0.001628502,0.0024706954],"study_design_scores_gemma":[0.00022420524,0.00013518744,0.002640435,0.0000569963,0.000021508771,2.0857019e-7,0.8926104,0.0000010786024,0.0014386429,0.00311075,0.099342145,0.00041846064],"about_ca_topic_score_codex":0.0032872176,"about_ca_topic_score_gemma":0.0021860178,"teacher_disagreement_score":0.09771365,"about_ca_system_score_codex":0.002190159,"about_ca_system_score_gemma":0.00020854546,"threshold_uncertainty_score":0.99980897},"labels":[],"label_agreement":null},{"id":"W2332509980","doi":"10.1207/s15430154jce1804_10","title":"Reactions of Health Professionals to a Research-Based Theatre Production","year":2003,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Attendance; Narrative; Medicine; Health professionals; Qualitative research; Medical education; Nursing; Health care; Sociology","score_opus":0.7230826554855849,"score_gpt":0.7895338915402682,"score_spread":0.06645123605468328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332509980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83853155,0.0030207,0.0012540689,0.14478095,0.004200324,0.0010794828,0.0000033410952,0.000010996589,0.007118613],"genre_scores_gemma":[0.99297357,0.00016026112,0.0044688913,0.00023097874,0.0004889924,0.000073985684,2.7882987e-7,0.0000072905013,0.0015957647],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99365884,0.004427212,0.0004419379,0.000102847385,0.0011002492,0.00026888895],"domain_scores_gemma":[0.99709547,0.00031480764,0.00038867173,0.0001291566,0.0018119317,0.00025993944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019334847,0.000044180404,0.0001526717,0.00041780912,0.0003839148,0.000020713971,0.0001415404,0.000038110196,0.00023750785],"category_scores_gemma":[0.0056463927,0.00003764077,0.000048206366,0.0010624508,0.00017920826,0.00022648083,0.000005943977,0.0002680771,0.000004511867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003868825,0.004390682,0.05008012,0.00040957867,0.00009387541,7.878237e-7,0.073289625,0.0009701665,0.02974214,0.052886456,0.19241847,0.5953312],"study_design_scores_gemma":[0.0002043846,0.0004109324,0.021790344,0.0010123666,0.000012991166,0.0000014605174,0.033869524,0.000005467401,0.02534068,0.011335899,0.9059187,0.00009724892],"about_ca_topic_score_codex":0.0015473694,"about_ca_topic_score_gemma":0.00066973816,"teacher_disagreement_score":0.7135002,"about_ca_system_score_codex":0.00088857336,"about_ca_system_score_gemma":0.021657597,"threshold_uncertainty_score":0.9838887},"labels":[],"label_agreement":null},{"id":"W2333304710","doi":"10.1007/s10805-016-9257-7","title":"Ethics in Community-University-Artist Partnered Research: Tensions, Contradictions and Gaps Identified in an ‘Arts for Social Change’ Project","year":2016,"lang":"en","type":"article","venue":"Journal of Academic Ethics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Simon Fraser University; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"The arts; Sociology; General partnership; Public relations; Participatory action research; Community engagement; Reflective practice; Pedagogy; Political science","score_opus":0.958899942375165,"score_gpt":0.7455696377607194,"score_spread":0.21333030461444558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333304710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92601055,0.00030066608,0.00036832583,0.07206041,0.00021716136,0.0006809512,0.000028359773,0.000016785858,0.00031679167],"genre_scores_gemma":[0.9935514,0.004521107,0.0006323486,0.00046932275,0.00046433584,0.000015769512,9.52449e-7,0.00001530114,0.00032948938],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9713712,0.025765639,0.00056166004,0.00017622643,0.0013553483,0.0007699562],"domain_scores_gemma":[0.975254,0.02285774,0.00027260842,0.00013730093,0.0011760468,0.00030232346],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11766824,0.000100723926,0.0003246095,0.0008188805,0.002201288,0.00006228804,0.00059748575,0.0010976777,0.000007126674],"category_scores_gemma":[0.058828637,0.000085854816,0.000067314686,0.0008032582,0.0020147332,0.0010856695,0.00014954139,0.011251072,0.0000014676912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095076975,0.00036520793,0.032654468,0.00015066632,0.000042432814,0.00008784319,0.79959375,0.0000011041612,0.020081302,0.13111214,0.0026820456,0.012278284],"study_design_scores_gemma":[0.007727095,0.0016102963,0.15858573,0.002790976,0.00008629533,0.000027190523,0.36569756,0.00019618752,0.0010906075,0.14252828,0.3190063,0.00065345777],"about_ca_topic_score_codex":0.0015625942,"about_ca_topic_score_gemma":0.02444529,"teacher_disagreement_score":0.43389618,"about_ca_system_score_codex":0.0005347755,"about_ca_system_score_gemma":0.002428137,"threshold_uncertainty_score":0.9990977},"labels":[],"label_agreement":null},{"id":"W2334493793","doi":"10.18740/s45c87","title":"Creative Socialist-feminist Space: Creating Moments of Agency and Emancipation by Storytelling Outlawed Experiences and Relational Aesthetic","year":2016,"lang":"en","type":"article","venue":"Socialist studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Sociology; Agency (philosophy); Storytelling; Emancipation; Politics; Aesthetics; Reflexivity; Citizenship; Power (physics); Gender studies; Social science; Political science; Art; Law; Literature","score_opus":0.4466126578396438,"score_gpt":0.5876873802097253,"score_spread":0.1410747223700815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334493793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866287,0.003082337,0.0003726731,0.003076302,0.00016223408,0.00030235073,0.00003214671,0.000037150454,0.0063061165],"genre_scores_gemma":[0.99577576,0.0012275182,0.0006862023,0.00006317698,0.00012752319,0.00015127085,0.0000015124938,0.000011969879,0.0019550424],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99729556,0.00104121,0.00033002775,0.00030278918,0.00067288184,0.00035750834],"domain_scores_gemma":[0.99792063,0.0013031254,0.00028886515,0.00007827986,0.00028043165,0.00012865907],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0025054768,0.0001441814,0.00034038848,0.000059540584,0.0017942134,0.0000400754,0.00009999774,0.00009549341,0.000055807803],"category_scores_gemma":[0.0053810664,0.00011637342,0.000047834885,0.00019580823,0.0034793464,0.00026819427,0.00009774501,0.00007613717,0.0000021488077],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045363362,0.000068736976,0.07044643,0.000044489218,0.00011407418,0.0000017254953,0.8443704,2.159982e-7,0.0014233852,0.07355651,0.0012363314,0.008692341],"study_design_scores_gemma":[0.0014359787,0.00034730093,0.04343302,0.00040908763,0.00013624794,5.470203e-7,0.8840847,0.000020004802,0.0022503668,0.052888777,0.014319696,0.0006742774],"about_ca_topic_score_codex":0.0006554594,"about_ca_topic_score_gemma":0.00018624082,"teacher_disagreement_score":0.039714295,"about_ca_system_score_codex":0.00024920225,"about_ca_system_score_gemma":0.00018261794,"threshold_uncertainty_score":0.99950534},"labels":[],"label_agreement":null},{"id":"W2335007453","doi":"10.7227/jace.17.2.4","title":"<i>You've Got the Power</i> : Documentary Film as a Tool of Environmental Adult Education","year":2011,"lang":"en","type":"article","venue":"Journal of Adult and Continuing Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmentalism; Environmental education; Narrative; Sociology; Citizenship; Power (physics); Politics; Environmental ethics; Citizenship education; Aesthetics; Media studies; Pedagogy; Political science; Law; Art; Literature","score_opus":0.07117498741206366,"score_gpt":0.4583534135809223,"score_spread":0.38717842616885867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335007453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900981,0.00046917307,0.000025496105,0.0008604817,0.00068209175,0.00018326221,0.0000020409611,0.00000387998,0.0076754605],"genre_scores_gemma":[0.99678385,0.00043169074,0.0010919949,0.00032897075,0.00026758094,0.000012741746,8.762143e-7,0.0000067797273,0.0010754846],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99844646,0.00048038442,0.00036479527,0.000097544995,0.00043300437,0.00017779412],"domain_scores_gemma":[0.99887276,0.00016716952,0.0004333563,0.00011627399,0.00027954095,0.00013087469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013918598,0.00007761901,0.00013731753,0.00008475046,0.00015207674,0.000047764144,0.00021422439,0.00005104059,0.00034557792],"category_scores_gemma":[0.0010247852,0.0000586588,0.00007120939,0.00011629663,0.00024490873,0.00046702378,0.00002578326,0.00017886912,0.0000068390905],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025813316,0.0011070772,0.04901231,0.000025462656,0.00006267879,0.0000014965894,0.29653022,2.819869e-7,0.011913789,0.010639861,0.00413478,0.6263139],"study_design_scores_gemma":[0.00092830736,0.001041638,0.30355534,0.0007744536,0.00021228193,0.00004723954,0.63571054,0.00001745589,0.01932725,0.013023321,0.024995277,0.00036686944],"about_ca_topic_score_codex":0.0006305086,"about_ca_topic_score_gemma":0.00005087066,"teacher_disagreement_score":0.62594706,"about_ca_system_score_codex":0.0000990881,"about_ca_system_score_gemma":0.0005878354,"threshold_uncertainty_score":0.37838358},"labels":[],"label_agreement":null},{"id":"W2337403091","doi":"10.1080/17441692.2016.1170184","title":"Participatory visual methodologies in global public health","year":2016,"lang":"en","type":"article","venue":"Global Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Participatory GIS; Public health; Visual research; Participatory design; Global health; Participatory action research; Public relations; Sociology; Political science; Medicine; Nursing; Engineering","score_opus":0.8592172510882934,"score_gpt":0.7079278699656029,"score_spread":0.15128938112269052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337403091","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36147636,0.0026066296,0.05603619,0.5512581,0.0017854208,0.0018928925,0.00029097914,0.0010631065,0.023590326],"genre_scores_gemma":[0.9815311,0.00066834287,0.00803764,0.00896714,0.0003752938,0.00019361409,0.000006328508,0.000021248337,0.00019928068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9580993,0.03105364,0.0014251667,0.0011195649,0.0022877771,0.006014528],"domain_scores_gemma":[0.9928935,0.0015593669,0.00044764028,0.0006011605,0.0003489392,0.0041493885],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06440326,0.00034546014,0.00088059367,0.00021896353,0.00094881176,0.00033983774,0.0011219659,0.00029258936,0.0004334542],"category_scores_gemma":[0.035578713,0.00027343357,0.00016358896,0.0030336082,0.0014719812,0.0013105735,0.00041778196,0.0003324878,0.00033838055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00002633838,0.00036489006,0.1666166,0.000044621476,0.000029771365,0.000012658742,0.0028546832,6.2435015e-7,0.0000064302344,0.21002884,0.0101296,0.6098849],"study_design_scores_gemma":[0.0011476595,0.00059382786,0.33023605,0.000071780916,0.000002316285,0.0000038128483,0.0065154154,0.000039506584,0.000004271255,0.0181677,0.64278406,0.000433603],"about_ca_topic_score_codex":0.018156642,"about_ca_topic_score_gemma":0.028327871,"teacher_disagreement_score":0.6326545,"about_ca_system_score_codex":0.009979344,"about_ca_system_score_gemma":0.024183981,"threshold_uncertainty_score":0.9999718},"labels":[],"label_agreement":null},{"id":"W2339265152","doi":"10.17169/fqs-17.2.2474","title":"Embodying Critical and Corporeal Methodology: Digital Storytelling With Young Women in Eating Disorder Recovery","year":2015,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Digital storytelling; Storytelling; Psychology; Eating disorders; Psychotherapist; Art; Clinical psychology; Narrative; Literature","score_opus":0.34952779748556234,"score_gpt":0.46351980217839295,"score_spread":0.1139920046928306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339265152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97869617,0.00010771389,0.011159117,0.000515622,0.000056099703,0.00013220763,0.000004763611,0.000024895326,0.009303427],"genre_scores_gemma":[0.9937865,0.000027471058,0.0057569924,0.000011879897,0.000038286093,5.662919e-7,7.626489e-7,0.000006795066,0.00037074738],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9974783,0.0014046497,0.000092864604,0.00018291674,0.00038000496,0.0004612855],"domain_scores_gemma":[0.99736625,0.002051118,0.000069973816,0.0001351774,0.00012279523,0.00025471215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006668262,0.0000752855,0.00021295577,0.00010601065,0.00035986892,0.000042117146,0.00027945556,0.00006909696,0.000026098272],"category_scores_gemma":[0.0033406946,0.000068884256,0.000028341072,0.00035867543,0.0013034672,0.00056711904,0.00013051643,0.00021830894,0.0000046507193],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014680577,0.00015535383,0.60059893,0.00006784498,0.00010486277,0.00012387628,0.35569945,0.00047248526,0.0027686541,0.014291922,0.000103938815,0.024144618],"study_design_scores_gemma":[0.0014435867,0.0006906784,0.30055076,0.00009319011,0.000059668408,0.000009141518,0.6660558,0.0026954191,0.000024537352,0.02563415,0.0023711356,0.00037193805],"about_ca_topic_score_codex":0.0038781897,"about_ca_topic_score_gemma":0.0021293329,"teacher_disagreement_score":0.31035635,"about_ca_system_score_codex":0.00022182215,"about_ca_system_score_gemma":0.0003096476,"threshold_uncertainty_score":0.58626884},"labels":[],"label_agreement":null},{"id":"W2344735436","doi":"10.1080/17441692.2016.1165720","title":"Beyond engagement in working with children in eight Nairobi slums to address safety, security, and housing: Digital tools for policy and community dialogue","year":2016,"lang":"en","type":"article","venue":"Global Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Public relations; Participatory action research; Sociology; Relation (database); Slum; Political science; Computer science; Population","score_opus":0.4394556823564601,"score_gpt":0.5446289622456634,"score_spread":0.10517327988920327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344735436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9558969,0.000098660385,0.0007574027,0.03369654,0.000044280518,0.0016899443,0.00030250402,0.000040748335,0.007473003],"genre_scores_gemma":[0.9978648,0.00011054994,0.00054162525,0.0012272795,0.00012886162,0.0000860704,0.000014267215,0.000010903613,0.000015667178],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99434114,0.0033670317,0.00034070408,0.00031095938,0.00044401924,0.0011961268],"domain_scores_gemma":[0.9971851,0.001545344,0.000087122084,0.00022533997,0.00006977122,0.0008872972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012088992,0.00014962873,0.0003187217,0.00020445285,0.00077941146,0.00052752363,0.00033750138,0.000089082154,0.0000045850315],"category_scores_gemma":[0.00758162,0.00011659315,0.000020466372,0.00093966536,0.00045792756,0.00079982297,0.0004176087,0.00030097915,0.0000017319329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013233103,0.0003371123,0.42220744,0.00004123215,0.000019085783,0.0000028348381,0.02097897,0.0000012938532,0.000003260071,0.07648339,0.00027884377,0.47951418],"study_design_scores_gemma":[0.0029857336,0.00083323225,0.8970543,0.00033096477,0.0000029388916,0.0000031028524,0.0047928994,0.000012486588,0.000004315291,0.020805087,0.07277301,0.0004019106],"about_ca_topic_score_codex":0.020502852,"about_ca_topic_score_gemma":0.09783372,"teacher_disagreement_score":0.47911227,"about_ca_system_score_codex":0.001458813,"about_ca_system_score_gemma":0.0018510987,"threshold_uncertainty_score":0.98601973},"labels":[],"label_agreement":null},{"id":"W2345886768","doi":"10.29173/cais384","title":"Methodological Strategies for Studying Documentary Planning Work","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Data collection; Work (physics); Library science; Sociology; Humanities; Computer science; Art; Social science; Engineering","score_opus":0.5814261653707259,"score_gpt":0.5337904221655931,"score_spread":0.04763574320513275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345886768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765353,0.0016506835,0.00080994493,0.008194609,0.00060588936,0.0015291399,0.000081927894,0.000051601288,0.010540871],"genre_scores_gemma":[0.9796543,0.00017409831,0.016972555,0.00026778562,0.000365249,0.00031595354,0.0000017470895,0.000034321336,0.002213994],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99542564,0.0007330413,0.0009013167,0.0005612476,0.0010769478,0.0013018299],"domain_scores_gemma":[0.9463855,0.0046633678,0.0013553865,0.00027813076,0.046778552,0.00053903594],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008083909,0.00042005992,0.00095739315,0.00017035365,0.0005714704,0.00472574,0.0025920954,0.0003906441,0.00031587743],"category_scores_gemma":[0.06745527,0.00033267206,0.0003808294,0.0010108651,0.002862481,0.01725867,0.0009143486,0.00064262183,0.0000112519165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062938646,0.0006771729,0.31597078,0.0015681951,0.0006643788,0.000003325272,0.3753423,0.00006897405,0.022873394,0.20077021,0.019370899,0.06206098],"study_design_scores_gemma":[0.0016779738,0.0021537691,0.22451234,0.0026869276,0.00055550964,0.000011411222,0.3091159,0.0009787282,0.022413744,0.25776574,0.17684239,0.0012855921],"about_ca_topic_score_codex":0.0016599455,"about_ca_topic_score_gemma":0.000018117336,"teacher_disagreement_score":0.1574715,"about_ca_system_score_codex":0.00019739648,"about_ca_system_score_gemma":0.00088663865,"threshold_uncertainty_score":0.99991256},"labels":[],"label_agreement":null},{"id":"W2346427423","doi":"10.17169/fqs-17.2.2526","title":"Embodied Ways of Storying the Self: A Systematic Review of Body-Mapping","year":2015,"lang":"en","type":"review","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Embodied cognition; Computer science; Artificial intelligence","score_opus":0.7804634271113522,"score_gpt":0.5960950901870947,"score_spread":0.18436833692425747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346427423","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008233117,0.52062744,0.0000453983,0.00020001658,0.000102370235,0.0048946897,0.00002722987,0.00004920811,0.47404543],"genre_scores_gemma":[0.00005249189,0.9678047,0.0003459167,0.00003827448,0.00009326081,0.000009062142,0.000010288237,0.000043026776,0.031603027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9588997,0.034548033,0.0009702095,0.0008671605,0.0034943987,0.0012205491],"domain_scores_gemma":[0.9887181,0.0039247796,0.00159016,0.0018299436,0.0031974118,0.00073960563],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.03046005,0.00048074103,0.0035518433,0.0013173576,0.0026070122,0.00017906223,0.008258749,0.0006481022,0.0000053806016],"category_scores_gemma":[0.0037526868,0.00042216975,0.0008932902,0.005243178,0.0027164093,0.0010232159,0.0020181823,0.0021665657,0.000039839866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000026871116,0.00011519344,0.000005079276,0.34462473,0.00058542204,0.0003684107,0.0020811935,2.3545194e-7,0.0000032174298,0.64964014,0.001322813,0.0012266929],"study_design_scores_gemma":[0.00024633546,0.000118645614,9.707101e-7,0.22308688,0.0012068888,0.0000069819584,0.006074353,0.0000078003895,0.000004221308,0.000030937703,0.76891637,0.00029961907],"about_ca_topic_score_codex":0.0035674286,"about_ca_topic_score_gemma":0.00015138308,"teacher_disagreement_score":0.76759356,"about_ca_system_score_codex":0.00399596,"about_ca_system_score_gemma":0.01372487,"threshold_uncertainty_score":0.9999976},"labels":[],"label_agreement":null},{"id":"W2346803537","doi":"10.1177/1476750315572447","title":"Moving with the movement: Collaboratively building a participatory action research study of social movement learning in Ada, Ghana","year":2015,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"St. Francis Xavier University; World Bank Group","keywords":"Participatory action research; Movement (music); Social movement; Citizen journalism; Action research; Process (computing); Action (physics); Social learning; Sociology; Democracy; Social movement theory; Public relations; Political science; Pedagogy; Computer science; Politics","score_opus":0.8736758953346779,"score_gpt":0.7152594956424096,"score_spread":0.15841639969226828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346803537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906311,0.00005422777,0.00017719192,0.0022772665,0.00008426185,0.0017921269,0.0000016128117,0.000045313674,0.004936919],"genre_scores_gemma":[0.9966341,0.000020384863,0.00010475662,0.000032258027,0.00024291188,0.00086277444,7.7487476e-7,0.000028117754,0.0020738794],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96340084,0.027799046,0.00043932075,0.0005286083,0.0063748336,0.0014573795],"domain_scores_gemma":[0.99382967,0.0025891191,0.00016545615,0.00029910557,0.002752687,0.0003639572],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.072577015,0.0001480761,0.00028587048,0.000907472,0.002558351,0.0002703951,0.000607644,0.00013245772,0.00011479898],"category_scores_gemma":[0.0073388596,0.000118862175,0.00003553015,0.0054081264,0.0012148033,0.00065805577,0.00035868475,0.0019742588,0.000024850677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031620094,0.0038260543,0.15883684,0.00012061655,0.0002899267,0.000077768505,0.72149754,0.003110264,0.0470215,0.019782614,0.0062728245,0.03600203],"study_design_scores_gemma":[0.0014287714,0.0018594412,0.045146752,0.00004443958,0.00000969495,9.6046755e-8,0.9295446,0.0014201611,0.006917796,0.00090596854,0.012561118,0.0001611104],"about_ca_topic_score_codex":0.02322723,"about_ca_topic_score_gemma":0.046431664,"teacher_disagreement_score":0.20804709,"about_ca_system_score_codex":0.002062844,"about_ca_system_score_gemma":0.0025669576,"threshold_uncertainty_score":0.9987402},"labels":[],"label_agreement":null},{"id":"W2359230875","doi":"10.1177/1471301216637206","title":"Re-claiming citizenship through the arts","year":2016,"lang":"en","type":"article","venue":"Dementia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; York University; Toronto Rehabilitation Institute; University of Toronto; University of Waterloo","funders":"Toronto Rehabilitation Institute","keywords":"Citizenship; Narrative; The arts; Oppression; Sociology; Transformative learning; Dementia; Disability studies; Gender studies; Aesthetics; Psychology; Political science; Politics; Law; Medicine; Pedagogy; Literature; Art","score_opus":0.6654569792751645,"score_gpt":0.6221459572571912,"score_spread":0.04331102201797321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2359230875","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3241135,0.0007160148,0.020892039,0.033303287,0.0008815096,0.0005953727,0.0000076161205,0.00021432569,0.61927634],"genre_scores_gemma":[0.9957712,0.000038938444,0.00087343965,0.0005949841,0.00026629205,0.000039001996,2.3092706e-7,0.000008659609,0.0024072337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976283,0.000998441,0.0001389346,0.000170399,0.0005539452,0.0005100251],"domain_scores_gemma":[0.9986277,0.0009179382,0.000048342503,0.00024011315,0.000061202205,0.00010467301],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032376095,0.000064397485,0.0000773445,0.000019902187,0.000727617,0.00007494164,0.00034970217,0.000045163328,0.0020458573],"category_scores_gemma":[0.0019445824,0.000035440447,0.000049777627,0.00018447371,0.0004650448,0.00014937585,0.00008410861,0.000075540156,0.00041672864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004449845,0.00006536932,0.041831635,0.000011911156,0.00030910684,0.000028865315,0.037142977,9.807129e-7,0.010574081,0.65418446,0.1415541,0.11425201],"study_design_scores_gemma":[0.00026762614,0.000036510803,0.011150387,0.000034310757,0.000039549694,1.5967224e-7,0.0032049099,0.0000066569896,0.005610977,0.06781586,0.91168875,0.00014433161],"about_ca_topic_score_codex":0.00030970725,"about_ca_topic_score_gemma":0.00068396283,"teacher_disagreement_score":0.7701346,"about_ca_system_score_codex":0.000053566193,"about_ca_system_score_gemma":0.00010375751,"threshold_uncertainty_score":0.9988664},"labels":[],"label_agreement":null},{"id":"W236565724","doi":"","title":"Using visual methods to capture embedded processes of resilience for youth across cultures and contexts.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Reflexivity; Psychological resilience; Psychosocial; Argument (complex analysis); Psychology; Negotiation; Field (mathematics); Process (computing); Power (physics); Social psychology; Developmental psychology; Sociology; Computer science; Social science; Psychotherapist","score_opus":0.4866430159214623,"score_gpt":0.6662992580564403,"score_spread":0.179656242134978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W236565724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97971517,0.00019885508,0.0172835,0.00016880975,0.00023680118,0.001556759,0.00004726515,0.000038903527,0.0007539121],"genre_scores_gemma":[0.93704236,0.000006385786,0.061707888,0.00009376829,0.00014558887,0.00064890605,7.770631e-7,0.0000124305225,0.00034190217],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99768126,0.0005976054,0.00022951266,0.00031858942,0.00040724655,0.0007657652],"domain_scores_gemma":[0.9978124,0.0009746058,0.0001076985,0.0001437365,0.00049897196,0.00046256723],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00747267,0.00011326828,0.00025279235,0.000057635516,0.00043843282,0.0001228065,0.00030518547,0.00014172912,0.0000061606015],"category_scores_gemma":[0.032093536,0.00009546049,0.0000421758,0.00050101243,0.00073137175,0.0002577355,0.00010503943,0.00017875721,3.8471376e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005686528,0.00026181413,0.016210482,0.0004019854,0.00007484714,0.0000027842702,0.39344895,0.000030015717,0.10523451,0.0053037074,0.00024236472,0.4782199],"study_design_scores_gemma":[0.0020389697,0.0002348441,0.16894464,0.000087981134,0.00015413627,0.000003441042,0.18500045,0.00053443876,0.5978548,0.006172034,0.03778169,0.0011925545],"about_ca_topic_score_codex":0.00071846263,"about_ca_topic_score_gemma":0.0024027196,"teacher_disagreement_score":0.49262032,"about_ca_system_score_codex":0.000034092234,"about_ca_system_score_gemma":0.00026071706,"threshold_uncertainty_score":0.97605956},"labels":[],"label_agreement":null},{"id":"W2372929","doi":"10.46743/2160-3715/2012.1704","title":"Contextualizing Theories and Practices of Bricolage Research","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":291,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Bricolage; Popularity; Epistemology; Sociology; Qualitative research; Social science; Psychology; Social psychology; Philosophy","score_opus":0.9532973941235654,"score_gpt":0.8342510954504669,"score_spread":0.11904629867309846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8496642,0.0008808102,0.0007279062,0.0031168335,0.00008470239,0.00040449257,0.0000031189697,0.000026629152,0.14509131],"genre_scores_gemma":[0.9952123,0.000050502997,0.0010148456,0.000029359297,0.0000995689,0.000044414282,5.5245397e-7,0.000008007231,0.0035404146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9708947,0.02640598,0.00038168093,0.0002164157,0.0016927922,0.00040841644],"domain_scores_gemma":[0.9793885,0.017984835,0.00051954144,0.0003075349,0.001553347,0.00024625548],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.15463187,0.00006733699,0.00020038587,0.00008566091,0.00052745733,0.00008642126,0.00026695713,0.000051579198,0.000027895589],"category_scores_gemma":[0.18122584,0.000045449837,0.000029707873,0.0005848075,0.004065836,0.00036868002,0.00015485995,0.0002818361,0.000012627199],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007933737,0.00003119106,0.001562794,0.000010641761,0.000025493899,0.000033146356,0.5466263,1.6086199e-7,0.0006344072,0.4495986,0.00057060143,0.00082724297],"study_design_scores_gemma":[0.00011555462,0.00016561022,0.0007887547,0.000021470492,0.000007972747,0.0000075559847,0.7736325,0.0000061098667,0.0012233986,0.17918059,0.044788662,0.000061822444],"about_ca_topic_score_codex":0.0071838186,"about_ca_topic_score_gemma":0.0006127772,"teacher_disagreement_score":0.27041805,"about_ca_system_score_codex":0.000091341506,"about_ca_system_score_gemma":0.0010510567,"threshold_uncertainty_score":0.99942744},"labels":[],"label_agreement":null},{"id":"W2386245214","doi":"10.1177/1471301216638180","title":"Walking in the neighbourhood: Performing social citizenship in dementia","year":2016,"lang":"en","type":"article","venue":"Dementia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Neighbourhood (mathematics); Citizenship; Club; Agency (philosophy); Vulnerability (computing); Sociology; Gerontology; Psychology; Focus group; Public relations; Social psychology; Politics; Medicine; Political science; Disease; Social science","score_opus":0.46192353868831576,"score_gpt":0.5737312206333844,"score_spread":0.11180768194506868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386245214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960596,0.00019024979,0.00049288414,0.0024896576,0.00014703865,0.0002901453,0.0000020765092,0.000026142097,0.03576576],"genre_scores_gemma":[0.9990693,0.000021329297,0.0002450364,0.00024965417,0.0002298892,0.000077070385,5.8621487e-7,0.0000101739115,0.00009700629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956726,0.0022582193,0.00028985096,0.00023151163,0.0007265682,0.0008212706],"domain_scores_gemma":[0.9990131,0.00066457066,0.000068129215,0.00013991602,0.00003788889,0.00007636132],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009911577,0.0000989953,0.00013741985,0.00015716923,0.00050151296,0.00010311564,0.00051170954,0.0000813542,0.0011137604],"category_scores_gemma":[0.0012078278,0.00006618603,0.000058057067,0.00052137865,0.00024189944,0.00022665813,0.0000918716,0.00018746826,0.00007481194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027988444,0.000081723534,0.75985706,0.000009967575,0.00006269727,0.000033650675,0.037011843,3.9696417e-7,0.004085858,0.06571796,0.0007360502,0.13237484],"study_design_scores_gemma":[0.0010287525,0.000041817508,0.96012807,0.00006365922,0.000038913895,4.0028215e-7,0.0078813415,0.000039308386,0.000789512,0.014978825,0.014779867,0.00022952244],"about_ca_topic_score_codex":0.0006112225,"about_ca_topic_score_gemma":0.0048426837,"teacher_disagreement_score":0.20027106,"about_ca_system_score_codex":0.00014676279,"about_ca_system_score_gemma":0.00016528033,"threshold_uncertainty_score":0.9997994},"labels":[],"label_agreement":null},{"id":"W2388432919","doi":"10.1057/9780230305632_7","title":"Practice and the Politics of Interpretation: Field Methods","year":2011,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpretation (philosophy); Field (mathematics); Ethnography; Politics; Citizen journalism; Sociology; Action (physics); Epistemology; Field research; Computer science; Social science; Political science; Anthropology; Philosophy; Law; Mathematics; World Wide Web","score_opus":0.28923574623703124,"score_gpt":0.545866044344415,"score_spread":0.25663029810738375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2388432919","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017841634,0.0019487183,0.007473003,0.0004384344,0.00025446346,0.00058407296,0.000013422842,0.000030267453,0.98923975],"genre_scores_gemma":[0.956597,0.00056284154,0.020124875,0.0007626044,0.00031905473,0.0000443555,0.000001320735,0.000045108376,0.02154288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995803,0.0023805704,0.00048424106,0.00031152085,0.00061246153,0.00040822322],"domain_scores_gemma":[0.98874646,0.0096758185,0.00043552407,0.00048179942,0.00041885945,0.00024155893],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0076455595,0.00024170343,0.00051630393,0.00013465877,0.00033905247,0.000060303606,0.0004881478,0.00033587014,0.0004991195],"category_scores_gemma":[0.008625667,0.0001809834,0.00018208269,0.000025334391,0.0022440013,0.0000020703271,0.00025056553,0.00050895277,0.00001947926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014764741,3.1860316e-7,0.000009029255,0.00003364234,0.00013370445,0.0000069162243,0.01924902,2.4736705e-8,0.000012664632,0.91306907,0.000015408345,0.06732257],"study_design_scores_gemma":[0.0002797228,0.00010372623,0.0000165781,0.00009080003,0.00017996982,0.0000039341303,0.0009867909,0.000017610208,0.00041317425,0.9628922,0.034827597,0.00018794334],"about_ca_topic_score_codex":0.0013663598,"about_ca_topic_score_gemma":0.00023287025,"teacher_disagreement_score":0.9676969,"about_ca_system_score_codex":0.00005914094,"about_ca_system_score_gemma":0.00036982613,"threshold_uncertainty_score":0.9997251},"labels":[],"label_agreement":null},{"id":"W2394937533","doi":"","title":"Waasaabikizo: Our pictures are good medicine","year":2016,"lang":"en","type":"article","venue":"Decolonization: Indigeneity, Education & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Decolonization; Privilege (computing); Indigenous; Narrative; Photography; Identity (music); Context (archaeology); Sociology; Gender studies; Aesthetics; Visual arts; History; Political science; Law; Art; Archaeology; Literature; Politics","score_opus":0.3245567995520825,"score_gpt":0.588093807385522,"score_spread":0.2635370078334395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394937533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.813553,0.0013762026,0.016765911,0.13455883,0.005635681,0.0019065498,0.000041062158,0.00059079827,0.025571985],"genre_scores_gemma":[0.98468673,0.00096324825,0.0022072638,0.0019543702,0.0022711994,0.00019929161,0.000019789892,0.000034571916,0.0076635564],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628156,0.0010866564,0.00042126258,0.00047427148,0.001040282,0.0006959703],"domain_scores_gemma":[0.9971816,0.0005356036,0.00033221857,0.00042454698,0.0010285104,0.0004975204],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034343528,0.00020296921,0.0002713923,0.000095568976,0.0016630014,0.0001084752,0.00058039505,0.0002866155,0.0010191557],"category_scores_gemma":[0.0041567786,0.00015539455,0.00014016287,0.0011052585,0.00047700614,0.00048787674,0.00009422929,0.00017966263,0.00021029545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012595903,0.0005675378,0.6967145,0.00004514181,0.00010445311,0.0000012264982,0.087156065,0.000008143485,0.00078446075,0.027866248,0.1666203,0.020119293],"study_design_scores_gemma":[0.0005826685,0.000093038296,0.46078673,0.000111363544,0.000049478516,0.0000013338968,0.049422633,0.000012827083,0.0011074544,0.010875631,0.4765661,0.0003907292],"about_ca_topic_score_codex":0.0005282655,"about_ca_topic_score_gemma":0.0032498841,"teacher_disagreement_score":0.30994582,"about_ca_system_score_codex":0.0009779525,"about_ca_system_score_gemma":0.0034349808,"threshold_uncertainty_score":0.999894},"labels":[],"label_agreement":null},{"id":"W2395553017","doi":"10.1177/160940690900800108","title":"Time Line Drawings: Enhancing Participant Voice in Narrative Interviews on Sensitive Topics","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Line drawings; Narrative; Line (geometry); Visual arts; Space (punctuation); Participant observation; Psychology; Computer science; Art; Sociology; Engineering drawing; Literature; Engineering","score_opus":0.894504397090155,"score_gpt":0.7735642627430143,"score_spread":0.12094013434714068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395553017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7601268,0.00032014947,0.19733591,0.029904565,0.0015768246,0.00042364388,0.0000125630095,0.000032696364,0.0102668395],"genre_scores_gemma":[0.83302337,0.000074160234,0.1623806,0.0020819437,0.0010649092,0.000009832524,0.0000016396625,0.000015013994,0.0013485365],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.968399,0.0284328,0.0011694807,0.00024109961,0.0013097764,0.0004478746],"domain_scores_gemma":[0.99021137,0.007139733,0.0007171555,0.00011817409,0.0015518703,0.0002617029],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05006279,0.0001811564,0.00054719613,0.0005303963,0.0001414109,0.00010148306,0.0005790543,0.00010106193,0.00016984966],"category_scores_gemma":[0.034690626,0.00015614112,0.00021376483,0.00044594036,0.00041284075,0.0005449317,0.000054925764,0.00067083293,0.000040940115],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000454007,0.000325063,0.0000150117185,0.000003642766,0.00015279214,0.00013805604,0.877082,0.00015465597,0.026541658,0.01257762,0.00020471458,0.08235076],"study_design_scores_gemma":[0.0024185975,0.003543113,0.002776847,0.0014466752,0.00007474196,0.000022475062,0.6984142,0.0019734886,0.14145656,0.10236977,0.0447988,0.00070470065],"about_ca_topic_score_codex":0.00011120201,"about_ca_topic_score_gemma":0.0001601243,"teacher_disagreement_score":0.1786678,"about_ca_system_score_codex":0.00063876674,"about_ca_system_score_gemma":0.00046799926,"threshold_uncertainty_score":0.97816026},"labels":[],"label_agreement":null},{"id":"W2396735713","doi":"10.18357/ijcyfs.71201615635","title":"THE SPECTRUM OF VISIBILITY: YOUTH EXPERIENCES OF MARGINALIZATION AND HOMELESSNESS","year":2016,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Visibility; Participatory action research; Citizen journalism; Inclusion (mineral); The arts; Sociology; Psychology; Social psychology; Political science; Geography","score_opus":0.29127829961206786,"score_gpt":0.5297525623059948,"score_spread":0.2384742626939269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396735713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906607,0.0060429587,0.00048810578,0.0018479116,0.00041116294,0.00005836309,0.000013896775,0.000002328579,0.00047453307],"genre_scores_gemma":[0.9905079,0.009228788,0.00004725864,0.00004222911,0.00015044172,0.0000012192858,1.1657887e-7,0.0000026864614,0.00001937034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984173,0.00030689855,0.00036781776,0.00008466939,0.000692512,0.000130796],"domain_scores_gemma":[0.9983016,0.0006116791,0.0003527494,0.000054236785,0.00061329675,0.00006642261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022659726,0.00006195667,0.00020609955,0.00009270822,0.00016686971,0.000030399264,0.00024232619,0.000023477949,0.0000027202284],"category_scores_gemma":[0.0020437352,0.00003202866,0.000046087855,0.00009181568,0.0012857912,0.00020798098,0.00008473372,0.000054014832,1.1527493e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005157491,0.00008853304,0.12418635,0.000018611423,0.0004801114,0.0000043898385,0.83336604,0.0000014204901,0.0003957136,0.009392805,0.000042329404,0.031507935],"study_design_scores_gemma":[0.0006893431,0.00023192889,0.10913247,0.00032299946,0.00004080189,0.0000018886296,0.88194954,0.0000041069875,0.0018760134,0.0050155576,0.00065638474,0.00007896332],"about_ca_topic_score_codex":0.000048481234,"about_ca_topic_score_gemma":0.000045307006,"teacher_disagreement_score":0.048583496,"about_ca_system_score_codex":0.00003266685,"about_ca_system_score_gemma":0.00006625547,"threshold_uncertainty_score":0.4737551},"labels":[],"label_agreement":null},{"id":"W2397760038","doi":"10.1007/s12134-016-0500-2","title":"Searching for Tomorrow—South Sudanese Women Reconstructing Resilience through Photovoice","year":2016,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Positive Living Society of British Columbia","funders":"","keywords":"Photovoice; Refugee; Sociology; Focus group; Participatory action research; Thematic analysis; Qualitative research; Gender studies; Grounded theory; Population; Social science; Political science; Anthropology; Economic growth","score_opus":0.20654620384019703,"score_gpt":0.5320096470248222,"score_spread":0.32546344318462517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397760038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52830285,0.000064789616,0.451396,0.01361265,0.00065436494,0.00044568034,0.00004777384,0.00004783381,0.0054280497],"genre_scores_gemma":[0.95154214,0.0012647161,0.04059998,0.0009996624,0.00096868136,0.00027808102,0.00002741224,0.000032502103,0.004286822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952616,0.0019543883,0.001157668,0.00036904152,0.0008171849,0.00044011816],"domain_scores_gemma":[0.9919086,0.003930439,0.0010848057,0.00017071197,0.0026115894,0.00029383117],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009315281,0.00025639907,0.0003262614,0.0006279209,0.0003915835,0.0006517137,0.0005515342,0.00021458037,0.00040513894],"category_scores_gemma":[0.023189716,0.00020620208,0.00020026404,0.00033807117,0.00042376397,0.0029391139,0.000044204404,0.0004649057,0.000009789209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00106107,0.00031199414,0.032583397,0.000034115583,0.00019195973,0.000012411752,0.10839863,0.00035544386,0.21861936,0.5880213,0.0027264955,0.047683846],"study_design_scores_gemma":[0.0060522435,0.001976934,0.026963176,0.0026315497,0.00010197761,0.0006895103,0.077381484,0.047878876,0.110826485,0.11754733,0.6065992,0.0013511974],"about_ca_topic_score_codex":0.000852312,"about_ca_topic_score_gemma":0.004773734,"teacher_disagreement_score":0.6038727,"about_ca_system_score_codex":0.001722868,"about_ca_system_score_gemma":0.0010348217,"threshold_uncertainty_score":0.9850384},"labels":[],"label_agreement":null},{"id":"W2400742143","doi":"10.1007/978-981-10-0306-6_15","title":"Visual Ethics with and Through the Body: The Participation of Girls with Disabilities in Vietnam in a Photovoice Project","year":2016,"lang":"en","type":"book-chapter","venue":"Perspectives on children and young people","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; McGill University","funders":"","keywords":"Photovoice; Participatory action research; Anonymity; Visual research; Reflexivity; Framing (construction); Context (archaeology); Gender studies; Citizen journalism; Sociology; Disability studies; Population; Psychology; Political science; Social science; Geography; Visual arts; Law","score_opus":0.19720974274706726,"score_gpt":0.5175377272470804,"score_spread":0.3203279845000131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400742143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89845765,0.0011206759,0.00004397556,0.0027101994,0.00003184017,0.0021222068,0.000058002508,0.000024531997,0.095430925],"genre_scores_gemma":[0.993884,0.0011081365,0.000038941595,0.000042755357,0.000083322695,0.00012968483,0.0000018478972,0.000025417223,0.004685883],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974044,0.00091262354,0.00021919879,0.00043479304,0.00068728824,0.00034171564],"domain_scores_gemma":[0.9977614,0.0016855908,0.00014850794,0.00022745787,0.00012325277,0.000053759108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021732692,0.00022240197,0.00035087034,0.00009008664,0.00037483955,0.0000805366,0.00018653114,0.00017313827,0.000030340343],"category_scores_gemma":[0.0011891624,0.00010669677,0.000036793386,0.00014735527,0.0024956607,0.00018499121,0.000064449436,0.00070909876,0.0000013711208],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005204484,0.00012070798,0.06619489,0.000028075789,0.00007576065,9.108659e-7,0.67980725,0.0000021983542,0.000007821229,0.2528565,0.000015590318,0.0003698645],"study_design_scores_gemma":[0.0016231722,0.0016741744,0.80267906,0.0010742472,0.00011472729,0.000006832506,0.17867011,0.00003539267,0.000077023295,0.012797382,0.0006673886,0.00058048515],"about_ca_topic_score_codex":0.008644076,"about_ca_topic_score_gemma":0.105045415,"teacher_disagreement_score":0.73648417,"about_ca_system_score_codex":0.00016026608,"about_ca_system_score_gemma":0.00047555708,"threshold_uncertainty_score":0.99795747},"labels":[],"label_agreement":null},{"id":"W2403976358","doi":"10.1177/1609406915611560","title":"“The Heartbeat of Hamilton”","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Photovoice; Downtown; Citizen journalism; Action (physics); Sociology; Perception; Process (computing); Socioeconomic status; Politics; Participatory action research; Field (mathematics); Narrative; Metropolitan area; Psychology; Public relations; Political science; Visual arts; Geography; Computer science","score_opus":0.980483775782721,"score_gpt":0.8538267653456982,"score_spread":0.1266570104370227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403976358","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20212077,0.0030533636,0.73393816,0.016348574,0.0066610835,0.00028143197,0.00001719872,0.000021270655,0.03755812],"genre_scores_gemma":[0.32161677,0.00031823845,0.6739317,0.00024962952,0.0009498083,0.000009510465,5.320712e-7,0.000017821563,0.0029059986],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9695859,0.027354147,0.0007495012,0.00009056713,0.0019686844,0.00025119528],"domain_scores_gemma":[0.9836862,0.011227062,0.0006258213,0.00010879302,0.0040521175,0.00029998578],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.094315134,0.00007611503,0.00024047859,0.00017754611,0.00013869918,0.00007468491,0.00086675776,0.000049755232,0.00004666259],"category_scores_gemma":[0.04883051,0.000052441625,0.00016412258,0.00026440367,0.0010584438,0.00032872937,0.00006080219,0.0002632313,0.000009238923],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067283504,0.00016699547,0.00069480884,0.0000051121806,0.00048172742,0.00002747186,0.58162475,0.000044043492,0.005288219,0.2712898,0.0059292614,0.13377495],"study_design_scores_gemma":[0.0007801163,0.00038207538,0.0006069804,0.000057256493,0.000020828349,0.000010001049,0.17192025,0.00009603213,0.013818328,0.16168596,0.6505108,0.0001114093],"about_ca_topic_score_codex":0.00024380832,"about_ca_topic_score_gemma":0.000056137807,"teacher_disagreement_score":0.6445815,"about_ca_system_score_codex":0.00027072776,"about_ca_system_score_gemma":0.00092189596,"threshold_uncertainty_score":0.9591816},"labels":[],"label_agreement":null},{"id":"W2410837040","doi":"10.1017/s0307883316000298","title":"Refrains for Moving Bodies: Experience and Experiment in Affective Spaces","year":2016,"lang":"en","type":"article","venue":"Theatre Research International","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"History; Psychology","score_opus":0.6385518307132172,"score_gpt":0.6973142077652082,"score_spread":0.058762377051991055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410837040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9273813,0.00020052199,0.0022574991,0.008235976,0.00021629407,0.0007352322,0.000019830382,0.00003539497,0.060918],"genre_scores_gemma":[0.99556357,0.0002412076,0.0015266578,0.000019925068,0.00026311236,0.0006037453,4.896224e-7,0.000009629535,0.0017716701],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667543,0.0011992535,0.00014327976,0.00031134693,0.0010532924,0.00061737443],"domain_scores_gemma":[0.99599123,0.0034021833,0.000026103191,0.00012647247,0.00024919354,0.00020479395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072460175,0.000073896306,0.000109838744,0.00029367543,0.00033161993,0.000120327044,0.00038735024,0.000055694632,0.00025427088],"category_scores_gemma":[0.0042646686,0.000053394746,0.000031279687,0.00015191433,0.0009964668,0.00038903757,0.00019838178,0.0001306187,0.000016100996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007650552,0.0003616386,0.061306734,0.000026807718,0.00007512028,0.000029883015,0.20181842,0.0000017720663,0.15267935,0.2312094,0.0015976821,0.35012814],"study_design_scores_gemma":[0.0038285665,0.00091994816,0.02221758,0.00076491095,0.0000042204847,0.0000028344255,0.12471511,0.0010615255,0.10754062,0.09035629,0.64794147,0.00064690696],"about_ca_topic_score_codex":0.0013709601,"about_ca_topic_score_gemma":0.0011493956,"teacher_disagreement_score":0.64634377,"about_ca_system_score_codex":0.00065655785,"about_ca_system_score_gemma":0.00025954848,"threshold_uncertainty_score":0.51055145},"labels":[],"label_agreement":null},{"id":"W2413882455","doi":"","title":"Photovoice: picturing the health of Aboriginal women in a remote northern community.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Northwest Territories; Aurora College","funders":"","keywords":"Photovoice; Geography; Sociology; Visual arts; Art","score_opus":0.38113962403617574,"score_gpt":0.5636796488677308,"score_spread":0.18254002483155507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413882455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99047655,0.000089437744,0.000076231845,0.0018059696,0.00007117466,0.0006456101,0.0000021730718,0.000024990144,0.006807893],"genre_scores_gemma":[0.9990092,0.000055467804,0.00019454407,0.00020615934,0.000052620646,0.00028560174,2.470551e-7,0.00000736754,0.00018878336],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99537385,0.0028648463,0.00022773813,0.00009662585,0.0004979482,0.0009390079],"domain_scores_gemma":[0.9988228,0.00047899195,0.0000964396,0.0002668426,0.000054701162,0.00028023098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017613797,0.000063931904,0.00016996921,0.00008182966,0.00045026865,0.000030304882,0.0004993213,0.000037667047,0.000010021492],"category_scores_gemma":[0.0016174713,0.00004984181,0.000031194413,0.0005587963,0.00041309767,0.00010400388,0.00005092093,0.00043355717,0.0000045762044],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019250136,0.0004250726,0.08767633,0.00010312625,0.000041688603,0.000010725571,0.49983403,0.00026683634,0.000117504474,0.0046085035,0.000023797793,0.4066999],"study_design_scores_gemma":[0.00068138837,0.00006448157,0.9389241,0.0000248117,0.0000017241238,4.4052632e-7,0.022239417,0.00001161484,0.00047107085,0.013086092,0.02439085,0.00010403498],"about_ca_topic_score_codex":0.06892231,"about_ca_topic_score_gemma":0.082824916,"teacher_disagreement_score":0.8512477,"about_ca_system_score_codex":0.0011663772,"about_ca_system_score_gemma":0.00076541747,"threshold_uncertainty_score":0.9372778},"labels":[],"label_agreement":null},{"id":"W2415968850","doi":"10.5430/wje.v6n3p48","title":"The Use of Participatory Action Research within Education-Benefits to Stakeholders","year":2016,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"George Brown College","funders":"","keywords":"Participatory action research; Action research; Citizen journalism; Participatory evaluation; Research methodology; Action (physics); Sociology; Psychology; Pedagogy; Political science; Social science","score_opus":0.9406048435540442,"score_gpt":0.7026466959421503,"score_spread":0.23795814761189382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415968850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800616,0.00041426788,0.0002554427,0.015198255,0.002465383,0.00033101995,0.0000015307345,0.0000067031324,0.001265787],"genre_scores_gemma":[0.98666775,0.00022354537,0.0017942652,0.00013692655,0.00067471084,0.000048625705,1.5051309e-7,0.000011692223,0.010442307],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99463564,0.0030160306,0.00054725056,0.00012801886,0.0012723077,0.00040076688],"domain_scores_gemma":[0.9929432,0.003513348,0.00040142593,0.0002683123,0.0024218448,0.00045182803],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013647859,0.00006995414,0.00013303883,0.0005558454,0.0006185656,0.00013077454,0.00039304033,0.000041021525,0.00011910928],"category_scores_gemma":[0.017419228,0.000043545366,0.00006382539,0.0011862121,0.0004765697,0.0007185258,0.000033183027,0.00024751027,0.000030597253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002469143,0.0006197352,0.024911068,0.00001564385,0.000042899006,3.3439213e-7,0.021196533,0.00008425268,0.012592616,0.076110266,0.08632255,0.7778572],"study_design_scores_gemma":[0.00018303012,0.00022341008,0.06942821,0.00052528747,0.000024392146,0.0000014923052,0.026643176,0.0000064714222,0.012323763,0.0060558184,0.8844542,0.00013078128],"about_ca_topic_score_codex":0.0005861829,"about_ca_topic_score_gemma":0.004335648,"teacher_disagreement_score":0.7981316,"about_ca_system_score_codex":0.00063561543,"about_ca_system_score_gemma":0.008014075,"threshold_uncertainty_score":0.99760956},"labels":[],"label_agreement":null},{"id":"W2418211313","doi":"","title":"Lifeworks: Photo opportunities","year":2003,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Portrait; Visual arts; Subject (documents); Sociology; Media studies; Art; Computer science; Library science","score_opus":0.4557758993893187,"score_gpt":0.5512462936054165,"score_spread":0.09547039421609788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418211313","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.133743,0.00060071424,0.0007817766,0.057184804,0.0033124099,0.00024601957,0.000014645421,0.00006841776,0.8040482],"genre_scores_gemma":[0.9431839,0.001188749,0.0010698093,0.027640099,0.0035063724,0.000027910553,0.0000018778746,0.000031807285,0.023349488],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99276865,0.0033456353,0.00029761312,0.00010753665,0.0025779326,0.00090264116],"domain_scores_gemma":[0.99375176,0.0007679024,0.00012557325,0.00007595635,0.000508478,0.004770343],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020323982,0.00007629786,0.00014923188,0.00017994634,0.0011246043,0.00023868014,0.0002980218,0.0003688274,0.028674213],"category_scores_gemma":[0.048745267,0.000077130986,0.00007813718,0.00031132903,0.00017236447,0.00023712883,0.0000073591286,0.00091971416,0.000260969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058884048,0.0000667593,0.08999326,0.000005738943,0.00014968675,0.001274382,0.011061441,0.0000028718177,0.0000100554535,0.17568325,0.637528,0.08421864],"study_design_scores_gemma":[0.00017126882,0.000014859791,0.0015117158,0.000018917073,0.0000053439658,0.000014501753,0.007628836,0.000015167286,0.000011427171,0.001594807,0.9889223,0.00009087423],"about_ca_topic_score_codex":0.0074805846,"about_ca_topic_score_gemma":0.10632461,"teacher_disagreement_score":0.80944085,"about_ca_system_score_codex":0.001797977,"about_ca_system_score_gemma":0.018626014,"threshold_uncertainty_score":0.9991287},"labels":[],"label_agreement":null},{"id":"W2419601332","doi":"10.1177/1558689816653308","title":"Untangling the Meanings of Justice: A Longitudinal Mixed Methods Study","year":2016,"lang":"en","type":"article","venue":"Journal of Mixed Methods Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Ohio State University; Ohio State University Press; Sage Foundation","keywords":"Dominance (genetics); Qualitative research; Context (archaeology); Exploratory research; Economic Justice; Interpretation (philosophy); Phenomenon; Criminal justice; Longitudinal study; Perspective (graphical); Sociology; Psychology; Multimethodology; Criminology; Epistemology; Social psychology; Social science; Political science; Computer science; Law; Artificial intelligence; Medicine; History","score_opus":0.7863082384417603,"score_gpt":0.7613885315623351,"score_spread":0.02491970687942524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419601332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5538809,0.0014921338,0.43542135,0.0031383499,0.0016094656,0.00094336306,0.0000047914536,0.000022649088,0.0034870082],"genre_scores_gemma":[0.5455138,0.00041842737,0.45204926,0.000015118312,0.00085309235,0.00004133281,5.6003923e-8,0.000042135318,0.0010667788],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.84628636,0.14348963,0.0018780467,0.00054999866,0.005934697,0.0018612815],"domain_scores_gemma":[0.9273387,0.06494973,0.0009392149,0.00081038143,0.005107882,0.0008540574],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.37307605,0.00025120797,0.0009392289,0.0010467151,0.0013746861,0.00018408168,0.002500743,0.00022109272,0.00043698814],"category_scores_gemma":[0.18020755,0.00013656003,0.0004081485,0.0028315382,0.0024899454,0.00059588416,0.00071895646,0.0017204122,0.000019548694],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077934616,0.0008373813,0.007324445,0.0000819944,0.00049836485,0.00012897691,0.029182097,0.000009191422,0.20017843,0.009977382,0.0022370615,0.74876535],"study_design_scores_gemma":[0.005585153,0.0070493086,0.07273823,0.0010149777,0.0010477918,0.000087949105,0.37608108,0.0002724487,0.35078675,0.061565828,0.12286853,0.0009019486],"about_ca_topic_score_codex":0.00042881974,"about_ca_topic_score_gemma":0.0002432653,"teacher_disagreement_score":0.7478634,"about_ca_system_score_codex":0.00066522433,"about_ca_system_score_gemma":0.0022884943,"threshold_uncertainty_score":0.9999254},"labels":[],"label_agreement":null},{"id":"W2440852701","doi":"10.37119/ojs2016.v22i1.235","title":"Fostering Remembrance and Reconciliation Through an Arts-Based Response","year":2016,"lang":"en","type":"article","venue":"in education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Memorialization; The arts; Identity (music); Visual arts; Sociology; Focus group; Residential school; Pedagogy; Psychology; Mathematics education; Aesthetics; Art; Political science; Anthropology; Law","score_opus":0.7291533743120002,"score_gpt":0.6896444182424902,"score_spread":0.03950895606950999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2440852701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903817,0.0000846588,0.0012417561,0.0049394364,0.00027577174,0.00016550042,8.568221e-7,0.000025285244,0.0028850099],"genre_scores_gemma":[0.99556136,0.0000552163,0.003703528,0.00018186822,0.00010825283,0.00006819176,4.3542963e-7,0.000005000968,0.00031613078],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980025,0.0013219656,0.00011896869,0.00016394608,0.00019052508,0.00020208272],"domain_scores_gemma":[0.99896646,0.0007015472,0.000042839307,0.0001310724,0.00007980426,0.00007827664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004746088,0.000040437928,0.000054933396,0.000063059364,0.00013156375,0.000035361252,0.000078350924,0.00004535344,0.000050604624],"category_scores_gemma":[0.005102491,0.0000349893,0.000008132515,0.00017576679,0.00012637326,0.0007558097,0.000018984278,0.000039313476,0.0000136632825],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043145832,0.00016717784,0.03668681,0.0000141254595,0.0000015291063,6.7895985e-7,0.028529298,0.000004459863,0.13810994,0.007200212,0.00014369373,0.7887106],"study_design_scores_gemma":[0.000973133,0.00029361807,0.7007192,0.00040931324,0.0000060519337,5.973161e-7,0.011116414,0.00029054988,0.048750605,0.05256237,0.18449913,0.00037900882],"about_ca_topic_score_codex":0.00053997466,"about_ca_topic_score_gemma":0.0013971017,"teacher_disagreement_score":0.7883316,"about_ca_system_score_codex":0.0002837644,"about_ca_system_score_gemma":0.0008673106,"threshold_uncertainty_score":0.6108527},"labels":[],"label_agreement":null},{"id":"W2465717129","doi":"10.1075/ni.25.2.09med","title":"Issues of representation in narrative methodology in health research","year":2015,"lang":"en","type":"article","venue":"Narrative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Narrative; Storytelling; Representation (politics); Narrative inquiry; Sociology; Computer science; Psychology; Political science; Literature; Art","score_opus":0.9758970003343516,"score_gpt":0.8073642710845762,"score_spread":0.16853272924977536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465717129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98370135,0.0008662568,0.00075172266,0.008557731,0.0003346548,0.00082436146,0.000001443841,0.00002137067,0.004941093],"genre_scores_gemma":[0.9883532,0.00011958156,0.010144663,0.000080325706,0.00020654716,0.00014601047,0.0000026480589,0.000011476659,0.00093553786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93308246,0.06329197,0.000740647,0.00046283595,0.0015326971,0.0008893987],"domain_scores_gemma":[0.9939668,0.0044025313,0.0001870671,0.0002516164,0.0008677741,0.00032419822],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07076506,0.00010452846,0.00047872128,0.0008190441,0.00021313207,0.000026079011,0.00037733236,0.0001654693,0.00014408852],"category_scores_gemma":[0.05508113,0.000104251754,0.000036849022,0.0027683454,0.002277184,0.0004480011,0.00012811786,0.00065273023,0.00001752203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002092677,0.00014229323,0.026393171,0.000015592406,0.0000070447322,0.000012711457,0.95055157,0.00009004579,0.00084292394,0.015982183,0.002743391,0.0030098006],"study_design_scores_gemma":[0.00061459455,0.00045871068,0.015548715,0.00007787678,4.7603854e-7,2.6432838e-7,0.9416929,0.00010426695,0.0030536272,0.034697365,0.0036624053,0.000088798886],"about_ca_topic_score_codex":0.034149285,"about_ca_topic_score_gemma":0.03300035,"teacher_disagreement_score":0.06088436,"about_ca_system_score_codex":0.00091301283,"about_ca_system_score_gemma":0.0024169507,"threshold_uncertainty_score":0.9846449},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2466930446","doi":"10.1177/1468017316656145","title":"Methodological reflections on research with street youth","year":2016,"lang":"en","type":"article","venue":"Journal of Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto; Lakeridge Health; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Nature; Dalhousie University","keywords":"Acknowledgement; Framing (construction); Reciprocity (cultural anthropology); Sociology; Qualitative research; Research ethics; Data collection; Field (mathematics); Public relations; Engineering ethics; Political science; Social science; Computer science; Geography","score_opus":0.9603132986260691,"score_gpt":0.7640098309747617,"score_spread":0.19630346765130735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466930446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88189906,0.000060996663,0.005758189,0.025301732,0.0005614124,0.00025524874,0.0000071286995,0.000044010485,0.08611223],"genre_scores_gemma":[0.98956186,0.000039617003,0.0064967643,0.00007739385,0.0015803624,0.0000057046345,6.785617e-8,0.000011950554,0.002226283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98706067,0.010035909,0.00029058033,0.00014634013,0.0018533842,0.00061314605],"domain_scores_gemma":[0.9935793,0.005037921,0.0001947776,0.00010028265,0.00075223093,0.0003354545],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.026738621,0.00008150894,0.00026595255,0.0002347737,0.0015661254,0.00007111755,0.00040035197,0.0001540947,0.00041794626],"category_scores_gemma":[0.011495301,0.00004418598,0.000120780955,0.0014429755,0.0011901619,0.00018955464,0.00004525548,0.0006894087,0.000049798997],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00812059,0.0015695674,0.04389501,0.000017216898,0.00055891747,0.0003712885,0.19004801,0.000013760744,0.0071969205,0.512534,0.041412737,0.19426194],"study_design_scores_gemma":[0.003574387,0.007135886,0.16088903,0.0008209798,0.00014051066,0.0000064611504,0.18343449,3.0139685e-7,0.0038177778,0.07996003,0.55948913,0.00073099363],"about_ca_topic_score_codex":0.00004552076,"about_ca_topic_score_gemma":0.0001767935,"teacher_disagreement_score":0.5180764,"about_ca_system_score_codex":0.00047045623,"about_ca_system_score_gemma":0.0006651062,"threshold_uncertainty_score":0.9997337},"labels":[],"label_agreement":null},{"id":"W2468850843","doi":"10.1177/0886109915586828","title":"Complexities of Negotiating Power When Re-Constructing Stories About Lone Mothers","year":2015,"lang":"en","type":"article","venue":"Affilia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Negotiation; Participatory action research; Power (physics); Inclusion (mineral); Citizen journalism; Action (physics); Sociology; Action research; Psychology; Gender studies; Social psychology; Political science; Pedagogy; Social science; Law","score_opus":0.655926162100112,"score_gpt":0.5996150416770631,"score_spread":0.056311120423048866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468850843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85810786,0.00035245405,0.00054673443,0.00024240848,0.00055315136,0.0001685182,0.000008031741,0.000082013335,0.1399388],"genre_scores_gemma":[0.98236424,0.000004221331,0.016046694,0.00003747145,0.00015569606,0.000008962675,9.0853837e-7,0.000014199218,0.0013675969],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99738336,0.00097022846,0.0002621415,0.00017432513,0.00074374187,0.0004662292],"domain_scores_gemma":[0.99842757,0.00065251533,0.0001489502,0.00019858874,0.00031009028,0.000262315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036015913,0.00009567776,0.0002273581,0.000070249385,0.00023060445,0.000095250434,0.00028755216,0.000072513125,0.00038436273],"category_scores_gemma":[0.006324189,0.00009614529,0.000045332927,0.00022668108,0.0011587561,0.00037631585,0.000083966464,0.00014942508,0.000028545142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108802975,0.00010222389,0.1060241,0.000051255913,0.000101793325,0.000010908926,0.5876741,0.00026703454,0.002458329,0.2847383,0.010375468,0.00808769],"study_design_scores_gemma":[0.0007557642,0.00026132335,0.006654593,0.000112232476,0.000025049241,0.0000011538225,0.89319456,0.000731658,0.0031890844,0.019993456,0.07466111,0.0004199886],"about_ca_topic_score_codex":0.0052473643,"about_ca_topic_score_gemma":0.00090123666,"teacher_disagreement_score":0.3055205,"about_ca_system_score_codex":0.00015151748,"about_ca_system_score_gemma":0.0004717629,"threshold_uncertainty_score":0.793248},"labels":[],"label_agreement":null},{"id":"W2469977391","doi":"10.18357/ijih111201616020","title":"Kiskenimisowin (self-knowledge): Co-researching Wellbeing With Canadian First Nations Youth Through Participatory Visual Methods","year":2016,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Regina Qu'Appelle Health Region; First Nations University of Canada; Concordia University; University of Lethbridge","funders":"","keywords":"Indigenous; Participatory action research; Oppression; Traditional knowledge; Sociology; Community-based participatory research; Citizen journalism; Racism; Participatory evaluation; Public relations; Gender studies; Political science; Social science; Anthropology; Ecology","score_opus":0.3924751632428469,"score_gpt":0.6524161913858422,"score_spread":0.25994102814299525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469977391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8905676,0.0013424344,0.06715648,0.015972018,0.0018707629,0.0011087932,0.00017773053,0.00012451225,0.02167964],"genre_scores_gemma":[0.9704481,0.00112071,0.026818661,0.00037258348,0.00095594046,0.000019175102,0.0000035041796,0.00003901797,0.00022231002],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919065,0.0038059626,0.0008514699,0.00027161193,0.0018748522,0.0012895918],"domain_scores_gemma":[0.9932389,0.0029741921,0.0005880277,0.00017476374,0.0015671308,0.0014569429],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01498104,0.00019319983,0.00038791282,0.0010252225,0.0022561646,0.00021422708,0.0011113082,0.00011425586,0.00020136926],"category_scores_gemma":[0.0041186986,0.00013878431,0.00013850979,0.00054760877,0.0004346861,0.0008660529,0.000058008496,0.0005098343,0.000057809422],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00035157098,0.0012050959,0.07752946,0.00007891108,0.0010609486,0.00029300887,0.820014,0.00006504881,0.0004868041,0.015792275,0.00070192263,0.08242094],"study_design_scores_gemma":[0.007645154,0.0053467546,0.05183045,0.004582659,0.00020659623,0.00020495005,0.107479855,0.0002777363,0.007932609,0.006214759,0.80641234,0.0018661158],"about_ca_topic_score_codex":0.09799096,"about_ca_topic_score_gemma":0.49001732,"teacher_disagreement_score":0.80571043,"about_ca_system_score_codex":0.0043963585,"about_ca_system_score_gemma":0.01843379,"threshold_uncertainty_score":0.9994256},"labels":[],"label_agreement":null},{"id":"W2471621646","doi":"10.1177/1476750316653812","title":"How different approaches to taking pictures influences participation in a photovoice project","year":2016,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Photovoice; Photography; Theme (computing); Participatory action research; Data collection; Sociology; Psychology; Visual arts; Computer science; Social science; Art; World Wide Web","score_opus":0.9518770156706429,"score_gpt":0.7208256949204719,"score_spread":0.23105132075017099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471621646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858404,0.00003273169,0.0010604848,0.008519421,0.000103347775,0.0010377408,0.0000023994703,0.00006000393,0.0033434841],"genre_scores_gemma":[0.9959707,0.000070426686,0.000287365,0.000040059538,0.00021183536,0.001081496,4.96503e-7,0.000012603954,0.0023249628],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99142617,0.005150126,0.00019825545,0.00042448196,0.0017654898,0.0010354969],"domain_scores_gemma":[0.99701047,0.0021691923,0.00006647697,0.00025461003,0.00020855827,0.0002906667],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008308874,0.0001092145,0.00016362914,0.0006979806,0.0005658787,0.00033014262,0.00039295523,0.00011837544,0.00011295689],"category_scores_gemma":[0.016382953,0.00007285868,0.00004054803,0.0014161053,0.0004565165,0.00064556435,0.00013773008,0.0003361643,0.000052852945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045738535,0.0005415826,0.27706578,0.000072509196,0.000038243845,0.000016479962,0.0447601,0.000020664753,0.1584457,0.017982103,0.0012119222,0.49938753],"study_design_scores_gemma":[0.0007827243,0.0004956535,0.73028916,0.000233257,0.0000071332556,4.8994457e-7,0.022559028,0.00024809476,0.113475464,0.00526751,0.12623195,0.00040955388],"about_ca_topic_score_codex":0.0030106085,"about_ca_topic_score_gemma":0.015326882,"teacher_disagreement_score":0.49897796,"about_ca_system_score_codex":0.0006387197,"about_ca_system_score_gemma":0.00040514194,"threshold_uncertainty_score":0.9919025},"labels":[],"label_agreement":null},{"id":"W2474557882","doi":"","title":"Living On The Land: Exploring Inuit TranslocationA Visual Autoethnographic Experiment in Animated Database-Documentary","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Filmmaking; Autoethnography; Animation; Narrative; Visual arts; Indexicality; Context (archaeology); Theme (computing); Sensibility; Art; Movie theater; Sociology; History; Literature; Computer science; Archaeology; Anthropology; World Wide Web; Linguistics","score_opus":0.5289260096318471,"score_gpt":0.5962869249964845,"score_spread":0.0673609153646374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474557882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830806,0.00024966238,0.000040921306,0.0005297291,0.00046653982,0.000857121,0.000019762318,0.00014136256,0.014614295],"genre_scores_gemma":[0.9953088,0.00064748176,0.00015275527,0.00011040299,0.00018905375,0.0012449597,0.00006911102,0.000042176758,0.002235221],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949183,0.0022364138,0.00041895636,0.00047020605,0.0012866677,0.0006694768],"domain_scores_gemma":[0.9970272,0.002280917,0.000115021,0.0002989064,0.00008913824,0.00018877198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053717825,0.0002531512,0.00026413196,0.00043183507,0.00059090584,0.00013206547,0.0005533725,0.00016233706,0.0033888535],"category_scores_gemma":[0.00091112545,0.00017221698,0.00009567121,0.000673801,0.00017879653,0.00050403073,0.000039381917,0.0004320168,0.000104525985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007969324,0.0017239893,0.02000383,0.000320969,0.00034116925,0.00005971321,0.73152936,0.000011045021,0.07246758,0.06322644,0.0013094353,0.108209535],"study_design_scores_gemma":[0.0021740647,0.001197967,0.19177386,0.011030119,0.00017282229,5.9052945e-7,0.6242936,0.0009918772,0.1346604,0.005199763,0.024620324,0.003884574],"about_ca_topic_score_codex":0.008244923,"about_ca_topic_score_gemma":0.037952434,"teacher_disagreement_score":0.17177004,"about_ca_system_score_codex":0.00043329058,"about_ca_system_score_gemma":0.00065987406,"threshold_uncertainty_score":0.99835926},"labels":[],"label_agreement":null},{"id":"W2476036052","doi":"10.1007/s40037-016-0279-z","title":"Visual data in health professions education: time to consider their use, ethics and aims","year":2016,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; The Wilson Centre; University Health Network","funders":"","keywords":"Health professions; Medical education; Data science; Computer science; Engineering ethics; Medicine; Health care; Political science; Engineering","score_opus":0.6046124237154509,"score_gpt":0.7064836819268062,"score_spread":0.10187125821135534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476036052","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30197832,0.0007584908,0.0017242172,0.68811774,0.0007190699,0.0012757421,0.000017632261,0.00008070452,0.005328077],"genre_scores_gemma":[0.98128957,0.00080620655,0.0021540278,0.008159232,0.0006568064,0.00018650613,0.000010807358,0.000019198704,0.006717662],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99344885,0.0045052385,0.00024917064,0.00050195947,0.00090780976,0.00038696124],"domain_scores_gemma":[0.9931416,0.005051504,0.00007872194,0.00040655246,0.00028657474,0.0010350276],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0103077665,0.00010101658,0.00017070233,0.00020232206,0.00047155897,0.00006209723,0.00035372545,0.00016322367,0.0016928308],"category_scores_gemma":[0.11306618,0.000070302995,0.000014804781,0.00045514744,0.00066601834,0.0004010141,0.00015401003,0.00055589713,0.00018728775],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083910374,0.0030412148,0.008005053,0.00004223311,0.000018938785,7.74936e-7,0.5232447,1.6994467e-7,0.0002259803,0.093856834,0.03664354,0.33483666],"study_design_scores_gemma":[0.0005723126,0.0004012145,0.10145289,0.0020058644,0.000007095849,0.0000026999735,0.54119945,0.0001712793,0.00006392968,0.010746858,0.3429555,0.00042090402],"about_ca_topic_score_codex":0.0022023956,"about_ca_topic_score_gemma":0.0016000564,"teacher_disagreement_score":0.6799585,"about_ca_system_score_codex":0.0005666285,"about_ca_system_score_gemma":0.02238707,"threshold_uncertainty_score":0.9992198},"labels":[],"label_agreement":null},{"id":"W2477004186","doi":"10.3167/ghs.2016.090204","title":"Understanding the Role of Cultural Continuity in Reclaiming the Identity of Young Indigenous Women","year":2016,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Photovoice; Gender studies; Identity (music); Maturity (psychological); Context (archaeology); Psychological resilience; Sociology; Psychology; Developmental psychology; Social psychology; Geography; Economic growth","score_opus":0.6623303911681675,"score_gpt":0.6002503280746743,"score_spread":0.06208006309349323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477004186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321353,0.0011303822,0.00026612147,0.0005626109,0.00011144475,0.00029253427,0.0000044832723,0.000011701064,0.0044071623],"genre_scores_gemma":[0.99904394,0.00069321465,0.000028777495,0.000011336223,0.000038128124,0.000046994315,3.355657e-8,0.00000401745,0.00013357094],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971985,0.0013739581,0.00026856596,0.00012623359,0.00058396976,0.00044873432],"domain_scores_gemma":[0.9980487,0.0014168109,0.00016377507,0.00016493537,0.0001637425,0.00004199586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007646691,0.00007473959,0.00024205583,0.000048742328,0.00067481614,0.00002450981,0.00041214735,0.000037096845,0.00001278411],"category_scores_gemma":[0.004336496,0.000033666853,0.000048545273,0.00040775075,0.0013254752,0.00029228986,0.00020891766,0.00010833572,0.0000024898175],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030099905,0.000038026952,0.18675289,0.000012703143,0.00012121572,0.000001005086,0.7803404,0.0000013116681,0.004679987,0.020657673,0.000028417808,0.0073363283],"study_design_scores_gemma":[0.00025511533,0.00006641566,0.053766843,0.0000761725,0.00001302968,2.0284212e-7,0.88014954,0.0000026200225,0.002398209,0.06262798,0.0005679903,0.000075876436],"about_ca_topic_score_codex":0.0012404079,"about_ca_topic_score_gemma":0.01174733,"teacher_disagreement_score":0.13298604,"about_ca_system_score_codex":0.00056064845,"about_ca_system_score_gemma":0.00013483685,"threshold_uncertainty_score":0.6555286},"labels":[],"label_agreement":null},{"id":"W2488840045","doi":"10.1057/9780230100640_4","title":"When Research Becomes a Revolution: Participatory Action Research with Indigenous Peoples","year":2009,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Indigenous; Participatory action research; Citizen journalism; Face (sociological concept); Sociology; Action (physics); Action research; Political science; Gender studies; Media studies; Public relations; Social science; Pedagogy; Law; Anthropology","score_opus":0.6295879913507321,"score_gpt":0.5728204782879642,"score_spread":0.05676751306276784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488840045","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017534098,0.0024145767,0.000046185956,0.00048049228,0.00023368892,0.0029594335,0.00005680927,0.00031906582,0.97595567],"genre_scores_gemma":[0.75667727,0.0012955923,0.0010106119,0.00010437842,0.001773593,0.0004945653,0.000029720713,0.00020032487,0.23841394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9802993,0.007158128,0.0008164973,0.0014606245,0.00686149,0.003403986],"domain_scores_gemma":[0.9905897,0.0037163743,0.00030993667,0.0014900109,0.0024843246,0.0014096652],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.02777397,0.0006492599,0.0009759647,0.0018220202,0.003993059,0.00046834233,0.0015207329,0.0011076548,0.0011406256],"category_scores_gemma":[0.002527139,0.00060431566,0.00027483204,0.00030137965,0.004926158,0.000027373057,0.000438707,0.0036361986,0.0007615126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007381427,0.00003267953,0.0020323,0.00034129524,0.000383611,0.000618223,0.089240916,0.0000027276712,0.000349396,0.7984006,0.0024570993,0.10540301],"study_design_scores_gemma":[0.0005763084,0.0014492947,0.003292846,0.00078955025,0.00009056825,0.000015637812,0.005564437,0.000009992047,0.00038787563,0.6840461,0.30277076,0.0010066413],"about_ca_topic_score_codex":0.0055408026,"about_ca_topic_score_gemma":0.048677053,"teacher_disagreement_score":0.7391432,"about_ca_system_score_codex":0.0023561716,"about_ca_system_score_gemma":0.0062048812,"threshold_uncertainty_score":0.9997725},"labels":[],"label_agreement":null},{"id":"W2490774372","doi":"","title":"Between the therapeutic and the democratic? Mediating disability memories online","year":2014,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Internet privacy; Political science; Psychology; Public relations; Computer science; Politics; Law","score_opus":0.4156460333746975,"score_gpt":0.5909113865202447,"score_spread":0.17526535314554714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490774372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93719226,0.000850686,0.00033949094,0.031453714,0.00023754365,0.002383831,0.00007438259,0.00011875932,0.027349329],"genre_scores_gemma":[0.99643904,0.000185041,0.00038192075,0.0002530848,0.0013238696,0.0002332564,0.0000073523297,0.000031101845,0.0011453169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9767789,0.017363455,0.0005826199,0.00054220547,0.0032295592,0.0015032367],"domain_scores_gemma":[0.9659128,0.032049444,0.00016255412,0.0008121831,0.00052930374,0.00053367525],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05993182,0.00022499516,0.00049443,0.00009825289,0.0043072407,0.00038340344,0.0012839631,0.00016463824,0.00020315808],"category_scores_gemma":[0.035765685,0.00012700126,0.00014184938,0.0015003117,0.011362308,0.0003678738,0.0005872624,0.0013516252,0.000024553683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043191737,0.0003300089,0.44468015,0.00014167144,0.00030626744,0.000030375228,0.024786681,0.000008880522,0.0002766186,0.43628532,0.0018249063,0.0908972],"study_design_scores_gemma":[0.004898331,0.0006999988,0.44011584,0.00016503374,0.0001791054,0.000008322132,0.068177305,0.00834636,0.0013578251,0.36375165,0.111362346,0.000937882],"about_ca_topic_score_codex":0.0025537827,"about_ca_topic_score_gemma":0.008512174,"teacher_disagreement_score":0.10953744,"about_ca_system_score_codex":0.00015320582,"about_ca_system_score_gemma":0.0007252538,"threshold_uncertainty_score":0.996989},"labels":[],"label_agreement":null},{"id":"W2491741224","doi":"10.1177/1609406916659292","title":"Narrative Research Evolving","year":2016,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":176,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Island Health; University of Victoria","funders":"","keywords":"Narrative; Flourishing; Narrative inquiry; Epistemology; Qualitative research; Narrative network; Sociology; Narrative criticism; Engineering ethics; Psychology; Social science; Social psychology; Engineering; Philosophy","score_opus":0.9810071072088427,"score_gpt":0.8684388241546844,"score_spread":0.11256828305415822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491741224","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1662411,0.00074655854,0.7582545,0.033210006,0.0029452583,0.000251531,0.000011253556,0.000029385868,0.038310375],"genre_scores_gemma":[0.62399805,0.00016865409,0.37088862,0.000115318326,0.0011378964,0.00001434883,1.690449e-7,0.000016521768,0.0036603955],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9194169,0.07589799,0.0007454949,0.00020548265,0.0032024197,0.00053168123],"domain_scores_gemma":[0.9563917,0.034116212,0.0004540208,0.00013540716,0.008537611,0.00036504355],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16236894,0.00010354668,0.00027628968,0.0007177109,0.0003677169,0.00013344103,0.0011671841,0.000087372835,0.001570714],"category_scores_gemma":[0.13567705,0.000067648005,0.00017569636,0.0005130587,0.0016820907,0.0010014859,0.00014479207,0.00046027856,0.00005103009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020674057,0.00009859163,0.00030147025,0.000002482773,0.00023105596,0.00004762168,0.65288365,6.9605056e-7,0.045819648,0.13504359,0.003496459,0.16186798],"study_design_scores_gemma":[0.0009916294,0.00041931594,0.0013074698,0.00032308235,0.000010943117,0.000010241748,0.46134594,0.00001267152,0.026241736,0.31172585,0.19741619,0.0001949303],"about_ca_topic_score_codex":0.00020344851,"about_ca_topic_score_gemma":0.00005938811,"teacher_disagreement_score":0.45775697,"about_ca_system_score_codex":0.00094380125,"about_ca_system_score_gemma":0.0011330559,"threshold_uncertainty_score":0.99934196},"labels":[],"label_agreement":null},{"id":"W2497986954","doi":"10.18432/r2vc75","title":"Do You Want to Watch a Movie?: Conceptualizing Video in Qualitative Research as an Imaginative Invitation","year":2016,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of South Carolina; East Carolina University; University of Georgia","keywords":"Representation (politics); Qualitative research; Context (archaeology); Sociology; Ethnography; Epistemology; Media studies; Aesthetics; Social science; Art; History; Politics; Political science","score_opus":0.7773965756907033,"score_gpt":0.7621920533087156,"score_spread":0.015204522381987662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497986954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8107882,0.00009375005,0.004212959,0.15895274,0.00045180583,0.0009947716,0.000057116355,0.000042969317,0.024405671],"genre_scores_gemma":[0.98886377,0.0003073233,0.0034647756,0.00017876565,0.0007724905,0.00038504394,0.0000073129227,0.000048160964,0.0059723677],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9621555,0.026645059,0.00085026014,0.0009025249,0.0072872443,0.0021593948],"domain_scores_gemma":[0.98429626,0.008727963,0.00013319046,0.00037055483,0.0048063435,0.0016656786],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.0870118,0.0002603886,0.00038637198,0.0020875202,0.0020408856,0.00080048514,0.0020511895,0.00017236081,0.002515252],"category_scores_gemma":[0.018386627,0.00020150363,0.00015706774,0.0023594,0.002990775,0.0034195927,0.0004131845,0.0019970573,0.0012410792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012792252,0.0006962108,0.0015638774,0.000010529154,0.00008417577,0.0004204397,0.8304825,0.00002802183,0.020458635,0.11720021,0.006197412,0.02157878],"study_design_scores_gemma":[0.002106676,0.0017365115,0.004007362,0.00063988473,0.000005182775,0.000033415196,0.50348103,0.00021345014,0.002694523,0.4387224,0.045954008,0.0004055202],"about_ca_topic_score_codex":0.000507151,"about_ca_topic_score_gemma":0.0026266123,"teacher_disagreement_score":0.32700142,"about_ca_system_score_codex":0.0026296177,"about_ca_system_score_gemma":0.002170655,"threshold_uncertainty_score":0.99972254},"labels":[],"label_agreement":null},{"id":"W2511165322","doi":"10.1051/pmed/2016025","title":"Les perspectives de résidents concernant les soins aux personnes en situation de pauvreté. Utilisation du photovoix comme dispositif réflexif d’analyse de besoins de formation","year":2016,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Hôpital Charles-Le Moyne; PerkinElmer Biosignal; University of Victoria; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.5572747224296283,"score_gpt":0.5686973130512706,"score_spread":0.011422590621642303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511165322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81093013,0.002957168,0.1651241,0.01858125,0.00016693052,0.00046087633,0.000096421005,0.00014283022,0.0015402838],"genre_scores_gemma":[0.9868558,0.0043261833,0.003887593,0.00029962035,0.0009324713,0.00016460693,0.00001344972,0.000049184306,0.0034710797],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98997897,0.0061670016,0.0005895855,0.00054223277,0.0011127056,0.001609521],"domain_scores_gemma":[0.99522394,0.0028485467,0.0003568379,0.0003500505,0.00038106172,0.00083958416],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0073745153,0.00036287264,0.00043641575,0.00022065648,0.0015368495,0.00022772455,0.00069331494,0.0005007386,0.0012508589],"category_scores_gemma":[0.00890253,0.00032025276,0.00030358776,0.0005135835,0.0019014688,0.0014565007,0.00018303638,0.00047231608,0.00013861018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025305944,0.0009055858,0.16995566,0.00018931754,0.00023184875,0.000067439774,0.5347117,0.00013059794,0.0874205,0.022255437,0.0018440282,0.18203484],"study_design_scores_gemma":[0.0028655233,0.0006889325,0.33004412,0.0011967021,0.0007376489,0.000053640168,0.4299816,0.103237286,0.06662321,0.025713434,0.037538942,0.001318969],"about_ca_topic_score_codex":0.032220043,"about_ca_topic_score_gemma":0.0137626035,"teacher_disagreement_score":0.18071587,"about_ca_system_score_codex":0.005524095,"about_ca_system_score_gemma":0.002876001,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W2514299363","doi":"10.18432/r2z59s","title":"A Book Review of Arts-Based and Contemplative Practices in Research and Teaching: Honoring Presence Edited by Susan Walsh, Barbara Bickel, and Carl Leggo, Published by Routledge, 2015","year":2016,"lang":"en","type":"review","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Contemplation; The arts; Reading (process); Sociology; Environmental ethics; Art; Philosophy; Visual arts; Epistemology","score_opus":0.694672756178411,"score_gpt":0.7106132032295975,"score_spread":0.01594044705118658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514299363","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029242225,0.9673705,0.00012080139,0.022347422,0.00023985075,0.0018500434,0.00028279802,0.000017240593,0.0074789138],"genre_scores_gemma":[0.0006549763,0.9932252,0.0002083546,0.000078076846,0.0004984231,0.00036576984,0.000045806075,0.000054673656,0.0048687137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97490704,0.016451037,0.0015596607,0.001068295,0.0045521013,0.0014618722],"domain_scores_gemma":[0.97843933,0.016975554,0.00089897745,0.00037628284,0.0020887144,0.0012211326],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0658821,0.00045303107,0.0015079317,0.0017042188,0.0013446385,0.0010227407,0.0015120775,0.00036604036,0.00082901167],"category_scores_gemma":[0.021501757,0.00034434564,0.00018808195,0.0008221059,0.004626852,0.0031678686,0.000646918,0.004599286,0.000013853781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054975384,0.0010600036,0.0006806973,0.018500647,0.00058272365,0.0002719435,0.011001936,2.0279428e-7,0.00015822289,0.0028379562,0.8383558,0.1260001],"study_design_scores_gemma":[0.00078834104,0.0005668738,0.00003946618,0.054676622,0.000044188026,0.00004991948,0.0016354878,0.000053043732,0.0000102731365,0.00090434816,0.9409232,0.00030823963],"about_ca_topic_score_codex":0.00038835852,"about_ca_topic_score_gemma":0.00030069466,"teacher_disagreement_score":0.12569188,"about_ca_system_score_codex":0.00074256404,"about_ca_system_score_gemma":0.0028030733,"threshold_uncertainty_score":0.9999555},"labels":[],"label_agreement":null},{"id":"W2517107619","doi":"10.18432/r26p47","title":"Art For? Framing the Conversation on Art and Social Change with Steven Hill","year":2016,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Framing (construction); Conversation; Sociology; Objectivity (philosophy); Visual research; Visual arts; Contemporary art; Aesthetics; Media studies; Psychology; Art; Epistemology; Art history; Performance art; History","score_opus":0.6579790816464092,"score_gpt":0.6255295893769093,"score_spread":0.03244949226949989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517107619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5489423,0.00007310846,0.022380607,0.40609014,0.00076538575,0.0017009556,0.0001183344,0.00005998022,0.019869143],"genre_scores_gemma":[0.989541,0.00016601855,0.0004685916,0.00028586548,0.0017403143,0.00025143576,0.000007564693,0.000024941652,0.0075143017],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99452263,0.0019805601,0.00028525028,0.00030331992,0.002152052,0.00075618754],"domain_scores_gemma":[0.9959051,0.0028661052,0.00010389579,0.00011816479,0.0007023366,0.0003043679],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013862659,0.00013702372,0.00015974944,0.00030354067,0.0022731952,0.00032732647,0.00059931877,0.000094528914,0.0004845864],"category_scores_gemma":[0.0007758784,0.00007764308,0.00009904024,0.00023295353,0.0013039153,0.0008712919,0.00008626786,0.0006055395,0.00017487122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061214752,0.00095299183,0.010644705,0.00007001602,0.0007704606,0.00020879193,0.50591063,0.000015522151,0.008075732,0.24357454,0.058372132,0.16528298],"study_design_scores_gemma":[0.00544054,0.00282487,0.056592815,0.00049028214,0.00004823659,0.00008808461,0.044819638,0.0015541825,0.0009534786,0.067649275,0.8189556,0.0005829723],"about_ca_topic_score_codex":0.000010496561,"about_ca_topic_score_gemma":0.00033898326,"teacher_disagreement_score":0.7605835,"about_ca_system_score_codex":0.00039280744,"about_ca_system_score_gemma":0.00037421274,"threshold_uncertainty_score":0.9990257},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.9168596997342899,"score_gpt":0.7060147559348734,"score_spread":0.21084494379941654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519146971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801558,0.00015724098,0.00018738817,0.00930615,0.00042514625,0.00025495363,0.000010738195,0.0000091187485,0.009493427],"genre_scores_gemma":[0.9956788,0.0033293245,0.00021951506,0.000025263667,0.00013196813,0.00006885659,0.0000012840653,0.000012282718,0.0005327473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.924023,0.07136052,0.0005995858,0.00010808089,0.0030166653,0.00089218473],"domain_scores_gemma":[0.9804338,0.016513107,0.00010766356,0.00037382383,0.0021596013,0.00041199286],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14710689,0.000108550696,0.00023707045,0.0019125328,0.0029437745,0.00023401227,0.0019747608,0.00008074911,0.00025468043],"category_scores_gemma":[0.028376615,0.00008424766,0.000062106046,0.0009988961,0.0015566914,0.0010487904,0.0012635101,0.0076047643,0.00002257625],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015788825,0.004075885,0.09670154,0.00005397591,0.00027813375,0.00026174504,0.719152,0.000039323797,0.012235249,0.0706803,0.0053150337,0.08962793],"study_design_scores_gemma":[0.0029608388,0.0011037017,0.17290746,0.0010307129,0.0000037999268,0.0000092375685,0.6336565,0.000010360754,0.0031577512,0.113714576,0.071223706,0.0002213711],"about_ca_topic_score_codex":0.009863711,"about_ca_topic_score_gemma":0.019357197,"teacher_disagreement_score":0.11873028,"about_ca_system_score_codex":0.001665836,"about_ca_system_score_gemma":0.00063733984,"threshold_uncertainty_score":0.998537},"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":"W2519470474","doi":"10.1016/j.ssmph.2016.09.004","title":"Using photovoice methods to explore older people's perceptions of respect and social inclusion in cities: Opportunities, challenges and solutions","year":2016,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"School for Public Health Research; National Institute for Health and Care Research; McGill University","keywords":"Photovoice; Thematic analysis; Inclusion (mineral); Focus group; Context (archaeology); Perception; Citizen journalism; Photo elicitation; Psychology; Qualitative research; Population; Participatory action research; Sociology; Medical education; Public relations; Gerontology; Social psychology; Medicine; Social science; Geography; Political science; Visual arts","score_opus":0.8720288385938278,"score_gpt":0.6813274810279702,"score_spread":0.1907013575658576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519470474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748355,0.00083840895,0.011594021,0.011756757,0.00008167352,0.0005524981,0.000017421837,0.000037869406,0.00028584],"genre_scores_gemma":[0.9793972,0.0020811185,0.018099751,0.00019432575,0.00009943095,0.00004135666,0.0000030078802,0.00001291701,0.00007090919],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99471253,0.0037363193,0.00038450476,0.000254093,0.00044074064,0.00047183753],"domain_scores_gemma":[0.99868435,0.0006906833,0.00013520516,0.00011468207,0.00010638372,0.0002686858],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007950775,0.00009593228,0.00027080125,0.00035591115,0.0013360347,0.000019115925,0.00009542655,0.00009518747,0.00006685551],"category_scores_gemma":[0.00096288236,0.00008640838,0.00002745804,0.00026025274,0.00023433969,0.00031669895,0.0003537127,0.00010032163,6.605725e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003459711,0.00006105772,0.012755944,0.00012072964,0.000006372329,6.0394854e-7,0.6970876,0.0000031723757,0.002543588,0.036113236,0.000051762836,0.25122133],"study_design_scores_gemma":[0.00048502325,0.00014303777,0.7666593,0.00026971885,0.000008808055,0.0000010801251,0.20814115,0.0003055084,0.000028242092,0.02187764,0.0018713861,0.0002090566],"about_ca_topic_score_codex":0.009958141,"about_ca_topic_score_gemma":0.022388536,"teacher_disagreement_score":0.7539034,"about_ca_system_score_codex":0.0004811366,"about_ca_system_score_gemma":0.0004890932,"threshold_uncertainty_score":0.9999641},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.9499925531101757,"score_gpt":0.7393746885007009,"score_spread":0.21061786460947485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519754422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95524335,0.0002386653,0.008501394,0.012838537,0.00018360012,0.00028867592,0.00004603771,0.0000140564625,0.022645695],"genre_scores_gemma":[0.98413247,0.0017178792,0.013291457,0.00006975962,0.00027828422,0.000029064666,0.000005876269,0.000017784274,0.0004574362],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.892872,0.1023208,0.00056218513,0.00019954046,0.003162079,0.0008834169],"domain_scores_gemma":[0.97700053,0.018773219,0.00015613569,0.00036264252,0.0031990006,0.0005084681],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17264295,0.00013570479,0.00030375313,0.0012918705,0.001809675,0.000380277,0.0019285268,0.00010946255,0.00035058285],"category_scores_gemma":[0.042101156,0.00009858668,0.000087847344,0.00060309225,0.0019416906,0.0007097811,0.0012894871,0.004550104,0.000017043552],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015363995,0.0013186877,0.004455306,0.000016754273,0.00035870733,0.000057832935,0.47541362,0.000008432747,0.018056307,0.014280187,0.00047658826,0.4840212],"study_design_scores_gemma":[0.0024153579,0.0008949486,0.01816605,0.00043080028,0.000014898733,0.0000025464926,0.82602084,0.000050262784,0.004394438,0.13290589,0.014497005,0.00020695548],"about_ca_topic_score_codex":0.007840702,"about_ca_topic_score_gemma":0.0011413982,"teacher_disagreement_score":0.48381424,"about_ca_system_score_codex":0.0008896303,"about_ca_system_score_gemma":0.00079034135,"threshold_uncertainty_score":0.99948984},"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":"W2519889000","doi":"","title":"Introduction: Performance and Pedagogy","year":2016,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Enthusiasm; Coursework; Performative utterance; Pedagogy; Transformative learning; Sociology; Curriculum; Embodied cognition; Ethnography; Performance studies; Performing arts; Autoethnography; The arts; Psychology; Aesthetics; Visual arts; Epistemology; Social psychology; Social science; Art","score_opus":0.522425469228788,"score_gpt":0.6553611145548435,"score_spread":0.1329356453260555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519889000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87934726,0.00003040933,0.0016301244,0.026945136,0.00018128338,0.000067153574,2.4417855e-7,0.00005950033,0.09173891],"genre_scores_gemma":[0.9437894,0.00021865916,0.0010444915,0.000057459412,0.00081481854,0.000008445931,2.4527132e-8,0.0000025708318,0.05406413],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991657,0.0002639635,0.00005387593,0.00011318428,0.00019140988,0.00021183207],"domain_scores_gemma":[0.9995733,0.00016417782,0.00001025669,0.00007948218,0.000047666188,0.00012514595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016685365,0.00002804128,0.000044240354,0.000027086404,0.00020980011,0.000018936016,0.00006580541,0.000024476665,0.0027625535],"category_scores_gemma":[0.000991406,0.000017013792,0.000007596446,0.00008567265,0.00038329687,0.00023824883,0.000028227716,0.000028169527,0.00021384547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021892976,0.00002042004,0.0518567,0.0000057990464,0.0000063946813,9.867321e-7,0.0030402946,8.722182e-8,0.0067427787,0.19793467,0.019351613,0.7210184],"study_design_scores_gemma":[0.000092783324,0.000040423038,0.025449995,0.0000025440995,0.0000012458936,5.012247e-7,0.00049196073,0.000009801478,0.0025698128,0.00067747623,0.97061586,0.000047616126],"about_ca_topic_score_codex":0.00007949159,"about_ca_topic_score_gemma":0.00013611831,"teacher_disagreement_score":0.9512642,"about_ca_system_score_codex":0.000033508808,"about_ca_system_score_gemma":0.00010320704,"threshold_uncertainty_score":0.99814904},"labels":[],"label_agreement":null},{"id":"W2521881585","doi":"10.1080/00393630.2016.1183104","title":"Autoethnography as a new approach in conservation","year":2016,"lang":"en","type":"article","venue":"Studies in Conservation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universiteit van Amsterdam; York University; University of the Arts London","keywords":"Autoethnography; Reflexivity; Process (computing); Sociology; Aesthetics; Visual arts; Art; Psychology; Computer science; Social science","score_opus":0.7979345954858458,"score_gpt":0.6675198492003301,"score_spread":0.13041474628551564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521881585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.939823,0.0005419644,0.0024867568,0.032961152,0.00033459227,0.00072827877,0.0000021251426,0.00009634118,0.023025813],"genre_scores_gemma":[0.9853353,0.0010454544,0.007782228,0.0021334405,0.00017007356,0.00028955124,0.0000021091635,0.000015662632,0.0032262176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969885,0.0014109459,0.00035666404,0.00030576266,0.00050058786,0.00043755848],"domain_scores_gemma":[0.9974296,0.0019619842,0.00010017919,0.00018593708,0.00019513413,0.0001271372],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00560502,0.0001076118,0.00022163078,0.00031853686,0.00020469195,0.000026679832,0.00020079198,0.00010199463,0.000058468675],"category_scores_gemma":[0.018087,0.00008721635,0.000040240084,0.0013818371,0.0008452745,0.00045601313,0.00007580561,0.00012639894,0.00005055938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102178106,0.00011259477,0.82454574,0.000035385816,0.000039543364,0.000008342258,0.04396962,0.0000041411545,0.0009502494,0.08788733,0.01728094,0.025063915],"study_design_scores_gemma":[0.003708773,0.00018082137,0.5650049,0.0006199551,0.000022929746,0.0000010104052,0.051492773,0.00068277103,0.00074301724,0.1731168,0.20376734,0.000658932],"about_ca_topic_score_codex":0.007835363,"about_ca_topic_score_gemma":0.012648975,"teacher_disagreement_score":0.2595409,"about_ca_system_score_codex":0.00037557902,"about_ca_system_score_gemma":0.00082524813,"threshold_uncertainty_score":0.99877155},"labels":[],"label_agreement":null},{"id":"W2524393183","doi":"10.1007/s10823-016-9307-z","title":"Culturally Relevant Physical Activity through Elders in Motion: Physical Activity Programming for Older Aboriginal Adults in the Northwest Territories, Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Gerontology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Health Canada; Nature; Aurora Research Institute","keywords":"Recreation; Colonialism; Culturally appropriate; Gerontology; Psychology; Medicine; Political science","score_opus":0.20766565385356328,"score_gpt":0.5747781491201931,"score_spread":0.3671124952666298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524393183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883039,0.00003392632,0.00039319706,0.010067297,0.00050966017,0.00053617643,0.000023074572,0.000010446151,0.000122337],"genre_scores_gemma":[0.99769044,0.000028911541,0.00052199623,0.000048536214,0.0015361863,0.0000767815,0.0000013509587,0.000009531925,0.000086249085],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961738,0.0013046394,0.00033249997,0.0003090548,0.00095663994,0.00092336594],"domain_scores_gemma":[0.9968896,0.0015875603,0.0004142094,0.0001638761,0.0007591304,0.00018561685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016416872,0.00022601671,0.0005443939,0.00005012761,0.0004067884,0.00019561467,0.0006182435,0.00014340105,0.0000062017975],"category_scores_gemma":[0.0028812843,0.00011602605,0.00019409962,0.0003866865,0.0012315994,0.0021919233,0.00003313413,0.0005809645,7.4238886e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044403076,0.0034401787,0.22527505,0.00014267185,0.00015818524,0.0004634086,0.1307122,0.000051504547,0.011084246,0.012467841,0.0007481325,0.6110163],"study_design_scores_gemma":[0.0040641893,0.0007602241,0.882508,0.00019957172,0.000035260848,0.000054798016,0.008701692,0.00010282724,0.003165951,0.0012601479,0.09870735,0.00044002285],"about_ca_topic_score_codex":0.41098112,"about_ca_topic_score_gemma":0.8930205,"teacher_disagreement_score":0.65723294,"about_ca_system_score_codex":0.0014729206,"about_ca_system_score_gemma":0.0019435359,"threshold_uncertainty_score":0.5929412},"labels":[],"label_agreement":null},{"id":"W2524420931","doi":"10.24095/hpcdp.36.9.01","title":"How perceptions of community environment influence health behaviours: using the Analysis Grid for Environments Linkedto Obesity Framework as a mechanism for exploration","year":2016,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Killam Trusts; University of Alberta; Heart and Stroke Foundation of Canada","keywords":"Photovoice; Psychology; Perception; Overweight; Sociocultural evolution; Social psychology; Gerontology; Obesity; Medicine; Sociology","score_opus":0.3832376131617141,"score_gpt":0.5569301767653964,"score_spread":0.17369256360368224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524420931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.655639,0.00012345919,0.3291403,0.01311144,0.000058787366,0.0017191414,0.00020204097,0.0000052658243,5.523876e-7],"genre_scores_gemma":[0.9970959,0.0006524393,0.0012810414,0.00017918562,0.000042674408,0.0006282621,0.00003550405,0.000007684692,0.000077327364],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99596435,0.0026714446,0.00034061968,0.00018376972,0.0004530165,0.00038681412],"domain_scores_gemma":[0.99868476,0.00031406555,0.00031603544,0.0002463782,0.000044763685,0.00039397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003120767,0.00009306822,0.00020367386,0.0000801676,0.0011308109,0.00002886262,0.00014558926,0.000044339027,0.000050160023],"category_scores_gemma":[0.0004563136,0.00007526503,0.00007873018,0.00018612802,0.00016979784,0.00028696368,0.000041549025,0.00012668443,2.3604781e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000683008,0.008307305,0.2790274,0.0044755475,0.00093798246,0.000002804752,0.062790915,0.0057588643,0.0021627154,0.18253855,0.0007717284,0.45254317],"study_design_scores_gemma":[0.0031087208,0.0019908787,0.79543227,0.0015148587,0.00053049054,3.3949388e-7,0.029940514,0.008048542,0.00027767045,0.15487762,0.003642707,0.00063537096],"about_ca_topic_score_codex":0.37978932,"about_ca_topic_score_gemma":0.7683922,"teacher_disagreement_score":0.51640487,"about_ca_system_score_codex":0.003886006,"about_ca_system_score_gemma":0.004859304,"threshold_uncertainty_score":0.9999379},"labels":[],"label_agreement":null},{"id":"W2525166938","doi":"10.33524/cjar.v17i2.262","title":"CONSCIOUS ENGAGEMENT IN UNDERGRADUATE MALE NURSING STUDENTS: FACILITATING VOICE THROUGH AN ACTION RESEARCH PROJECT","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Action research; Coping (psychology); Narrative; Perspective (graphical); Psychology; Medical education; Pedagogy; Action (physics); Nursing; Medicine; Clinical psychology","score_opus":0.9005763983820808,"score_gpt":0.7484722663766658,"score_spread":0.15210413200541506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525166938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97036195,0.00017433011,0.0005061662,0.019511744,0.00041859833,0.00085329806,0.00000718576,0.000010712076,0.00815601],"genre_scores_gemma":[0.9953026,0.00035739326,0.00046508937,0.000032121447,0.0003903034,0.000041587467,3.5086725e-7,0.000017934253,0.0033925977],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9624181,0.031542007,0.00047340352,0.000273135,0.003751026,0.0015423332],"domain_scores_gemma":[0.9915535,0.005206292,0.00014530524,0.0003248722,0.002020675,0.0007493878],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.085881695,0.00010847886,0.00019604465,0.0013118034,0.0037773685,0.00058872765,0.0011366647,0.00012608111,0.00024866915],"category_scores_gemma":[0.017520323,0.00007360562,0.000063405416,0.0019915593,0.0025504488,0.0015771559,0.000054797438,0.0020137257,0.00008876837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011928704,0.00093221583,0.07067786,0.00011014702,0.0002441066,0.00070091063,0.42889866,0.00016550264,0.042656776,0.031118289,0.03438019,0.38892248],"study_design_scores_gemma":[0.0024241693,0.0021365,0.036170334,0.001399965,0.000023021772,0.00007467905,0.5684945,0.00015855716,0.0052681407,0.054689318,0.3287171,0.00044368056],"about_ca_topic_score_codex":0.19851282,"about_ca_topic_score_gemma":0.6731731,"teacher_disagreement_score":0.4746603,"about_ca_system_score_codex":0.006336153,"about_ca_system_score_gemma":0.012228028,"threshold_uncertainty_score":0.99751955},"labels":[],"label_agreement":null},{"id":"W2525239347","doi":"10.33524/cjar.v17i2.265","title":"Sheri R. Klein (Ed.). (2012). Action research methods: Plain and simple. New York: Palgrave Macmillan.","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Action research; Qualitative research; Action (physics); Simple (philosophy); Sociology; Mathematics education; Media studies; Psychology; Social science; Epistemology; Philosophy; Physics","score_opus":0.8502384790224208,"score_gpt":0.7002568754083671,"score_spread":0.14998160361405366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525239347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.691434,0.013030062,0.017397216,0.22394362,0.003099231,0.0033215114,0.00006454055,0.00009817885,0.047611624],"genre_scores_gemma":[0.9894501,0.0017118254,0.0023396045,0.000075532334,0.0015425417,0.000020136813,5.103252e-7,0.00003559237,0.0048241857],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9705482,0.02408457,0.0004951952,0.00031891005,0.00270652,0.0018466156],"domain_scores_gemma":[0.98610884,0.008256682,0.00018126793,0.00045190906,0.001881866,0.003119463],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0920614,0.00015217056,0.00029580932,0.0013999005,0.003554088,0.00059027615,0.0010655796,0.0002674801,0.0027304813],"category_scores_gemma":[0.022347352,0.0000970274,0.00010735215,0.0015944435,0.0027235956,0.0002768758,0.00010210746,0.0018693586,0.00016310276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004005205,0.0000134556385,0.0025011702,0.000024415662,0.00012233456,0.00009882774,0.008634835,0.000004863676,0.024153644,0.032851208,0.09748827,0.83370644],"study_design_scores_gemma":[0.0007843758,0.0005837438,0.01378594,0.00013833967,0.000017587296,0.000055207736,0.019909618,0.00004196935,0.00789018,0.14678667,0.80977505,0.00023128622],"about_ca_topic_score_codex":0.15358527,"about_ca_topic_score_gemma":0.5047035,"teacher_disagreement_score":0.8334752,"about_ca_system_score_codex":0.0021796885,"about_ca_system_score_gemma":0.012043042,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W2526874410","doi":"10.1080/11038128.2016.1234642","title":"Being visible: PhotoVoice as assessment for children in a school-based psychiatric setting","year":2016,"lang":"en","type":"article","venue":"Scandinavian Journal of Occupational Therapy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Jewish General Hospital; McGill University","keywords":"Photovoice; Photo elicitation; Mental health; Psychological intervention; Participatory action research; Perspective (graphical); Citizen journalism; Narrative; Participatory evaluation; Psychology; Participant observation; Nursing; Medicine; Psychiatry; Sociology","score_opus":0.2803388629921651,"score_gpt":0.6059053082927754,"score_spread":0.32556644530061035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526874410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762199,0.00019812399,0.018877503,0.0029906314,0.00029457483,0.00055420893,0.000019558202,0.00001340045,0.0008320782],"genre_scores_gemma":[0.97449076,0.00012571373,0.024202289,0.00040283732,0.00058533537,0.00004363101,0.0000019958125,0.000017877865,0.00012958536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99672896,0.0010659475,0.00054673385,0.00018776584,0.001003401,0.00046717082],"domain_scores_gemma":[0.9973082,0.0013608714,0.00041369544,0.00011918443,0.00045174893,0.00034630563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071453825,0.00012871921,0.00023907502,0.00051618204,0.0003691745,0.000112928865,0.00039957784,0.00008181389,0.0004336442],"category_scores_gemma":[0.0018850198,0.00009295632,0.00016930186,0.00062924257,0.00015366393,0.00047779016,0.000012003069,0.00021005697,0.000008434531],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010516172,0.00017167939,0.95707,0.000004636139,0.00004768998,0.000004747786,0.00046063634,0.000028610104,0.003166208,0.004066481,0.0004036038,0.0335241],"study_design_scores_gemma":[0.0042469758,0.00070261135,0.97246796,0.00022641318,0.00000976298,0.000004399938,0.00019195736,0.000046325575,0.0013880837,0.017746938,0.002792359,0.00017622064],"about_ca_topic_score_codex":0.000118144664,"about_ca_topic_score_gemma":0.000040313545,"teacher_disagreement_score":0.03334788,"about_ca_system_score_codex":0.00059694337,"about_ca_system_score_gemma":0.0026255846,"threshold_uncertainty_score":0.47481},"labels":[],"label_agreement":null},{"id":"W2527272991","doi":"10.5040/9781350986404.ch-012","title":"Learning and Playing: Re-enacting Feminist Histories","year":2017,"lang":"en","type":"other","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gender studies; History; Sociology","score_opus":0.5880183622395196,"score_gpt":0.6521926960403389,"score_spread":0.06417433380081927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527272991","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007233178,0.000645788,0.00007091646,0.00013732839,0.0003802556,0.00014138733,0.0000017081655,0.00024957556,0.99830073],"genre_scores_gemma":[0.009102374,0.00028331653,0.0026203028,0.00002262363,0.0006364495,0.000015641246,8.950708e-7,0.00012785765,0.98719054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979425,0.0007433911,0.00009723472,0.00029126139,0.00048628813,0.0004393392],"domain_scores_gemma":[0.9987787,0.0005379209,0.00021760474,0.00018899374,0.000028334918,0.00024844814],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002979377,0.0001367682,0.00025402865,0.00011460589,0.0014535451,0.0002524379,0.00028244586,0.00027363602,0.002941581],"category_scores_gemma":[0.00954003,0.00013087376,0.000036310998,0.00005211397,0.00089442293,0.000069452304,0.00013039909,0.0004215444,0.000053861862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015710571,0.000025939782,0.026858486,0.00013403416,0.00008123929,0.000048841932,0.032638665,4.6852428e-8,0.00013041313,0.021123325,0.8759657,0.04297757],"study_design_scores_gemma":[0.000057063575,0.000024959341,0.000031648477,0.000086347034,0.000009220566,2.0040132e-7,0.005654129,0.0000042919733,0.00001299935,0.000056787536,0.9939045,0.00015789458],"about_ca_topic_score_codex":0.0075992737,"about_ca_topic_score_gemma":0.007448426,"teacher_disagreement_score":0.117938735,"about_ca_system_score_codex":0.00015498036,"about_ca_system_score_gemma":0.0003380078,"threshold_uncertainty_score":0.9998464},"labels":[],"label_agreement":null},{"id":"W2530974235","doi":"10.1080/03055698.2016.1237867","title":"De/signing research in education: patchwork(ing) methodologies with theory","year":2016,"lang":"en","type":"article","venue":"Educational Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Embodied cognition; Subjectivity; Epistemology; Sign (mathematics); Humanism; Space (punctuation); Education theory; Agency (philosophy); Actor–network theory; Educational research; Qualitative research; Pedagogy; Higher education; Social science; Computer science; Political science; Philosophy","score_opus":0.9310778477694793,"score_gpt":0.7874199489046196,"score_spread":0.1436578988648597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530974235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77942586,0.018091768,0.0018554684,0.113612905,0.0011693081,0.000896512,0.000004017438,0.000108888475,0.084835276],"genre_scores_gemma":[0.94271296,0.0012664802,0.038962148,0.00021045527,0.0009403185,0.0009493931,5.202016e-7,0.000015061955,0.014942657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9908864,0.0072240275,0.00018492436,0.00029436193,0.0007535474,0.0006567401],"domain_scores_gemma":[0.9752636,0.023634018,0.000054274737,0.00018078144,0.0007210276,0.00014627964],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024538234,0.000093859344,0.00017202827,0.00025549912,0.00083082094,0.00006058752,0.0003212131,0.00005466497,0.000260265],"category_scores_gemma":[0.028231986,0.00005975182,0.000026056488,0.00085858407,0.0017662513,0.00026231207,0.00010947745,0.00020681667,0.00007002623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008047737,0.00017619801,0.14120412,0.000022236034,0.000064230844,0.000001915982,0.0700414,0.0000029556543,0.0003992705,0.6546895,0.007581006,0.12573673],"study_design_scores_gemma":[0.0001487113,0.00007203365,0.0805976,0.0003370707,0.000006525499,9.593639e-7,0.17653279,3.261234e-7,0.0006091794,0.6939438,0.047596846,0.00015414579],"about_ca_topic_score_codex":0.00045162108,"about_ca_topic_score_gemma":0.0007733641,"teacher_disagreement_score":0.1632871,"about_ca_system_score_codex":0.0009855531,"about_ca_system_score_gemma":0.0043348633,"threshold_uncertainty_score":0.97995365},"labels":[],"label_agreement":null},{"id":"W2531755720","doi":"10.17159/2221-4070/2016/v5i2a6","title":"Two years later: preservice teachers' experiences of learning to use participatory visual methods to address the South African AIDS epidemic","year":2016,"lang":"en","type":"article","venue":"Educational Research for Social Change","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Participatory action research; Psychology; Mathematics education; Pedagogy; Sociology; Medical education; Geography; Medicine; Computer science; Anthropology; World Wide Web","score_opus":0.8336763878174761,"score_gpt":0.7169160413064171,"score_spread":0.11676034651105904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531755720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820822,0.00009134614,0.00096906174,0.013851774,0.00038141006,0.0019275888,0.000036539444,0.00003265189,0.00062742346],"genre_scores_gemma":[0.9801613,0.000010023124,0.0064641037,0.00022957417,0.0018687091,0.0074173976,0.00000297066,0.000037234575,0.003808673],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.984965,0.010796317,0.00040166682,0.00052339974,0.0018805279,0.0014330467],"domain_scores_gemma":[0.9798205,0.017971085,0.0001279043,0.0002667519,0.0010545014,0.00075924356],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030075595,0.00015829182,0.0003079156,0.00039332098,0.0015070684,0.00015759945,0.001112873,0.00012478977,0.0006880691],"category_scores_gemma":[0.063316986,0.000116654286,0.00014584359,0.0015620783,0.0011640344,0.00059731276,0.00042118935,0.00037747656,0.00009788532],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018626811,0.00013236562,0.0105568515,0.000014730133,0.000042364813,3.224592e-7,0.9415551,0.0000018230334,0.0037235166,0.012647282,0.0022978906,0.028841518],"study_design_scores_gemma":[0.0005166615,0.00072712725,0.08863727,0.00011225093,0.000024779723,1.4318199e-7,0.6088579,0.000036172158,0.0033534141,0.003683406,0.293648,0.00040284343],"about_ca_topic_score_codex":0.003483451,"about_ca_topic_score_gemma":0.0010943305,"teacher_disagreement_score":0.33269712,"about_ca_system_score_codex":0.00054801547,"about_ca_system_score_gemma":0.0014188545,"threshold_uncertainty_score":0.9997928},"labels":[],"label_agreement":null},{"id":"W2533785893","doi":"10.1177/0034523716664577","title":"Educational research and the sight of inquiry: Visual methodologies before visual methods","year":2016,"lang":"en","type":"article","venue":"Research in Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sight; Relation (database); Literal and figurative language; Visual research; Focus (optics); Educational research; Visual methods; Visual thinking; Visual rhetoric; Psychology; Sociology; Epistemology; Mathematics education; Cognitive science; Computer science; Visual arts; Linguistics; Art","score_opus":0.8833327660122525,"score_gpt":0.8062308331545105,"score_spread":0.07710193285774203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533785893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93996304,0.0019579337,0.0013043074,0.045054987,0.0008438078,0.0015155603,0.0000022474123,0.000020797921,0.009337287],"genre_scores_gemma":[0.96465546,0.0013085086,0.028589135,0.000031978725,0.0009649605,0.0007197656,0.000002736863,0.000023234357,0.0037042121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9387549,0.05648551,0.0005331072,0.00055037875,0.0024283251,0.0012477572],"domain_scores_gemma":[0.9330704,0.0636747,0.00010748899,0.00040479715,0.0024011082,0.00034146104],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14538687,0.00012509438,0.00031595957,0.0012095848,0.00092534284,0.00012077463,0.00071969745,0.00020081195,0.000380976],"category_scores_gemma":[0.10994005,0.00007485056,0.00005106399,0.0033510132,0.010925721,0.00050784386,0.00044295896,0.000741177,0.000046897247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046682137,0.000569643,0.014337253,0.00006119953,0.000024545814,4.3979628e-7,0.036944974,3.5914826e-7,0.014818375,0.49587306,0.0015264732,0.43537685],"study_design_scores_gemma":[0.0011762001,0.0008023402,0.097298354,0.00035577163,0.000008313592,0.0000020075454,0.07700684,0.00009066763,0.015014472,0.7455894,0.062430717,0.00022491638],"about_ca_topic_score_codex":0.0029846446,"about_ca_topic_score_gemma":0.00079488626,"teacher_disagreement_score":0.43515193,"about_ca_system_score_codex":0.00077653344,"about_ca_system_score_gemma":0.0069791772,"threshold_uncertainty_score":0.9986503},"labels":[],"label_agreement":null},{"id":"W2540120108","doi":"10.1177/1609406916674966","title":"Toward a Moderate Autoethnography","year":2016,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":206,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoethnography; Introspection; Variety (cybernetics); Qualitative research; Sociology; Epistemology; Psychology; Representation (politics); Psychoanalysis; Aesthetics; Social science; Art; Computer science; Philosophy; Political science; Politics","score_opus":0.9606958682053751,"score_gpt":0.8121492422337695,"score_spread":0.14854662597160562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540120108","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038456585,0.00026029118,0.9361325,0.016080217,0.0014961294,0.00008838425,0.000013366278,0.000023745632,0.00744881],"genre_scores_gemma":[0.421412,0.00021063455,0.576324,0.00032270316,0.00063657,0.000010586398,2.0887346e-7,0.000014900946,0.0010683908],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9731037,0.024178335,0.00066566136,0.00015944251,0.001545524,0.00034732168],"domain_scores_gemma":[0.98791546,0.008874372,0.00052684435,0.000101469705,0.0022660268,0.0003158062],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.050137203,0.00011481505,0.00028933142,0.000498716,0.00013149067,0.00009529377,0.00086306944,0.00007801712,0.0005328707],"category_scores_gemma":[0.024710827,0.00007470607,0.00027587076,0.0003155662,0.00088337046,0.00073138415,0.00007632943,0.0002207486,0.000025956884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005848935,0.00016286351,0.00038363592,0.000005250279,0.0005943777,0.0000781508,0.2948472,0.0000065079234,0.029090168,0.22498973,0.0013793285,0.44787788],"study_design_scores_gemma":[0.0020438763,0.0004448761,0.0013442604,0.00028259345,0.000045181572,0.000019685182,0.06235633,0.00009138339,0.039825164,0.62522733,0.26794025,0.00037905393],"about_ca_topic_score_codex":0.00009909691,"about_ca_topic_score_gemma":0.0000148279905,"teacher_disagreement_score":0.44749886,"about_ca_system_score_codex":0.00029991328,"about_ca_system_score_gemma":0.00055508164,"threshold_uncertainty_score":0.9835045},"labels":[],"label_agreement":null},{"id":"W2544447834","doi":"10.1057/978-1-137-40523-4_2","title":"Critical Participatory Action Research","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Communicative action; Action research; Solidarity; Public relations; Sociology; Collective action; Social practice; Political science; Social science; Pedagogy; Law; Politics","score_opus":0.684432817477163,"score_gpt":0.6185510899850549,"score_spread":0.06588172749210808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544447834","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005570897,0.0004941463,0.0001707781,0.00046113908,0.0007795482,0.00080152764,0.00007102265,0.00024091029,0.99642384],"genre_scores_gemma":[0.73407054,0.0002432689,0.00021638774,0.00014637325,0.0021990612,0.0001987937,0.0000038189464,0.00013966196,0.2627821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9897504,0.003310719,0.00061891694,0.000964068,0.0032445318,0.0021113586],"domain_scores_gemma":[0.9918563,0.004539223,0.00014326145,0.0009390666,0.0011828133,0.0013393764],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.012606898,0.0004502655,0.0006275196,0.0006167271,0.0015035879,0.00023520236,0.0008775724,0.00096692855,0.003845138],"category_scores_gemma":[0.0067295344,0.00040175088,0.00031077256,0.000062632775,0.00518292,0.000014171153,0.00038284325,0.0014740902,0.0027067615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007063493,0.00000303887,0.00009846639,0.000061215505,0.000062128915,0.0001179643,0.0016761282,3.0115842e-8,0.0006584303,0.94432014,0.0004904165,0.052441414],"study_design_scores_gemma":[0.00016188904,0.00013020245,0.00014643653,0.00022449018,0.000036203794,0.0000018981995,0.00019625109,0.0000040188293,0.0005752377,0.6705995,0.3275208,0.00040306716],"about_ca_topic_score_codex":0.00031749957,"about_ca_topic_score_gemma":0.001282429,"teacher_disagreement_score":0.73364174,"about_ca_system_score_codex":0.0009279417,"about_ca_system_score_gemma":0.0015921196,"threshold_uncertainty_score":0.9998434},"labels":[],"label_agreement":null},{"id":"W2545998436","doi":"10.25071/2292-4736/40243","title":"Shimmers Below the Surface: Emergent Strategy and Movement Building through 2-QTPOC Media","year":2015,"lang":"en","type":"article","venue":"UnderCurrents Journal of Critical Environmental Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Queer; Vision; Politics; Aesthetics; Materiality (auditing); Sociology; Transformative learning; Metaphysics; Gender studies; Media studies; Art; Political science; Epistemology; Anthropology; Law; Philosophy","score_opus":0.6733344673459395,"score_gpt":0.6227594467558236,"score_spread":0.05057502059011587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545998436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678413,0.02177543,0.0011789282,0.0068243574,0.0011629107,0.00020585924,0.000012538184,0.000009284722,0.0009893873],"genre_scores_gemma":[0.9926763,0.0057423413,0.0010498085,0.00023774889,0.00023345884,0.0000043477194,3.3676014e-7,0.000011686379,0.00004392619],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99603134,0.0011029618,0.0004875297,0.0001877313,0.0016300604,0.00056039187],"domain_scores_gemma":[0.99783075,0.0013627614,0.00012257847,0.00010614577,0.00008189158,0.00049587217],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034009442,0.00017121377,0.00032285834,0.00003356896,0.00061308016,0.00007571697,0.00030251243,0.000057632245,0.0001091032],"category_scores_gemma":[0.0033621055,0.000116741816,0.00009215879,0.00011664457,0.002912684,0.00047467343,0.00025377548,0.00038209723,0.000010437008],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008110961,0.005894977,0.10871162,0.00034423964,0.003168416,0.0004829235,0.4266746,0.0028473588,0.013015654,0.32138377,0.020889442,0.09577588],"study_design_scores_gemma":[0.00264338,0.0013621202,0.01725468,0.0002534274,0.0004962929,0.000021148318,0.69742805,0.00027611,0.0034443059,0.22412679,0.051903386,0.0007902971],"about_ca_topic_score_codex":0.00005418511,"about_ca_topic_score_gemma":0.00003429072,"teacher_disagreement_score":0.27075344,"about_ca_system_score_codex":0.00051022647,"about_ca_system_score_gemma":0.00011516246,"threshold_uncertainty_score":0.9998008},"labels":[],"label_agreement":null},{"id":"W2549027392","doi":"10.1177/1477971416672324","title":"Recycling stories: Lessons from community arts-based process and exhibition in Brazil","year":2016,"lang":"en","type":"article","venue":"Journal of Adult and Continuing Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Exhibition; Poverty; The arts; Community education; Sociology; Adult education; Inclusion (mineral); Visibility; Work (physics); Visual arts education; Public relations; Meaning (existential); Community development; Economic growth; Visual arts; Political science; Pedagogy; Social science; Engineering; Psychology; Economics; Geography","score_opus":0.27429885089307343,"score_gpt":0.6023558442376585,"score_spread":0.3280569933445851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549027392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944466,0.00016101617,0.0006696379,0.0041546603,0.00019610295,0.00006763828,0.00000157792,0.000005697488,0.0002970828],"genre_scores_gemma":[0.9986808,0.00015281506,0.00081069104,0.00007747567,0.00021032387,0.0000057933885,4.4219917e-7,0.0000042029683,0.000057495196],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984859,0.00085426605,0.00022914603,0.00006688619,0.00022909709,0.00013469874],"domain_scores_gemma":[0.9981925,0.0009937051,0.00021857933,0.000059562062,0.00041431084,0.00012136268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027757105,0.00004980311,0.00012529692,0.00010684332,0.00018824221,0.00007144805,0.00008413258,0.00005301599,0.000013655168],"category_scores_gemma":[0.0049327295,0.00003813818,0.000018043147,0.00012398261,0.00015484684,0.00044305876,0.000009507293,0.00020215508,4.2756116e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013970268,0.00023274768,0.1805628,0.000028574532,0.0000073216893,0.0000012241869,0.09674158,8.589166e-7,0.018768685,0.0009690296,0.000114775474,0.7024327],"study_design_scores_gemma":[0.0021970288,0.00031002937,0.73865336,0.005117262,0.00004559183,0.000002744105,0.20717388,0.00007853063,0.012988026,0.029876234,0.003264297,0.00029303218],"about_ca_topic_score_codex":0.00088666973,"about_ca_topic_score_gemma":0.0018122859,"teacher_disagreement_score":0.7021397,"about_ca_system_score_codex":0.000099155644,"about_ca_system_score_gemma":0.0003539002,"threshold_uncertainty_score":0.59052944},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.8913469828478611,"score_gpt":0.7286911756237973,"score_spread":0.1626558072240638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551671722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829678,0.0036477116,0.00024856208,0.010929963,0.00019729973,0.0001986146,5.3201745e-7,0.000004103855,0.0018054289],"genre_scores_gemma":[0.9923997,0.00670491,0.00013729667,0.00014446143,0.00028694945,0.0000033117594,1.0172448e-8,0.000009842683,0.0003135335],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97355384,0.024268955,0.00038985678,0.00007312087,0.0011657889,0.00054844335],"domain_scores_gemma":[0.98424745,0.014659425,0.00020103667,0.00028726057,0.00042363093,0.00018117193],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.08326237,0.0000776825,0.00021317438,0.00016903502,0.002159842,0.00018392238,0.00091606897,0.00008332254,0.000054246604],"category_scores_gemma":[0.00833287,0.000030716325,0.000081122635,0.0006051372,0.0032163318,0.00031118022,0.00011601978,0.0011250951,0.0000037006391],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01006781,0.00070629985,0.10426278,0.000018570507,0.00030684934,0.00009863366,0.15361859,0.000012987559,0.101080164,0.10406894,0.0024308169,0.5233275],"study_design_scores_gemma":[0.02044492,0.0015261326,0.22241567,0.0009341751,0.000024310251,0.000080608894,0.14167656,0.00034512897,0.0128751015,0.3583589,0.24077442,0.00054408197],"about_ca_topic_score_codex":0.0014892224,"about_ca_topic_score_gemma":0.00072632026,"teacher_disagreement_score":0.52278346,"about_ca_system_score_codex":0.00023652219,"about_ca_system_score_gemma":0.0005713488,"threshold_uncertainty_score":0.99949634},"labels":[],"label_agreement":null},{"id":"W2552571162","doi":"10.1080/09540253.2016.1247947","title":"Pedagogical possibilities for unruly bodies","year":2016,"lang":"en","type":"article","venue":"Gender and Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Toronto Metropolitan University; Ontario Tech University; University of Guelph","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation","keywords":"Meaning (existential); Neoliberalism (international relations); Sociology; Disability studies; Aesthetics; Vulnerability (computing); The arts; Ableism; Gender studies; Pedagogy; Psychology; Visual arts; Social science; Art","score_opus":0.866688516896232,"score_gpt":0.7095503704445785,"score_spread":0.15713814645165358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552571162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94623286,0.00073325844,0.006465515,0.0029038214,0.0005419188,0.00033450653,0.000006840424,0.000045647117,0.042735614],"genre_scores_gemma":[0.96904206,0.00010079761,0.0015867794,0.00010814009,0.00037281215,0.0001062866,7.35375e-7,0.0000033915046,0.028679002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99928254,0.00019706272,0.0000680193,0.000120182296,0.00012932438,0.00020288683],"domain_scores_gemma":[0.9993086,0.00039873843,0.000015194976,0.00006332213,0.000097697965,0.000116451876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133913,0.000035607318,0.000049319595,0.000030177394,0.00027375363,0.00003797959,0.00005175024,0.000034384102,0.00012740449],"category_scores_gemma":[0.0014658283,0.000023563738,0.000019357132,0.000029353967,0.00020675405,0.00014128425,0.000011828556,0.000018407483,0.000012803736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043495183,0.00012703061,0.025830325,0.000043661323,0.000013726199,7.724428e-8,0.16185878,4.296772e-8,0.0025409746,0.43068218,0.0130360685,0.36582363],"study_design_scores_gemma":[0.00022216183,0.00007976029,0.0889112,0.00001689001,0.000012573619,3.9991934e-7,0.09403042,0.0000030416525,0.0010617699,0.41660252,0.39891243,0.00014682885],"about_ca_topic_score_codex":0.00009539718,"about_ca_topic_score_gemma":0.000053081956,"teacher_disagreement_score":0.38587636,"about_ca_system_score_codex":0.000052320254,"about_ca_system_score_gemma":0.0005162707,"threshold_uncertainty_score":0.21055193},"labels":[],"label_agreement":null},{"id":"W2555057873","doi":"","title":"Designer's Corner/Le Coin du conceptur - Photovoice: Picturing the Health of Aboriginal Women in a Remote Northern Community","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Community health; Geography; Art; Sociology; Medicine; Visual arts; Nursing; Public health","score_opus":0.5526308493035406,"score_gpt":0.6310475302040518,"score_spread":0.07841668090051124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555057873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875173,0.0007120838,0.0002912819,0.007547239,0.00018218662,0.00031133264,0.000006112351,0.0000043470236,0.0034281316],"genre_scores_gemma":[0.9989367,0.00007718385,0.00061929866,0.0000900876,0.00017649822,0.000004075715,3.5499028e-7,0.000016844338,0.000078948964],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98590124,0.010670975,0.0005146116,0.00012369832,0.0012001309,0.0015893229],"domain_scores_gemma":[0.99530333,0.0015297757,0.00022834516,0.00030111833,0.00090525683,0.0017321474],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.044904184,0.000103229046,0.00034039587,0.0006355918,0.0020014113,0.00014199883,0.0011586419,0.00009162284,0.000037510603],"category_scores_gemma":[0.005309374,0.00008727484,0.00006988036,0.0013457355,0.0032221174,0.00023459508,0.000014529681,0.002067033,0.0000043703117],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00034025952,0.0003073311,0.026199901,0.000053589025,0.00004018219,0.0003119564,0.89062715,0.0007279974,0.001971568,0.006831697,0.0009200604,0.071668305],"study_design_scores_gemma":[0.003975896,0.003060607,0.15336886,0.0040341974,0.000010531564,0.000113708906,0.7072069,0.00017681079,0.0019822982,0.10378526,0.02184717,0.0004377278],"about_ca_topic_score_codex":0.45067143,"about_ca_topic_score_gemma":0.5181084,"teacher_disagreement_score":0.18342021,"about_ca_system_score_codex":0.008720706,"about_ca_system_score_gemma":0.038248476,"threshold_uncertainty_score":0.99949056},"labels":[],"label_agreement":null},{"id":"W2557988482","doi":"10.1007/978-3-319-49861-4","title":"Remembering the Body","year":2016,"lang":"en","type":"book","venue":"SpringerBriefs in anthropology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Embodied cognition; The arts; Volume (thermodynamics); Aesthetics; Visual arts; Art; Psychology; Sociology; Computer science; Artificial intelligence; Physics","score_opus":0.3804083158809692,"score_gpt":0.6058089986279116,"score_spread":0.22540068274694242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557988482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040762333,0.0013375188,0.00033273944,0.0062367585,0.002146657,0.00050611177,0.000007939871,0.00010804758,0.9889166],"genre_scores_gemma":[0.013394316,0.003418538,0.00027954383,0.0003734498,0.0023203033,0.00009904336,0.0000018546224,0.00008401912,0.9800289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951161,0.0019538277,0.00045311206,0.00056112383,0.0007001287,0.0012156687],"domain_scores_gemma":[0.99700284,0.001803087,0.0001959231,0.00068935845,0.000104921804,0.00020384128],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060767885,0.00026397183,0.0004976567,0.00022616106,0.00071888126,0.000057857804,0.0011172069,0.0006258365,0.005837137],"category_scores_gemma":[0.0035567533,0.0001883721,0.00014025967,0.00019102826,0.008602304,0.00011118501,0.0004383403,0.00095890067,0.00066679635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036074198,0.00004338464,0.00083363295,0.000045248664,0.00006092386,0.00018493347,0.004830319,7.094376e-7,0.00020002917,0.9364463,0.033262998,0.024055438],"study_design_scores_gemma":[0.00015510083,0.000045004144,0.00027372106,0.00015724539,0.000011561111,0.0000018876294,0.00038944875,0.000004143524,0.00013807049,0.034690704,0.9638974,0.00023571629],"about_ca_topic_score_codex":0.0022237229,"about_ca_topic_score_gemma":0.010087817,"teacher_disagreement_score":0.9306344,"about_ca_system_score_codex":0.0011212467,"about_ca_system_score_gemma":0.002138204,"threshold_uncertainty_score":0.99507165},"labels":[],"label_agreement":null},{"id":"W2561257918","doi":"10.17742/image.nbw.7-1.5","title":"Leaving to Return: A Photographic Case Study in Western Canada","year":2016,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.4328365331161805,"score_gpt":0.6695571618165427,"score_spread":0.2367206287003622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561257918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899557,0.0005010989,0.00012288672,0.007098984,0.00036783324,0.00037664085,0.000009991245,0.000013912709,0.001552925],"genre_scores_gemma":[0.9977293,0.00010004913,0.0010933729,0.00010780949,0.00017049778,0.00003568139,5.870312e-8,0.000010594741,0.000752647],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9966162,0.001018023,0.00063513103,0.00020877081,0.0009802878,0.0005416298],"domain_scores_gemma":[0.98914284,0.00092375925,0.00025639415,0.00015083535,0.009234647,0.0002915469],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041207955,0.00016250215,0.0003762355,0.00032649798,0.00080845895,0.00084116677,0.0003821199,0.00002592494,0.000029077402],"category_scores_gemma":[0.020176506,0.000100831414,0.00008638257,0.00096475694,0.0023747284,0.00583591,0.000140816,0.00025420677,0.0000043984337],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006437108,0.00028756182,0.8800781,0.000018357985,0.0002320111,0.0099147055,0.08362596,0.0000055063265,0.011723663,0.0004942476,0.0019304813,0.0116250375],"study_design_scores_gemma":[0.0050413962,0.0008886241,0.4567001,0.0006281279,0.00015204483,0.0013891626,0.47206113,0.000007635023,0.0044345735,0.003017027,0.054695603,0.0009846193],"about_ca_topic_score_codex":0.16029778,"about_ca_topic_score_gemma":0.8457448,"teacher_disagreement_score":0.68544704,"about_ca_system_score_codex":0.00089862815,"about_ca_system_score_gemma":0.00077171775,"threshold_uncertainty_score":0.988077},"labels":[],"label_agreement":null},{"id":"W2563006133","doi":"10.1057/978-1-137-54305-9","title":"Ethics and Visual Research Methods","year":2016,"lang":"en","type":"book","venue":"Palgrave Macmillan US eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field (mathematics); Visual field; Visual research; Visual methods; Computer science; Visual arts; Artificial intelligence; Computer vision; Data science; Psychology; Art; Mathematics; Neuroscience","score_opus":0.5995206654311234,"score_gpt":0.6596827710226563,"score_spread":0.0601621055915329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563006133","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025819294,0.0016660255,0.0017443573,0.0004694423,0.0004773386,0.0011674335,0.000055090666,0.0001923432,0.9939698],"genre_scores_gemma":[0.07177436,0.002105768,0.012928558,0.0005542406,0.0034843765,0.00035994465,0.000016472739,0.00030121984,0.90847504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9619667,0.030607317,0.00065034797,0.0011952517,0.003409725,0.0021706861],"domain_scores_gemma":[0.9741627,0.022479756,0.0002311688,0.0006637267,0.0011690243,0.0012935993],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.07216444,0.0005178385,0.0008638063,0.00082519674,0.0024608013,0.00034063423,0.00099254,0.0018716826,0.00057230983],"category_scores_gemma":[0.020754779,0.00043913195,0.0002266399,0.00016748892,0.0062374696,0.000008616641,0.000944742,0.0045435764,0.00031937263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077069635,0.0000036654062,0.0001387461,0.00018924948,0.00014390796,0.00009078025,0.014322537,1.5998612e-8,0.0011208518,0.7213841,0.0016671034,0.260862],"study_design_scores_gemma":[0.00022302137,0.000162175,0.00013361854,0.0002569956,0.00003103034,0.0000026262314,0.0004375157,0.000008930488,0.00051952375,0.55016994,0.4476245,0.00043009856],"about_ca_topic_score_codex":0.000802012,"about_ca_topic_score_gemma":0.0012412868,"teacher_disagreement_score":0.44595742,"about_ca_system_score_codex":0.0009265627,"about_ca_system_score_gemma":0.0062862188,"threshold_uncertainty_score":0.99980605},"labels":[],"label_agreement":null},{"id":"W2563375985","doi":"10.1111/cag.12331","title":"Perspectives of water and health using Photovoice with youths living on reserve","year":2016,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Health Canada; Public Health Agency of Canada; University of Saskatchewan","keywords":"Photovoice; Resilience (materials science); Psychological resilience; Environmental planning; Key (lock); Sociology; Business; Political science; Environmental resource management; Geography; Economic growth; Psychology; Social psychology; Environmental science; Computer security; Computer science; Economics","score_opus":0.19751820785043486,"score_gpt":0.43991023036595567,"score_spread":0.2423920225155208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563375985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99228185,0.0011641104,0.00001249827,0.0038046755,0.000119530836,0.00046053532,0.00009653257,0.00005041145,0.002009832],"genre_scores_gemma":[0.99763274,0.0013586455,0.0004333567,0.00019629329,0.000088273795,0.000035422378,0.00000173023,0.000038702845,0.00021484993],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99605346,0.00079443585,0.00031232618,0.0005545174,0.00050993945,0.0017753537],"domain_scores_gemma":[0.99660313,0.0005827017,0.00012363735,0.0004117937,0.00035837176,0.0019203745],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0026166618,0.00027298194,0.0004201428,0.0030546633,0.0013611285,0.00009007935,0.00039312226,0.00012177572,0.00011257452],"category_scores_gemma":[0.0007347422,0.00017967282,0.00011708727,0.002325264,0.0050580828,0.00036866663,0.000052239568,0.00017063713,0.0000016802032],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001270983,0.00008372352,0.7395044,0.00013908643,0.0004008222,0.00008303753,0.19633815,0.000006614114,0.0014851473,0.04874664,0.0007901213,0.012295163],"study_design_scores_gemma":[0.0010896918,0.002089012,0.2990597,0.0020353033,0.00010013184,0.000021517446,0.65191746,0.000015709822,0.0014069392,0.003309972,0.037420176,0.0015343832],"about_ca_topic_score_codex":0.9165807,"about_ca_topic_score_gemma":0.9961754,"teacher_disagreement_score":0.4555793,"about_ca_system_score_codex":0.00035050386,"about_ca_system_score_gemma":0.0009243756,"threshold_uncertainty_score":0.99993896},"labels":[],"label_agreement":null},{"id":"W2564384098","doi":"10.1057/978-1-137-54305-9_16","title":"Exploring the Ethics of the Participant-Produced Archive: The Complexities of Dissemination","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Phone; Space (punctuation); Social media; Sociology; Participatory action research; Identity (music); Digital storytelling; Public relations; Multimedia; Media studies; World Wide Web; Political science; Computer science; Pedagogy; Art; Aesthetics","score_opus":0.6765690807016066,"score_gpt":0.5291314675568666,"score_spread":0.14743761314474002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564384098","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019151429,0.000347388,0.00013488888,0.002567023,0.00068518426,0.0014663584,0.00021773866,0.000046092195,0.9753839],"genre_scores_gemma":[0.98456305,0.00021822323,0.000054456403,0.0000732735,0.0003966878,0.0001321453,0.0000021288663,0.000043718104,0.014516301],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99439836,0.0024302446,0.0006083972,0.00032669172,0.0016813306,0.00055497943],"domain_scores_gemma":[0.99067515,0.007195649,0.0005924702,0.001019719,0.00039784986,0.00011914865],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0073521123,0.0002713921,0.0004462371,0.00008974376,0.000981386,0.000045280944,0.001404562,0.00016129063,0.000108496904],"category_scores_gemma":[0.004461162,0.00012570452,0.00031174388,0.000050634448,0.0051672887,0.000007003859,0.00042933403,0.00084124855,0.000011929672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030796167,0.0000014519953,0.00011875151,0.00006840223,0.00009857482,9.667806e-7,0.048106194,7.7227736e-7,0.0023713259,0.9378872,0.000025922409,0.011289639],"study_design_scores_gemma":[0.00012384553,0.00007127654,0.0037815098,0.00080204476,0.00015886214,8.7900594e-7,0.003656465,0.00001530275,0.014012323,0.9569286,0.02017907,0.00026983887],"about_ca_topic_score_codex":0.00045292787,"about_ca_topic_score_gemma":0.0014300023,"teacher_disagreement_score":0.96541166,"about_ca_system_score_codex":0.00007632967,"about_ca_system_score_gemma":0.0005250664,"threshold_uncertainty_score":0.99754006},"labels":[],"label_agreement":null},{"id":"W2567212813","doi":"10.17742/image.nbw.7-1.14","title":"Poke you in the Heart: What can a photo say, what should it say, and how is that affected by the perspective of the photographer and the audience?","year":2016,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology","score_opus":0.26243592944918237,"score_gpt":0.5810070041780098,"score_spread":0.3185710747288274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567212813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49703494,0.021867229,0.0000173323,0.47900358,0.00020449255,0.0006245636,0.000020605898,0.0000057983857,0.001221457],"genre_scores_gemma":[0.9814332,0.015607817,0.00010921009,0.0019461977,0.00007516333,0.000059661546,8.717821e-8,0.00000810071,0.00076052325],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99565476,0.0023517015,0.0002750516,0.00021679266,0.0010777807,0.00042389042],"domain_scores_gemma":[0.992579,0.0026576738,0.0003679054,0.00023843747,0.0040749344,0.00008208851],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0055648726,0.00019576997,0.00035903233,0.000080888014,0.0017707495,0.0037771873,0.0006916436,0.000044599445,0.000024659612],"category_scores_gemma":[0.00959186,0.00006343757,0.00019194439,0.0007348508,0.026742306,0.008200189,0.00021954614,0.00040885378,5.8302675e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022726442,0.00020445386,0.018690301,0.00003269846,0.000634353,0.000013666067,0.8820986,6.121244e-7,0.037701406,0.015761856,0.033242963,0.011391808],"study_design_scores_gemma":[0.0020433282,0.000120723664,0.07199102,0.0003837356,0.00013959047,0.00005839507,0.8756699,0.000011424672,0.009257383,0.021381138,0.018738706,0.0002046506],"about_ca_topic_score_codex":0.00061110785,"about_ca_topic_score_gemma":0.002067352,"teacher_disagreement_score":0.48439828,"about_ca_system_score_codex":0.0001684147,"about_ca_system_score_gemma":0.00013402956,"threshold_uncertainty_score":0.9995288},"labels":[],"label_agreement":null},{"id":"W2567292221","doi":"10.1111/medu.13205","title":"The challenges of studying visual expertise in medical image diagnosis","year":2016,"lang":"en","type":"article","venue":"Medical Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"MEDLINE; Psychology; Medical education; Medicine; Optometry; Medical physics; Computer science; Political science","score_opus":0.4063950423979204,"score_gpt":0.6606809958001861,"score_spread":0.25428595340226573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567292221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8371488,0.0038463308,0.00039351915,0.15164346,0.0007256208,0.0002894626,3.8013638e-7,0.000027423577,0.0059250304],"genre_scores_gemma":[0.9928667,0.0059239636,0.000089660505,0.00029020038,0.0003233727,0.00037211506,1.3088297e-7,0.000006563445,0.00012728672],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99497455,0.0021319133,0.00030792697,0.00017303272,0.0020488724,0.00036368845],"domain_scores_gemma":[0.99590594,0.003386386,0.00006454854,0.00014594216,0.00012128045,0.00037590248],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010783736,0.000060187693,0.00012991198,0.00006984338,0.00018807396,0.00001642847,0.00042691658,0.00012756453,0.0011176077],"category_scores_gemma":[0.10691385,0.000033527096,0.000033923654,0.00022933634,0.0010506936,0.00014623512,0.00007400812,0.00015010723,0.000032472406],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011661407,0.0005106615,0.012318236,0.0000082837705,0.0000048558873,0.0000027415074,0.011844631,2.826352e-9,0.0000904986,0.014439745,0.0017831568,0.9589855],"study_design_scores_gemma":[0.0031065876,0.00067897665,0.46953598,0.003380811,0.000030591626,0.0000036196336,0.12088781,0.00061208603,0.007069261,0.01913792,0.37479892,0.0007574406],"about_ca_topic_score_codex":0.0008775457,"about_ca_topic_score_gemma":0.0032700486,"teacher_disagreement_score":0.9582281,"about_ca_system_score_codex":0.00018742426,"about_ca_system_score_gemma":0.003296349,"threshold_uncertainty_score":0.9997955},"labels":[],"label_agreement":null},{"id":"W2567794879","doi":"10.11157/anzswj-vol28iss4id294","title":"Using the eye of the camera to bare racism: A photovoice project","year":2016,"lang":"en","type":"article","venue":"Aotearoa New Zealand Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Photovoice; Racism; Sociology; Context (archaeology); Meaning (existential); Narrative; Gender studies; Qualitative research; Prejudice (legal term); Psychology; Social psychology; Social science; Visual arts; History","score_opus":0.41149994394261846,"score_gpt":0.5668056028861305,"score_spread":0.155305658943512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567794879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613167,0.000033762426,0.00026756543,0.03276909,0.0004296119,0.0009896908,0.000013063356,0.0000464094,0.0041340953],"genre_scores_gemma":[0.8914314,0.0000145896265,0.00079995306,0.00056798494,0.0010477676,0.00003922511,2.13361e-7,0.000026949503,0.10607194],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957777,0.0022473081,0.00023342697,0.00023049327,0.000875927,0.0006350961],"domain_scores_gemma":[0.9985049,0.0008083157,0.00008834792,0.00028541015,0.00012756823,0.00018546772],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027873924,0.00012398986,0.00022450514,0.000047512935,0.0013388011,0.00007287565,0.0007110902,0.00012823852,0.00018957611],"category_scores_gemma":[0.0024859728,0.00006106263,0.0001612558,0.001568858,0.0005491545,0.00011340003,0.00018779423,0.00021095749,0.000037284477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005626858,0.00017541624,0.10102139,0.000019774896,0.00021393095,0.000008643933,0.4990612,0.000015059753,0.03282133,0.0056524384,0.23383032,0.12661783],"study_design_scores_gemma":[0.00060125795,0.00006133107,0.05511235,0.00014958905,0.000053304466,3.1110204e-7,0.005272707,0.0000069984494,0.0034045174,0.005479269,0.9295744,0.00028401922],"about_ca_topic_score_codex":0.00817808,"about_ca_topic_score_gemma":0.0007938672,"teacher_disagreement_score":0.69574404,"about_ca_system_score_codex":0.00018252818,"about_ca_system_score_gemma":0.0011049474,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W2572414448","doi":"10.1353/cfc.2014.a953967","title":"Finding Common Ground through Creativity : Exploring Indigenous, settler and Métis values and connection to the land","year":2014,"lang":"en","type":"article","venue":"International Journal of Conflict & Reconciliation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Common ground; Indigenous; Connection (principal bundle); Creativity; Geography; Psychology; Social psychology; Ecology; Mathematics; Geometry; Biology","score_opus":0.5048612584149007,"score_gpt":0.563037664204501,"score_spread":0.05817640578960026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572414448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834096,0.00014737628,0.010761393,0.0037817755,0.00068034,0.00015835385,0.0000055305995,0.000010992601,0.0010446655],"genre_scores_gemma":[0.9977485,0.0004720705,0.00055683433,0.00032260173,0.00074705126,0.0000123468735,0.0000016127648,0.000006629782,0.00013237244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777865,0.00091629697,0.00030283316,0.00011856942,0.0006813378,0.00020229432],"domain_scores_gemma":[0.99776375,0.0013249886,0.00026472716,0.0000662665,0.00045358692,0.00012668305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006182156,0.00007857508,0.00015910486,0.0001189804,0.00038688508,0.0002627544,0.00020737313,0.000050393766,0.000037209145],"category_scores_gemma":[0.0030781957,0.00006249473,0.00003714589,0.00010931797,0.00012356535,0.00085589103,0.000055246794,0.00018736285,0.0000050653766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037927317,0.0000928509,0.417752,0.00002073101,0.0003359016,0.000011070645,0.2800869,0.00040157544,0.0030377302,0.013103836,0.00031030734,0.28446785],"study_design_scores_gemma":[0.00086129893,0.00039853813,0.7570432,0.00013673189,0.000042814532,0.000034091823,0.0058248756,0.000843778,0.001682632,0.008025738,0.22490616,0.00020016472],"about_ca_topic_score_codex":0.001282376,"about_ca_topic_score_gemma":0.0009575678,"teacher_disagreement_score":0.3392912,"about_ca_system_score_codex":0.00022924024,"about_ca_system_score_gemma":0.00011015214,"threshold_uncertainty_score":0.36851102},"labels":[],"label_agreement":null},{"id":"W2576190658","doi":"10.1177/1468794116682823","title":"A sociogram is worth a thousand words: proposing a method for the visual analysis of narrative data","year":2017,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Sherbrooke; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Narrative; Computer science; Visualization; Data science; Narrative network; Data visualization; Qualitative property; Narrative inquiry; Identification (biology); Social network analysis; Graph; Narrative structure; Narrative criticism; Artificial intelligence; World Wide Web; Social media; Theoretical computer science; Machine learning; Linguistics","score_opus":0.9278203283948669,"score_gpt":0.8422690525012019,"score_spread":0.08555127589366507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576190658","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31670374,0.0020958143,0.6204095,0.04040149,0.0002488458,0.007940158,0.0011386058,0.00009852933,0.01096334],"genre_scores_gemma":[0.9369823,0.00019212315,0.05948061,0.00007571125,0.00022915285,0.00062059157,0.000019704134,0.000031544856,0.0023682925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9676682,0.027010271,0.0004971208,0.00075840944,0.0028786242,0.0011873838],"domain_scores_gemma":[0.9557113,0.03984913,0.00039470426,0.0016516213,0.0020903116,0.00030291945],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.13849072,0.00016362658,0.0006038181,0.00061677885,0.0066229603,0.00069164496,0.0030957845,0.00013825858,0.0002457038],"category_scores_gemma":[0.068774104,0.00011401066,0.00028016884,0.0023807066,0.0045088273,0.0006950603,0.0010066715,0.00063573435,0.000008640885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035627457,0.0002200793,0.0018094566,0.000049867143,0.0024792776,0.0000023195703,0.91496754,0.000004638382,0.00070852507,0.020013485,0.0022563997,0.057132166],"study_design_scores_gemma":[0.00057050167,0.00044289333,0.004202643,0.00007184483,0.00045708191,6.773866e-8,0.9157537,0.039508782,0.0011013919,0.014780924,0.022874186,0.00023595899],"about_ca_topic_score_codex":0.0156082,"about_ca_topic_score_gemma":0.008009041,"teacher_disagreement_score":0.62027854,"about_ca_system_score_codex":0.00022086017,"about_ca_system_score_gemma":0.0016248588,"threshold_uncertainty_score":0.99820036},"labels":[],"label_agreement":null},{"id":"W2579409847","doi":"10.1177/1476750316680722","title":"What stories to tell? A trilogy of methods used for knowledge exchange in a community-based participatory research project","year":2017,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Participatory action research; Action research; Trilogy; Context (archaeology); Sociology; Action (physics); Citizen journalism; Indigenous; Traditional knowledge; Public relations; Engineering ethics; Epistemology; Political science; Pedagogy; Computer science; History; Engineering; World Wide Web; Ecology","score_opus":0.9801888055930731,"score_gpt":0.8301023120256168,"score_spread":0.1500864935674563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579409847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769805,0.000614124,0.0032965173,0.004506964,0.0010690343,0.006108096,0.000021852971,0.00007249379,0.0073304037],"genre_scores_gemma":[0.9823267,0.0002791426,0.0077886973,0.00003766011,0.00034930382,0.004662118,0.000004272866,0.00004760202,0.004504542],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9235552,0.07158986,0.00053206144,0.0005094666,0.0018265137,0.0019869206],"domain_scores_gemma":[0.96661687,0.028634831,0.00014022533,0.0014475326,0.0026725135,0.00048802068],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.19772878,0.00015734881,0.00049321965,0.002021149,0.004844339,0.0006520322,0.0018764399,0.00031077216,0.00011007762],"category_scores_gemma":[0.08290031,0.00015718397,0.00012091818,0.0020030788,0.0032030358,0.0010553173,0.000684979,0.0019096561,0.000047113852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044134026,0.0039580516,0.020078376,0.00209373,0.00012512485,0.000016073413,0.5572828,0.000019507454,0.07808623,0.0172203,0.023367358,0.29333904],"study_design_scores_gemma":[0.0016765686,0.0018785212,0.006649209,0.0003325937,0.000009223128,1.8089278e-7,0.12912913,0.0007319429,0.06583782,0.0035444752,0.7899474,0.0002629122],"about_ca_topic_score_codex":0.02855315,"about_ca_topic_score_gemma":0.07053109,"teacher_disagreement_score":0.76658005,"about_ca_system_score_codex":0.001123892,"about_ca_system_score_gemma":0.004398866,"threshold_uncertainty_score":0.9995097},"labels":[],"label_agreement":null},{"id":"W2581613336","doi":"10.1177/1049732316687731","title":"Photovoice and Persons With Physical Disabilities: A Scoping Review of the Literature","year":2017,"lang":"en","type":"review","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Photovoice; Participatory action research; Scope (computer science); Citizen journalism; Qualitative research; Community-based participatory research; Data collection; Physical space; Psychology; Medical education; Medicine; Sociology; Social science; World Wide Web; Computer science; Geography","score_opus":0.9658232971258752,"score_gpt":0.8516255671311111,"score_spread":0.11419772999476407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581613336","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000254711,0.987522,0.0000050720364,0.002475822,0.000047709498,0.0066005844,0.00019341061,0.00001445814,0.00311544],"genre_scores_gemma":[0.000013240767,0.9961288,0.0002688329,0.00010597757,0.00020505035,0.0012841887,0.0000069513007,0.000037608494,0.0019493548],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.90723777,0.08727141,0.00067725894,0.000642918,0.002946141,0.0012245127],"domain_scores_gemma":[0.9637172,0.032783486,0.0006916949,0.0010492753,0.0011019491,0.0006563601],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06993548,0.00029619178,0.0022672378,0.00020023913,0.0026681367,0.0002109697,0.0012070014,0.00017765706,0.00004427659],"category_scores_gemma":[0.072661474,0.00016507668,0.00031934827,0.001542354,0.007526925,0.0002500618,0.00040192483,0.0022336345,0.0000139740405],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008431657,0.00006111696,0.0000017215026,0.5385149,0.00003920798,0.0000012529309,0.26630837,1.5989409e-9,3.23373e-8,0.0050764945,0.0006442728,0.1893442],"study_design_scores_gemma":[0.000051122322,0.00018810862,0.0000010679651,0.5659391,0.000021990569,7.90624e-7,0.023966521,2.7695432e-7,1.5526608e-7,0.00032649096,0.40940303,0.00010132907],"about_ca_topic_score_codex":0.0016929536,"about_ca_topic_score_gemma":0.00086796965,"teacher_disagreement_score":0.40875873,"about_ca_system_score_codex":0.00064940925,"about_ca_system_score_gemma":0.01569852,"threshold_uncertainty_score":0.9986302},"labels":[],"label_agreement":null},{"id":"W2582534699","doi":"","title":"Navigating the Empty Spaces of Care: A Feminist Political Economy Analysis of the Care Experiences and Work Practices of Women Living with Cancer","year":2016,"lang":"en","type":"dissertation","venue":"YorkSpace (York University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Politics; Care work; Gender studies; Women's work; Medicine; Political science; Nursing; Sociology; Engineering","score_opus":0.12639271063863888,"score_gpt":0.49854210765056944,"score_spread":0.37214939701193056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582534699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97435373,0.00085857435,0.000006649682,0.00028210395,0.00007672654,0.00026759505,0.000023435077,0.000009253942,0.024121905],"genre_scores_gemma":[0.9987264,0.00007512635,0.00013416188,0.000008498625,0.00003834818,0.000014624314,0.0000021555697,0.000009759679,0.0009908782],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99724686,0.0012554891,0.0001933965,0.0003008517,0.00052778755,0.00047562862],"domain_scores_gemma":[0.9954969,0.0023553863,0.0012648405,0.0002985693,0.0004047985,0.00017948504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008852499,0.00016178665,0.00050104654,0.00016114723,0.00059529894,0.00006148198,0.0006949348,0.00017110311,0.00007844874],"category_scores_gemma":[0.0012079562,0.0001009519,0.00013736343,0.0020869814,0.0016063728,0.0001898512,0.000109109824,0.00032094945,1.3256803e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011736634,0.000018891016,0.24179012,0.00017187562,0.0005344548,0.0000012821844,0.7462899,0.000010729441,0.000028875946,0.010031171,0.0000047585636,0.0010005645],"study_design_scores_gemma":[0.00008218476,0.000068870446,0.01855559,0.0008747191,0.0005783157,3.8123275e-8,0.97666806,0.000002910153,0.00051911734,0.000013295307,0.0025142047,0.00012270859],"about_ca_topic_score_codex":0.012005363,"about_ca_topic_score_gemma":0.026948651,"teacher_disagreement_score":0.23037814,"about_ca_system_score_codex":0.00050273165,"about_ca_system_score_gemma":0.0015466305,"threshold_uncertainty_score":0.9945738},"labels":[],"label_agreement":null},{"id":"W2582552834","doi":"10.1017/s0144686x16001562","title":"Living with Parkinson's disease – perceptions of invisibility in a photovoice study","year":2017,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Invisibility; Photovoice; Feeling; Perception; Psychology; Social psychology; Sociology","score_opus":0.3049109903307379,"score_gpt":0.5657089567332191,"score_spread":0.2607979664024812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582552834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982587,0.000027782658,0.00009535848,0.00009601811,0.000017909118,0.0002565221,0.0000023319694,0.00001565845,0.0012296905],"genre_scores_gemma":[0.999097,0.00006136603,0.00060960796,0.000024698345,0.000030082118,0.000032172295,1.1828613e-7,0.000004690902,0.00014027028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983973,0.0007257514,0.00010739527,0.000210769,0.0003207624,0.00023805085],"domain_scores_gemma":[0.99894816,0.00044429506,0.0000695436,0.00029901165,0.00005678908,0.000182216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004555347,0.000059030026,0.0001325037,0.00001501868,0.0011206382,0.000107702064,0.00019447083,0.00003304523,0.000026455902],"category_scores_gemma":[0.0019500984,0.000051077157,0.000045870613,0.00008840304,0.0007329523,0.00024295901,0.00011233393,0.00014634404,8.170045e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061582095,0.00018190338,0.8952492,0.000015846346,0.000009964202,0.000006101225,0.10312037,0.000002187559,0.00008965042,0.00006774073,0.000014038675,0.001236857],"study_design_scores_gemma":[0.00017064647,0.00004737104,0.9364327,0.00005130036,0.00001118793,2.223918e-8,0.06257509,0.0003026969,0.0000024369087,0.00012800249,0.000220514,0.000058044545],"about_ca_topic_score_codex":0.008697623,"about_ca_topic_score_gemma":0.007504591,"teacher_disagreement_score":0.04118351,"about_ca_system_score_codex":0.000054128577,"about_ca_system_score_gemma":0.0001766039,"threshold_uncertainty_score":0.9979035},"labels":[],"label_agreement":null},{"id":"W2583778367","doi":"10.33524/cjar.v17i3.286","title":"THROUGH A FEMINIST POSTSTRUCTURALIST LENS: EMBODIED SUBJECTIVITES AND PARTICIPATORY ACTION RESEARCH","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"University of Ottawa","keywords":"Participatory action research; Transformative learning; Embodied cognition; Subjectivity; Action research; Sociology; Action (physics); Citizen journalism; Power (physics); Epistemology; Engineering ethics; Political science; Pedagogy; Engineering; Anthropology; Law","score_opus":0.9240699499972815,"score_gpt":0.713462736607924,"score_spread":0.2106072133893575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583778367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95218706,0.00057038816,0.000037418355,0.03280074,0.0004916783,0.00042204728,0.0000136844865,0.00001407548,0.013462917],"genre_scores_gemma":[0.9964683,0.0004660683,0.000103804785,0.00011109267,0.0007826381,0.000026960508,2.1802336e-7,0.000021720385,0.0020191846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9827323,0.012745531,0.0003929925,0.00026237793,0.0023652003,0.0015015748],"domain_scores_gemma":[0.99088615,0.005468491,0.00015506052,0.00032162303,0.0022221152,0.000946561],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.041723523,0.00012212276,0.00023252296,0.000754771,0.0048833867,0.00058176235,0.0006873088,0.00018107571,0.00055096217],"category_scores_gemma":[0.01889979,0.00007515976,0.000082359125,0.0012288649,0.0057751015,0.0010464739,0.00007156345,0.0014462679,0.000068056856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020593898,0.0001943473,0.12178291,0.00017024614,0.0005264953,0.0006282253,0.16174024,0.000009656101,0.1330866,0.2716034,0.11944483,0.18875365],"study_design_scores_gemma":[0.0009917488,0.0009573444,0.053513978,0.00028537214,0.000028887978,0.00012181383,0.052110422,0.000020081136,0.024020027,0.054863304,0.81276965,0.00031735736],"about_ca_topic_score_codex":0.11045642,"about_ca_topic_score_gemma":0.49313977,"teacher_disagreement_score":0.6933248,"about_ca_system_score_codex":0.0020872026,"about_ca_system_score_gemma":0.007438796,"threshold_uncertainty_score":0.9981881},"labels":[],"label_agreement":null},{"id":"W2586715374","doi":"","title":"15th Qualitative Methods Conference, 3-5 May 2016, Glasgow, United Kingdom","year":2016,"lang":"en","type":"article","venue":"Educational Research for Social Change","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Qualitative research; Indigenous; Sociology; Theme (computing); Presentation (obstetrics); Media studies; Pedagogy; Social science; Medicine; Art","score_opus":0.9747062185841894,"score_gpt":0.8151140640494074,"score_spread":0.15959215453478193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586715374","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23402756,0.0006239844,0.036070004,0.6133777,0.0039998703,0.008878891,0.0012750945,0.00030043317,0.101446465],"genre_scores_gemma":[0.86479694,0.00018454768,0.034924403,0.0005464902,0.009836594,0.0077158604,0.00010486307,0.000092695955,0.08179763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9788399,0.01663165,0.000355862,0.0005423488,0.002031346,0.0015989131],"domain_scores_gemma":[0.96678793,0.029036392,0.0001331384,0.00023781309,0.0031519984,0.00065271556],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.042427707,0.00018434487,0.0003003047,0.0007643408,0.002638602,0.00020627772,0.00083323533,0.00025476146,0.0036421916],"category_scores_gemma":[0.05353262,0.00014748167,0.00016351146,0.0017911766,0.0027269444,0.0006297688,0.0001805076,0.00039139087,0.00038706217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011106322,0.00017716514,0.00021918413,0.000025303543,0.000045448982,3.4044754e-7,0.13462734,7.683655e-9,0.0012987576,0.7928717,0.046314344,0.02430934],"study_design_scores_gemma":[0.00045729917,0.00014291782,0.003026829,0.00005934785,0.000008147155,1.1080753e-7,0.024156772,0.0000085510455,0.0005298823,0.1655065,0.8058841,0.00021953453],"about_ca_topic_score_codex":0.00600583,"about_ca_topic_score_gemma":0.00134104,"teacher_disagreement_score":0.75956976,"about_ca_system_score_codex":0.0011816215,"about_ca_system_score_gemma":0.0044051665,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W2587968547","doi":"10.1057/978-1-137-55585-4_25","title":"Growing Wellbeing Through Community Participatory Arts: The Anishinaabek Cervical Cancer Screening Study (ACCSS)","year":2017,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thunder Bay Regional Research Institute; Lakehead University","funders":"","keywords":"Cervical cancer; Indigenous; Medicine; Underpinning; The arts; Cervical cancer screening; Participatory action research; Citizen journalism; Cancer; Political science; Sociology; Engineering; Civil engineering","score_opus":0.5772663251614457,"score_gpt":0.5541453386390813,"score_spread":0.023120986522364384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587968547","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016881337,0.0013836882,0.00029034828,0.0004898183,0.0008316902,0.0022488567,0.00007868367,0.00026136322,0.97753423],"genre_scores_gemma":[0.9902387,0.0001717605,0.00038508498,0.0005974415,0.0012245841,0.0003987671,0.00000768965,0.000169392,0.0068065627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9894781,0.0047802124,0.0008995818,0.00082145416,0.0023110474,0.0017095635],"domain_scores_gemma":[0.9930936,0.0027879407,0.0007275543,0.0023406998,0.00040074965,0.00064946996],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.012782489,0.00078777503,0.0010973903,0.00012559434,0.008280404,0.0008374531,0.0032106086,0.00057536183,0.000814961],"category_scores_gemma":[0.0019693833,0.0006502937,0.00047007404,0.00004540005,0.0027371382,0.000019234401,0.0014639845,0.0031833786,0.00011031972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012688349,0.000010863776,0.007428392,0.00009365873,0.0007834222,0.00022231137,0.10018337,0.000007841296,0.000103850856,0.8559002,0.000088483794,0.035050668],"study_design_scores_gemma":[0.0010074499,0.0003799838,0.01054877,0.0008501122,0.00065069087,0.0000033165175,0.030788396,0.0000745309,0.00020287208,0.9044157,0.04955369,0.0015244418],"about_ca_topic_score_codex":0.025169369,"about_ca_topic_score_gemma":0.041314058,"teacher_disagreement_score":0.9733574,"about_ca_system_score_codex":0.00046426716,"about_ca_system_score_gemma":0.0008008617,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W2588398143","doi":"10.1057/978-1-137-40523-4_50","title":"Erratum: The Palgrave International Handbook of Action Research","year":2017,"lang":"en","type":"erratum","venue":"Palgrave Macmillan US eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Action (physics); Political science; Physics","score_opus":0.5190756211027445,"score_gpt":0.5898533910142066,"score_spread":0.07077776991146212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588398143","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005079396,0.0016748459,0.00011945928,0.0006300336,0.01902437,0.0011806489,0.00012374966,0.00007851324,0.97666043],"genre_scores_gemma":[0.8177731,0.0030486553,0.00031207016,0.00010921097,0.007154725,0.00038779798,0.00010017148,0.00011493763,0.1709993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870596,0.0057164095,0.0006802405,0.00078334316,0.0043210485,0.0014393553],"domain_scores_gemma":[0.99401796,0.0014943542,0.0007056303,0.0016209696,0.0017017502,0.0004593597],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.015203907,0.00041266714,0.0006676113,0.00061763276,0.002603887,0.00057549024,0.0037262058,0.0009417251,0.00048093885],"category_scores_gemma":[0.008321565,0.00032276064,0.0003958848,0.00018037754,0.0047890753,0.000010236393,0.0007989243,0.0029817256,0.00014839432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042169917,0.000024606383,0.0018675717,0.00034961733,0.00096457294,0.00015386632,0.029994952,0.000001292727,0.0040595103,0.21659139,0.64087087,0.10470005],"study_design_scores_gemma":[0.00035012307,0.00015380542,0.0026761831,0.0006090481,0.00006079845,0.00000346451,0.0020876087,0.00008155283,0.0014445772,0.27814415,0.7139666,0.00042204754],"about_ca_topic_score_codex":0.007609827,"about_ca_topic_score_gemma":0.010904733,"teacher_disagreement_score":0.8172652,"about_ca_system_score_codex":0.000575935,"about_ca_system_score_gemma":0.0029966047,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W2590242749","doi":"","title":"Post-script: Afterword","year":2016,"lang":"en","type":"book-chapter","venue":"Loughborough University Institutional Repository (Loughborough University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compendium; Citizenship; Citizen journalism; Photography; Participatory action research; Identity (music); Gender studies; Visual arts; Sociology; Media studies; History; Art; Political science; Anthropology; Aesthetics; Law; Archaeology","score_opus":0.16999948320878996,"score_gpt":0.39448604398583614,"score_spread":0.22448656077704618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590242749","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010947845,0.00043613475,0.0032071706,0.0015132523,0.0025214644,0.0010324997,0.00081190554,0.00073496014,0.9886478],"genre_scores_gemma":[0.024369434,0.0014060772,0.0014203215,0.00029129896,0.0016455299,0.0000014146617,0.00008511938,0.000114163035,0.97066665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99156314,0.0013327483,0.0006696312,0.0019288358,0.0027505937,0.0017550455],"domain_scores_gemma":[0.9934961,0.0009284451,0.0007623877,0.0013687761,0.0019587723,0.0014855004],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0012354978,0.0011128456,0.001142378,0.001364184,0.005808557,0.00022295439,0.0028288409,0.0017931809,0.0017015552],"category_scores_gemma":[0.0005527899,0.0013234601,0.0010287083,0.000695798,0.0060798107,0.0027547348,0.0010853565,0.0015731498,0.0013357041],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00086472195,0.00015572963,0.000145249,0.00007533482,0.00051082496,0.009075372,0.0020549074,0.000022767881,0.00032910012,0.98011917,0.0029550483,0.0036918044],"study_design_scores_gemma":[0.0014195078,0.00021916234,0.00014894072,0.00057005865,0.00041445176,0.00005776773,0.0016592399,0.000008569792,0.00014367394,0.004631846,0.9892291,0.0014977012],"about_ca_topic_score_codex":0.0016259046,"about_ca_topic_score_gemma":0.0014112559,"teacher_disagreement_score":0.986274,"about_ca_system_score_codex":0.00759974,"about_ca_system_score_gemma":0.007693791,"threshold_uncertainty_score":0.9995027},"labels":[],"label_agreement":null},{"id":"W2591045543","doi":"10.11634/233028791503831","title":"Community Development and Older Men’s Programming: An International Case Study","year":2016,"lang":"en","type":"article","venue":"International Journal of Community Development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"","keywords":"Photovoice; Friendship; Mentorship; Community development; Perspective (graphical); Gerontology; Community organization; Perception; Sociology; Public relations; Psychology; Political science; Social psychology; Medical education; Medicine; Economic growth","score_opus":0.5679902343435929,"score_gpt":0.624324448057776,"score_spread":0.05633421371418312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591045543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939312,0.000017634868,0.0023760365,0.0013547504,0.0005734752,0.00027837447,0.0000023932346,0.000031892123,0.0014342808],"genre_scores_gemma":[0.9832423,0.000020808682,0.016080547,0.00011106549,0.00014505199,0.000034465018,0.0000025489067,0.000015538762,0.00034768114],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99094605,0.0060278606,0.00083596597,0.000103207574,0.0017414866,0.00034540056],"domain_scores_gemma":[0.9960878,0.0010996843,0.00042788408,0.00027675732,0.0016558366,0.000452049],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016999213,0.00017787778,0.00025051707,0.00040791853,0.0015596383,0.00030405898,0.0018319623,0.0000761165,0.0001580124],"category_scores_gemma":[0.0021067767,0.00013591802,0.000049745944,0.00013645041,0.00039453577,0.0010509324,0.0006945701,0.00082951796,0.000010883981],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012095222,0.0027115273,0.063417956,0.00000489655,0.0004969543,0.00060145697,0.3153385,0.0000010480168,0.00019925884,0.0004850841,0.00012564345,0.61649674],"study_design_scores_gemma":[0.0036491507,0.00055143307,0.36679268,0.00025180914,0.000030636467,0.00095306215,0.3952727,0.000006451166,0.002583817,0.00055425655,0.22888024,0.0004737465],"about_ca_topic_score_codex":0.0018894546,"about_ca_topic_score_gemma":0.006361536,"teacher_disagreement_score":0.616023,"about_ca_system_score_codex":0.0010961731,"about_ca_system_score_gemma":0.0012715295,"threshold_uncertainty_score":0.9997402},"labels":[],"label_agreement":null},{"id":"W2591861298","doi":"10.38140/pie.v33i4.1926","title":"Why study power in digital spaces anyway? Considering power and participatory visual methods","year":2015,"lang":"en","type":"article","venue":"Perspectives in Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Visual research; Citizen journalism; Power (physics); Participatory GIS; Relation (database); Participatory action research; Sociology; Work (physics); Field (mathematics); Computer science; Engineering ethics; Visual arts; World Wide Web; Engineering; Art","score_opus":0.4560302341069542,"score_gpt":0.6646192136082676,"score_spread":0.2085889795013134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591861298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98470837,0.0012642775,0.00022939612,0.000825683,0.00040082194,0.0005556259,8.3956974e-7,0.00003775208,0.011977233],"genre_scores_gemma":[0.99684,0.000018780502,0.002706592,0.00007388929,0.00008052002,0.00014785671,3.2305383e-7,0.000014632482,0.0001173783],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99631554,0.0021298337,0.0002478445,0.0004138496,0.00043671584,0.00045619882],"domain_scores_gemma":[0.9984564,0.0007603655,0.0000686198,0.00016388731,0.00022862316,0.0003220665],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0062179225,0.00013058924,0.00022145125,0.0003613326,0.0001263552,0.00025283408,0.00014071916,0.00007173236,0.00007603067],"category_scores_gemma":[0.012737128,0.00013810462,0.000024347586,0.00064627035,0.0005418142,0.0009455672,0.000094891075,0.00024170426,0.000009330812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042836808,0.0015404656,0.4139327,0.0000030223237,0.000011956771,0.0000045597453,0.574437,0.0000062212252,0.00013257885,0.0055747214,0.0001997914,0.0041140867],"study_design_scores_gemma":[0.00033329442,0.00019730293,0.18066783,0.000018646966,0.000004608623,5.953333e-7,0.8083419,0.00005432414,0.00008062399,0.006084024,0.004061899,0.00015491026],"about_ca_topic_score_codex":0.001964713,"about_ca_topic_score_gemma":0.0018776719,"teacher_disagreement_score":0.2339049,"about_ca_system_score_codex":0.0007491526,"about_ca_system_score_gemma":0.0011456462,"threshold_uncertainty_score":0.995579},"labels":[],"label_agreement":null},{"id":"W2592250917","doi":"10.1108/qrj-12-2016-0073","title":"The role of triangulation in sensitive art-based research with children","year":2017,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Triangulation; Originality; Participant observation; Narrative; Popularity; Qualitative research; Meaning (existential); Data collection; Value (mathematics); Diversity (politics); Psychology; Qualitative property; Narrative inquiry; Project commissioning; Sociology; Publishing; Social psychology; Computer science; Social science; Mathematics; Political science","score_opus":0.8792080343485051,"score_gpt":0.7871869005003749,"score_spread":0.09202113384813027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592250917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520703,0.00033299622,0.00064828095,0.0068899393,0.000044784843,0.0009701908,0.000012835543,0.00000856205,0.039022125],"genre_scores_gemma":[0.9973509,0.00012311316,0.0011133878,0.0000053749504,0.00022458399,0.000050233575,0.0000011176396,0.00001543655,0.0011158523],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92793816,0.06470449,0.00045459325,0.00027622163,0.005205538,0.0014209974],"domain_scores_gemma":[0.9743754,0.020529483,0.00028933675,0.00048995815,0.003875189,0.00044058004],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.219151,0.00010144469,0.0002518112,0.00065619644,0.0070615713,0.00080833596,0.001111662,0.00010105837,0.00007213524],"category_scores_gemma":[0.07369845,0.00006658816,0.00007527306,0.0009020139,0.0076671895,0.0005785515,0.00015126036,0.0021309326,0.000043525277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006218177,0.0007531192,0.095989525,0.000023929213,0.0002816611,0.00015821659,0.5157755,0.00009901307,0.009500041,0.23713683,0.0027832072,0.1312808],"study_design_scores_gemma":[0.003043344,0.0018196284,0.27425602,0.00049866893,0.000007925736,0.0000057859274,0.5380621,0.0009445618,0.016149394,0.15119885,0.01373006,0.00028368284],"about_ca_topic_score_codex":0.0029661139,"about_ca_topic_score_gemma":0.0052759987,"teacher_disagreement_score":0.17826648,"about_ca_system_score_codex":0.00060266117,"about_ca_system_score_gemma":0.003414561,"threshold_uncertainty_score":0.9950334},"labels":[],"label_agreement":null},{"id":"W2592541305","doi":"10.1177/1103308816680437","title":"‘This Is the View When I Walk into My House’","year":2017,"lang":"en","type":"article","venue":"Young","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Phenomenology (philosophy); Subjectivity; Sociology; Epistemology; Interview; Lived experience; Visual methods; Everyday life; Politics; Qualitative research; Aesthetics; Social psychology; Psychology; Social science; Psychoanalysis; Cognitive science; Law; Political science; Anthropology","score_opus":0.5938064873725154,"score_gpt":0.6426190615997863,"score_spread":0.04881257422727092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592541305","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25393555,0.0014693658,0.00037593665,0.044068348,0.0013899585,0.00079342566,0.00000504309,0.00028240334,0.69767994],"genre_scores_gemma":[0.97625285,0.0002776048,0.0010180643,0.0007714481,0.0004490387,0.00005793474,1.2902584e-7,0.000021092983,0.021151805],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976554,0.00086165423,0.00013118876,0.00020142061,0.0006913748,0.0004589855],"domain_scores_gemma":[0.99859357,0.00030474743,0.0000926044,0.00071789767,0.00009834546,0.0001928589],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0053455476,0.00008101627,0.00013027988,0.000024444518,0.0030044513,0.0005152598,0.001227536,0.00007405093,0.0018488803],"category_scores_gemma":[0.004430201,0.000056715184,0.000070765236,0.000070664726,0.00090234005,0.00036715454,0.00017923002,0.00020606906,0.0013975481],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029639108,0.00010324383,0.07892808,0.000048771053,0.00009952542,0.000044741548,0.40766594,2.0924819e-7,0.0024133916,0.07054223,0.1756924,0.26443183],"study_design_scores_gemma":[0.000111726236,0.00002379243,0.015858749,0.000027658427,0.00001467936,3.967336e-7,0.0013283627,0.00005068957,0.0011675074,0.014904788,0.9663867,0.00012497912],"about_ca_topic_score_codex":0.014342007,"about_ca_topic_score_gemma":0.0046802256,"teacher_disagreement_score":0.7906943,"about_ca_system_score_codex":0.000117111595,"about_ca_system_score_gemma":0.00026230476,"threshold_uncertainty_score":0.99938},"labels":[],"label_agreement":null},{"id":"W2594609276","doi":"","title":"Photography, building and dwelling: Fiona Tan’s empty house","year":2016,"lang":"en","type":"book-chapter","venue":"Loughborough University Institutional Repository (Loughborough University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compendium; Photography; Citizenship; Citizen journalism; Participatory action research; Identity (music); Visual arts; Sociology; Media studies; Gender studies; History; Art; Political science; Anthropology; Aesthetics; Law; Archaeology","score_opus":0.17515671746407488,"score_gpt":0.3949632780840507,"score_spread":0.2198065606199758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594609276","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007587256,0.00078486063,0.0068815066,0.00064238167,0.0014484967,0.0010498326,0.00036667497,0.00092481193,0.9803142],"genre_scores_gemma":[0.11260893,0.0054402305,0.0043087993,0.00017893764,0.0014747459,0.0000019672416,0.000035427944,0.00017991128,0.87577105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930548,0.0010056822,0.0005757724,0.0018475064,0.0021036968,0.001412552],"domain_scores_gemma":[0.99492496,0.0011539882,0.0006782012,0.0009560046,0.0009748544,0.0013119593],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0012455934,0.0009782632,0.0010184712,0.0013925408,0.00602557,0.00022830085,0.0017617102,0.001470358,0.00039585607],"category_scores_gemma":[0.00035891464,0.00116776,0.00070601713,0.00075071823,0.006288644,0.002109208,0.0009312994,0.0013656279,0.00017334498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050798344,0.00011998466,0.0004423927,0.00008693287,0.0004894023,0.005689439,0.0018703969,0.000049478465,0.00033533512,0.98706573,0.0012426353,0.0021002686],"study_design_scores_gemma":[0.001377401,0.00015269828,0.00018233525,0.0006298674,0.00040435744,0.00007342015,0.0012423262,0.000032669854,0.0002334504,0.008165592,0.9861688,0.0013370996],"about_ca_topic_score_codex":0.0015300979,"about_ca_topic_score_gemma":0.00069564313,"teacher_disagreement_score":0.98492616,"about_ca_system_score_codex":0.003603875,"about_ca_system_score_gemma":0.003915021,"threshold_uncertainty_score":0.99982595},"labels":[],"label_agreement":null},{"id":"W2596068348","doi":"","title":"As a woman, my country is... : On imag(in)ed communities and the heresy of becoming-denizen","year":2016,"lang":"en","type":"book-chapter","venue":"Loughborough University Institutional Repository (Loughborough University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compendium; Citizenship; Citizen journalism; Participatory action research; Photography; Gender studies; Sociology; Media studies; Identity (music); Feminism; Visual arts; History; Political science; Art; Anthropology; Aesthetics; Law; Archaeology","score_opus":0.14612412923033002,"score_gpt":0.3959519391583673,"score_spread":0.24982780992803727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596068348","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021597387,0.0005517232,0.00018803895,0.0015523215,0.00053866033,0.0010120039,0.00026696132,0.0001258099,0.9741671],"genre_scores_gemma":[0.3294533,0.004866077,0.00030198108,0.00056028424,0.00040245865,0.00000241637,0.000026902748,0.00006838861,0.6643182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939435,0.0018757557,0.00058004254,0.0008141839,0.0019134135,0.0008730921],"domain_scores_gemma":[0.9939064,0.0031758356,0.00071171444,0.0010016621,0.000770589,0.00043384504],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0017418411,0.0006790186,0.0010793422,0.00081955775,0.0030931586,0.00011469224,0.0019637118,0.00093183335,0.0004208918],"category_scores_gemma":[0.0004203779,0.00065103394,0.00043620655,0.0005010261,0.010040212,0.0011003197,0.0008842051,0.0013880213,0.00009701992],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002750682,0.00013997951,0.00044876343,0.000095789204,0.00034749595,0.0013527608,0.010325469,0.000023833787,0.000035295645,0.9829111,0.0010794236,0.0004893862],"study_design_scores_gemma":[0.005503091,0.00023568,0.00038374896,0.0012795159,0.00030776387,0.000041024065,0.0145109445,0.00002930841,0.00012412175,0.012585727,0.9641375,0.00086160714],"about_ca_topic_score_codex":0.010916349,"about_ca_topic_score_gemma":0.004296169,"teacher_disagreement_score":0.9703254,"about_ca_system_score_codex":0.0026128783,"about_ca_system_score_gemma":0.0040417938,"threshold_uncertainty_score":0.9995941},"labels":[],"label_agreement":null},{"id":"W2596461184","doi":"","title":"Photovoice and Documenting Change in the Canadian North: Expanding Opportunities and Addressing Changes","year":2015,"lang":"en","type":"article","venue":"Canadian journal of native studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Photo elicitation; Citizen journalism; Maya; Visual arts; Representation (politics); Sociology; Media studies; History; Anthropology; Art; Political science; Computer science; World Wide Web; Archaeology; Law","score_opus":0.940834707111069,"score_gpt":0.666888331696731,"score_spread":0.273946375414338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596461184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96443343,0.017796721,0.0000011334809,0.01208522,0.00020585096,0.00019245295,0.000011027336,0.000002022643,0.005272164],"genre_scores_gemma":[0.99786884,0.0011404922,0.000085101776,0.0005478562,0.00025649823,0.000015784375,2.0375315e-7,0.0000052061764,0.000080044076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99789107,0.001044306,0.00015716393,0.00008809595,0.0003441567,0.0004751948],"domain_scores_gemma":[0.99788,0.00058123854,0.00012479583,0.000041626194,0.00047317488,0.00089916214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063657938,0.00008535655,0.00019890207,0.00053833466,0.0010848641,0.0002038775,0.0001597883,0.000033522923,0.000007904525],"category_scores_gemma":[0.005445492,0.000064663844,0.000014834214,0.00030267626,0.0009830495,0.00040448905,0.000022701188,0.00022608491,2.5911288e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054419584,0.0000029437115,0.1385008,0.00001961625,0.000062091225,0.00041566463,0.8433974,4.8420253e-7,0.0000036304102,0.0018104758,0.0007964447,0.01498501],"study_design_scores_gemma":[0.00038596254,0.00015003308,0.09305377,0.000303813,0.000030876006,0.00002031134,0.79589325,0.000012434209,0.000025862188,0.0012837932,0.10866594,0.00017392813],"about_ca_topic_score_codex":0.6520349,"about_ca_topic_score_gemma":0.9981464,"teacher_disagreement_score":0.3461115,"about_ca_system_score_codex":0.00060941913,"about_ca_system_score_gemma":0.0021964677,"threshold_uncertainty_score":0.8344007},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2598051056","doi":"10.15353/cjds.v6i1.336","title":"Review of DeShazer, Mammographies: The Cultural Discourses of Breast Cancer","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Adornment; Breast cancer; Anxiety; Aesthetics; Gender studies; Function (biology); Sociology; Psychology; Medicine; Art; Cancer; Biology; Psychiatry; Genetics; Internal medicine","score_opus":0.6429487667995606,"score_gpt":0.6734435900879537,"score_spread":0.030494823288393147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598051056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78431475,0.16250919,0.0000017385491,0.051145222,0.0005331986,0.00030071015,0.0001616429,0.0000020995246,0.0010314152],"genre_scores_gemma":[0.9594845,0.040112622,0.0000550484,0.00010649315,0.00016649971,0.000010048202,9.257833e-8,0.0000041403528,0.00006056728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977671,0.0008572661,0.00049026293,0.000098282784,0.00044381234,0.00034330375],"domain_scores_gemma":[0.9967835,0.000558744,0.000644884,0.00036629013,0.0012674925,0.00037912244],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0051776217,0.000094835676,0.00048289527,0.000042173597,0.0010354848,0.00004596771,0.000878859,0.000030976218,0.00012705204],"category_scores_gemma":[0.014688606,0.000054671178,0.00024677016,0.00019910773,0.0119506605,0.00034740556,0.00005095842,0.0001726322,5.1350224e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021744538,0.00005011541,0.9484324,0.001569684,0.00041727265,0.000003939331,0.017734893,0.0000012868485,0.000037640184,0.0024761735,0.013186921,0.01606794],"study_design_scores_gemma":[0.00020272515,0.00009153145,0.8895677,0.0066648195,0.00023549104,0.000004205442,0.07241092,5.360468e-7,0.00011993006,0.0025090014,0.028052833,0.0001403623],"about_ca_topic_score_codex":0.06970106,"about_ca_topic_score_gemma":0.4952958,"teacher_disagreement_score":0.42559475,"about_ca_system_score_codex":0.00027918682,"about_ca_system_score_gemma":0.0014155937,"threshold_uncertainty_score":0.9936111},"labels":[],"label_agreement":null},{"id":"W2598496019","doi":"","title":"Introduction: Home, Land, Homeland and Home/Land","year":2016,"lang":"en","type":"book-chapter","venue":"Loughborough University Institutional Repository (Loughborough University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homeland; Compendium; Citizen journalism; Citizenship; Participatory action research; Photo-essay; Identity (music); Photography; Media studies; Sociology; Gender studies; Visual arts; Political science; Geography; Art; Aesthetics; Anthropology; Law; Archaeology","score_opus":0.10785375118157539,"score_gpt":0.3617547364509768,"score_spread":0.2539009852694014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598496019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008034079,0.00091313105,0.0018713166,0.0025114215,0.0026645714,0.0008734344,0.00050442194,0.00048281014,0.98214483],"genre_scores_gemma":[0.038230255,0.004851969,0.00092684134,0.00008834203,0.004288365,0.000001322969,0.000096589334,0.00008615592,0.95143014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937506,0.0009233493,0.0005156621,0.0017411793,0.0018475098,0.0012217002],"domain_scores_gemma":[0.9956955,0.0007256207,0.00057177886,0.00093506,0.00094201125,0.0011300641],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0011056751,0.0008719448,0.001046702,0.001089553,0.0047702645,0.00023539206,0.0013339097,0.0013201658,0.0009567397],"category_scores_gemma":[0.00026610366,0.0009812379,0.00044976847,0.0006328778,0.0053223735,0.0021236513,0.0008187885,0.0012347542,0.0003668314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009721967,0.00013772023,0.00397418,0.00012595944,0.00060332665,0.004439669,0.0015514996,0.000041983327,0.000059448645,0.97935116,0.005516468,0.0032263978],"study_design_scores_gemma":[0.001987128,0.00019373852,0.0011243172,0.00028503867,0.0003756242,0.00011225482,0.0006884131,0.000011306304,0.000034228495,0.0045042797,0.9894565,0.0012272241],"about_ca_topic_score_codex":0.0010149613,"about_ca_topic_score_gemma":0.0011576483,"teacher_disagreement_score":0.98394,"about_ca_system_score_codex":0.0033480069,"about_ca_system_score_gemma":0.0030821664,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W2599478903","doi":"10.1177/1757975917690496","title":"Everyday ethics of participation: a case study of a CBPR in Nunavik","year":2017,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Makivik Corporation; Université du Québec en Abitibi-Témiscamingue; Université du Québec à Trois-Rivières; Université de Montréal; Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Empowerment; Participatory action research; Community-based participatory research; Sociology; Reflexivity; Context (archaeology); Photovoice; Public relations; Citizen journalism; Political science; Economic growth; Social science","score_opus":0.805785044289463,"score_gpt":0.7587333886508806,"score_spread":0.04705165563858238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599478903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956051,0.000035941343,0.00026990694,0.0015632249,0.00018818381,0.0011140793,0.000011806207,0.000015705014,0.0011960709],"genre_scores_gemma":[0.99944454,0.000020070695,0.00036516532,0.000022954948,0.00004484128,0.00007108822,6.140726e-7,0.0000036519102,0.00002709549],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99324983,0.004747334,0.00053358346,0.0002100214,0.0008164088,0.00044281286],"domain_scores_gemma":[0.99834466,0.00022590368,0.0005044156,0.00038640684,0.00030737356,0.0002312655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014328269,0.00007297561,0.00026919687,0.000053837393,0.0007375406,0.000028752353,0.00026065524,0.00012083967,0.000027056672],"category_scores_gemma":[0.006199221,0.00007464311,0.00003135133,0.00030102028,0.00034642662,0.00028465345,0.000086764885,0.000249074,0.000004841536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010938335,0.0054624104,0.7246463,0.00041233425,0.00002152459,0.00021235934,0.18629946,0.00004063317,0.000037965146,0.010145455,0.00005751526,0.07255471],"study_design_scores_gemma":[0.002334262,0.004773107,0.9367181,0.0003755001,0.000022801087,0.000013500121,0.045218352,0.0010504207,0.00014875505,0.008792509,0.0003497004,0.00020298385],"about_ca_topic_score_codex":0.18489034,"about_ca_topic_score_gemma":0.19134623,"teacher_disagreement_score":0.21207185,"about_ca_system_score_codex":0.0005323312,"about_ca_system_score_gemma":0.0018324435,"threshold_uncertainty_score":0.8234096},"labels":[],"label_agreement":null},{"id":"W2599561947","doi":"10.1177/1471301217699677","title":"‘We have different routes for different reasons’: Exploring the purpose of walks for carers of people with dementia","year":2017,"lang":"en","type":"article","venue":"Dementia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Alzheimer Society Research Program; Alzheimer Society","keywords":"Dementia; Citizenship; Psychology; Perspective (graphical); Neighbourhood (mathematics); Everyday life; Social citizenship; Sociology; Social psychology; Gerontology; Medicine; Disease; Epistemology; Political science; Politics","score_opus":0.5218989493774181,"score_gpt":0.5472728993917566,"score_spread":0.02537395001433851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599561947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985908,0.00034148464,0.0106312,0.0007306186,0.00026318786,0.0016106479,0.00007414317,0.000017128963,0.00042363408],"genre_scores_gemma":[0.99697983,0.00010149201,0.0012887624,0.000009247603,0.00009208265,0.001287757,0.000005096845,0.000021730852,0.00021396988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979109,0.00031824884,0.00031287025,0.00026698012,0.000628026,0.00056296465],"domain_scores_gemma":[0.9978695,0.0007782145,0.0003713634,0.0005719664,0.00025547156,0.00015347742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015673315,0.00015945618,0.00035134124,0.00006036091,0.001061313,0.00012235098,0.00078456127,0.000046640875,0.000052992273],"category_scores_gemma":[0.0011426624,0.00010260096,0.00017298428,0.000053637516,0.0004585358,0.0002315472,0.00017410934,0.00008141919,5.374767e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075101026,0.00056307734,0.85843927,0.00052621984,0.0018493825,0.0000011179592,0.05509137,0.000015617617,0.014540032,0.03376093,0.0011193883,0.033342592],"study_design_scores_gemma":[0.0042273933,0.0013614092,0.6913544,0.00041456564,0.0017289332,2.3566766e-7,0.029947825,0.0010199748,0.24408041,0.0045501553,0.020740965,0.0005737434],"about_ca_topic_score_codex":0.0010007599,"about_ca_topic_score_gemma":0.008957791,"teacher_disagreement_score":0.22954038,"about_ca_system_score_codex":0.00005537321,"about_ca_system_score_gemma":0.00011054509,"threshold_uncertainty_score":0.81628686},"labels":[],"label_agreement":null},{"id":"W2600511112","doi":"10.38140/pie.v33i4.1938","title":"Seeing how it works: A visual essay about critical and transformative research in education","year":2015,"lang":"en","type":"article","venue":"Perspectives in Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photovoice; Transformative learning; Visual research; Participatory action research; Scholarship; Visual thinking; Sociology; Citizen journalism; Photo elicitation; Exhibition; Pedagogy; Psychology; Visual arts; Mathematics education; Computer science; Political science","score_opus":0.6069125410446499,"score_gpt":0.7150442506333003,"score_spread":0.10813170958865048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600511112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192581,0.005651952,0.00055169687,0.02839711,0.0005879777,0.00074045017,0.0000010932123,0.0000279344,0.044783685],"genre_scores_gemma":[0.99628973,0.0005226047,0.0019145557,0.000060848583,0.0004370553,0.00038806308,0.0000017471051,0.000011602392,0.00037380046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99404633,0.0040497086,0.00019339664,0.00035802883,0.00077721756,0.00057534385],"domain_scores_gemma":[0.99720347,0.001534363,0.00003177023,0.00012651346,0.000748932,0.00035492756],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010657351,0.000100751204,0.00015898116,0.00070237985,0.00028400155,0.00030599796,0.00018741956,0.00012577916,0.000031409836],"category_scores_gemma":[0.015701087,0.00010973347,0.000021683501,0.001441249,0.0010482984,0.0014279601,0.000039037557,0.00059212587,0.000014282333],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006027603,0.0010439719,0.01099892,0.000030657462,0.0000037445245,9.830452e-7,0.80236185,0.000003167028,0.0001142313,0.08850032,0.00045708072,0.09642482],"study_design_scores_gemma":[0.00020263922,0.0000790104,0.029366946,0.00028690105,0.0000028664479,8.226395e-7,0.93088526,0.00035913926,0.00009617551,0.03395625,0.0046369745,0.00012699621],"about_ca_topic_score_codex":0.0026584323,"about_ca_topic_score_gemma":0.0028262518,"teacher_disagreement_score":0.12852345,"about_ca_system_score_codex":0.002703179,"about_ca_system_score_gemma":0.007223466,"threshold_uncertainty_score":0.9984047},"labels":[],"label_agreement":null},{"id":"W2602553509","doi":"","title":"Cancer on the Margins: Method and Meaning in Participatory Research","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Citizen journalism; Cancer; Psychology; Sociology; Medicine; Psychotherapist; Political science; Internal medicine; Law","score_opus":0.9585953417595227,"score_gpt":0.7524686545959104,"score_spread":0.20612668716361227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602553509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81931084,0.0025680333,0.00016426588,0.013573556,0.00047503161,0.00057446386,0.000003941661,0.000006620355,0.16332327],"genre_scores_gemma":[0.99812853,0.00019750376,0.0009097993,0.0000804207,0.00028604027,0.000035908553,4.673448e-8,0.000021306363,0.00034044162],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9783893,0.017339503,0.0003587324,0.00023638865,0.001883821,0.0017922048],"domain_scores_gemma":[0.9920777,0.0047291275,0.000073735326,0.00026055516,0.001210454,0.0016484438],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.08885472,0.00009649344,0.00022441526,0.0016223998,0.0017091766,0.00022051985,0.0008349961,0.00013290058,0.0006601983],"category_scores_gemma":[0.017096812,0.00007444426,0.000049230704,0.0018584854,0.0031862806,0.00026220977,0.00003346295,0.0023604073,0.000019070983],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020705313,0.00013480755,0.04002097,0.000015691337,0.000032437816,0.00059318054,0.5089708,0.000019413828,0.0004992689,0.23596962,0.007829798,0.205707],"study_design_scores_gemma":[0.0010312302,0.0014268705,0.19373018,0.004672442,0.000027604467,0.000031355088,0.32747132,0.00087926676,0.0031546268,0.42714763,0.03994258,0.00048488114],"about_ca_topic_score_codex":0.0708922,"about_ca_topic_score_gemma":0.16555014,"teacher_disagreement_score":0.20522211,"about_ca_system_score_codex":0.0024218315,"about_ca_system_score_gemma":0.0066396925,"threshold_uncertainty_score":0.9999412},"labels":[],"label_agreement":null},{"id":"W2604419997","doi":"","title":"Curling and Rural Women's Health in Canada: A National Photovoice Study","year":2017,"lang":"en","type":"article","venue":"Sigma Theta Tau International's 28th International Nursing Research Congress","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Photovoice; Political science; Gender studies; Economic growth; Sociology; Economics","score_opus":0.5093569868906899,"score_gpt":0.6670994332431853,"score_spread":0.15774244635249546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604419997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8984841,0.0001709619,0.000052499643,0.039459683,0.0042295177,0.0011977887,0.00012741335,0.00004518156,0.056232814],"genre_scores_gemma":[0.9941551,0.00021308323,0.00017932073,0.00025438028,0.00065177487,0.00027968138,0.000016602324,0.00003407113,0.00421598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98916644,0.0024337182,0.00068988133,0.00070362975,0.0056405705,0.0013657506],"domain_scores_gemma":[0.9944572,0.0017663714,0.00039781412,0.0004729177,0.0022625262,0.00064320886],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.017774822,0.00024632327,0.0003827828,0.00084389927,0.002194963,0.001402747,0.0028192594,0.00008810529,0.0005147727],"category_scores_gemma":[0.015779419,0.0002622327,0.000058739788,0.00030490084,0.0013858719,0.0012631998,0.00053748704,0.0010101668,0.000019873545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0016112275,0.0030156358,0.55742306,0.00005030581,0.00072623446,0.00036277538,0.090051256,0.0004308871,0.00083326077,0.12331202,0.016797688,0.20538566],"study_design_scores_gemma":[0.006602549,0.0005076024,0.6394677,0.0018740315,0.000011197654,0.000024976072,0.16021614,0.015818523,0.00026706344,0.08171676,0.09236948,0.0011239739],"about_ca_topic_score_codex":0.66897595,"about_ca_topic_score_gemma":0.7402662,"teacher_disagreement_score":0.20426168,"about_ca_system_score_codex":0.013364776,"about_ca_system_score_gemma":0.0081660105,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W2606100353","doi":"10.1111/1467-9566.12563","title":"Dream homes and dead ends in the city: a photo essay experiment","year":2017,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC","keywords":"Precarity; Embodied cognition; Ethnography; Sociology; Situated; Poverty; Lived experience; Mental health; Dream; Memory work; Social worlds; Aesthetics; Gender studies; Psychology; Social science; Epistemology; Political science; Psychoanalysis; Art; Anthropology","score_opus":0.5154071125228346,"score_gpt":0.6518312573367393,"score_spread":0.13642414481390475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606100353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97965556,0.0021079965,0.000055406417,0.013377391,0.00022751646,0.00039528968,0.000004485697,0.00001290594,0.0041634315],"genre_scores_gemma":[0.9984313,0.00041333245,0.00016505743,0.0006352549,0.000072767136,0.00015303462,8.369654e-7,0.000005738584,0.00012264871],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99379855,0.00471567,0.00028843823,0.00023329617,0.0003300539,0.0006339698],"domain_scores_gemma":[0.99814004,0.0010754217,0.00024384534,0.00035952943,0.0000495625,0.00013158032],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.015542805,0.000090683345,0.00035553527,0.000058930338,0.0021626367,0.000030779538,0.0005976513,0.00014870957,0.00006703525],"category_scores_gemma":[0.001963086,0.0000676413,0.000041639025,0.000053902633,0.0049083964,0.00011919565,0.00012285782,0.0002654763,0.0000033649487],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005033255,0.00019909417,0.18792489,0.00007498049,0.000023984761,0.000008955758,0.6909,2.709983e-7,0.00026949617,0.0626685,0.00039954454,0.057479892],"study_design_scores_gemma":[0.0010777168,0.0004084223,0.6595553,0.000071318485,0.000007774899,0.0000017051776,0.26418266,0.00001778531,0.0011038518,0.03692574,0.036387723,0.00025999613],"about_ca_topic_score_codex":0.012073439,"about_ca_topic_score_gemma":0.0019950964,"teacher_disagreement_score":0.47163042,"about_ca_system_score_codex":0.00015114497,"about_ca_system_score_gemma":0.0009235708,"threshold_uncertainty_score":0.9991364},"labels":[],"label_agreement":null},{"id":"W2606444917","doi":"10.18432/r2ks6f","title":"Concrete Research Poetry: A Visual Representation of Metaphor","year":2017,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metaphor; Poetry; Representation (politics); Mental image; Psychology; Sociology; Cognitive science; Art; Linguistics; Literature; Philosophy; Cognition; Political science","score_opus":0.8296180366618598,"score_gpt":0.7560505057989998,"score_spread":0.07356753086286005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606444917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8315391,0.00017699772,0.0008528443,0.021660525,0.0010600154,0.0006481312,0.000035668007,0.00003098234,0.14399576],"genre_scores_gemma":[0.9870321,0.00071053405,0.001834228,0.000018761022,0.0013970621,0.00008573749,0.000008128404,0.000033925327,0.008879521],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98129594,0.008072561,0.0008112861,0.0005502899,0.0077459738,0.0015239497],"domain_scores_gemma":[0.99015665,0.0032893461,0.00033839635,0.0006501925,0.004624504,0.0009409149],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.050016247,0.00017944492,0.00040612684,0.0013416219,0.0070462874,0.0013539409,0.003342125,0.00019028928,0.0025345902],"category_scores_gemma":[0.01645624,0.00016809066,0.00031598198,0.0008019769,0.005348186,0.0021507114,0.0006911407,0.0023161212,0.00031672782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076175528,0.0017546637,0.07334105,0.00016770064,0.0022506276,0.0025272008,0.2947491,0.000093985815,0.20810539,0.27661446,0.07478022,0.057998035],"study_design_scores_gemma":[0.008473433,0.0044255704,0.20764925,0.0011754544,0.0001112253,0.0002670705,0.17254739,0.00728177,0.046127044,0.28563353,0.26496035,0.0013479168],"about_ca_topic_score_codex":0.0005519796,"about_ca_topic_score_gemma":0.0005907234,"teacher_disagreement_score":0.19018012,"about_ca_system_score_codex":0.0005527242,"about_ca_system_score_gemma":0.0018027266,"threshold_uncertainty_score":0.9999856},"labels":[],"label_agreement":null},{"id":"W2606617953","doi":"10.17269/cjph.108.5660","title":"More than words: Using visual graphics for community-based health research","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Library science; Graphics; Indigenous; Sociology; Visual methods; Humanities; Computer science; Art; Visual arts","score_opus":0.9396696924018267,"score_gpt":0.7420494063692922,"score_spread":0.19762028603253456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606617953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7812996,0.0008125345,0.018128414,0.19703178,0.0009271974,0.0010176378,0.00009817989,0.00001708895,0.00066759036],"genre_scores_gemma":[0.9907014,0.000069167894,0.0051637404,0.0032880309,0.0006331737,0.000012117537,0.0000054599486,0.000032123287,0.000094830735],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.97835135,0.016626393,0.00071296684,0.00017177143,0.0013529045,0.0027846252],"domain_scores_gemma":[0.9858744,0.0020640332,0.0008096538,0.0005904914,0.0019511989,0.008710217],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.15813275,0.00013156088,0.00047199364,0.0013629679,0.016821193,0.0011448413,0.0018531649,0.00014775463,0.000038407074],"category_scores_gemma":[0.032346714,0.00013314257,0.00016295325,0.0006990833,0.002518853,0.0007367638,0.000050020863,0.0018442312,0.0000024222863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119433826,0.00067323126,0.3081863,0.0011589965,0.0002283151,0.00012306398,0.23709285,0.000052987354,0.00004286717,0.13861473,0.03512233,0.2785849],"study_design_scores_gemma":[0.001472582,0.0021006684,0.056441963,0.0006054425,0.0000068328886,0.000009976216,0.06637548,0.0017751532,0.000014778419,0.0059051355,0.86497104,0.00032094461],"about_ca_topic_score_codex":0.5159924,"about_ca_topic_score_gemma":0.7540181,"teacher_disagreement_score":0.8298487,"about_ca_system_score_codex":0.0035375226,"about_ca_system_score_gemma":0.14970557,"threshold_uncertainty_score":0.99989206},"labels":[],"label_agreement":null},{"id":"W2608393766","doi":"10.1002/ace.20229","title":"<i>Crossin’ the Bridge</i>: A Participatory Approach to Filmmaking","year":2017,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Filmmaking; Citizen journalism; Bridge (graph theory); Sociology; Pedagogy; Psychology; Political science; Visual arts; Art; Medicine","score_opus":0.41681108632003194,"score_gpt":0.5912568476611221,"score_spread":0.17444576134109013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608393766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9076491,0.00033863916,0.011621076,0.007417106,0.0017708213,0.0013276633,0.000006554507,0.00012198941,0.069747075],"genre_scores_gemma":[0.9804554,0.000031825126,0.003935541,0.00032694364,0.00090593693,0.0006463021,0.0000015636185,0.000012007461,0.01368449],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988844,0.00021746104,0.00013546471,0.00023114454,0.00019400672,0.00033753156],"domain_scores_gemma":[0.9987344,0.0002589312,0.00010120975,0.00031831497,0.00033633359,0.00025076966],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015740704,0.00007902845,0.00010281567,0.000052656465,0.0033521573,0.0008079466,0.00027065186,0.000052926818,0.0000087118515],"category_scores_gemma":[0.0074327625,0.00006717489,0.000051957682,0.00013132254,0.00027562038,0.00030281994,0.000043419703,0.00010287361,0.0000068950594],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022232667,0.000099813195,0.0077154287,0.000010642459,0.000012038845,4.0382194e-8,0.044552684,0.0000014915436,0.00042031298,0.021126997,0.017873023,0.9081653],"study_design_scores_gemma":[0.0003172371,0.000046626697,0.26695684,0.0001225149,0.000058530695,0.0000010992658,0.014082889,0.0003288739,0.00065300864,0.0024429485,0.7147668,0.00022260383],"about_ca_topic_score_codex":0.0043403073,"about_ca_topic_score_gemma":0.0017028265,"teacher_disagreement_score":0.9079427,"about_ca_system_score_codex":0.00006238948,"about_ca_system_score_gemma":0.000382377,"threshold_uncertainty_score":0.99794537},"labels":[],"label_agreement":null},{"id":"W2609153341","doi":"10.1016/j.lisr.2017.03.003","title":"Information world mapping: A participatory arts-based elicitation method for information behavior interviews","year":2017,"lang":"en","type":"article","venue":"Library & Information Science Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Information behavior; Context (archaeology); Citizen journalism; The arts; Information literacy; Mind map; Photo elicitation; Sociology; Psychology; Computer science; Data science; Knowledge management; World Wide Web; Human–computer interaction; Mathematics education; Visual arts; Geography","score_opus":0.81936184952906,"score_gpt":0.7113782514068586,"score_spread":0.10798359812220137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609153341","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13239107,0.0000379183,0.45296746,0.01957723,0.0018866935,0.010416667,0.00025314873,0.0007836594,0.38168615],"genre_scores_gemma":[0.8977658,0.00006376886,0.09452188,0.0022523084,0.00029829025,0.004242439,0.00021278394,0.000021328997,0.00062138005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914484,0.0012984051,0.0012857295,0.0002285625,0.004097184,0.0016417364],"domain_scores_gemma":[0.9936632,0.0014695188,0.0008197227,0.0010566933,0.0021656281,0.0008252408],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.04155367,0.00021846556,0.00029805524,0.0039129285,0.007316325,0.007942528,0.0026910044,0.0001641755,0.00034493257],"category_scores_gemma":[0.020326784,0.00021152732,0.00015610915,0.0032360738,0.002541915,0.12710844,0.0005451729,0.0005853488,0.0009074593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020037977,0.00009197498,0.0072678453,0.00023928564,0.000012061193,5.9207923e-7,0.06896315,0.00013104606,0.00039856602,0.1989128,0.0078028706,0.71597946],"study_design_scores_gemma":[0.00070370146,0.00013980984,0.02853006,0.000091820664,0.000008108647,3.948845e-7,0.012862608,0.035101816,0.005062591,0.0016827997,0.91553503,0.0002812292],"about_ca_topic_score_codex":0.000526936,"about_ca_topic_score_gemma":0.00009442674,"teacher_disagreement_score":0.9077322,"about_ca_system_score_codex":0.00046623108,"about_ca_system_score_gemma":0.0041716797,"threshold_uncertainty_score":0.9998705},"labels":[],"label_agreement":null},{"id":"W2610235217","doi":"10.1177/1476750317699461","title":"Communicative space and the emancipatory interests of action research","year":2017,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Communicative action; Conversation; Action research; Action (physics); Space (punctuation); Sociology; Epistemology; Critical theory; Pedagogy; Social science; Linguistics; Communication; Philosophy","score_opus":0.9796126767725759,"score_gpt":0.8433513986904022,"score_spread":0.1362612780821737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610235217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89836943,0.00031901532,0.00007915609,0.014672651,0.00017853273,0.0008653611,0.000002702209,0.00002496168,0.08548819],"genre_scores_gemma":[0.99268985,0.002084388,0.00016169959,0.000012447851,0.00018398905,0.00018230481,4.5123608e-7,0.000013111358,0.0046717636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9740391,0.02223706,0.00023159132,0.00029618494,0.0024072737,0.00078881724],"domain_scores_gemma":[0.98764557,0.008913175,0.00015738377,0.0013631752,0.001650841,0.00026985246],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07574665,0.000081004204,0.00021062185,0.00034081537,0.0066428916,0.00042175045,0.0015479033,0.0001451553,0.00019954769],"category_scores_gemma":[0.037854116,0.00006112166,0.000056739565,0.00046592564,0.014416547,0.00065376656,0.0010933935,0.0017433577,0.00008428852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026688408,0.0004123475,0.030510765,0.00018057399,0.00016857794,0.000012382311,0.09630825,0.0000021413598,0.030313116,0.65977067,0.013938098,0.16571422],"study_design_scores_gemma":[0.0033899308,0.0006406569,0.2926446,0.00034508927,0.000022250666,0.0000031147163,0.21952273,0.001255549,0.05394299,0.10299058,0.32488403,0.000358479],"about_ca_topic_score_codex":0.023696253,"about_ca_topic_score_gemma":0.008880047,"teacher_disagreement_score":0.5567801,"about_ca_system_score_codex":0.00033655716,"about_ca_system_score_gemma":0.0006707792,"threshold_uncertainty_score":0.9946503},"labels":[],"label_agreement":null},{"id":"W2612276183","doi":"","title":"Audience Response to Photovoice as a Mental Illness Antistigma Intervention","year":2016,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Mental illness; Intervention (counseling); Psychology; Audience response; Mental health; Internet privacy; Social psychology; Psychiatry; Computer science","score_opus":0.2702981661045488,"score_gpt":0.5147907972697677,"score_spread":0.2444926311652189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612276183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89386874,0.000054359898,0.004586216,0.0019739266,0.00046499033,0.00041797606,0.000033640958,0.00015445781,0.09844571],"genre_scores_gemma":[0.9375574,0.00000371734,0.00009315532,0.0000069584503,0.000059219845,0.00000674156,9.557663e-7,0.000013390301,0.062258456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942579,0.0040297215,0.0001794928,0.00042920696,0.00042108432,0.0006825571],"domain_scores_gemma":[0.9971566,0.0013941408,0.00007042048,0.0003849135,0.00030281083,0.000691101],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003197803,0.00016045985,0.00021776048,0.0005803333,0.0012020766,0.00006587545,0.00091598864,0.000110920206,0.00061017997],"category_scores_gemma":[0.004033947,0.00015091436,0.00013532842,0.0016111655,0.0007905274,0.00055442826,0.00049191643,0.00014766712,0.0015391174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008366401,0.002255409,0.08352904,0.00007161233,0.00018810903,0.0006972827,0.113408566,0.0000012568792,0.21621294,0.22334328,0.02326671,0.3286594],"study_design_scores_gemma":[0.00087944715,0.00027044036,0.0300314,0.0002143328,0.000016088024,0.0000020418317,0.0027407666,0.000004398396,0.0061732493,0.00026030102,0.95913357,0.00027397642],"about_ca_topic_score_codex":0.000703282,"about_ca_topic_score_gemma":0.13585386,"teacher_disagreement_score":0.93586683,"about_ca_system_score_codex":0.0010707785,"about_ca_system_score_gemma":0.0005138069,"threshold_uncertainty_score":0.9992383},"labels":[],"label_agreement":null},{"id":"W2613339219","doi":"","title":"Assimilation, Dissimilation: An inclusive, participant based installation to express Toronto's collective memory","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Mainstream; Immigration; Insider; Gateway (web page); Media studies; Citizen journalism; Sociology; Collective memory; Gender studies; Public relations; Political science; Computer science; World Wide Web; Law; Pedagogy","score_opus":0.4692267310105571,"score_gpt":0.5650002497945967,"score_spread":0.09577351878403961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613339219","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20298652,0.00003938455,0.00048772272,0.00033771183,0.00046467924,0.0036376743,0.0000582503,0.00014738354,0.7918407],"genre_scores_gemma":[0.48205438,0.00006464433,0.0016560081,0.00004368342,0.00028333056,0.000022086937,0.00031176215,0.00007007034,0.51549405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9817406,0.011592039,0.00047371106,0.0015317287,0.0031115136,0.0015504293],"domain_scores_gemma":[0.99120116,0.0011363212,0.00044472885,0.0011141767,0.0040213927,0.0020822326],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0051428154,0.00051403,0.00076459843,0.0012009229,0.008365539,0.0010754712,0.0034440984,0.00094994536,0.00015138765],"category_scores_gemma":[0.0013747532,0.00066419283,0.00022061542,0.002790096,0.0008287279,0.0049936,0.000634,0.0012002424,0.0000826295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0038151622,0.0007739412,0.0017131732,0.000119738965,0.00030404268,0.00047054634,0.069084816,0.0009288748,0.006458071,0.90936726,0.004135544,0.0028288376],"study_design_scores_gemma":[0.0032901485,0.0015080696,0.056027684,0.00071708235,0.00040173976,0.0000013688569,0.28584096,0.0042791367,0.0065333946,0.0004464864,0.63883275,0.0021211887],"about_ca_topic_score_codex":0.045448884,"about_ca_topic_score_gemma":0.08766553,"teacher_disagreement_score":0.90892076,"about_ca_system_score_codex":0.009859726,"about_ca_system_score_gemma":0.012009962,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W2614631541","doi":"","title":"Draw-Write-Narrate method brings forward diverse student voices in research on gender violence in Kenyan primary schools","year":2017,"lang":"en","type":"article","venue":"2017 Conference of the Canadian Society for the Study of Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Credibility; Kenya; Presentation (obstetrics); Reflexivity; The arts; Meaning (existential); Narrative; Qualitative research; Power (physics); Pedagogy; Psychology; Medical education; Sociology; Medicine; Social science; Political science","score_opus":0.7187633788148339,"score_gpt":0.6589104408477464,"score_spread":0.05985293796708746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614631541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891228,0.00006790577,0.000026623497,0.0030700841,0.00041185023,0.0024426659,0.000020156485,0.0000035104279,0.004834412],"genre_scores_gemma":[0.9980927,0.00010263117,0.0006028267,0.00009123358,0.00008775465,0.00033149557,0.0000010069942,0.000009790713,0.0006805251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99614364,0.001513418,0.00032878335,0.00033946187,0.0010433255,0.0006313772],"domain_scores_gemma":[0.9967308,0.0010168654,0.00032802936,0.000935471,0.00075161085,0.00023722443],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0171968,0.00012215186,0.00026613774,0.00015630964,0.0024821572,0.0002709989,0.0025870935,0.00011313901,0.00002365452],"category_scores_gemma":[0.0037466302,0.00009281846,0.00015451541,0.00032646442,0.0009255446,0.00033043514,0.00024351882,0.0005504229,0.0000038512676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093103416,0.0010312264,0.6452249,0.00010413665,0.00015352045,6.954877e-7,0.2998119,0.000093941424,0.00058458716,0.013592308,0.0032245542,0.03608508],"study_design_scores_gemma":[0.00039286035,0.00010203707,0.7667653,0.00018159967,0.000019295154,4.6115833e-8,0.2266663,0.00011547671,0.00013850878,0.004703102,0.0008231017,0.00009240153],"about_ca_topic_score_codex":0.61021715,"about_ca_topic_score_gemma":0.8029924,"teacher_disagreement_score":0.1927752,"about_ca_system_score_codex":0.0011471992,"about_ca_system_score_gemma":0.006976283,"threshold_uncertainty_score":0.9988165},"labels":[],"label_agreement":null},{"id":"W2616849942","doi":"","title":"Health Awareness Drama by the Mavumbo Youth Group, Mongu Western Zambia, the Trickle Out Project","year":2012,"lang":"en","type":"other","venue":"Research Portal (Queen's University Belfast)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Drama; Psychology; Political science; Sociology; Art; Visual arts","score_opus":0.3350979498767303,"score_gpt":0.5339151516932724,"score_spread":0.1988172018165421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616849942","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068083056,0.0015844565,0.0010824536,0.02089968,0.0011942476,0.009477652,0.002072099,0.0008507968,0.9560303],"genre_scores_gemma":[0.06492726,0.0018006336,0.00009758191,0.00013378526,0.0010217237,0.000037619862,0.00015842284,0.00030977157,0.9315132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97577167,0.015245576,0.00039160947,0.0009548751,0.004506207,0.0031300941],"domain_scores_gemma":[0.9952781,0.0014139798,0.00044473566,0.0013534045,0.00039933133,0.0011104106],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01639032,0.0004939651,0.0007689225,0.00081828976,0.0037534516,0.00039684496,0.0034612927,0.00063901924,0.001598406],"category_scores_gemma":[0.0011957316,0.0003650293,0.00032680057,0.0021260092,0.003620708,0.00043258374,0.0012384369,0.0025540045,0.00043618097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013073653,0.0005218835,0.0156022655,0.00016507653,0.00031342165,0.00014283,0.028914215,4.2996794e-7,0.000003752867,0.008138352,0.9382286,0.007838442],"study_design_scores_gemma":[0.00047557623,0.00020388089,0.0016912536,0.0001560323,0.000049029557,9.830203e-7,0.044687804,0.0000032930625,0.0000064313813,0.000059266742,0.952277,0.00038943405],"about_ca_topic_score_codex":0.32370454,"about_ca_topic_score_gemma":0.037817694,"teacher_disagreement_score":0.28588682,"about_ca_system_score_codex":0.0010120232,"about_ca_system_score_gemma":0.004600888,"threshold_uncertainty_score":0.9998802},"labels":[],"label_agreement":null},{"id":"W2619157961","doi":"10.29173/cais657","title":"Forester or Bushman? Experience as an Information Source in an Ontario Logging and Tourist Community","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Tourism; Photovoice; Ethnography; Information source (mathematics); Sociology; Experiential learning; Library science; Logging; Forester; Geography; Humanities; Art; Archaeology; Pedagogy; Forestry; Visual arts; Anthropology","score_opus":0.2394723761052398,"score_gpt":0.4544499757453693,"score_spread":0.21497759964012947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619157961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923084,0.00006511023,0.000033955934,0.0014572646,0.0001385326,0.0007086493,0.000022506441,0.000026674312,0.005238934],"genre_scores_gemma":[0.99677736,0.0000592061,0.00078190095,0.00035084668,0.00006537747,0.00009769451,0.0000027563444,0.000016346386,0.001848511],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968511,0.0005800217,0.00072803337,0.0002615485,0.0007812267,0.0007980737],"domain_scores_gemma":[0.97900736,0.00052252354,0.0007588638,0.00030280734,0.018902175,0.00050626503],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0035639363,0.00029796627,0.00051615544,0.00021066549,0.0005546627,0.004489415,0.0020102214,0.0002812417,0.00026339316],"category_scores_gemma":[0.023984611,0.00024287327,0.00007655365,0.00051204284,0.0025487198,0.052558187,0.0008315524,0.0008800989,0.000009156397],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001493497,0.00022128045,0.3919343,0.0002180804,0.00001601081,5.453471e-7,0.5845757,0.0000039496545,0.0010671584,0.0038895889,0.00015539717,0.017768623],"study_design_scores_gemma":[0.0007219217,0.0014012287,0.7071796,0.00062738627,0.0000422859,0.000014911019,0.22309673,0.0019534358,0.004482646,0.009277228,0.050735638,0.0004669963],"about_ca_topic_score_codex":0.22813201,"about_ca_topic_score_gemma":0.05219969,"teacher_disagreement_score":0.36147898,"about_ca_system_score_codex":0.00030405022,"about_ca_system_score_gemma":0.0009207759,"threshold_uncertainty_score":0.996544},"labels":[],"label_agreement":null},{"id":"W2620525869","doi":"10.1080/09650792.2017.1329093","title":"Writing together for academic publication as a youth-adult PAR team: moving from distance and distaste towards transformative engagement","year":2017,"lang":"en","type":"article","venue":"Educational Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformative learning; Participatory action research; Agency (philosophy); Narrative; Action research; Collaborative writing; Sociology; Pedagogy; Democracy; Citizen journalism; Public relations; Psychology; Political science; Social science; Law","score_opus":0.7661180371418524,"score_gpt":0.7011208285943592,"score_spread":0.06499720854749325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620525869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90808827,0.00014103414,0.007249134,0.049920645,0.00028988035,0.0014058553,0.00023175542,0.00004033264,0.03263307],"genre_scores_gemma":[0.99289596,0.00022228809,0.0019428866,0.00010394057,0.00088802556,0.0009157978,0.000067205,0.000015562924,0.0029483289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99584925,0.0015862319,0.00028792146,0.00038013727,0.0013116689,0.0005848124],"domain_scores_gemma":[0.99590015,0.00196723,0.00015556428,0.00028109355,0.0013610972,0.00033487484],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010792424,0.00010249872,0.00012960902,0.0001574292,0.0048781093,0.0007406019,0.0005413865,0.00011833069,0.00040377455],"category_scores_gemma":[0.021718921,0.000103325714,0.00004715416,0.00019140026,0.00081345014,0.0014199046,0.000094149334,0.000688695,0.000048644702],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005108437,0.0004618273,0.047812544,0.00016918311,0.00014532637,5.9023637e-7,0.304288,0.0000066804923,0.0058274055,0.32746753,0.010751833,0.30255827],"study_design_scores_gemma":[0.0014669771,0.000219144,0.26506874,0.00031738152,0.000043200944,8.4956974e-7,0.31915915,0.0028409355,0.010056232,0.14464702,0.25554267,0.0006377079],"about_ca_topic_score_codex":0.0057643424,"about_ca_topic_score_gemma":0.00068497914,"teacher_disagreement_score":0.30192056,"about_ca_system_score_codex":0.0005245457,"about_ca_system_score_gemma":0.0013345627,"threshold_uncertainty_score":0.9964174},"labels":[],"label_agreement":null},{"id":"W2624252497","doi":"10.1177/1077801217708058","title":"Viewing Gendered Violence in Guatemala Through Photovoice","year":2017,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"University of Karachi","keywords":"Photovoice; Poison control; Injury prevention; Suicide prevention; Human factors and ergonomics; Occupational safety and health; Medical emergency; Computer security; Medicine; Computer science; Art","score_opus":0.5031705355123984,"score_gpt":0.5910801916846448,"score_spread":0.08790965617224633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624252497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699702,0.00024792188,0.00026636219,0.00028939263,0.00030545576,0.0005070053,0.000006487596,0.00009489977,0.028312262],"genre_scores_gemma":[0.9933076,0.003918968,0.0015149945,0.0004605678,0.0001891021,0.00032221584,9.546527e-7,0.000023842067,0.00026176346],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950989,0.0012957922,0.0004282729,0.0006170744,0.00095690385,0.001603044],"domain_scores_gemma":[0.9978176,0.0003903734,0.00026272723,0.0009954709,0.00013463461,0.0003992122],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007157691,0.00022252437,0.00039069235,0.00011905322,0.0016598703,0.00038409678,0.0018231072,0.00016669698,0.00017690305],"category_scores_gemma":[0.0054202303,0.00022464282,0.00007657199,0.00035278682,0.0010656199,0.0014228811,0.000372116,0.00041204158,0.00029115114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016726005,0.00047181017,0.23400304,0.00017414856,0.0000641103,0.00038281071,0.21543252,0.00010409316,0.023470553,0.0086160265,0.00015313996,0.5169605],"study_design_scores_gemma":[0.005156892,0.00055822375,0.5671502,0.010140833,0.00003363574,0.000003882243,0.09016554,0.004378635,0.029370014,0.14966598,0.13968052,0.0036956486],"about_ca_topic_score_codex":0.0039026327,"about_ca_topic_score_gemma":0.00052457536,"teacher_disagreement_score":0.51326483,"about_ca_system_score_codex":0.00074202736,"about_ca_system_score_gemma":0.0006227247,"threshold_uncertainty_score":0.9996398},"labels":[],"label_agreement":null},{"id":"W2624575133","doi":"10.7189/jogh.07.010413","title":"Initiating a participatory action research process in the Agincourt health and socio–demographic surveillance site","year":2017,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"Wellcome Trust; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Economic and Social Research Council; Umeå Universitet; Medical Research Council; Department for International Development","keywords":"Participatory action research; Context (archaeology); Medicine; Overcrowding; Accountability; Poverty; Public relations; Staffing; Citizen journalism; Nursing; Economic growth; Environmental health; Political science; Geography","score_opus":0.8016594353173114,"score_gpt":0.7594822364966135,"score_spread":0.042177198820697925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624575133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95875704,0.002144747,0.00007595526,0.037526954,0.00021338573,0.00033718225,0.0000070377555,0.000008308547,0.0009293959],"genre_scores_gemma":[0.9964606,0.0019684576,0.00023969209,0.0009054423,0.00040215216,0.000011665775,2.5519108e-7,0.0000061617707,0.000005538783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9853478,0.010843215,0.0006523606,0.00019586,0.001885158,0.0010755784],"domain_scores_gemma":[0.99671996,0.0009124916,0.0009093586,0.00025595722,0.00050626084,0.00069598627],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.077349454,0.00009567129,0.00035234727,0.00012483785,0.0031885626,0.0003330918,0.00064830965,0.00007904351,0.0000054253583],"category_scores_gemma":[0.007922101,0.00007245554,0.00006059174,0.0005504598,0.00094224955,0.0006230074,0.00007111129,0.00091992255,0.0000031060267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105782514,0.00013331462,0.92964023,0.00012753157,0.000011628795,0.000023580335,0.034339387,0.0000043032614,0.0000037827963,0.003151395,0.0011178984,0.03134116],"study_design_scores_gemma":[0.00049797364,0.0006284708,0.95130986,0.00022825155,0.0000016952139,0.000013392631,0.033832397,0.000116184834,0.0000011332482,0.009443316,0.0038510778,0.000076235636],"about_ca_topic_score_codex":0.0054461905,"about_ca_topic_score_gemma":0.026566748,"teacher_disagreement_score":0.069427356,"about_ca_system_score_codex":0.0011824969,"about_ca_system_score_gemma":0.0074712243,"threshold_uncertainty_score":0.9981555},"labels":[],"label_agreement":null},{"id":"W2734255825","doi":"10.1075/idj.23.1.07thu","title":"Subjectivity in personal storytelling with visualization","year":2017,"lang":"en","type":"article","venue":"Information Design Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Storytelling; Subjectivity; Narrative; Craft; Visualization; Perspective (graphical); Computer science; Personal narrative; Eyewear; Visual arts; Art; Artificial intelligence; Epistemology","score_opus":0.5642061086102927,"score_gpt":0.6011388773214901,"score_spread":0.03693276871119733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734255825","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28102085,0.000014547796,0.71133614,0.00034519876,0.00016607333,0.00020514394,6.7794207e-7,0.000021984091,0.0068893717],"genre_scores_gemma":[0.9954282,0.000036010108,0.0042783557,0.000050822535,0.00012781547,0.000008448771,3.9424646e-7,0.000003981086,0.00006599289],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99775285,0.00094271486,0.000218748,0.000052421437,0.0007315069,0.00030173757],"domain_scores_gemma":[0.9989257,0.00020965573,0.00031682092,0.0000959652,0.00027352723,0.0001783615],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009003026,0.00006312419,0.00009485484,0.0002079015,0.0016069195,0.0008938981,0.0002658632,0.00005804831,0.00013713592],"category_scores_gemma":[0.0029293715,0.00005498395,0.00002393153,0.00012432774,0.00023154372,0.0054908656,0.000016830987,0.00026563127,0.000040738225],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00101135,0.00017887262,0.2302473,0.00004003387,0.00005879342,0.00006795477,0.5156285,0.0051796637,0.00050808204,0.014031817,0.0011097555,0.23193784],"study_design_scores_gemma":[0.005902792,0.001057985,0.6839694,0.0005549213,0.00004087372,0.00011086086,0.058865223,0.16943307,0.004513549,0.0085843215,0.06578157,0.0011854355],"about_ca_topic_score_codex":0.00019702452,"about_ca_topic_score_gemma":0.00020173886,"teacher_disagreement_score":0.7144073,"about_ca_system_score_codex":0.00029888854,"about_ca_system_score_gemma":0.0007890269,"threshold_uncertainty_score":0.99969286},"labels":[],"label_agreement":null},{"id":"W2736468518","doi":"10.36510/learnland.v10i2.811","title":"Picturing (as) Resistance: Studying Resistance and Well-Being of Indigenous Girls and Young Women in Addressing Sexual Violence","year":2017,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Indigenous; Resistance (ecology); Sexual violence; Gender studies; Citizen journalism; Relation (database); Sociology; Participatory action research; The arts; Psychology; Developmental psychology; Criminology; Political science; Anthropology; Law","score_opus":0.1420086387012471,"score_gpt":0.48403737026588906,"score_spread":0.342028731564642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736468518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863758,0.0011446372,0.000028965356,0.00006519863,0.000060582355,0.00019724171,5.6496833e-7,0.000038054393,0.012088938],"genre_scores_gemma":[0.99702424,0.00044086136,0.00053312734,0.00000921048,0.00008282839,0.000029273884,3.455073e-7,0.00001684607,0.0018632753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970982,0.00094923226,0.00027536857,0.00038091,0.00052444666,0.00077184086],"domain_scores_gemma":[0.9986237,0.00058459054,0.0002753021,0.00023655055,0.0000665154,0.00021329908],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0057172896,0.00013762427,0.00032825783,0.00014683616,0.002005791,0.00037594643,0.00034718812,0.000101508565,0.000021631275],"category_scores_gemma":[0.0047378098,0.00013923993,0.000016358104,0.0001365228,0.000431786,0.0004557545,0.0002216629,0.0004299868,0.000002152345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099951445,0.000018328883,0.81987137,0.00015799023,0.000014179249,0.00003585175,0.17097391,0.000020754858,0.0013492657,0.00033477196,0.0000022338475,0.0071214135],"study_design_scores_gemma":[0.0008392626,0.000099629215,0.92845976,0.0013084238,0.000012995522,0.0000013842839,0.0633383,0.00012438437,0.0009879398,0.0028091273,0.0016937463,0.00032501842],"about_ca_topic_score_codex":0.0013433464,"about_ca_topic_score_gemma":0.008807771,"teacher_disagreement_score":0.108588435,"about_ca_system_score_codex":0.000118341224,"about_ca_system_score_gemma":0.00015937512,"threshold_uncertainty_score":0.99929345},"labels":[],"label_agreement":null},{"id":"W2736959450","doi":"10.36510/learnland.v10i2.804","title":"Strengths and Challenges of Arts-Based Programming for Individuals With Alzheimer’s and Related Dementias","year":2017,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bricolage; The arts; Dementia; Psychology; Multimodality; Cognitive science; Sociology; Visual arts; Computer science; Disease; Medicine; Art; World Wide Web","score_opus":0.3577497313803005,"score_gpt":0.5532331453225383,"score_spread":0.19548341394223784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736959450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904497,0.0049610697,0.00014533795,0.00168982,0.000027719545,0.00041463747,0.0000028463935,0.000052168045,0.0022566665],"genre_scores_gemma":[0.99154544,0.00043821536,0.007855766,0.000004285596,0.000030075069,0.00005380045,0.0000016890815,0.000011835035,0.00005886797],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874,0.00033536754,0.00012958459,0.00020801456,0.00028091847,0.00030607573],"domain_scores_gemma":[0.99822384,0.0012296877,0.00020649449,0.0001296609,0.000082660845,0.00012765019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028073343,0.00008503186,0.00018011981,0.000059101283,0.0009513573,0.00015385734,0.00014510922,0.00007515253,0.000017493823],"category_scores_gemma":[0.0041887546,0.00006932833,0.00002193903,0.000038132122,0.00037496546,0.000166195,0.000051137722,0.00013097705,5.7713476e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007986226,0.00006139004,0.47635034,0.000118844364,0.00028138547,0.0000037746527,0.014298051,0.00003961287,0.00011630299,0.009435303,0.000009707479,0.4992054],"study_design_scores_gemma":[0.006271178,0.0027565928,0.46590155,0.0007246791,0.0007332659,0.0000027887365,0.02301641,0.004609665,0.0038402944,0.0021116112,0.4892179,0.0008140495],"about_ca_topic_score_codex":0.000113867245,"about_ca_topic_score_gemma":0.0005093655,"teacher_disagreement_score":0.49839136,"about_ca_system_score_codex":0.000005280587,"about_ca_system_score_gemma":0.00008428437,"threshold_uncertainty_score":0.7317167},"labels":[],"label_agreement":null},{"id":"W2737680143","doi":"10.1332/174426417x15006249072134","title":"An arts-based knowledge translation (ABKT) planning framework for researchers","year":2017,"lang":"en","type":"article","venue":"Evidence & Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"The arts; Process (computing); Computer science; Knowledge translation; Foundation (evidence); Knowledge management; Sociology; Multimedia; Visual arts; Political science; Art","score_opus":0.9589286428902545,"score_gpt":0.8088823300842717,"score_spread":0.1500463128059828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737680143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5732006,0.0026561583,0.34686577,0.046133146,0.0007427873,0.0029313208,0.000029093628,0.00043262617,0.027008498],"genre_scores_gemma":[0.97000235,0.000040579405,0.02741294,0.00019517004,0.0017443283,0.00021077628,0.0000012640752,0.000024359957,0.00036821052],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960901,0.0015206567,0.00022041726,0.00037658206,0.00072135223,0.0010708744],"domain_scores_gemma":[0.99272615,0.0054185716,0.00013987343,0.00077609706,0.00029005462,0.0006492736],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012610671,0.00012840012,0.00019237149,0.00021839903,0.0032076593,0.00071274355,0.0012447294,0.00020051314,0.000085920496],"category_scores_gemma":[0.080170974,0.00013173377,0.0001057675,0.000292655,0.0010135036,0.0014654896,0.000045842313,0.00035856196,0.000069232665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006590579,0.00029882486,0.051031273,0.00019538503,0.0000386132,0.00001462069,0.14260443,0.00027751148,0.008411543,0.37680823,0.0012357958,0.41842473],"study_design_scores_gemma":[0.0018867289,0.0020142163,0.22472514,0.004145412,0.000081632046,6.6387884e-7,0.013749864,0.031565405,0.022038583,0.3421536,0.35596558,0.0016731538],"about_ca_topic_score_codex":0.00264078,"about_ca_topic_score_gemma":0.0009106213,"teacher_disagreement_score":0.41675156,"about_ca_system_score_codex":0.00032450818,"about_ca_system_score_gemma":0.0025927927,"threshold_uncertainty_score":0.99809},"labels":[],"label_agreement":null},{"id":"W2738154769","doi":"10.1007/978-1-4939-7131-2_100129","title":"Collaborative Project","year":2018,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Engineering","score_opus":0.7226847602144205,"score_gpt":0.7409429724521636,"score_spread":0.018258212237743043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738154769","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10975236,0.000012121929,0.0012505691,0.0006182982,0.00013257706,0.00024155891,0.0000012434309,0.0000898865,0.88790137],"genre_scores_gemma":[0.9571643,0.000011217318,0.0127066085,0.00026851453,0.0005394831,0.000040631683,1.8049592e-7,0.0000051597262,0.029263929],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828494,0.00092613226,0.000061152,0.00010803058,0.00033323676,0.00028653757],"domain_scores_gemma":[0.9992679,0.00020890002,0.000015205612,0.000087445405,0.00032116292,0.00009939547],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002365212,0.000033389184,0.000054245484,0.00004519737,0.00041225908,0.000053783617,0.00014138457,0.000033420685,0.0015155387],"category_scores_gemma":[0.0026418795,0.000027369368,0.000012804345,0.00070509996,0.00081844826,0.00014240391,0.000029439538,0.000043332202,0.0005855849],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052604242,0.00009171707,0.007981956,0.0000030366025,0.000022798937,0.000005448621,0.1002564,3.8680323e-8,0.0027440307,0.75708514,0.10224929,0.029507525],"study_design_scores_gemma":[0.00007248503,0.0001115556,0.0014393602,0.000002234778,0.0000015260514,3.678665e-8,0.01102355,0.000034434783,0.007098019,0.0021976414,0.9779591,0.000060075392],"about_ca_topic_score_codex":0.0015169285,"about_ca_topic_score_gemma":0.004129092,"teacher_disagreement_score":0.8757098,"about_ca_system_score_codex":0.00005813744,"about_ca_system_score_gemma":0.00084841566,"threshold_uncertainty_score":0.9993972},"labels":[],"label_agreement":null},{"id":"W2738663508","doi":"","title":"Queering Resistance in the Indian Residential School System: A Visual Ethnography","year":2017,"lang":"en","type":"article","venue":"2017 Conference of the Canadian Society for the Study of Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ethnography; Gaze; Resistance (ecology); Indigenous; Narrative; Colonialism; Sociology; Gender studies; Psychology; Anthropology; History; Art; Psychoanalysis; Archaeology","score_opus":0.3887031151013855,"score_gpt":0.5599156818099247,"score_spread":0.17121256670853918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738663508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98611796,0.00015715821,0.000027533217,0.0052489275,0.0007220916,0.002153978,0.000017229268,0.0000053382664,0.0055497573],"genre_scores_gemma":[0.998756,0.00001640724,0.00016014357,0.00005414096,0.00016291274,0.00030791952,6.4791914e-7,0.00000705631,0.00053480786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978803,0.0007091828,0.0002611798,0.0001778889,0.0005955935,0.0003758668],"domain_scores_gemma":[0.9977797,0.00043079487,0.00040213557,0.0008382662,0.00039467413,0.00015438814],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066006132,0.00009302606,0.00016716035,0.00006619944,0.0037691672,0.0003112151,0.002249043,0.00008806874,0.000011551263],"category_scores_gemma":[0.003131639,0.000060052545,0.00019976121,0.00024741414,0.0009773503,0.00023074486,0.000066479035,0.00025169924,0.0000013087034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071651135,0.00042103356,0.11557881,0.00027475177,0.00028703443,7.2231546e-7,0.8078459,0.000009485579,0.00030339241,0.054206077,0.017220214,0.0037809615],"study_design_scores_gemma":[0.00030380944,0.000060966337,0.48467648,0.00020542003,0.000069319525,1.30173e-7,0.50897664,0.000048214217,0.00006468102,0.0016669058,0.003824397,0.000102998005],"about_ca_topic_score_codex":0.5833349,"about_ca_topic_score_gemma":0.9571201,"teacher_disagreement_score":0.3737852,"about_ca_system_score_codex":0.0003537965,"about_ca_system_score_gemma":0.0055261035,"threshold_uncertainty_score":0.9975278},"labels":[],"label_agreement":null},{"id":"W2738930996","doi":"10.1177/1609406917703501","title":"“The Girl Should Just Clean Up the Mess”","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Citizen journalism; Girl; Work (physics); Vocational education; Sociology; Public relations; Participatory action research; Youth work; Political science; Media studies; Pedagogy; Psychology; Engineering; Developmental psychology; Law","score_opus":0.979479130510024,"score_gpt":0.8498000363565813,"score_spread":0.1296790941534427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738930996","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09608848,0.0017391357,0.54940414,0.24321519,0.023030255,0.0006209017,0.00003238022,0.00004177404,0.08582773],"genre_scores_gemma":[0.84379166,0.00080931955,0.13619156,0.0011028362,0.0034583078,0.000033190045,5.826708e-7,0.000036706228,0.014575811],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.968271,0.028214538,0.0007123914,0.00015797256,0.0022238116,0.00042024616],"domain_scores_gemma":[0.9778829,0.01799744,0.0012330061,0.00037968007,0.0022718133,0.00023516786],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.11212656,0.00012621444,0.00024643907,0.000106851265,0.0025701434,0.00089829974,0.003687154,0.00007593591,0.00018049046],"category_scores_gemma":[0.09015155,0.00006994789,0.0002741273,0.00010792178,0.002744142,0.00068657176,0.00026809177,0.0006903403,0.000024405404],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028962706,0.000055615703,0.0005162133,0.000002795749,0.00046261467,0.00002609316,0.19184847,0.0000061829696,0.00103019,0.36467785,0.007392027,0.43369234],"study_design_scores_gemma":[0.0005720774,0.00012881849,0.008106045,0.000058752295,0.00004305723,0.0000096513795,0.16926566,0.00012325519,0.004065418,0.13407935,0.68339235,0.00015555718],"about_ca_topic_score_codex":0.0005033707,"about_ca_topic_score_gemma":0.0004080213,"teacher_disagreement_score":0.7477032,"about_ca_system_score_codex":0.00028151195,"about_ca_system_score_gemma":0.0006148869,"threshold_uncertainty_score":0.99996984},"labels":[],"label_agreement":null},{"id":"W2740296775","doi":"","title":"Voices and Visions: Creativity as a Transformative Process in Three Northern Contexts","year":2010,"lang":"en","type":"article","venue":"The International Journal of the Arts in Society Annual Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Creativity; Sociology; The arts; Transformative learning; Oppression; Vision; Downtown; Solidarity; Media studies; Visual arts; Gender studies; Psychology; Pedagogy; Social psychology; Political science; Art; Politics; Anthropology; History","score_opus":0.19231757568054608,"score_gpt":0.5901204024469161,"score_spread":0.39780282676637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740296775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9522898,0.00793304,0.00005209242,0.036803212,0.00032301462,0.00043138838,0.0000087179005,0.000004192084,0.0021545219],"genre_scores_gemma":[0.98381585,0.014202374,0.0001369223,0.0016227682,0.0001361842,0.000017394339,1.250173e-7,0.0000052706196,0.00006309182],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975876,0.00061414734,0.00045031897,0.000092499526,0.0010572313,0.00019817668],"domain_scores_gemma":[0.9978112,0.001091715,0.00032689946,0.00011438623,0.00057175354,0.00008405364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011182755,0.00008847493,0.0002347005,0.000029612778,0.00019561288,0.000065295215,0.0011041267,0.000051090214,0.00007881116],"category_scores_gemma":[0.004919233,0.000047509504,0.00017913927,0.00026113336,0.0006644931,0.0006391651,0.00009865464,0.0007641724,0.000005694176],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030187506,0.00076031045,0.10373354,0.00042365387,0.00037627906,0.000039422008,0.6021425,0.00006557286,0.00058655086,0.031289957,0.0016067124,0.25867364],"study_design_scores_gemma":[0.003690097,0.00043282306,0.21090794,0.020158984,0.0002043567,0.00018944142,0.106575646,0.0006840314,0.0011745589,0.29174498,0.36343384,0.00080330856],"about_ca_topic_score_codex":0.00036822393,"about_ca_topic_score_gemma":0.011965757,"teacher_disagreement_score":0.49556684,"about_ca_system_score_codex":0.00010449682,"about_ca_system_score_gemma":0.0004776221,"threshold_uncertainty_score":0.66771734},"labels":[],"label_agreement":null},{"id":"W2740317065","doi":"10.22329/csw.v13i2.5867","title":"Applying a Social Justice Framework to Photovoice Research on Environmental Issues","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Environmental justice; Social justice; Environmental crisis; Sociology; Political science; Public relations; Environmental planning; Environmental ethics; Economic growth; Social science; Geography","score_opus":0.6418452603736509,"score_gpt":0.6966543828352041,"score_spread":0.05480912246155323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740317065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77420866,0.00023736648,0.0013106581,0.054152228,0.0022366657,0.0035503735,0.00004601798,0.00034772957,0.16391028],"genre_scores_gemma":[0.9864721,0.000009825419,0.0027192587,0.0021679536,0.0038471937,0.0006228486,0.0000020868004,0.000048453374,0.0041103074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99030405,0.004043645,0.0003011043,0.00066103623,0.0027950024,0.0018951496],"domain_scores_gemma":[0.9917901,0.007098828,0.00002821402,0.000240958,0.0001371265,0.00070473785],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0073989267,0.00020528397,0.00037264073,0.0001632329,0.0048889536,0.00036057286,0.00073534774,0.0004745205,0.0040747775],"category_scores_gemma":[0.011624586,0.00022700852,0.00015690974,0.0017827005,0.0015956536,0.00018811568,0.00033222153,0.0014965949,0.009048834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004575101,0.00061293266,0.0015790232,0.00007820144,0.000034835106,0.00004507064,0.047276307,0.0000032362695,0.001768597,0.895405,0.025613172,0.027126132],"study_design_scores_gemma":[0.00024788757,0.0002663144,0.00624263,0.000120414275,0.000038812046,1.7832711e-7,0.043622304,0.000010992713,0.000487565,0.040456768,0.9080107,0.00049543835],"about_ca_topic_score_codex":0.00012420108,"about_ca_topic_score_gemma":0.000014005581,"teacher_disagreement_score":0.88239753,"about_ca_system_score_codex":0.00079412264,"about_ca_system_score_gemma":0.00020378293,"threshold_uncertainty_score":0.99683565},"labels":[],"label_agreement":null},{"id":"W2742726681","doi":"10.20360/g2737b","title":"“Before Occupy Central, I Wasn’t Concerned”: Examining Participatory Visual Research for Social Change with Hong Kong-based Filipina Youth","year":2017,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Filmmaking; Citizen journalism; Participatory action research; Citizenship; Gender studies; Ethnic group; Sociology; Social change; Media studies; Civic engagement; Literacy; Political science; Pedagogy; Visual arts; Politics; Anthropology","score_opus":0.7263977553992408,"score_gpt":0.6518579143467873,"score_spread":0.07453984105245348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742726681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965864,0.00039625264,0.00020478356,0.0006653729,0.00013820904,0.0008409323,0.00009552416,0.000068783935,0.0010037804],"genre_scores_gemma":[0.9962763,0.000010400373,0.0005846279,0.00028858954,0.0017008305,0.0003238432,0.000028136183,0.000034326597,0.0007529188],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99591357,0.0012080487,0.0002176317,0.00046920497,0.0008105411,0.0013809991],"domain_scores_gemma":[0.9980672,0.0005977003,0.00014822894,0.0003537671,0.00028276473,0.0005503273],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004392268,0.00018279822,0.00029487014,0.00012122448,0.003267528,0.00087691547,0.00040634137,0.00014645807,0.00020026695],"category_scores_gemma":[0.002773422,0.00015435986,0.00006208894,0.00016475382,0.0013402699,0.00094020274,0.00013548978,0.00034713154,0.000009045155],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046820514,0.00015095239,0.083417945,0.00014260189,0.000039202907,0.00011006865,0.8288203,2.809591e-7,0.0003826731,0.0016307464,0.00023044566,0.08460658],"study_design_scores_gemma":[0.006853661,0.0031485478,0.6676488,0.0008873224,0.00017471406,0.000001704127,0.25080967,0.003724936,0.0038271858,0.00047304604,0.061082058,0.0013683401],"about_ca_topic_score_codex":0.0031354814,"about_ca_topic_score_gemma":0.0016067126,"teacher_disagreement_score":0.58423084,"about_ca_system_score_codex":0.00012440598,"about_ca_system_score_gemma":0.0004324059,"threshold_uncertainty_score":0.99803007},"labels":[],"label_agreement":null},{"id":"W2747769974","doi":"10.1177/1476750317721302","title":"“Stay Strong, Stay Sexy, Stay Native”: Storying Indigenous youth HIV prevention activism","year":2017,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Victoria; Wilfrid Laurier University; McMaster University; University of Toronto; York University","funders":"","keywords":"Indigenous; Participatory action research; Community-based participatory research; Gender studies; Context (archaeology); Photovoice; Focus group; Sociology; Action research; Reproductive health; Human sexuality; Positive Youth Development; Psychology; Pedagogy; Developmental psychology; Population; Anthropology; History; Economic growth","score_opus":0.8997884144731207,"score_gpt":0.7439028531671605,"score_spread":0.1558855613059602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747769974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419046,0.0000727679,0.0027920331,0.0005499591,0.00041848852,0.0011894016,0.00003260649,0.00013052349,0.052909616],"genre_scores_gemma":[0.9589976,0.00017037478,0.00047136337,0.00000968436,0.00057458185,0.00016889354,0.000009158423,0.00004036081,0.039557956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861248,0.0077501275,0.00031156675,0.00064632716,0.0035107823,0.0016564018],"domain_scores_gemma":[0.99617267,0.0010709389,0.00027905108,0.00091837585,0.00092537527,0.0006335687],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.023752011,0.00019303421,0.0002769833,0.00054099964,0.008434095,0.0010248113,0.0012521301,0.0002585364,0.0011674762],"category_scores_gemma":[0.007897818,0.00019718368,0.00012105455,0.00041133183,0.0015028057,0.001953045,0.00042265354,0.0015305502,0.00037924413],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010374244,0.0019288312,0.1081569,0.00020383848,0.00060032867,0.0001117125,0.36439273,0.000047544414,0.016724627,0.017059587,0.0053505083,0.48438597],"study_design_scores_gemma":[0.003532455,0.0017467558,0.20395145,0.00031680308,0.00009234419,0.000002751819,0.36152017,0.0010847066,0.046956677,0.013876642,0.36539578,0.00152347],"about_ca_topic_score_codex":0.0074184225,"about_ca_topic_score_gemma":0.004274042,"teacher_disagreement_score":0.4828625,"about_ca_system_score_codex":0.0016131243,"about_ca_system_score_gemma":0.0020263437,"threshold_uncertainty_score":0.9997456},"labels":[],"label_agreement":null},{"id":"W2749317196","doi":"10.18432/r26g8p","title":"Arts-based Methods in Socially Engaged Research Practice: A Classification Framework","year":2017,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":195,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The arts; Popularity; Field (mathematics); Visual arts education; Sociology; Visual arts; Qualitative research; Psychology; Social science; Art; Social psychology","score_opus":0.918863528252028,"score_gpt":0.8103859606449536,"score_spread":0.10847756760707439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749317196","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14028272,0.00032818437,0.11564982,0.3885025,0.0028429432,0.0019486408,0.00003342764,0.000118859665,0.3502929],"genre_scores_gemma":[0.8549834,0.000521356,0.13956037,0.00013787267,0.0018904132,0.00028559632,0.0000063006487,0.0000508685,0.0025638456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.92275083,0.06602511,0.0009665763,0.0007801669,0.007301167,0.0021761477],"domain_scores_gemma":[0.9594314,0.03397344,0.00037906287,0.00086087006,0.0043275477,0.0010276892],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.28996083,0.00023658521,0.00038079728,0.0017309427,0.01937753,0.0030026108,0.004121391,0.00041977045,0.0017620253],"category_scores_gemma":[0.1776513,0.00023520683,0.00025762926,0.0010352269,0.0039692186,0.0028297694,0.00044468272,0.01319062,0.00042460425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038146244,0.004067103,0.015515967,0.00006309604,0.00035750703,0.0016987699,0.28495067,0.0001845892,0.018610919,0.55603004,0.012120314,0.102586426],"study_design_scores_gemma":[0.0026413389,0.0007749301,0.107275516,0.0007080416,0.00002368483,0.00004274097,0.13998374,0.009758719,0.0011515258,0.47508806,0.2619369,0.0006148067],"about_ca_topic_score_codex":0.00026237094,"about_ca_topic_score_gemma":0.001746583,"teacher_disagreement_score":0.71470064,"about_ca_system_score_codex":0.0019943265,"about_ca_system_score_gemma":0.006063273,"threshold_uncertainty_score":0.99957144},"labels":[],"label_agreement":null},{"id":"W2751981578","doi":"","title":"Video, Art, and Dialogue: Using the Internet to Create Individual and Social Change","year":2013,"lang":"en","type":"article","venue":"The International Journal of Communication and Linguistic Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"The Internet; The arts; Identity (music); Sociology; Consciousness; Interpersonal communication; Queer; Digital art; Internet privacy; Psychology; Public relations; Social psychology; Aesthetics; Computer science; World Wide Web; Visual arts; Communication; Political science; Gender studies; Art","score_opus":0.729262455143516,"score_gpt":0.628787945848298,"score_spread":0.10047450929521795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751981578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9573569,0.004809997,0.0002142169,0.035817433,0.00030813023,0.00022209247,0.0000037260752,0.000006293801,0.0012611625],"genre_scores_gemma":[0.9954759,0.002036051,0.00076799816,0.0010775042,0.000485012,0.000014503814,3.77304e-7,0.0000037266445,0.00013893344],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985276,0.000712965,0.00021221639,0.000056086225,0.00038409047,0.0001070606],"domain_scores_gemma":[0.99732035,0.0017202696,0.00016326184,0.000080177204,0.00065903156,0.000056913563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032324402,0.000057606678,0.00012188581,0.000064591186,0.0004910874,0.00021584192,0.00047884617,0.000019965799,0.000018765953],"category_scores_gemma":[0.005122643,0.000033950884,0.000020370542,0.000054253254,0.00075311656,0.00009492383,0.00046930386,0.00016646646,0.000002340064],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001154908,0.00006547773,0.01411621,0.000011514298,0.00083964906,0.0000045229717,0.83482105,0.0000026109678,0.00020059154,0.095119074,0.0059507694,0.048753034],"study_design_scores_gemma":[0.0014684313,0.0003244204,0.36055455,0.0005187149,0.000350468,0.0000654105,0.14508417,0.0014258393,0.00016516037,0.086288795,0.40334734,0.00040667437],"about_ca_topic_score_codex":0.0008280367,"about_ca_topic_score_gemma":0.00034868863,"teacher_disagreement_score":0.6897369,"about_ca_system_score_codex":0.000043016917,"about_ca_system_score_gemma":0.000038880935,"threshold_uncertainty_score":0.6132652},"labels":[],"label_agreement":null},{"id":"W2755171089","doi":"10.15402/esj.v2i1.202","title":"Traveling Together? Navigating the Practice of Collaborative Engagement in Coast Salish Communities","year":2017,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Windsor; University of Victoria","keywords":"Participatory action research; Indigenous; Community engagement; Public relations; Action research; Context (archaeology); Community-based participatory research; General partnership; Sociology; Citizen journalism; Outreach; Political science; Geography; Pedagogy","score_opus":0.5885818048437204,"score_gpt":0.6314241159150877,"score_spread":0.04284231107136738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755171089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834394,0.0011002981,0.00034108982,0.0025937755,0.00016341527,0.0005002708,0.000003881082,0.000047070087,0.011810835],"genre_scores_gemma":[0.9909128,0.0013682785,0.007073945,0.000087925444,0.00024242446,0.000038148628,0.0000028289135,0.000048286856,0.00022535479],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.10280269,0.8931714,0.00070217374,0.00018795548,0.002060061,0.0010756886],"domain_scores_gemma":[0.46952766,0.52725327,0.0006801597,0.0008808786,0.0012763664,0.00038164077],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.96180576,0.00025538265,0.0004967697,0.00031194714,0.68176824,0.0038228193,0.0026700234,0.00020933527,0.000046447232],"category_scores_gemma":[0.93690777,0.00021321907,0.00010780195,0.00049974385,0.0026484611,0.0025981541,0.001243183,0.70927876,0.000004401555],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013648682,0.00020433989,0.010248717,0.000039757568,0.00009253306,0.00003206731,0.9500431,0.00034950583,0.0036869692,0.0003729395,0.000054666503,0.03473893],"study_design_scores_gemma":[0.0008428346,0.00033659907,0.010034252,0.0009758107,0.000020225889,0.00001532155,0.9623611,0.00045562207,0.0002110751,0.00037820937,0.024167469,0.00020146644],"about_ca_topic_score_codex":0.03033277,"about_ca_topic_score_gemma":0.005089444,"teacher_disagreement_score":0.7090694,"about_ca_system_score_codex":0.00039224263,"about_ca_system_score_gemma":0.0008804506,"threshold_uncertainty_score":0.99721134},"labels":[],"label_agreement":null},{"id":"W2755707827","doi":"10.1016/j.jneb.2017.09.015","title":"PhotoVoice: Engaging School Communities in Wellness Efforts","year":2017,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Medical education; Psychology; Medicine; Visual arts; Art","score_opus":0.404582190772911,"score_gpt":0.6171784029295548,"score_spread":0.21259621215664382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755707827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99649286,0.00032166307,0.000022132292,0.0012318174,0.00066800014,0.00017991988,0.0000012517012,0.000004290499,0.0010780874],"genre_scores_gemma":[0.99738795,0.00063109846,0.0012495524,0.00006826335,0.00034081953,0.000067510526,8.600054e-7,0.0000043608984,0.00024958342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986021,0.0006609439,0.00024288194,0.000047625013,0.00029195962,0.00015449889],"domain_scores_gemma":[0.9989887,0.00016956773,0.00026246792,0.00013320133,0.00023230036,0.00021377004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003216462,0.00004921373,0.0001218583,0.00020694787,0.0008889329,0.00027869522,0.0002318188,0.00005228506,0.00022507463],"category_scores_gemma":[0.0010076667,0.000048519323,0.000035438105,0.00006492005,0.0002679759,0.0007583085,0.000024678458,0.00030655655,0.000003416627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005791678,0.011301605,0.75742793,0.00012140654,0.000010814927,0.000026297692,0.030659555,4.925606e-7,0.0040466264,0.0033546546,0.0023458058,0.1906469],"study_design_scores_gemma":[0.0008726391,0.00008158749,0.8020524,0.00045398745,0.000037956503,0.000019742749,0.10322486,0.0000058776045,0.0016267872,0.0017585397,0.08974297,0.00012269242],"about_ca_topic_score_codex":0.0010488218,"about_ca_topic_score_gemma":0.00064464944,"teacher_disagreement_score":0.19052422,"about_ca_system_score_codex":0.00013835914,"about_ca_system_score_gemma":0.0004918616,"threshold_uncertainty_score":0.68370426},"labels":[],"label_agreement":null},{"id":"W2757640488","doi":"10.17645/si.v5i3.991","title":"Youth Reflexivity as Participatory Research in Senegal: A Field Study of Reciprocal Learning and Incremental Transformations","year":2017,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reflexivity; Transformative learning; Sociology; Reciprocal; Youth studies; Citizen journalism; Field (mathematics); Narrative; Power (physics); Participatory action research; Public relations; Social science; Political science; Gender studies; Pedagogy","score_opus":0.8371627486244462,"score_gpt":0.7293875622446765,"score_spread":0.10777518637976968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757640488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98056597,0.000027837063,0.000017119133,0.0010594192,0.000066721455,0.00058420066,0.0000023765097,0.00002347113,0.017652862],"genre_scores_gemma":[0.999615,0.000043075765,0.000045769102,0.000019848416,0.00011980354,0.000051924228,8.848217e-7,0.000009040186,0.00009462402],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99281543,0.0048394683,0.0003110359,0.00023572009,0.0012825849,0.0005157838],"domain_scores_gemma":[0.9987697,0.0006181712,0.000118728705,0.00015763937,0.00017255667,0.00016321427],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017066957,0.00008318735,0.0002183439,0.00018143968,0.008266917,0.00010910877,0.00036197717,0.00015482372,0.000048324673],"category_scores_gemma":[0.004455375,0.000086217406,0.000036807927,0.00027970993,0.00074934127,0.00046404995,0.0012077588,0.0006664659,0.0000052022356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030140748,0.00066080363,0.14803214,0.000028116252,0.000014723308,0.000010249389,0.8143722,0.0000016845389,0.0033675919,0.002985385,0.000019981733,0.030205708],"study_design_scores_gemma":[0.0028636872,0.0023616063,0.1594954,0.00018368317,0.000039534367,2.6036312e-7,0.8104745,0.00039509116,0.004733989,0.016317176,0.0027496342,0.00038540323],"about_ca_topic_score_codex":0.03938107,"about_ca_topic_score_gemma":0.038308766,"teacher_disagreement_score":0.029820304,"about_ca_system_score_codex":0.0002429059,"about_ca_system_score_gemma":0.0003319579,"threshold_uncertainty_score":0.9930242},"labels":[],"label_agreement":null},{"id":"W2757680597","doi":"10.1186/s12889-017-4730-9","title":"An intervention strategy for improving residential environment and positive mental health among public housing tenants: rationale, design and methods of Flash on my neighborhood!","year":2017,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Institut National de la Recherche Scientifique; Wilfrid Laurier University; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Public housing; Mental health; Public health; Participatory action research; Outreach; Built environment; Public relations; Community-based participatory research; Population; Action plan; Medicine; Environmental health; Nursing; Economic growth; Political science; Engineering; Economics","score_opus":0.5229804318801603,"score_gpt":0.614191488603799,"score_spread":0.09121105672363872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757680597","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25803286,0.00026050507,0.73327106,0.005508812,0.00014847174,0.0025283203,0.00007005938,0.00003347276,0.00014643477],"genre_scores_gemma":[0.9071742,0.00014919542,0.09221032,0.00012885331,0.00012651506,0.000100633726,0.00002256992,0.00002142557,0.000066253044],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99002117,0.0075109787,0.00056505733,0.0004948433,0.0005830341,0.00082494406],"domain_scores_gemma":[0.99713224,0.0007739092,0.00076022756,0.00032131528,0.00011553143,0.00089677086],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.030056546,0.00015456839,0.00034905228,0.00021403786,0.0025592798,0.00077706616,0.00030883524,0.000097325734,0.000023092514],"category_scores_gemma":[0.0031187702,0.00014747384,0.000060767114,0.00009082464,0.0007288124,0.0016968733,0.0001260622,0.00017111757,6.8355774e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021255459,0.0006525699,0.0402544,0.0003089745,0.000057489768,8.3934447e-7,0.011744516,0.00002422512,0.0012501443,0.033950586,0.0001896964,0.911354],"study_design_scores_gemma":[0.003201496,0.0051235915,0.9279113,0.0002318177,0.000017048584,0.00000184098,0.010877496,0.044925246,0.0008871266,0.0049115964,0.0014495789,0.0004618548],"about_ca_topic_score_codex":0.0046438547,"about_ca_topic_score_gemma":0.0028899598,"teacher_disagreement_score":0.9108921,"about_ca_system_score_codex":0.00062190293,"about_ca_system_score_gemma":0.00227884,"threshold_uncertainty_score":0.9987609},"labels":[],"label_agreement":null},{"id":"W2757877307","doi":"10.1177/1049732317729137","title":"Photovoice Ethics: Critical Reflections From Men’s Mental Health Research","year":2017,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photovoice; Mental health; Psychology; Research ethics; Qualitative research; Sociology; Psychiatry; Social science","score_opus":0.9914638689243142,"score_gpt":0.8950311522418036,"score_spread":0.09643271668251052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757877307","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026072865,0.00286346,0.0017115412,0.82966834,0.0009942951,0.003876083,0.0006540241,0.00021820623,0.1339412],"genre_scores_gemma":[0.9456733,0.0060463217,0.025169423,0.0034329102,0.0021287976,0.0018459791,0.00005901011,0.00013773858,0.015506558],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.73969454,0.2404713,0.0011561001,0.0014870999,0.011542476,0.0056484826],"domain_scores_gemma":[0.9127815,0.07646775,0.0002899397,0.0017327016,0.0048876363,0.0038405047],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.3748886,0.0002540901,0.00069867197,0.00089159055,0.04699749,0.0013746185,0.0023332466,0.00042805093,0.0013060503],"category_scores_gemma":[0.28790107,0.00025960393,0.00014092076,0.0013874458,0.014294933,0.0010361079,0.0009795473,0.008252035,0.0014157157],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00022811178,0.00040175486,0.00019681409,0.0001577672,0.00003755067,0.000010170268,0.6850359,1.2540838e-7,0.0004544167,0.23191206,0.07365341,0.007911918],"study_design_scores_gemma":[0.00046873293,0.0010495819,0.0022077833,0.0003020249,0.0000012657991,3.9131402e-7,0.442437,0.000072407965,0.00027317123,0.09876139,0.4542267,0.00019955159],"about_ca_topic_score_codex":0.36272424,"about_ca_topic_score_gemma":0.10354356,"teacher_disagreement_score":0.91960037,"about_ca_system_score_codex":0.005559167,"about_ca_system_score_gemma":0.022077613,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W2760353895","doi":"","title":"Expanding our Field with Contact Festival: CONTACT 2013: Field of Vision / Le festival Contact élargit notre champ de vision : cONTACT 2013: Field of Vision","year":2014,"lang":"fr","type":"article","venue":"Ciel variable : art, photo, médias, culture","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Film festival; Computer vision; Art; Computer science; Visual arts; Mathematics","score_opus":0.10777677630809218,"score_gpt":0.4637309367162843,"score_spread":0.3559541604081921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760353895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5792049,0.0050516385,0.046860583,0.0059809787,0.004360681,0.004608681,0.00034397707,0.00037524756,0.3532133],"genre_scores_gemma":[0.9725001,0.0010618975,0.003880378,0.004389113,0.00084471935,0.00012579696,0.000056117748,0.00012234396,0.017019533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887741,0.0040017003,0.001580692,0.0014685836,0.0019742856,0.0022006356],"domain_scores_gemma":[0.9892668,0.0057580457,0.0013620119,0.0012772297,0.0010213206,0.0013145616],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006943304,0.0010562332,0.0021003434,0.00031224568,0.0010001129,0.00035445663,0.0013733433,0.0017594276,0.010664416],"category_scores_gemma":[0.0065555912,0.00090853136,0.00061429077,0.0011749562,0.0002819398,0.001905359,0.0004692013,0.002117396,0.000105570994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004159438,0.0023202137,0.017186511,0.0011773704,0.0006000823,0.00013672367,0.0057446603,0.00024996072,0.4392154,0.026358843,0.49321947,0.009631333],"study_design_scores_gemma":[0.009648663,0.023192871,0.01607075,0.009348332,0.0005650611,0.000063117535,0.0119599,0.008506819,0.31241688,0.0017365522,0.6040093,0.0024817835],"about_ca_topic_score_codex":0.024106486,"about_ca_topic_score_gemma":0.00060941663,"teacher_disagreement_score":0.3932952,"about_ca_system_score_codex":0.0004583244,"about_ca_system_score_gemma":0.0017215513,"threshold_uncertainty_score":0.9995365},"labels":[],"label_agreement":null},{"id":"W2761155281","doi":"","title":"Ensemble, Images unies / Ensemble, United Images","year":2017,"lang":"fr","type":"article","venue":"Ciel variable : art, photo, médias, culture","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Ensemble learning; Computer science","score_opus":0.24677149708449622,"score_gpt":0.48440766094239956,"score_spread":0.23763616385790334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761155281","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017462054,0.009753172,0.0029586528,0.0013207139,0.0039735143,0.0013794444,0.0006409504,0.00035360522,0.9621579],"genre_scores_gemma":[0.037730604,0.0074991737,0.022431515,0.009463582,0.0028296977,0.00038288505,0.00011762244,0.00021823597,0.91932666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885697,0.003936251,0.00096371287,0.0015399294,0.0018798986,0.0031105292],"domain_scores_gemma":[0.99223524,0.0012583286,0.0009151819,0.0025009774,0.0014187429,0.0016715103],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0056079463,0.0010381627,0.0012316287,0.00035812112,0.0053979587,0.0024854145,0.0031486298,0.0012912701,0.061878752],"category_scores_gemma":[0.011881337,0.0010190582,0.00047301003,0.001561581,0.004719675,0.0029353877,0.0010424304,0.0019754642,0.0021940968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013271242,0.0006915019,0.001959545,0.00038293758,0.00039893136,0.0003135193,0.0027336222,0.00007774702,0.06558647,0.087679416,0.83066994,0.009373662],"study_design_scores_gemma":[0.001139536,0.00026467154,0.0023451508,0.0005079627,0.00025399833,0.00002397517,0.0030603088,0.00062843884,0.04175397,0.007587786,0.94125444,0.0011797627],"about_ca_topic_score_codex":0.004859914,"about_ca_topic_score_gemma":0.00008612456,"teacher_disagreement_score":0.110584505,"about_ca_system_score_codex":0.00056251173,"about_ca_system_score_gemma":0.0015572521,"threshold_uncertainty_score":0.999226},"labels":[],"label_agreement":null},{"id":"W2761205043","doi":"10.1080/13698575.2017.1384801","title":"‘It’s one of those “It’ll never happen to me” things’: young women’s constructions of smoking and risk","year":2017,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council; McMaster University","keywords":"Femininity; Context (archaeology); Psychology; Young adult; Public health; Health risk; Contradiction; Masculinity; Social psychology; Developmental psychology; Gender studies; Medicine; Sociology; Environmental health; History; Nursing","score_opus":0.45707760104341794,"score_gpt":0.6133321109765928,"score_spread":0.15625450993317486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761205043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887252,0.0003562799,0.0018467959,0.0053981263,0.00031844515,0.0006564191,0.000108076485,0.00003880795,0.0025518828],"genre_scores_gemma":[0.9707101,0.008897354,0.018942459,0.0009180548,0.00013831355,0.00006960365,7.6877046e-7,0.000018186749,0.00030513937],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9957263,0.0016261766,0.00054012786,0.0003554922,0.0009058688,0.00084607594],"domain_scores_gemma":[0.99688774,0.00069545564,0.0008877759,0.0005434273,0.00028580386,0.000699792],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015916323,0.00013753251,0.0004893673,0.000045956367,0.0030652105,0.000104106795,0.0004783295,0.00016256943,0.00012909718],"category_scores_gemma":[0.004782129,0.00013938536,0.00013985301,0.00021349652,0.0015067902,0.000596847,0.00028939656,0.0005342354,0.0000055538253],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004202556,0.00012752786,0.40365693,0.00016662225,0.00016183531,4.8486095e-7,0.5679921,0.000008796094,0.00018319716,0.0029931285,0.007025524,0.01764182],"study_design_scores_gemma":[0.0013860622,0.0004742173,0.6352627,0.00043649273,0.00010716731,0.0000012181314,0.29054376,0.0007536596,0.00073255395,0.0059482283,0.0639213,0.00043259643],"about_ca_topic_score_codex":0.0579702,"about_ca_topic_score_gemma":0.0043374104,"teacher_disagreement_score":0.27744833,"about_ca_system_score_codex":0.00052974117,"about_ca_system_score_gemma":0.0012387878,"threshold_uncertainty_score":0.99823266},"labels":[],"label_agreement":null},{"id":"W2761989797","doi":"10.1177/1473325017735884","title":"What are you (un)doing with that story?","year":2017,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Western University","funders":"McMaster University; U.S. Department of Energy","keywords":"Empathy; Social work; Sociology; Discipline; Narrative; Public relations; Psychology; Social psychology; Political science; Social science","score_opus":0.736680736780351,"score_gpt":0.6914921118428612,"score_spread":0.04518862493748976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761989797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909182,0.00062366383,0.0027820868,0.040067554,0.0013005715,0.0006791952,0.000014416354,0.00018683192,0.045163684],"genre_scores_gemma":[0.98869383,0.000045792523,0.003025677,0.00021535967,0.0006392846,0.00008873473,0.0000014808222,0.000030967734,0.0072588883],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9897698,0.0076924935,0.00015496521,0.00037788472,0.0012146175,0.0007902317],"domain_scores_gemma":[0.9968027,0.001864246,0.0004373393,0.00034083333,0.0002582483,0.0002966571],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.011110169,0.00017916207,0.00034782887,0.00006234965,0.0102670165,0.0010628018,0.00072987576,0.00015482887,0.00036084309],"category_scores_gemma":[0.004241751,0.00016342799,0.00011772073,0.0003600423,0.0027729052,0.0016340873,0.00012918723,0.00046424096,0.00018346765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013894051,0.00006655299,0.0109720705,0.000013355799,0.00010286174,0.000024114479,0.885236,3.778593e-7,0.0000227879,0.05874635,0.0015818451,0.043094695],"study_design_scores_gemma":[0.00043835116,0.0000698446,0.0635455,0.000158842,0.000025091467,6.908423e-8,0.81334376,6.945253e-7,0.00017343427,0.011106861,0.11080366,0.00033386977],"about_ca_topic_score_codex":0.0002939342,"about_ca_topic_score_gemma":0.00086288,"teacher_disagreement_score":0.109221816,"about_ca_system_score_codex":0.00029085446,"about_ca_system_score_gemma":0.00029844214,"threshold_uncertainty_score":0.9999742},"labels":[],"label_agreement":null},{"id":"W2764054623","doi":"10.1007/978-3-319-64413-4_8","title":"Curb My Cynicism: Employing Photo Elicitation to Address the Problem of Research on Bullying","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Cynicism; Wonder; Psychology; Politics; Social psychology; Criminology; Sign (mathematics); Sociology; Political science; Law","score_opus":0.8508655342080744,"score_gpt":0.7049197264067725,"score_spread":0.14594580780130195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764054623","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024968213,0.00009572093,0.0001566984,0.0014198498,0.00013918256,0.0022574195,0.0000135724695,0.00006639011,0.9933543],"genre_scores_gemma":[0.076532505,0.00021717932,0.0024794904,0.00027452456,0.0006170926,0.00037904183,0.0000042028414,0.0000955201,0.91940045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931441,0.0013061969,0.00049571454,0.0005883909,0.0035318257,0.000933801],"domain_scores_gemma":[0.9932015,0.0039614937,0.00028533195,0.0009321073,0.0012290244,0.00039054497],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.022799157,0.00024285613,0.00043465692,0.00050973543,0.0021994722,0.0003183321,0.0017293012,0.00036624778,0.0012966021],"category_scores_gemma":[0.0034823748,0.00017966477,0.000159958,0.00013776007,0.0013840722,0.00017888675,0.0004377164,0.0011398835,0.0005703322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011901976,0.000040102746,0.00004851433,0.00009574213,0.0000661037,0.000011115957,0.030024974,0.000015322414,0.00060788635,0.9317156,0.009591483,0.027664106],"study_design_scores_gemma":[0.0001843245,0.0004004027,0.00013572554,0.0012839754,0.000024096264,2.791877e-7,0.0045532286,0.000033517492,0.001945272,0.06625199,0.92483824,0.000348922],"about_ca_topic_score_codex":0.0059943995,"about_ca_topic_score_gemma":0.00462036,"teacher_disagreement_score":0.9152468,"about_ca_system_score_codex":0.00037942163,"about_ca_system_score_gemma":0.0009791994,"threshold_uncertainty_score":0.9996163},"labels":[],"label_agreement":null},{"id":"W2765254748","doi":"10.33524/cjar.v18i1.322","title":"Leavy, P. (2015). Method meets art: Arts-based research practice (2nd ed.). New York: Guilford.","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The arts; Action research; Argument (complex analysis); Action (physics); Arts in education; Sociology; Discipline; Set (abstract data type); Visual arts; Psychology; Engineering ethics; Pedagogy; Computer science; Art; Engineering; Social science; Medicine","score_opus":0.942458851090845,"score_gpt":0.7733179512549395,"score_spread":0.16914089983590552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765254748","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01666174,0.002687231,0.005085301,0.60019094,0.0025122869,0.0017176691,0.000018372712,0.000037131,0.37108934],"genre_scores_gemma":[0.86979896,0.0006802664,0.028267626,0.00081821287,0.0062405593,0.0000655574,0.0000022376944,0.00011228536,0.09401432],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9701866,0.020506399,0.00063047546,0.0003892714,0.005823193,0.002464052],"domain_scores_gemma":[0.9764921,0.011142861,0.00056558294,0.0014549035,0.0062922877,0.0040522767],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.18299592,0.00018183416,0.00036934388,0.0012699057,0.021763967,0.005261483,0.0038040665,0.0003065806,0.0026602831],"category_scores_gemma":[0.14082037,0.00014456303,0.00019418747,0.0011167462,0.0037284798,0.0015436212,0.00016552469,0.004258698,0.0006408693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000489624,0.0000817341,0.00090713263,0.000017797352,0.00012017453,0.00035250728,0.0053403694,0.00013497261,0.001105781,0.015797542,0.8963578,0.079294614],"study_design_scores_gemma":[0.000499069,0.00036434285,0.0017277374,0.00009274132,0.000022100105,0.00003338475,0.0070666084,0.00021127885,0.0021979255,0.0062350566,0.9814051,0.00014467153],"about_ca_topic_score_codex":0.44407883,"about_ca_topic_score_gemma":0.6684673,"teacher_disagreement_score":0.8531372,"about_ca_system_score_codex":0.0025590227,"about_ca_system_score_gemma":0.044767782,"threshold_uncertainty_score":0.9989828},"labels":[],"label_agreement":null},{"id":"W2765344894","doi":"10.1093/eurpub/ckx186.004","title":"The Lac-Mégantic Photovoice Initiative","year":2017,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Université de Sherbrooke","funders":"","keywords":"Photovoice; Medicine; Economic growth; Economics","score_opus":0.8695667480380042,"score_gpt":0.6782834014577779,"score_spread":0.19128334658022628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765344894","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25303602,0.0013378297,0.01978968,0.3226644,0.0027403014,0.00050353084,0.0000073663873,0.000055635224,0.3998652],"genre_scores_gemma":[0.9956379,0.00074501627,0.00085281953,0.00094975653,0.00089246174,9.3233126e-7,1.022013e-7,0.000017207874,0.0009038067],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9575567,0.0393961,0.00068169,0.00013940225,0.0012295708,0.0009965126],"domain_scores_gemma":[0.9957514,0.001116711,0.0011496193,0.00037937335,0.00059775583,0.0010051826],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13735057,0.00007973773,0.00019509348,0.00008577881,0.004751137,0.0010103588,0.0016099378,0.000015953396,0.000072695635],"category_scores_gemma":[0.0381805,0.000053039832,0.00009150224,0.00014167602,0.000981259,0.0007676585,0.00014545927,0.00052993454,0.000112834874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025931173,0.00019484106,0.010583083,0.000024307734,0.0001184552,0.00030741986,0.0648982,9.986063e-7,0.00012099338,0.031753536,0.025315989,0.86665624],"study_design_scores_gemma":[0.00033515497,0.00027006085,0.11951468,0.00003773043,0.0000027604772,0.000006283148,0.005456543,0.000013677671,0.000019189632,0.0004084928,0.8738711,0.00006435472],"about_ca_topic_score_codex":0.00020582904,"about_ca_topic_score_gemma":0.00031696752,"teacher_disagreement_score":0.8665919,"about_ca_system_score_codex":0.00022295826,"about_ca_system_score_gemma":0.0031160223,"threshold_uncertainty_score":0.99654454},"labels":[],"label_agreement":null},{"id":"W2767536206","doi":"10.1007/978-3-319-52129-9_10","title":"Smoking Cessation in Mental Health Communities: A Living Newspaper Applied Theatre Project","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Newspaper; The arts; Addiction; Mental health; Media studies; Psychology; Psychiatry; Sociology; Visual arts; Art","score_opus":0.6083963672980675,"score_gpt":0.6083142490670064,"score_spread":0.00008211823106107907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767536206","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043162494,0.00017939544,0.00005792731,0.0006346411,0.00015824252,0.0011585365,0.000015128988,0.00008745025,0.9972771],"genre_scores_gemma":[0.38980561,0.0023241616,0.0013702962,0.0007736195,0.0005497287,0.00021128138,0.00004835139,0.000112014364,0.60480493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968747,0.0009028406,0.0003750273,0.00026693378,0.0009430634,0.0006374164],"domain_scores_gemma":[0.99818105,0.0007909124,0.00030962183,0.0005024724,0.00005023503,0.00016570321],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007565879,0.00023591692,0.0004395399,0.00030774478,0.0015415654,0.00028191585,0.0007125713,0.00029053856,0.0012676929],"category_scores_gemma":[0.0001839437,0.00022636549,0.00008451176,0.000036775367,0.00058272877,0.0002488016,0.00027981066,0.00073797995,0.000030925537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035801742,0.00008063158,0.002187183,0.00014187886,0.0000817564,0.000004436758,0.36002776,0.0000020095172,0.000013152422,0.45659348,0.0036433816,0.17718853],"study_design_scores_gemma":[0.00031504096,0.00008920479,0.00062165887,0.00119478,0.0000107807855,4.1686292e-7,0.047435734,0.000071559196,0.000004148117,0.009127299,0.9406428,0.00048662518],"about_ca_topic_score_codex":0.048235577,"about_ca_topic_score_gemma":0.14978504,"teacher_disagreement_score":0.9369994,"about_ca_system_score_codex":0.001037757,"about_ca_system_score_gemma":0.0018529627,"threshold_uncertainty_score":0.9997583},"labels":[],"label_agreement":null},{"id":"W2769996378","doi":"10.1177/1609406917736668","title":"The Fringe Value of Visual Data in Research","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Visual research; Photovoice; Value (mathematics); Visual culture; Research data; Mandate; Data science; Computer science; Visual arts; Political science; Data curation; Art","score_opus":0.9901845462035146,"score_gpt":0.8913655161620636,"score_spread":0.09881903004145098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769996378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76131344,0.0020159758,0.16518262,0.030178646,0.004425465,0.0005202239,0.000045911092,0.000010364247,0.036307335],"genre_scores_gemma":[0.85932595,0.00042233797,0.13909164,0.000028513452,0.0005686947,0.0000065117715,7.2550813e-7,0.000010899619,0.00054471765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.92830235,0.065939955,0.0011272202,0.0002503234,0.0038411608,0.0005390057],"domain_scores_gemma":[0.9637621,0.031682074,0.0009609704,0.00057067635,0.0028532783,0.00017089306],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.28744292,0.00007800133,0.00026872536,0.0003541611,0.00073733856,0.00032150227,0.0052982364,0.000067790315,0.000044544096],"category_scores_gemma":[0.21469204,0.000055834716,0.00008822712,0.00020706408,0.002687959,0.00092530414,0.00089675986,0.0007293084,0.000005350796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073938404,0.00038392626,0.007868241,0.000013604318,0.000377465,0.00007741567,0.20556393,0.000015958203,0.008027323,0.49661967,0.0009372487,0.27937585],"study_design_scores_gemma":[0.0019225519,0.0006841587,0.08765183,0.00051784783,0.00002716518,0.000007723897,0.23607996,0.002567285,0.015240714,0.47374535,0.18126415,0.00029127373],"about_ca_topic_score_codex":0.002207965,"about_ca_topic_score_gemma":0.0006070256,"teacher_disagreement_score":0.27908456,"about_ca_system_score_codex":0.00028133302,"about_ca_system_score_gemma":0.0010548831,"threshold_uncertainty_score":0.9903897},"labels":[],"label_agreement":null},{"id":"W2771553020","doi":"10.5206/cjsotl-rcacea.2017.3.6","title":"Intersecting Interests: Qualitative Research Synthesis on Art in the Social Work Classroom","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; Thompson Rivers University; Toronto Metropolitan University","funders":"","keywords":"Sociology; Oppression; The arts; Humanities; Qualitative research; Pedagogy; Visual arts education; Social science; Art; Visual arts; Political science","score_opus":0.7917949292225608,"score_gpt":0.7007406758719128,"score_spread":0.09105425335064798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771553020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512015,0.00014357029,0.00010001344,0.03887299,0.00023468032,0.00026226588,0.0000019530373,0.0000051306683,0.009177871],"genre_scores_gemma":[0.9979291,0.0000072077655,0.000149137,0.00011783025,0.00042289708,0.000027446746,1.2530695e-7,0.000013964079,0.0013322876],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96058446,0.03763466,0.0002438355,0.00014715116,0.000675817,0.0007140764],"domain_scores_gemma":[0.9708482,0.028252374,0.00025157645,0.0002441816,0.0001766309,0.00022701829],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21442473,0.000095079035,0.00016563019,0.00021748466,0.043624908,0.0019385855,0.0016536688,0.000093273244,0.000030351977],"category_scores_gemma":[0.17199013,0.00005252077,0.00010682206,0.00017792986,0.001547278,0.00032335517,0.0000622767,0.0074477987,0.000007497772],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001487364,0.00001399243,0.013206941,0.000011212062,0.000065842505,0.0000123583895,0.86242,0.000043646858,0.000034108034,0.04084783,0.0008112786,0.08238405],"study_design_scores_gemma":[0.00025925756,0.00019162307,0.055024847,0.00066691946,0.00003017333,0.000007516511,0.8652331,0.00008876354,0.000024445271,0.021586716,0.056738716,0.00014788088],"about_ca_topic_score_codex":0.02392738,"about_ca_topic_score_gemma":0.13453165,"teacher_disagreement_score":0.110604264,"about_ca_system_score_codex":0.00035120008,"about_ca_system_score_gemma":0.0006045451,"threshold_uncertainty_score":0.9990975},"labels":[],"label_agreement":null},{"id":"W2772737635","doi":"10.26443/crae.v44i1.37","title":"Fierce Love: Fashioning Becoming a Researcher | Amour féroce : le façonnage d’un chercheur en devenir","year":2017,"lang":"en","type":"article","venue":"The Canadian Review of Art Education / Revue canadienne d’éducation artistique","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Autoethnography; Sociology; Narrative; Humanities; Narrative inquiry; Ethnography; The arts; Art; Anthropology; Visual arts; Literature","score_opus":0.38879891600761646,"score_gpt":0.5582440072600071,"score_spread":0.16944509125239066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772737635","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3817419,0.005804028,0.00034695014,0.43355912,0.0016002412,0.0029511661,0.000071054674,0.000050947336,0.17387459],"genre_scores_gemma":[0.96475714,0.0029713446,0.0019770125,0.0023862573,0.00048801836,0.00027022837,0.00003593825,0.000041745716,0.027072338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994483,0.0031595768,0.0006061795,0.00043908381,0.00032346,0.0009887007],"domain_scores_gemma":[0.99479556,0.0007066727,0.00055353134,0.001318855,0.001120852,0.0015045563],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0154155195,0.00020898182,0.00038572776,0.00025238897,0.0024242355,0.0002679025,0.0016005811,0.00016375515,0.0012742166],"category_scores_gemma":[0.043918956,0.00021061269,0.00012639673,0.00049656007,0.0006846875,0.0005316179,0.00009002619,0.00061222754,0.00031215503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016263484,0.0003272104,0.0076806834,0.0041800486,0.00014972346,0.000027676524,0.19878282,0.000009515714,0.00077961397,0.50369895,0.13534461,0.14900286],"study_design_scores_gemma":[0.00013914808,0.000031136304,0.081167035,0.0033572563,0.00005084233,0.000014152686,0.012624307,0.00006088933,0.00029280587,0.0049877544,0.8968946,0.00038008558],"about_ca_topic_score_codex":0.5185283,"about_ca_topic_score_gemma":0.95931923,"teacher_disagreement_score":0.76155,"about_ca_system_score_codex":0.003361723,"about_ca_system_score_gemma":0.02380814,"threshold_uncertainty_score":0.99963874},"labels":[],"label_agreement":null},{"id":"W2772951174","doi":"10.1177/1476750317745955","title":"Adaptation of a structured story-dialogue method for action research with social movement activists","year":2017,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Public Health Ontario; University of Toronto","funders":"","keywords":"Action research; Action (physics); Movement (music); Qualitative research; Social constructivism; Grounded theory; Adaptation (eye); Participant observation; Context (archaeology); Participatory action research; Social research; Social movement; Sociology; Pedagogy; Psychology; Social science; Political science; Aesthetics; Politics","score_opus":0.9254772498682508,"score_gpt":0.7713054344567797,"score_spread":0.15417181541147107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772951174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89026916,0.000042684827,0.09208854,0.006622966,0.00053795875,0.0035568355,0.00004524098,0.00008176778,0.0067548505],"genre_scores_gemma":[0.9836232,0.000062275336,0.01200631,0.000012933779,0.00076349516,0.000742127,0.000009265255,0.000033755903,0.002746612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9835246,0.010717025,0.00026287313,0.0005383894,0.003791966,0.0011651337],"domain_scores_gemma":[0.9921082,0.0035964027,0.0002664076,0.00056250626,0.0031703934,0.00029606587],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04561091,0.00013367482,0.0002861166,0.0006418605,0.0078704655,0.0004054431,0.00079478195,0.00025404952,0.0001433822],"category_scores_gemma":[0.013031919,0.000125261,0.0000948565,0.0006493474,0.0017916671,0.0008593484,0.00017368638,0.0011609657,0.000015620666],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041529564,0.00045368142,0.0025434785,0.00026977182,0.00022527458,0.000007718845,0.041461237,0.00009802371,0.14456055,0.041036993,0.0060414914,0.75914884],"study_design_scores_gemma":[0.005443579,0.003650694,0.19103062,0.0001777576,0.00006742557,0.0000016424572,0.17621434,0.010396127,0.22675467,0.054644834,0.33081654,0.0008017594],"about_ca_topic_score_codex":0.018644143,"about_ca_topic_score_gemma":0.025274161,"teacher_disagreement_score":0.7583471,"about_ca_system_score_codex":0.0010922794,"about_ca_system_score_gemma":0.0019725454,"threshold_uncertainty_score":0.99528176},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2775053262","doi":"10.5771/9780759121157","title":"Handbook of Participatory Video","year":2012,"lang":"en","type":"book","venue":"Rowman & Littlefield Publishers eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Participatory action research; Participatory GIS; Field (mathematics); Sociology; Work (physics); Power (physics); Participatory design; Engineering ethics; Public relations; Political science; Engineering","score_opus":0.5989200250799861,"score_gpt":0.5672770893861608,"score_spread":0.03164293569382526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775053262","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050470355,0.002401006,0.000258808,0.0002513689,0.0013494284,0.0007888257,0.00002356082,0.00018932998,0.99423295],"genre_scores_gemma":[0.025668465,0.000030764506,0.0006656667,0.000492002,0.0020352209,0.00019694258,0.00002151707,0.0001160687,0.97077334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931187,0.001758422,0.0009213391,0.0006261474,0.0019512229,0.0016241809],"domain_scores_gemma":[0.9950555,0.0016368363,0.00057058415,0.0010621975,0.00051377725,0.0011611261],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007226429,0.00047331373,0.0009278261,0.00044031616,0.0004489846,0.00044465487,0.0013528293,0.0012346677,0.0037051418],"category_scores_gemma":[0.0026926154,0.00049660465,0.0004797776,0.00012857,0.0017566815,0.0005325767,0.0003502313,0.0012690979,0.00020654772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083556384,0.00008773478,0.0007678212,0.0003493517,0.0003628516,0.000024545845,0.026849458,6.089512e-7,0.00021697025,0.27278605,0.66387606,0.034594983],"study_design_scores_gemma":[0.0002812999,0.000103009486,0.00010657388,0.00034918208,0.00015323106,5.5370896e-7,0.0007584463,0.000002848333,0.0008685576,0.021513525,0.9753626,0.0005001512],"about_ca_topic_score_codex":0.0007001777,"about_ca_topic_score_gemma":0.000608722,"teacher_disagreement_score":0.31148654,"about_ca_system_score_codex":0.0005412039,"about_ca_system_score_gemma":0.0043004057,"threshold_uncertainty_score":0.9997486},"labels":[],"label_agreement":null},{"id":"W2776849456","doi":"","title":"The reflection room: Shifting from death-avoiding to death-discussing","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Narrative; Empathy; Reading (process); Set (abstract data type); Psychology; Aesthetics; Sociology; Media studies; Public relations; Social psychology; Political science; Computer science; Art; Literature","score_opus":0.5888195498026402,"score_gpt":0.5906617389347804,"score_spread":0.0018421891321401818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776849456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043832515,0.00017533565,0.0014342079,0.0014617182,0.00069655525,0.0016987929,0.000054536617,0.00029872436,0.9897969],"genre_scores_gemma":[0.0146534415,0.000681447,0.0012060301,0.000024534254,0.00087539107,0.0000030329886,0.000008224222,0.00020239208,0.9823455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97905254,0.014979103,0.00028498683,0.0013619778,0.0023549115,0.0019664678],"domain_scores_gemma":[0.99372953,0.0027270052,0.00033674703,0.0011901151,0.00063392957,0.0013826842],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008692439,0.00043752854,0.00057630084,0.0011261426,0.013093175,0.0013462275,0.005067734,0.0007690744,0.00006477713],"category_scores_gemma":[0.0018027734,0.00039382168,0.00025047283,0.0019660466,0.0011829961,0.0010986768,0.0020253016,0.001833857,0.0005525662],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047567196,0.00007418308,0.0021142287,0.000017551038,0.00026170837,0.00067968544,0.0026223056,0.000002346788,0.0016557061,0.9562745,0.03154869,0.004273423],"study_design_scores_gemma":[0.0006117628,0.00012411906,0.0005699081,0.00057526387,0.00007355717,0.000001370906,0.011153369,0.000017956165,0.00045742386,0.0003626068,0.98553455,0.0005180884],"about_ca_topic_score_codex":0.06416395,"about_ca_topic_score_gemma":0.02785905,"teacher_disagreement_score":0.9559119,"about_ca_system_score_codex":0.005049759,"about_ca_system_score_gemma":0.0030666797,"threshold_uncertainty_score":0.99985135},"labels":[],"label_agreement":null},{"id":"W2777865210","doi":"10.36510/learnland.v9i2.787","title":"The Glow of Unwork? Issues of Portrayal in Arts-Related Research","year":2016,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Legitimacy; Relation (database); The arts; Sociology; Epistemology; Aesthetics; Position (finance); Political science; Social science; Art; Law; Computer science; Philosophy; Politics","score_opus":0.45775464556478207,"score_gpt":0.6161934582254495,"score_spread":0.1584388126606674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777865210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735319,0.00081667595,0.000023205634,0.0025736946,0.00007389714,0.00014389538,9.0249904e-7,0.000025635149,0.022810183],"genre_scores_gemma":[0.9938299,0.0005287217,0.00014329076,0.0000020511764,0.000054492008,0.000013116854,2.670229e-7,0.000008805301,0.005419335],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943961,0.003578641,0.00032314387,0.00016744783,0.0009749849,0.000559673],"domain_scores_gemma":[0.99487007,0.004498809,0.000110065004,0.00017489103,0.00024970082,0.000096468146],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01740518,0.00006153678,0.0001847096,0.00015190055,0.00033248222,0.000026099025,0.00038018683,0.00009960992,0.00025612308],"category_scores_gemma":[0.013882514,0.000034755547,0.00005185755,0.0007445768,0.00077806565,0.00010257214,0.00008539235,0.0003431187,0.000034717254],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023204568,0.00014518366,0.7329932,0.000035496058,0.00005715499,0.000021353693,0.028505746,0.00013912919,0.02135061,0.090903774,0.0008941252,0.124722175],"study_design_scores_gemma":[0.0018205891,0.0008970032,0.32443872,0.0010001056,0.000016540496,0.0000013863561,0.029688405,0.00067391293,0.027727228,0.02358778,0.5897606,0.00038774902],"about_ca_topic_score_codex":0.0011214884,"about_ca_topic_score_gemma":0.0018416084,"teacher_disagreement_score":0.5888665,"about_ca_system_score_codex":0.00004855595,"about_ca_system_score_gemma":0.0002457326,"threshold_uncertainty_score":0.994424},"labels":[],"label_agreement":null},{"id":"W2777939195","doi":"10.1177/1532708617746421","title":"Recounting Huronia Faithfully: Attenuating Our Methodology to the “Fabulation” of <i>Truths</i> -Telling","year":2017,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Ontario Tech University; Brock University; York University","funders":"Social Sciences and Humanities Research Council of Canada; Brock University; York University; University of Ontario Institute of Technology","keywords":"Normative; Epistemology; Truth telling; Sociology; Generative grammar; Psychology; Philosophy; Psychoanalysis","score_opus":0.8429514440742469,"score_gpt":0.7088644295658172,"score_spread":0.13408701450842975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777939195","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09138101,0.010295537,0.7029421,0.1633083,0.008542439,0.002430986,0.00006725086,0.0006400597,0.020392336],"genre_scores_gemma":[0.45171404,0.00037204748,0.54590094,0.0005729638,0.000980308,0.00012477512,6.0760203e-7,0.000023610319,0.0003106954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9817977,0.014421824,0.0007969269,0.0007115777,0.00097647397,0.0012955067],"domain_scores_gemma":[0.9652096,0.031098047,0.00045374007,0.0011173167,0.0018318499,0.00028943314],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.040570848,0.00034295098,0.001046182,0.000106922045,0.0046560513,0.00033977575,0.0018446245,0.00029306597,0.000025980587],"category_scores_gemma":[0.58631164,0.00022329604,0.00025109257,0.00038943975,0.0026633518,0.00047041624,0.00095270283,0.00073240045,0.0000392906],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037336725,0.00015804873,0.015918834,0.00063566264,0.0009427003,0.00004940057,0.295055,0.0005818437,0.068722,0.38914353,0.0125907045,0.21582891],"study_design_scores_gemma":[0.0005555103,0.0006442057,0.016846865,0.0005792361,0.000487552,0.0000071241343,0.64599466,0.00021164589,0.03502651,0.17863105,0.11989527,0.0011203845],"about_ca_topic_score_codex":0.0003623233,"about_ca_topic_score_gemma":0.0004690668,"teacher_disagreement_score":0.5457408,"about_ca_system_score_codex":0.00015372301,"about_ca_system_score_gemma":0.00018478278,"threshold_uncertainty_score":0.9966397},"labels":[],"label_agreement":null},{"id":"W2778067505","doi":"10.17645/mac.v5i4.1057","title":"“I Set the Camera on the Handle of My Dresser”: Re-Matter-Ializing Social Media Visual Methods through a Case Study of Selfies","year":2017,"lang":"en","type":"article","venue":"Media and Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Materialism; Embodied cognition; Meaning (existential); Narrative; Set (abstract data type); Reading (process); Assemblage (archaeology); Sociology; Posthuman; Aesthetics; Visual arts; Psychology; Media studies; Epistemology; Art; Computer science; Literature; Philosophy; Linguistics; History","score_opus":0.6840723677166041,"score_gpt":0.6715067136193743,"score_spread":0.012565654097229761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778067505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933695,0.00025496408,0.000107923566,0.0035926823,0.000095895986,0.00038603088,0.0000054785337,0.000010391722,0.0021771346],"genre_scores_gemma":[0.9987439,0.00022551508,0.00076113036,0.000064661435,0.0000818967,0.00009615909,0.0000014487483,0.000008237734,0.00001706328],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9906045,0.00827814,0.00028281388,0.0001312105,0.0004997711,0.00020356342],"domain_scores_gemma":[0.9899393,0.008627158,0.00037100303,0.0008408412,0.00017147689,0.00005026927],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008923851,0.0000915727,0.00023845411,0.000032211894,0.002818225,0.00012715747,0.0009796084,0.00006971953,0.00005128306],"category_scores_gemma":[0.0058923005,0.000056787037,0.00004491475,0.00013383284,0.001654678,0.0002086675,0.00038559592,0.00027476274,0.0000021105527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004332088,0.0002029623,0.0075892527,0.000011063664,0.000052876607,0.0000037570458,0.97380227,5.151012e-7,0.0005773889,0.0051390585,0.0003368366,0.0122406725],"study_design_scores_gemma":[0.0005849479,0.00016134814,0.0313869,0.000055334047,0.0000965882,0.0000023778532,0.95445263,0.00020438721,0.0039416254,0.006748919,0.0022323118,0.00013260842],"about_ca_topic_score_codex":0.0104008475,"about_ca_topic_score_gemma":0.016730048,"teacher_disagreement_score":0.023797648,"about_ca_system_score_codex":0.000026748348,"about_ca_system_score_gemma":0.00010328877,"threshold_uncertainty_score":0.99847996},"labels":[],"label_agreement":null},{"id":"W2779213522","doi":"10.53386/nilq.v68i3.47","title":"Self-sacrificing mothers as revered deities of social policy initiatives: reflections on the Huastec mother goddess and conditional cash transfer programmes","year":2017,"lang":"en","type":"article","venue":"Northern Ireland Legal Quarterly","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sculpture; Beneficiary; Context (archaeology); Sociology; Object (grammar); Qualitative research; Artifact (error); Cash; Conditional cash transfer; Gender studies; Social science; Visual arts; Art; Law; Political science; Psychology; History; Archaeology; Poverty; Economics; Philosophy","score_opus":0.2513982309390916,"score_gpt":0.5428881725929209,"score_spread":0.2914899416538293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779213522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9200318,0.00002142674,0.0002035051,0.0035890164,0.00007735697,0.00044862562,0.000057369485,0.00005612448,0.07551476],"genre_scores_gemma":[0.9979864,0.000009621459,0.00008821856,0.00014840892,0.00046382737,0.00009029616,0.0000023410341,0.000023771136,0.0011871625],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99739236,0.0011457453,0.00023835154,0.00023729642,0.0005566944,0.0004295824],"domain_scores_gemma":[0.99893415,0.00042876677,0.000121646284,0.00022433126,0.00016113653,0.00012996653],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013996842,0.00015514212,0.00022475363,0.00009859974,0.0025651425,0.0003427433,0.0003279207,0.00012643078,0.00014583324],"category_scores_gemma":[0.0004072757,0.00011718068,0.0001020766,0.00013104123,0.001317696,0.0004368209,0.000010972069,0.00029236107,0.000020506197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023910154,0.00029995837,0.008816153,0.000057081896,0.00028801407,0.000013871122,0.5273868,0.0000028578213,0.00048584215,0.44704056,0.000103224746,0.015266539],"study_design_scores_gemma":[0.0043419315,0.005188274,0.262389,0.00031216117,0.00026506558,0.000019544284,0.50863516,0.00029338966,0.0013441952,0.057692718,0.1580732,0.001445339],"about_ca_topic_score_codex":0.0123115815,"about_ca_topic_score_gemma":0.020581298,"teacher_disagreement_score":0.38934785,"about_ca_system_score_codex":0.00010754784,"about_ca_system_score_gemma":0.00053336646,"threshold_uncertainty_score":0.9987334},"labels":[],"label_agreement":null},{"id":"W2781156871","doi":"10.26522/brocked.v26i2.601","title":"Research Inquiry for Whom and for What Purpose?","year":2017,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Epistemology; Sociology; Social psychology; Philosophy","score_opus":0.8809303897800355,"score_gpt":0.7712227403022222,"score_spread":0.10970764947781331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781156871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9322501,0.003050488,0.017472995,0.035274208,0.007069644,0.0021660076,0.000005687623,0.000025075731,0.0026858428],"genre_scores_gemma":[0.93908054,0.0023434712,0.021920256,0.00034916078,0.009803122,0.00077990966,0.0000026161774,0.000034702858,0.02568625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978961,0.0007270358,0.00017891845,0.00016774039,0.0005075172,0.0005227098],"domain_scores_gemma":[0.9966298,0.0011445208,0.0001443062,0.0002162893,0.0012583247,0.0006067919],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007504963,0.00005849237,0.00010757507,0.00015656186,0.008114337,0.003998055,0.0004891061,0.00007987019,0.00006671136],"category_scores_gemma":[0.021520728,0.00005564795,0.00005281702,0.000072994,0.00068033824,0.0016225904,0.00006248999,0.0002396547,0.000009797008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014997511,0.00022022218,0.004975131,0.000059199592,0.000025824178,4.745559e-7,0.037163045,9.2776526e-7,0.0016530872,0.025933651,0.17145875,0.75835973],"study_design_scores_gemma":[0.00034919012,0.00013808612,0.021002516,0.0000932279,0.000007913916,0.000004679015,0.06793335,0.000026132455,0.00040968007,0.049580175,0.86036664,0.00008839071],"about_ca_topic_score_codex":0.000069191075,"about_ca_topic_score_gemma":0.00017007631,"teacher_disagreement_score":0.75827134,"about_ca_system_score_codex":0.00016651032,"about_ca_system_score_gemma":0.0036525375,"threshold_uncertainty_score":0.99703586},"labels":[],"label_agreement":null},{"id":"W2781389330","doi":"10.36510/learnland.v9i2.771","title":"Using Arts-Based Research Exercises to Foster Reflexivity in Qualitative Research","year":2016,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reflexivity; The arts; Qualitative research; Poetry; Pedagogy; Sociology; Psychology; Mathematics education; Computer science; Visual arts; Social science; Art","score_opus":0.9239824580385465,"score_gpt":0.7769059127833845,"score_spread":0.147076545255162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781389330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97385955,0.0000945786,0.0020510857,0.0063993116,0.00007763522,0.00056555244,0.0000042127076,0.00008616563,0.016861925],"genre_scores_gemma":[0.99236596,0.000025959358,0.004138917,0.00007110249,0.00021776855,0.0001438472,7.529404e-7,0.000029880883,0.0030058303],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9648771,0.029642005,0.00033308627,0.00062546704,0.002693148,0.0018291913],"domain_scores_gemma":[0.9815223,0.016703304,0.000052276726,0.00032440235,0.00088379363,0.00051388744],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08207496,0.0001373553,0.00029868685,0.0011427556,0.0013294965,0.00021237011,0.00056748476,0.00017321347,0.0005717421],"category_scores_gemma":[0.051483497,0.00010236499,0.000060901515,0.0023851157,0.0007737469,0.00035476428,0.00029345273,0.0010113039,0.0004023595],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020149797,0.00057825516,0.23330677,0.0001361118,0.000036739013,0.0001693059,0.51540685,0.0009674258,0.14483236,0.014090213,0.0052950615,0.08316591],"study_design_scores_gemma":[0.0037194989,0.0023425012,0.033874188,0.0033756108,0.000017238128,0.0000013093825,0.2703395,0.002714829,0.044958066,0.031921037,0.60519844,0.0015378096],"about_ca_topic_score_codex":0.0026264703,"about_ca_topic_score_gemma":0.0073478385,"teacher_disagreement_score":0.59990335,"about_ca_system_score_codex":0.00070894,"about_ca_system_score_gemma":0.0009346856,"threshold_uncertainty_score":0.9999706},"labels":[],"label_agreement":null},{"id":"W2781528524","doi":"10.1177/1468794117743463","title":"Play-making with migrant farm workers in Ontario, Canada: a kinesthetic and embodied approach to qualitative research","year":2018,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Qualitative research; Habitus; Sociology; Participatory action research; Citizen journalism; Embodied cognition; Action research; Public relations; Action (physics); Citizenship; Social science; Political science; Pedagogy; Cultural capital; Epistemology","score_opus":0.8220467114492359,"score_gpt":0.7273129418213309,"score_spread":0.09473376962790503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781528524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9045971,0.00013140225,0.00061298884,0.0031134968,0.000047673213,0.0021081131,0.000015417605,0.000030789186,0.08934299],"genre_scores_gemma":[0.98322785,0.0000062716294,0.011014127,0.000105665495,0.00011312631,0.0008784845,0.000003864104,0.00004672268,0.004603882],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93019634,0.05905488,0.000581418,0.0011605299,0.0060173245,0.0029895264],"domain_scores_gemma":[0.977221,0.018150594,0.000087109736,0.0005302076,0.002943798,0.001067292],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.114080906,0.00028421273,0.0005781412,0.0013232061,0.0020087117,0.0003188031,0.00092171476,0.00017531187,0.00015766693],"category_scores_gemma":[0.019235143,0.00024310131,0.00004238758,0.004872493,0.0066280523,0.0002613481,0.0004173798,0.002174078,0.000054775242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009513078,0.00020666175,0.0063812966,0.00004483076,0.00005016386,0.000052249237,0.93027174,0.000007247292,0.00011679424,0.058925588,0.001920122,0.0010719707],"study_design_scores_gemma":[0.0007177539,0.0011382132,0.0195727,0.00032693957,0.0000042643346,0.0000017120469,0.93501157,0.00010167299,0.00008039699,0.00901066,0.033660635,0.0003734587],"about_ca_topic_score_codex":0.99275345,"about_ca_topic_score_gemma":0.9990668,"teacher_disagreement_score":0.094845764,"about_ca_system_score_codex":0.004527312,"about_ca_system_score_gemma":0.013361213,"threshold_uncertainty_score":0.9992941},"labels":[],"label_agreement":null},{"id":"W2781931100","doi":"10.1177/0891241617744859","title":"Decolonizing Family Photographs: Ecological Imaginaries and Nonrepresentational Ethnographies","year":2018,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Narrativity; Indigenous; Ethnography; Materiality (auditing); Sociology; Narrative; Performative utterance; Conversation; Reading (process); Media studies; Aesthetics; Visual arts; Gender studies; Anthropology; Art; Law; Literature; Ecology; Political science","score_opus":0.5442476355311544,"score_gpt":0.5917012850280903,"score_spread":0.04745364949693587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781931100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651266,0.005043291,0.00095589634,0.0019503137,0.0006035821,0.00025745961,0.0000060700495,0.000049516875,0.026007269],"genre_scores_gemma":[0.9911351,0.000610209,0.007002291,0.00064888515,0.0005204166,0.000013512922,8.3064435e-7,0.000013994796,0.000054729666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950953,0.0024211577,0.00068074395,0.00023800659,0.0010699535,0.0004948117],"domain_scores_gemma":[0.9959328,0.0017909239,0.0005061078,0.00016344497,0.0011104326,0.00049629435],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009048873,0.00018024202,0.0004183413,0.0011791592,0.00096047873,0.00024405532,0.00045663287,0.00017830342,0.00008783297],"category_scores_gemma":[0.0019971426,0.00015430173,0.00031223637,0.0016657277,0.0063004983,0.0011965891,0.0001017133,0.00053225394,0.0000047624744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014158254,0.000816109,0.72378314,0.000057308305,0.0008275591,0.00034376848,0.20070904,0.0000011540417,0.013268111,0.01675422,0.026535673,0.015488097],"study_design_scores_gemma":[0.0026974555,0.0030019998,0.44859713,0.00020868443,0.000113289556,0.000038582257,0.22239612,0.00004307132,0.0028129737,0.082262084,0.23708703,0.0007415634],"about_ca_topic_score_codex":0.00027881927,"about_ca_topic_score_gemma":0.00014310189,"teacher_disagreement_score":0.27518597,"about_ca_system_score_codex":0.000025601616,"about_ca_system_score_gemma":0.00062438776,"threshold_uncertainty_score":0.99640375},"labels":[],"label_agreement":null},{"id":"W2782212761","doi":"10.1177/1049732317750862","title":"Body Mapping as a Youth Sexual Health Intervention and Data Collection Tool","year":2018,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Data collection; Introspection; Intervention (counseling); Thematic analysis; Social connectedness; Psychology; Medical education; Applied psychology; Qualitative research; Social psychology; Sociology; Medicine; Social science","score_opus":0.9689800110391859,"score_gpt":0.8302347921498326,"score_spread":0.1387452188893532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782212761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91677034,0.001747358,0.023311354,0.04377564,0.00048651354,0.0037612875,0.0002119255,0.00019472878,0.009740858],"genre_scores_gemma":[0.98582363,0.00048930873,0.006685949,0.0008319,0.00065755873,0.00015528694,0.000082947874,0.00003275249,0.005240648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.937103,0.057536513,0.0006640201,0.00080841035,0.0022519946,0.0016360923],"domain_scores_gemma":[0.99307615,0.0041149273,0.00021985,0.00060574024,0.0010676187,0.0009156928],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16698068,0.00013002055,0.00034071933,0.00056978024,0.0039515626,0.00026000504,0.0006144249,0.000101845784,0.00022902484],"category_scores_gemma":[0.031083038,0.00013224494,0.000026133786,0.002016467,0.0022887609,0.0006492058,0.0005928956,0.00076054083,0.00021058408],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021086354,0.00020330363,0.00059789914,0.00028717806,0.0000327085,0.0000017330186,0.8682641,2.6197819e-8,0.00006549547,0.029548865,0.015761448,0.0850264],"study_design_scores_gemma":[0.0007243436,0.003954813,0.0043825596,0.00024841257,0.0000020996517,9.56237e-7,0.92215663,0.0008497351,0.000035007797,0.011005164,0.05646278,0.00017750105],"about_ca_topic_score_codex":0.09174587,"about_ca_topic_score_gemma":0.010372998,"teacher_disagreement_score":0.13589765,"about_ca_system_score_codex":0.0012244883,"about_ca_system_score_gemma":0.004864238,"threshold_uncertainty_score":0.99734515},"labels":[],"label_agreement":null},{"id":"W2783794934","doi":"10.1016/j.jth.2017.11.087","title":"Visual Explorations of Calgary as Place ( symposia )","year":2017,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Situated; Session (web analytics); Visual research; Pedestrian; Sociology; Identity (music); Focus group; Visual arts; Geography; Aesthetics; Anthropology; World Wide Web; Computer science; Art; Archaeology","score_opus":0.5084263065435505,"score_gpt":0.6563655794457597,"score_spread":0.1479392729022092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783794934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778045,0.0005482037,0.0046306783,0.0090199,0.0005054254,0.00025572992,0.0000061267106,0.000012332924,0.0072170976],"genre_scores_gemma":[0.99523574,0.0009749962,0.0029658922,0.00016983984,0.0002522363,0.0000037772065,7.7786194e-7,0.000011015794,0.00038572232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970153,0.0006894292,0.0007151636,0.000107510314,0.0010578587,0.00041474923],"domain_scores_gemma":[0.99762595,0.00021140608,0.00093843334,0.00021841816,0.00035204462,0.00065375905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00798002,0.00008446555,0.00038865083,0.00013058771,0.0009951774,0.000040648105,0.0005387895,0.000075244796,0.00013949799],"category_scores_gemma":[0.0008299278,0.00007597472,0.00015722254,0.00011549459,0.0004516207,0.00068818335,0.000011722253,0.0003462668,0.000008972247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002269302,0.0031549071,0.47392288,0.0007220665,0.00047380646,0.00064806576,0.20062616,0.00020359381,0.0094429,0.20658384,0.0042406837,0.09771179],"study_design_scores_gemma":[0.002657927,0.0040837657,0.7831116,0.0008589098,0.00011860715,0.000029859659,0.01080529,0.0002170509,0.0038484812,0.0047769397,0.18905206,0.0004395669],"about_ca_topic_score_codex":0.0035869495,"about_ca_topic_score_gemma":0.0026968466,"teacher_disagreement_score":0.30918866,"about_ca_system_score_codex":0.00018146234,"about_ca_system_score_gemma":0.00461208,"threshold_uncertainty_score":0.8181631},"labels":[],"label_agreement":null},{"id":"W2787790847","doi":"10.29173/lirg752","title":"Participant-driven photo-elicitation in library settings: A methodological discussion","year":2018,"lang":"en","type":"article","venue":"Library and Information Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Victoria","funders":"","keywords":"Photo elicitation; Requirements elicitation; Computer science; Qualitative research; Preference elicitation; Sociology; Knowledge management; Social science","score_opus":0.7441986395252134,"score_gpt":0.6471047008994659,"score_spread":0.09709393862574744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787790847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76668584,0.000059481958,0.00054242375,0.023324966,0.00012770949,0.0009400519,0.000017174074,0.00022609164,0.20807628],"genre_scores_gemma":[0.9839881,0.0006590307,0.010876839,0.0015811621,0.00029928487,0.00017774988,0.000034690358,0.000012492031,0.002370639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99187505,0.0059840865,0.00042188808,0.00019016425,0.00079574075,0.0007330521],"domain_scores_gemma":[0.9974533,0.0018808631,0.000071497656,0.00016757741,0.00006172295,0.00036506707],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006286119,0.00009234733,0.00017171116,0.0005667166,0.0007705437,0.00050856394,0.0003280377,0.00016521114,0.0020789024],"category_scores_gemma":[0.0038055214,0.00006412867,0.000031165153,0.0015573784,0.0010944074,0.025358655,0.00034497576,0.00046777795,0.00020729552],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008293644,0.00015496514,0.055753972,0.0001612693,0.00001917913,0.000011527578,0.14411929,0.00000736175,0.0014112053,0.65665346,0.014849084,0.12602933],"study_design_scores_gemma":[0.0004378317,0.00036916978,0.04422109,0.00010026653,0.000002253296,6.515446e-7,0.027457466,0.006330377,0.004054085,0.012758835,0.90409887,0.00016911446],"about_ca_topic_score_codex":0.00003352239,"about_ca_topic_score_gemma":0.0000058062483,"teacher_disagreement_score":0.8892498,"about_ca_system_score_codex":0.000017791122,"about_ca_system_score_gemma":0.00033347958,"threshold_uncertainty_score":0.99883336},"labels":[],"label_agreement":null},{"id":"W2787900321","doi":"","title":"Participation and democratization of knowledge: living theory research for reconciliation","year":2017,"lang":"en","type":"other","venue":"Insight (University of Cumbria)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Epistemology; Flourishing; Democratization; Participatory action research; Narrative; Rationality; Democracy; Psychology; Social psychology; Political science; Anthropology","score_opus":0.6407065465671593,"score_gpt":0.6064717228424413,"score_spread":0.03423482372471798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787900321","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011188146,0.0013041119,0.022753505,0.00016632445,0.00030472028,0.0011732004,0.000041960942,0.0000564403,0.96301156],"genre_scores_gemma":[0.31969914,0.0012918118,0.0038075007,0.0000033544018,0.0003037917,0.00000689127,0.000013551512,0.000077611,0.67479634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99684495,0.002171571,0.000104458515,0.00022095155,0.00041694258,0.000241132],"domain_scores_gemma":[0.9967671,0.0018367056,0.00032949858,0.00024420346,0.00070983067,0.00011267419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006003476,0.00007614241,0.0002565016,0.00037553595,0.0005656779,0.0000241278,0.00030687067,0.00027489965,0.00035488754],"category_scores_gemma":[0.008024583,0.00009805471,0.000046795503,0.00022775453,0.0010436233,0.00023069701,0.00010393679,0.00012917651,0.000008260808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034126773,0.0003999856,0.005215096,0.0015623056,0.00034951614,0.0000039990164,0.13396007,0.00000424774,0.003632476,0.27471024,0.22061132,0.35920945],"study_design_scores_gemma":[0.00053725473,0.00021057732,0.009394812,0.0011649083,0.00010353789,4.851096e-8,0.0044403016,0.00087259203,0.00030782027,0.009298876,0.97342885,0.0002404512],"about_ca_topic_score_codex":0.0015909789,"about_ca_topic_score_gemma":0.013548883,"teacher_disagreement_score":0.7528175,"about_ca_system_score_codex":0.00010402005,"about_ca_system_score_gemma":0.0006167035,"threshold_uncertainty_score":0.96067554},"labels":[],"label_agreement":null},{"id":"W2788933495","doi":"10.1016/s0140-6736(18)30468-9","title":"Picturing health: health advocates for Indigenous communities in British Columbia, Canada","year":2018,"lang":"en","type":"article","venue":"The Lancet","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; George (robot); Ethnology; Geography; Political science; Media studies; History; Sociology; Art history; Ecology","score_opus":0.4903559894546072,"score_gpt":0.5716339282657155,"score_spread":0.08127793881110829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788933495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878579,0.0009649868,0.00013069106,0.00912646,0.00024111138,0.000716785,0.00008068165,0.00004057578,0.000840852],"genre_scores_gemma":[0.99260753,0.00032114837,0.0008006013,0.0049239304,0.0007710053,0.00010243395,0.000005959495,0.000010807407,0.00045657583],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966213,0.001811303,0.00020547812,0.00009908145,0.00031272648,0.00095010654],"domain_scores_gemma":[0.99854237,0.0008633134,0.00008526518,0.0002699485,0.00007474062,0.00016435294],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0074570677,0.000045699682,0.00028611434,0.000016873892,0.0018404342,0.00021910641,0.00060640974,0.00002746704,0.00007273979],"category_scores_gemma":[0.0006949598,0.00005843189,0.000017854665,0.00019892603,0.00047211495,0.000066732064,0.000065789565,0.00018891947,0.000002662641],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046412955,0.00009131711,0.38907796,0.00023274493,0.00003210463,0.00000530681,0.29472637,0.000009144736,0.0000059144495,0.0005866954,0.11536668,0.19981937],"study_design_scores_gemma":[0.0007100408,0.00031377177,0.30883718,0.00020405107,0.0000018486643,0.0000016289059,0.046889625,0.00009571704,0.00002356582,0.005112614,0.637629,0.00018096465],"about_ca_topic_score_codex":0.99916023,"about_ca_topic_score_gemma":0.99997914,"teacher_disagreement_score":0.52226233,"about_ca_system_score_codex":0.00065678515,"about_ca_system_score_gemma":0.00440046,"threshold_uncertainty_score":0.999459},"labels":[],"label_agreement":null},{"id":"W2789795458","doi":"10.26522/ssj.v11i2.1601","title":"Unmasking Racism (Creative Intervention)","year":2018,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Racism; Intervention (counseling); Sociology; Political science; Psychology; Gender studies","score_opus":0.7584133843320011,"score_gpt":0.7372071804929932,"score_spread":0.021206203839007953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789795458","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3086959,0.0011334207,0.0025295645,0.0020305861,0.0048047407,0.0005675933,0.000007397559,0.00017335449,0.6800574],"genre_scores_gemma":[0.99001706,0.0002006357,0.0012955774,0.00024635912,0.0036570989,0.00006916736,3.953278e-7,0.00001115962,0.0045025717],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964822,0.001966116,0.00025165707,0.00023542899,0.0005100765,0.00055453525],"domain_scores_gemma":[0.9983637,0.00091433275,0.00009121203,0.00008647777,0.00046399978,0.00008029582],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0047273817,0.00010058547,0.00023393836,0.00009818452,0.001759042,0.00003852028,0.00025736738,0.000081729944,0.00022386527],"category_scores_gemma":[0.013982251,0.00010309939,0.00007427773,0.000743481,0.0029659527,0.00023333002,0.00022554855,0.00021245977,0.00014958739],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012673483,0.00019825624,0.0019869956,0.0001427417,0.00019668009,0.0000386927,0.7262206,8.694529e-7,0.000113258444,0.18290149,0.021801222,0.066272445],"study_design_scores_gemma":[0.00090125145,0.00021252739,0.015094113,0.00022347765,0.00018642197,3.47747e-7,0.74374294,0.000046367793,0.0003677949,0.031312138,0.20753479,0.0003778349],"about_ca_topic_score_codex":0.00038000563,"about_ca_topic_score_gemma":0.0026293234,"teacher_disagreement_score":0.6813211,"about_ca_system_score_codex":0.00048441612,"about_ca_system_score_gemma":0.00012134743,"threshold_uncertainty_score":0.9997474},"labels":[],"label_agreement":null},{"id":"W2790203345","doi":"10.1177/1609406918757631","title":"Thinking Critically About Photovoice","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":400,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Photovoice; Critically ill; Sociology; Psychology; Medicine; Intensive care medicine; Economics; Economic growth","score_opus":0.9395598685022888,"score_gpt":0.8277035944348805,"score_spread":0.11185627406740828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790203345","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04643418,0.00027855954,0.88349235,0.007636933,0.0032193726,0.00011443917,0.000007911042,0.00002776846,0.058788493],"genre_scores_gemma":[0.18880346,0.00006103935,0.806228,0.0018407507,0.0023839048,0.000005881026,4.1220838e-7,0.000016033662,0.00066051306],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9729919,0.023402197,0.0007414501,0.00017022682,0.0022996701,0.0003945989],"domain_scores_gemma":[0.98143184,0.0103820935,0.00044944268,0.000117033815,0.0072868317,0.00033275422],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0789016,0.00011558791,0.00028238844,0.00033594226,0.00033713563,0.00023896605,0.0013269905,0.00008762436,0.0010784857],"category_scores_gemma":[0.076718695,0.00010158058,0.00019021347,0.00032509348,0.0016441593,0.00064992,0.00012560304,0.00041448424,0.000058107536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003041317,0.00016607836,0.00031817422,0.0000064684127,0.0003495735,0.00006167188,0.43892437,0.0000015795223,0.018556193,0.43347108,0.0018506178,0.10599004],"study_design_scores_gemma":[0.0008163061,0.00057068263,0.0019559837,0.00021714144,0.00004352069,0.000022379389,0.12002366,0.00013050938,0.032666422,0.45272753,0.39055067,0.00027519176],"about_ca_topic_score_codex":0.00026248267,"about_ca_topic_score_gemma":0.00009504259,"teacher_disagreement_score":0.38870007,"about_ca_system_score_codex":0.00033815048,"about_ca_system_score_gemma":0.0007002542,"threshold_uncertainty_score":0.99983466},"labels":[],"label_agreement":null},{"id":"W2790966508","doi":"10.1080/14780887.2018.1442766","title":"Choosing to enter the darkness - <i>a researcher’s reflection on working with suicide survivors</i>: A collage of words and images","year":2018,"lang":"en","type":"article","venue":"Qualitative Research in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Taboo; Silence; Feeling; Meaning (existential); Constructive; Psychology; Aesthetics; Storytelling; Mythology; Face (sociological concept); Psychoanalysis; Visual arts; Narrative; Sociology; Social psychology; Psychotherapist; Process (computing); Literature; Art; Social science","score_opus":0.8880548850149637,"score_gpt":0.7849433347985472,"score_spread":0.10311155021641649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790966508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91099393,0.00017030608,0.0019386132,0.0145793175,0.0001392249,0.0010904591,0.000008941169,0.000022797993,0.071056396],"genre_scores_gemma":[0.9964874,0.00012001226,0.0020090335,0.00032520338,0.00019331567,0.00024812933,8.889798e-7,0.000024490844,0.00059154263],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.954046,0.041976236,0.00036925435,0.00061586197,0.0017339061,0.0012587546],"domain_scores_gemma":[0.9859823,0.012365479,0.00008555407,0.0004583011,0.00078721973,0.0003211495],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07345229,0.00013945712,0.00029771565,0.0008931622,0.00080344494,0.00011948786,0.00060989754,0.00013049423,0.000099600824],"category_scores_gemma":[0.010564774,0.00009970078,0.000029954806,0.0038142835,0.0062315087,0.00016543131,0.00019439207,0.0008994955,0.00003517093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007366022,0.0005540612,0.026926138,0.00006735995,0.00009231499,0.00005583312,0.8161504,0.0000026068956,0.029860677,0.039697886,0.0034881656,0.075738505],"study_design_scores_gemma":[0.0036784036,0.014213858,0.143039,0.0019670806,0.00001384961,0.000008137258,0.6187181,0.00005083638,0.021071833,0.09564096,0.10078135,0.00081661786],"about_ca_topic_score_codex":0.0059407516,"about_ca_topic_score_gemma":0.023120414,"teacher_disagreement_score":0.19743235,"about_ca_system_score_codex":0.00025678062,"about_ca_system_score_gemma":0.00037075675,"threshold_uncertainty_score":0.99776965},"labels":[],"label_agreement":null},{"id":"W2791360871","doi":"","title":"The Skinny On This Is My Body: Filmmmaking As Empowerment Intervention and Activism","year":2008,"lang":"en","type":"article","venue":"Visual Culture & Gender","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Filmmaking; Media literacy; Empowerment; Transformative learning; Video production; Pedagogy; Social media; Action research; Psychology; Sociology; Media studies; Visual arts; Gender studies; Art; Political science; Movie theater","score_opus":0.40531095812746354,"score_gpt":0.6040810949188475,"score_spread":0.198770136791384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791360871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91393566,0.00065546477,0.00024653485,0.0009304949,0.00041003848,0.00047826648,0.0000042884935,0.000095527364,0.08324372],"genre_scores_gemma":[0.9775559,0.000371637,0.00012754105,0.0007313493,0.00027885122,0.0000556546,0.0000018564801,0.000017161203,0.020860055],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99672043,0.0011537698,0.00021287052,0.00036234397,0.0009819767,0.0005686154],"domain_scores_gemma":[0.9990902,0.00024942393,0.0001024799,0.00018827544,0.00012247894,0.00024716623],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019494222,0.0001694866,0.00015877257,0.00005607916,0.0020234827,0.00018365648,0.00025388744,0.0001532005,0.00058882736],"category_scores_gemma":[0.0008383899,0.00011342369,0.0001236971,0.0002792239,0.0005620399,0.00023907321,0.00011895806,0.00037330677,0.00018491702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007139856,0.0013004463,0.009371495,0.000067258574,0.00050827215,0.00015957134,0.6494743,0.0000030294682,0.020145321,0.091747664,0.14227484,0.08423377],"study_design_scores_gemma":[0.0006070946,0.00064144685,0.023400938,0.000057751502,0.000029400087,0.000009926122,0.020213947,0.00013166231,0.010904249,0.003248874,0.940402,0.00035274104],"about_ca_topic_score_codex":0.00032753585,"about_ca_topic_score_gemma":0.00006264157,"teacher_disagreement_score":0.7981271,"about_ca_system_score_codex":0.00019529813,"about_ca_system_score_gemma":0.00018067996,"threshold_uncertainty_score":0.99927574},"labels":[],"label_agreement":null},{"id":"W2791634077","doi":"10.1177/1206331217753344","title":"Beyond Picturesque Decay: Detroit and the Photographic Sites of Confrontation Between Media and Residents","year":2018,"lang":"en","type":"article","venue":"Space and Culture","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Photography; Transformative learning; Narrative; Sociology; Scholarship; Citizen journalism; Agency (philosophy); Hegemony; Cityscape; Media studies; Abandonment (legal); Neglect; Subject (documents); Everyday life; Photovoice; Narrative inquiry; Lived experience; Aesthetics; Visual arts; Social science; Art; Psychology; Epistemology; Political science; Literature","score_opus":0.18631375495427832,"score_gpt":0.520371874512225,"score_spread":0.3340581195579467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791634077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99254614,0.0018202252,0.00006299518,0.001081789,0.000033555734,0.00019757103,0.000010295184,0.000010391717,0.004237006],"genre_scores_gemma":[0.9983124,0.0007712194,0.00035301546,0.000067808076,0.00019991136,0.0000065303384,0.0000020647997,0.0000033250815,0.00028369832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998789,0.0005003326,0.00008778556,0.00014048349,0.00030921426,0.0001731573],"domain_scores_gemma":[0.9992975,0.00034239926,0.000056462923,0.00007593648,0.00009966161,0.00012802653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013850419,0.000067485096,0.00014111713,0.000034056742,0.00036965177,0.00007015653,0.00008026823,0.00010234458,0.00002817637],"category_scores_gemma":[0.00057469564,0.00004149422,0.000018741961,0.000135641,0.0018271288,0.0001169884,0.000043275195,0.000111761365,0.0000013543753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017314663,0.000011873978,0.60382766,0.00003921853,0.0000849401,0.0000021227015,0.28607064,6.585645e-8,0.01076553,0.09201781,0.003999379,0.0030076012],"study_design_scores_gemma":[0.0018704819,0.0002453965,0.818411,0.00006178574,0.000120801174,0.0000013893024,0.03444166,0.000021084004,0.01890424,0.111076005,0.014621509,0.00022467398],"about_ca_topic_score_codex":0.0018164425,"about_ca_topic_score_gemma":0.0110913105,"teacher_disagreement_score":0.251629,"about_ca_system_score_codex":0.000008778105,"about_ca_system_score_gemma":0.000045545323,"threshold_uncertainty_score":0.67321324},"labels":[],"label_agreement":null},{"id":"W2791678346","doi":"","title":"Taken for granted: Material relations between disability and codes/guidelines","year":2016,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Agency (philosophy); Representation (politics); Disability studies; Set (abstract data type); Sociology; Motion (physics); Public relations; Political science; Computer science; Gender studies; Social science; Artificial intelligence; Law; Politics","score_opus":0.5194535990976205,"score_gpt":0.6092039791231876,"score_spread":0.08975038002556712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791678346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834438,0.000018388419,0.00014233486,0.0051819747,0.00013695093,0.00086848054,0.00022267627,0.000040941322,0.009944427],"genre_scores_gemma":[0.9938003,0.00058094057,0.0027648068,0.000021066775,0.0004910138,0.00027618452,0.000006129432,0.00002217598,0.0020374197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650633,0.0014152206,0.00047682255,0.00045980638,0.00030146085,0.0008403758],"domain_scores_gemma":[0.9937293,0.0053109345,0.000065415305,0.0003269319,0.0002244486,0.0003429644],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013635054,0.00010836025,0.00026842995,0.00011917324,0.000578579,0.00010655265,0.00032818175,0.0001665554,0.0001853837],"category_scores_gemma":[0.016926222,0.000087925706,0.00006292551,0.00015086443,0.002078809,0.00029741004,0.00015392606,0.00017560137,0.000009958679],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017355093,0.0000680551,0.48869395,0.0000255298,0.000032416145,0.0000014725625,0.0010070105,0.0000058218457,0.0018386355,0.008845554,0.00021984866,0.49908814],"study_design_scores_gemma":[0.0026812782,0.00045420585,0.44514728,0.00021523578,0.000022042215,9.936432e-7,0.0046542124,0.00088534935,0.002555842,0.047382083,0.49529594,0.0007055442],"about_ca_topic_score_codex":0.00048372505,"about_ca_topic_score_gemma":0.0029478709,"teacher_disagreement_score":0.4983826,"about_ca_system_score_codex":0.00063803996,"about_ca_system_score_gemma":0.00043336579,"threshold_uncertainty_score":0.99135464},"labels":[],"label_agreement":null},{"id":"W2792025690","doi":"10.26522/ssj.v11i2.1629","title":"The Epistemological and Ethical Value of Autophotography for Mobilities Research in Transcultural Contexts","year":2018,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Mobilities; Sociology; Objectivism; Reflexivity; Narrative; Epistemology; Autoethnography; Gaze; Constitution; Modernity; Aesthetics; Social science; Psychology; Psychoanalysis; Political science; Philosophy; Law; Linguistics","score_opus":0.8146064164512072,"score_gpt":0.7404790897191798,"score_spread":0.07412732673202749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792025690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98116726,0.0021773716,0.000048204918,0.0049519683,0.0005917595,0.0009779324,0.000010279228,0.000017063574,0.010058164],"genre_scores_gemma":[0.9976417,0.0008379553,0.00042726065,0.000078718156,0.00051075785,0.00031071928,1.4792961e-7,0.000005028323,0.00018773966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99285996,0.005264362,0.0003313117,0.00023595181,0.0006369019,0.00067152444],"domain_scores_gemma":[0.9838337,0.015306919,0.000045297467,0.000084008854,0.0006649022,0.00006518671],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.022740483,0.00008251173,0.00029317065,0.000085848245,0.0019587842,0.00003171418,0.00027899467,0.00022443043,0.000003763042],"category_scores_gemma":[0.019701516,0.0000568877,0.00006840257,0.0007273336,0.016753787,0.00004724668,0.00011659964,0.000579382,8.66227e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039464916,0.000059268576,0.0028268446,0.00023716222,0.00004380092,0.000003781613,0.33067092,3.4534935e-7,0.00031431558,0.6596571,0.001079908,0.004711873],"study_design_scores_gemma":[0.0010488362,0.0007065615,0.042558007,0.00012710084,0.00004490557,3.9684875e-7,0.74514306,0.000089608155,0.0002791765,0.19093943,0.01887958,0.0001833287],"about_ca_topic_score_codex":0.00080827135,"about_ca_topic_score_gemma":0.008165112,"teacher_disagreement_score":0.46871772,"about_ca_system_score_codex":0.0001451453,"about_ca_system_score_gemma":0.00017102997,"threshold_uncertainty_score":0.99934053},"labels":[],"label_agreement":null},{"id":"W2792432459","doi":"10.1080/14780887.2018.1442694","title":"Making spaces: multimedia storytelling as reflexive, creative praxis","year":2018,"lang":"en","type":"article","venue":"Qualitative Research in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University; University of Guelph","funders":"","keywords":"Reflexivity; Storytelling; Praxis; Creativity; Sociology; The arts; Space (punctuation); Aesthetics; Visual arts; Narrative; Epistemology; Psychology; Art; Computer science; Social psychology; Social science; Literature","score_opus":0.9233542324901118,"score_gpt":0.8334776100451727,"score_spread":0.0898766224449391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792432459","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33748534,0.000764185,0.00529621,0.008321713,0.00067133055,0.0014222803,0.000016892227,0.00012903252,0.645893],"genre_scores_gemma":[0.96243066,0.00040715054,0.031796597,0.0005353378,0.00085933344,0.00041038624,0.000003346976,0.00005021887,0.003506977],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93610954,0.05816406,0.00055143033,0.0009790385,0.002036813,0.0021591447],"domain_scores_gemma":[0.9827743,0.014399024,0.00015754675,0.0005763029,0.0015502896,0.00054252683],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.07240737,0.00021407241,0.00043582392,0.0012603129,0.0010886127,0.00012513656,0.0009837679,0.00035010694,0.0024837356],"category_scores_gemma":[0.037127037,0.00021412468,0.00008194756,0.0029701036,0.010864898,0.0004424106,0.00020913736,0.0014846792,0.0025312873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009344421,0.00041356735,0.0014223653,0.00002850583,0.0000658383,0.000121441495,0.82062244,7.978961e-7,0.0023555495,0.11293809,0.0044245487,0.056672383],"study_design_scores_gemma":[0.00118889,0.0022639174,0.0028171318,0.00026655986,0.0000047680633,0.0000020547793,0.4357503,0.00018802754,0.0009909665,0.23987195,0.3162301,0.00042533586],"about_ca_topic_score_codex":0.0036982677,"about_ca_topic_score_gemma":0.0033315527,"teacher_disagreement_score":0.642386,"about_ca_system_score_codex":0.00071796024,"about_ca_system_score_gemma":0.0010173675,"threshold_uncertainty_score":0.9984281},"labels":[],"label_agreement":null},{"id":"W2793608901","doi":"10.26522/ssj.v11i2.1661","title":"Visual Research and Social Justice – Guest Editors' Introduction","year":2018,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Social justice; Sociology; Economic Justice; Psychology; Law and economics; Political science; Law","score_opus":0.6992155639629891,"score_gpt":0.720966371993143,"score_spread":0.021750808030153834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793608901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63164455,0.0017186091,0.0002635241,0.04740625,0.14885925,0.0019722218,0.00003209963,0.0004147918,0.16768867],"genre_scores_gemma":[0.5786964,0.00041890616,0.00040522113,0.00018535476,0.4173624,0.00010748249,0.0000020092853,0.000026008038,0.0027962106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923318,0.00381058,0.00037390436,0.000589458,0.0016053194,0.0012889237],"domain_scores_gemma":[0.99534553,0.0024856213,0.00009904,0.00012408564,0.0017856347,0.00016006523],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.014478408,0.0001826639,0.000384715,0.0002758378,0.0070994645,0.00013533642,0.00034685113,0.000262545,0.00007867463],"category_scores_gemma":[0.019498313,0.00019582982,0.00004530968,0.0015573435,0.010139463,0.00040406678,0.00053711777,0.000779793,0.00015384912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024030855,0.0002486132,0.00039012698,0.00032662752,0.00008485807,0.0000186644,0.20619448,1.4260968e-7,0.0006194759,0.06543403,0.7221965,0.0042461753],"study_design_scores_gemma":[0.0004109972,0.00031803612,0.0016014619,0.000023000475,0.00014864272,5.3633886e-7,0.30363798,0.000016744125,0.00017269855,0.0045245234,0.6889015,0.0002438796],"about_ca_topic_score_codex":0.00034709007,"about_ca_topic_score_gemma":0.0013781985,"teacher_disagreement_score":0.26850313,"about_ca_system_score_codex":0.0007754268,"about_ca_system_score_gemma":0.00039314438,"threshold_uncertainty_score":0.99419314},"labels":[],"label_agreement":null},{"id":"W2794119538","doi":"10.26522/ssj.v11i2.1522","title":"Participatory Filmmaking Pedagogies in Schools: Tensions Between Critical Representation and Perpetuating Gendered and Heterosexist Discourses.","year":2018,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Filmmaking; Citizen journalism; Sociology; Narrative; Gender studies; Critical discourse analysis; Participatory action research; Media studies; Political science; Visual arts; Movie theater; Law; Politics","score_opus":0.8833697127065887,"score_gpt":0.7424608313225751,"score_spread":0.14090888138401358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794119538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99302876,0.0009708848,0.00014937628,0.0017769228,0.0004148635,0.0002489425,0.000008164099,0.000043832697,0.003358244],"genre_scores_gemma":[0.99654895,0.00024903403,0.0016771851,0.000098577446,0.0012670483,0.00007371058,6.644037e-7,0.000012805049,0.00007200838],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99624026,0.0018525271,0.00035885655,0.0003978407,0.00047613567,0.00067439204],"domain_scores_gemma":[0.9960085,0.003438772,0.000071081995,0.00010508397,0.0002341251,0.00014242159],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00357415,0.00013295733,0.0003433731,0.00012347834,0.0017743782,0.00010408189,0.00012350357,0.00010352399,0.00001047416],"category_scores_gemma":[0.04040265,0.00013682552,0.000027737335,0.00044248824,0.003853295,0.00038301534,0.00033883055,0.00034212213,0.000004644525],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006523576,0.000091649745,0.39933407,0.00026274731,0.000073576775,0.00006270192,0.56130236,0.000002015661,0.0005963423,0.022700068,0.00092440087,0.014584798],"study_design_scores_gemma":[0.0004019281,0.00007505752,0.24910973,0.00015255474,0.00011354722,5.5044916e-7,0.7413172,0.000167014,0.00006300919,0.007921709,0.00046206138,0.00021563843],"about_ca_topic_score_codex":0.0005940555,"about_ca_topic_score_gemma":0.0030631342,"teacher_disagreement_score":0.18001482,"about_ca_system_score_codex":0.00020338237,"about_ca_system_score_gemma":0.00015614279,"threshold_uncertainty_score":0.9995252},"labels":[],"label_agreement":null},{"id":"W2794759732","doi":"10.1080/09638288.2018.1457089","title":"Conducting participatory photography with children with disabilities: a literature review","year":2018,"lang":"en","type":"review","venue":"Disability and Rehabilitation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Citizen journalism; Photography; Participatory action research; Photo elicitation; Medicine; Optometry; Medical education; Physical medicine and rehabilitation; Sociology; Visual arts; Computer science; World Wide Web; Art","score_opus":0.49911351615108895,"score_gpt":0.5933003740314046,"score_spread":0.09418685788031561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794759732","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007893786,0.98610777,0.0000158494,0.00037180222,0.00007658783,0.0047603687,0.00009802199,0.00013450201,0.0005413439],"genre_scores_gemma":[0.0007157418,0.99521405,0.0018150827,0.00006326347,0.0002715887,0.0017146859,0.00008628827,0.00005659987,0.00006272325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885884,0.0076765353,0.00083391217,0.0011653332,0.00095590577,0.0007799021],"domain_scores_gemma":[0.9916199,0.0061698463,0.00038930215,0.0008764677,0.00044391662,0.0005005533],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0087399455,0.0005540787,0.0016780297,0.00012376819,0.00082949654,0.00021928157,0.000365029,0.0003841201,0.0001350028],"category_scores_gemma":[0.0097574,0.0003511792,0.00040522,0.0017822596,0.013424489,0.00061744556,0.00008151705,0.00069944223,0.000015757869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013724678,0.0010399342,0.049690194,0.24875131,0.0007040882,0.0000032108617,0.06070755,2.2240924e-7,1.8990387e-7,0.003938354,0.000886601,0.6341411],"study_design_scores_gemma":[0.00035910276,0.0015110469,0.0014413203,0.16423988,0.0014054726,0.000013515055,0.007640637,0.0000012148581,3.5195404e-7,0.00066285953,0.8217294,0.000995193],"about_ca_topic_score_codex":0.0002769612,"about_ca_topic_score_gemma":0.00091019715,"teacher_disagreement_score":0.8208428,"about_ca_system_score_codex":0.00033576263,"about_ca_system_score_gemma":0.00072462804,"threshold_uncertainty_score":0.999894},"labels":[],"label_agreement":null},{"id":"W2795126612","doi":"10.17169/fqs-19.2.2858","title":"Body-Map Storytelling as a Health Research Methodology: Blurred Lines Creating Clear Pictures","year":2017,"lang":"en","type":"article","venue":"Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Health Canada; Universidad Iberoamericana Ciudad de México","keywords":"Political science; Humanities; Art","score_opus":0.8858477905040407,"score_gpt":0.7542960031375698,"score_spread":0.13155178736647088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795126612","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35171387,0.0014222541,0.008373778,0.092767574,0.01876022,0.013316717,0.00010209612,0.0005687139,0.5129748],"genre_scores_gemma":[0.98154455,0.00017645962,0.007089583,0.00081388134,0.0053632525,0.0007651062,0.00000305181,0.000047169357,0.004196971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98146725,0.0067170993,0.001012155,0.0018768397,0.0054042633,0.0035224115],"domain_scores_gemma":[0.990748,0.004071349,0.0014347938,0.0009973805,0.001955058,0.0007934497],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10936178,0.0004393803,0.00091642176,0.0005271231,0.20017184,0.02486917,0.024432749,0.00033809076,0.00008438196],"category_scores_gemma":[0.033632047,0.00035337717,0.00040663377,0.0032639166,0.04634342,0.011404188,0.0057361783,0.0009908293,0.00003687495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000662285,0.00049652887,0.010252527,0.00015194519,0.00019824159,0.00003464303,0.2068847,0.00013750109,0.008906214,0.6442915,0.015542066,0.11244182],"study_design_scores_gemma":[0.0021880486,0.0010357413,0.07041327,0.000425971,0.00019502464,0.0000100239085,0.21659115,0.0016019978,0.011769746,0.061435297,0.6319793,0.0023544412],"about_ca_topic_score_codex":0.09450535,"about_ca_topic_score_gemma":0.010785229,"teacher_disagreement_score":0.62983066,"about_ca_system_score_codex":0.0019308144,"about_ca_system_score_gemma":0.016195297,"threshold_uncertainty_score":0.9998918},"labels":[],"label_agreement":null},{"id":"W2795316862","doi":"","title":"Participatory action research: Addressing domestic violence using a constructivist framework","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing & Care","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Sociology; Political science; Environmental planning; Epistemology; Geography; Anthropology","score_opus":0.9273691421302676,"score_gpt":0.7684803676951087,"score_spread":0.1588887744351588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795316862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819626,0.001190768,0.011582434,0.00023252435,0.002257873,0.00015369452,0.00000208855,0.000027162936,0.0025908505],"genre_scores_gemma":[0.9788396,0.000057012454,0.018786868,0.00003278373,0.0022462446,0.0000026716993,1.2242253e-7,0.00002159527,0.000013110605],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9923174,0.0042551253,0.0004557875,0.00021855767,0.0018774378,0.0008756948],"domain_scores_gemma":[0.9944441,0.0018197524,0.00036777015,0.00023550774,0.00258128,0.00055164436],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007617992,0.00012517915,0.00029677246,0.0004250642,0.0018047522,0.0002854464,0.00042301373,0.00018854772,0.00011273326],"category_scores_gemma":[0.015158441,0.000120239354,0.00011809723,0.0009916151,0.004192645,0.0006298149,0.000042422973,0.0010742535,0.000015703661],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004386883,0.0003060665,0.013729371,0.00010032053,0.00008398952,0.00025150855,0.21881837,0.000080845726,0.030792285,0.007476438,0.0005920377,0.7273301],"study_design_scores_gemma":[0.0015769851,0.002710247,0.029915148,0.038889155,0.0004092432,0.00035521138,0.7464233,0.002177223,0.034905486,0.12836918,0.013277811,0.000991015],"about_ca_topic_score_codex":0.00010343268,"about_ca_topic_score_gemma":0.000035242814,"teacher_disagreement_score":0.72633904,"about_ca_system_score_codex":0.0018937624,"about_ca_system_score_gemma":0.0021367634,"threshold_uncertainty_score":0.9994948},"labels":[],"label_agreement":null},{"id":"W2796381706","doi":"","title":"Framing/Reframing: Visual Sociology, Goffman & the Everyday 35th International Visual Sociology Conference 19-22 June 2017. Concordia University, Montreal, Canada","year":2017,"lang":"en","type":"article","venue":"Educational Research for Social Change","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Cognitive reframing; Framing (construction); Sociology; Media studies; Visual methods; Visual research; Social science; Social psychology; Visual arts; Psychology; Cognitive science; History; Art","score_opus":0.7137967764226767,"score_gpt":0.6541457192128537,"score_spread":0.059651057209823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796381706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6664617,0.00034843266,0.00020832651,0.29330897,0.0051284013,0.0021360472,0.00054172723,0.00004878102,0.031817615],"genre_scores_gemma":[0.9665799,0.00018212231,0.00009969596,0.00046654404,0.0056516947,0.00034794383,0.00014334792,0.000027210148,0.026501527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926076,0.003193419,0.0002884651,0.0006140659,0.0018174873,0.0014789854],"domain_scores_gemma":[0.9897299,0.0072347503,0.00031149318,0.00032743622,0.0018318755,0.00056457595],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009153113,0.00022521723,0.0003452081,0.00020359729,0.01099468,0.00035384353,0.0025207514,0.0003818084,0.0014345535],"category_scores_gemma":[0.015752027,0.00021662103,0.0001695843,0.00019169848,0.0079761725,0.0005776651,0.0007199469,0.00100108,0.0000612288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003385765,0.00045475908,0.022515344,0.00004128956,0.00030103422,0.000017500292,0.10278308,5.097901e-7,0.00022874452,0.4316309,0.43325287,0.008435378],"study_design_scores_gemma":[0.00059837656,0.00012909432,0.19716445,0.000014367228,0.000020192118,7.395543e-7,0.039080467,0.00023393318,0.00002020565,0.021381808,0.74108744,0.00026891957],"about_ca_topic_score_codex":0.7128939,"about_ca_topic_score_gemma":0.86006844,"teacher_disagreement_score":0.4102491,"about_ca_system_score_codex":0.0027243604,"about_ca_system_score_gemma":0.01600594,"threshold_uncertainty_score":0.9994783},"labels":[],"label_agreement":null},{"id":"W2801129086","doi":"10.1177/0002764218772672","title":"Arts and Mixed Methods Research: An Innovative Methodological Merger","year":2018,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"The arts; Transformative learning; Conceptual blending; Sociology; Conceptual framework; Social integration; Epistemology; Data science; Computer science; Management science; Psychology; Social science; Visual arts; Engineering; Pedagogy; Art; Cognition","score_opus":0.9270085133503567,"score_gpt":0.7910406550582494,"score_spread":0.13596785829210734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801129086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98582536,0.000033398326,0.005703571,0.000744978,0.0006254892,0.00038972285,0.000011934847,0.00012448011,0.0065410654],"genre_scores_gemma":[0.730942,0.000012354921,0.26770574,0.00013670082,0.00028856323,0.000073682175,0.0000031638644,0.00001740092,0.0008203953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97427225,0.021502167,0.00035312312,0.0008847475,0.0015524474,0.0014352805],"domain_scores_gemma":[0.99508995,0.0017951197,0.00016142798,0.0005025295,0.001454464,0.0009965041],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0519926,0.00018670563,0.0004216089,0.0004436472,0.0023690108,0.00039935595,0.0007358281,0.00010488689,0.0007225869],"category_scores_gemma":[0.008178344,0.00016210708,0.00005310901,0.005886881,0.02617962,0.0006067796,0.00048009225,0.0005264942,0.00009786104],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008131047,0.0004065872,0.016913809,0.0000024740314,0.000012385131,0.00003123967,0.019461768,8.082476e-8,0.10501705,0.021794843,0.002866857,0.8334116],"study_design_scores_gemma":[0.00041614266,0.0037840272,0.36398825,0.000024119901,0.000040303137,0.0000071027353,0.04692487,0.00010129635,0.036045395,0.005314834,0.54255706,0.0007966182],"about_ca_topic_score_codex":0.012063747,"about_ca_topic_score_gemma":0.0043932544,"teacher_disagreement_score":0.83261496,"about_ca_system_score_codex":0.00022839657,"about_ca_system_score_gemma":0.0004463254,"threshold_uncertainty_score":0.9989298},"labels":[],"label_agreement":null},{"id":"W2801219942","doi":"10.1080/14780887.2018.1442769","title":"Becoming new together: making meaning with newcomers through an arts-based ethnographic research design","year":2018,"lang":"en","type":"article","venue":"Qualitative Research in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Ethnography; The arts; Sociology; Meaning (existential); Qualitative research; Meaning-making; Psychology; Aesthetics; Visual arts; Anthropology; Art; Psychotherapist","score_opus":0.9751464108917182,"score_gpt":0.8439648143566313,"score_spread":0.13118159653508688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801219942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46397105,0.0007776333,0.30299097,0.030536553,0.0005272188,0.0038902438,0.000009510143,0.00031530732,0.19698149],"genre_scores_gemma":[0.83895546,0.00010249564,0.15903576,0.0006441019,0.00056397816,0.00034009697,0.000002503698,0.000081249986,0.00027438754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8766386,0.113478854,0.0006582016,0.0013659733,0.0038787082,0.0039796997],"domain_scores_gemma":[0.97250205,0.023557866,0.00014319972,0.000999225,0.0019663484,0.00083128083],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1795172,0.00028542982,0.0005290034,0.0022614289,0.002530122,0.00027717202,0.0016697302,0.00041469562,0.0007284291],"category_scores_gemma":[0.013907822,0.00026420513,0.00008131681,0.0082660075,0.012436627,0.001028509,0.00020191332,0.0028747655,0.0002539118],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002373784,0.00052241446,0.0036052854,0.00003489772,0.00007350356,0.00013073668,0.79048526,0.000030257388,0.003553782,0.161649,0.002825168,0.034715902],"study_design_scores_gemma":[0.0026627819,0.007413768,0.0014886912,0.00048218586,0.000007153487,0.0000028431627,0.50700694,0.00061934267,0.0014192484,0.42546138,0.052831583,0.0006040959],"about_ca_topic_score_codex":0.010327975,"about_ca_topic_score_gemma":0.016898217,"teacher_disagreement_score":0.37498438,"about_ca_system_score_codex":0.0006149996,"about_ca_system_score_gemma":0.0028454643,"threshold_uncertainty_score":0.999981},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2802246552","doi":"10.7939/r3bw32","title":"Spider weaving: STI/HIV prevention using popular theatre and action research in an indigenous community","year":2010,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weaving; Indigenous; Action (physics); Spider; Human immunodeficiency virus (HIV); Visual arts; Sociology; Art; Engineering; Medicine; Virology","score_opus":0.5369737752826601,"score_gpt":0.5694744753374413,"score_spread":0.03250070005478123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802246552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99139327,0.000015003789,0.000035609857,0.0003192634,0.00003835356,0.00023545834,0.0000013351547,0.000017358792,0.007944333],"genre_scores_gemma":[0.99601346,0.000029490571,0.0026719526,0.000007371374,0.00003610366,2.0015261e-7,0.0000068652716,0.000007816683,0.0012267269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946909,0.0044384054,0.00008992466,0.0001459119,0.0003204283,0.0003144053],"domain_scores_gemma":[0.9988861,0.00058389717,0.00004932853,0.00023866538,0.000043282067,0.000198736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270326,0.000058772283,0.00011996833,0.0002862916,0.0010428815,0.000053368007,0.00037465294,0.00014346735,0.00022326475],"category_scores_gemma":[0.00020951663,0.000071568815,0.000027683582,0.00045258377,0.0006691394,0.0019181102,0.00023481643,0.0007712852,0.000004572332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018918753,0.0006622573,0.79237676,0.000054838398,0.00001663741,0.000016455337,0.17882505,0.000012301937,0.009654773,0.004470013,0.00009504676,0.013626664],"study_design_scores_gemma":[0.0015224896,0.0007985473,0.6395019,0.00026223034,0.000041884574,0.0000039477964,0.2907398,0.002716773,0.0039049676,0.025583908,0.034392197,0.0005313107],"about_ca_topic_score_codex":0.073366724,"about_ca_topic_score_gemma":0.086710565,"teacher_disagreement_score":0.15287484,"about_ca_system_score_codex":0.00005154735,"about_ca_system_score_gemma":0.00040580344,"threshold_uncertainty_score":0.9328038},"labels":[],"label_agreement":null},{"id":"W2804952083","doi":"10.1177/1609406917752440","title":"The Life Story Board as a Tool for Qualitative Research","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Northern British Columbia","funders":"","keywords":"Context (archaeology); Narrative; Qualitative research; Interview; Psychology; Exploratory research; Visual research; Perspective (graphical); Semi-structured interview; Applied psychology; Social psychology; Visual arts; Sociology; Art; History; Social science","score_opus":0.9721546409028435,"score_gpt":0.867429741227049,"score_spread":0.10472489967579457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804952083","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12801014,0.0017595534,0.77928466,0.065616846,0.0059925816,0.0010706491,0.000047675916,0.000037361835,0.01818055],"genre_scores_gemma":[0.2643585,0.00030107892,0.7175194,0.001229968,0.0062925923,0.00022283151,0.0000015697055,0.00005511697,0.010018974],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.85835475,0.13594529,0.0009893591,0.00028115552,0.003651584,0.00077784323],"domain_scores_gemma":[0.82694167,0.15331334,0.00088726426,0.00027153007,0.018048417,0.00053777103],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.34477547,0.00014960475,0.00035016783,0.00046400537,0.0016758208,0.00034956963,0.0017569532,0.0001175444,0.00022056396],"category_scores_gemma":[0.34501946,0.00010715795,0.00030960995,0.00055836834,0.004751694,0.00058373273,0.00017192656,0.0008565301,0.00007393649],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011862669,0.00008034878,0.000014905744,0.00000497209,0.00044848153,0.00000557343,0.5693768,8.903156e-7,0.0020214836,0.36188018,0.013725959,0.051254105],"study_design_scores_gemma":[0.0004669727,0.00071731233,0.00009859134,0.00004150033,0.000014035813,0.0000015914597,0.32665026,0.00003499938,0.0022554898,0.23452717,0.4350945,0.00009757513],"about_ca_topic_score_codex":0.00031101552,"about_ca_topic_score_gemma":0.00014980281,"teacher_disagreement_score":0.42136854,"about_ca_system_score_codex":0.00066089205,"about_ca_system_score_gemma":0.0028632402,"threshold_uncertainty_score":0.99962384},"labels":[],"label_agreement":null},{"id":"W2805203302","doi":"10.7577/rerm.2781","title":"Braiding Designs for Decolonizing Research Methodologies: Theory, Practice, Ethics","year":2018,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Ottawa","funders":"","keywords":"Reciprocity (cultural anthropology); Sociology; Metaphor; Identity (music); Indigenous; Epistemology; Photovoice; Aesthetics; Social science; Visual arts; Linguistics; Art; Philosophy","score_opus":0.989697365200471,"score_gpt":0.8328065536573939,"score_spread":0.15689081154307716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805203302","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026740309,0.004103735,0.6955838,0.12089252,0.0054922784,0.0057683424,0.000047718517,0.00032749385,0.14104381],"genre_scores_gemma":[0.042908706,0.0008252891,0.9339999,0.0011438512,0.00575089,0.0022718266,0.000015769238,0.00011293394,0.012970844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.6367491,0.35245594,0.0010346603,0.0016137296,0.003940921,0.004205635],"domain_scores_gemma":[0.25722784,0.7268971,0.0002990309,0.0009090267,0.013708624,0.00095839554],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.61328465,0.00031456514,0.0007121538,0.0018190377,0.009396851,0.0005229415,0.0022850493,0.0010754594,0.0028303217],"category_scores_gemma":[0.9155453,0.0003251034,0.0002368651,0.0036556874,0.014507499,0.0010416764,0.0006716381,0.004080214,0.0006161991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064448576,0.00016024178,0.00016929973,0.000059449332,0.00012436968,0.0000026435748,0.108780615,0.0000033465435,0.008870111,0.82550263,0.017181003,0.038501818],"study_design_scores_gemma":[0.00026857684,0.0006672248,0.00018542648,0.00007873716,0.000018490739,0.0000074710233,0.11364299,0.000040837567,0.007538811,0.42735678,0.44995293,0.00024170737],"about_ca_topic_score_codex":0.0022088145,"about_ca_topic_score_gemma":0.0016134247,"teacher_disagreement_score":0.43277192,"about_ca_system_score_codex":0.0021102328,"about_ca_system_score_gemma":0.017379854,"threshold_uncertainty_score":0.9999201},"labels":[],"label_agreement":null},{"id":"W2805295131","doi":"10.1177/1609406918774133","title":"“Breaking the Silence” to Improve Cancer Survivorship Care for First Nations Peoples","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Survivorship curve; Indigenous; Nursing; Action plan; Health care; Cancer survivorship; Inclusion (mineral); Cancer; Medicine; Public relations; Psychology; Political science; Social psychology; Management","score_opus":0.8970326488901054,"score_gpt":0.7973660062656059,"score_spread":0.09966664262449942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805295131","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13861492,0.00074460317,0.8265776,0.022592667,0.005419226,0.0006948084,0.00015229698,0.00002115324,0.0051827324],"genre_scores_gemma":[0.7402032,0.00011405883,0.25593966,0.00046605236,0.0026482556,0.00016276678,0.0000010360516,0.000017449971,0.00044750396],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98939365,0.008375811,0.000543325,0.00018701369,0.0011455535,0.00035466728],"domain_scores_gemma":[0.9549154,0.03823849,0.00046901373,0.00012360096,0.006033205,0.00022026247],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02863576,0.000118812764,0.0002350459,0.00034041825,0.0010059589,0.00018772787,0.0011248242,0.00006173829,0.00022203827],"category_scores_gemma":[0.09100361,0.00008555011,0.00019628603,0.00049464405,0.0006692555,0.00035493379,0.00009961962,0.00019990299,0.000008270534],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022481926,0.000043498,0.00064253784,0.000026912117,0.00022813067,0.0000017675359,0.84518963,0.000036329548,0.002684248,0.10255788,0.00048720246,0.04787703],"study_design_scores_gemma":[0.0007003964,0.0006551539,0.0032213847,0.0004290803,0.00007355607,0.000002494299,0.717947,0.0001491406,0.02128164,0.032893524,0.22234862,0.0002979946],"about_ca_topic_score_codex":0.0029234756,"about_ca_topic_score_gemma":0.056093816,"teacher_disagreement_score":0.6015883,"about_ca_system_score_codex":0.0005460716,"about_ca_system_score_gemma":0.0012039102,"threshold_uncertainty_score":0.992464},"labels":[],"label_agreement":null},{"id":"W2805389804","doi":"10.1111/hex.12795","title":"Engaging youth in research planning, design and execution: Practical recommendations for researchers","year":2018,"lang":"en","type":"review","venue":"Health Expectations","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":223,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health","keywords":"Youth engagement; Context (archaeology); Positive Youth Development; Work (physics); Action research; Action (physics); Public relations; Psychology; Computer science; Knowledge management; Political science; Pedagogy; Engineering","score_opus":0.987890059732599,"score_gpt":0.8389313785436937,"score_spread":0.14895868118890532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805389804","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017782504,0.9706624,0.015112837,0.007912493,0.00019370305,0.004804354,0.000058984664,0.00006414829,0.001189312],"genre_scores_gemma":[0.000025448626,0.90528405,0.090452105,0.0000495846,0.0004036786,0.003310004,0.00007889442,0.00004531491,0.00035092555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9654726,0.030599788,0.00080676866,0.0006607437,0.0009578375,0.0015022748],"domain_scores_gemma":[0.9736513,0.024479995,0.00024702813,0.00031450024,0.0005321196,0.0007750763],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.032636907,0.00019445129,0.00071773835,0.0011940616,0.0033234023,0.0002570948,0.0003235159,0.00028920957,0.000068564565],"category_scores_gemma":[0.037853435,0.00019856705,0.000101110345,0.0019814891,0.0009962963,0.00033021992,0.00011476988,0.0014904798,0.00004554337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058078203,0.00026914346,0.000009222937,0.0046535623,0.00006302878,0.0000094579955,0.41258848,0.0000016684239,6.757467e-8,0.032597654,0.06289319,0.48685643],"study_design_scores_gemma":[0.00014478917,0.0002175088,0.0000013228071,0.0033360505,0.000023856455,8.7178e-7,0.14314687,0.00009577481,1.6861904e-7,0.0013599399,0.85152936,0.00014351707],"about_ca_topic_score_codex":0.0007916705,"about_ca_topic_score_gemma":0.0004729511,"teacher_disagreement_score":0.78863615,"about_ca_system_score_codex":0.0015630013,"about_ca_system_score_gemma":0.012023994,"threshold_uncertainty_score":0.99797416},"labels":[],"label_agreement":null},{"id":"W2806253025","doi":"","title":"Two-Eyed Seeing: A research approach and a way of living.","year":2018,"lang":"en","type":"article","venue":"Antistasis","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science","score_opus":0.7496024877686379,"score_gpt":0.690155646298665,"score_spread":0.05944684146997292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806253025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80739945,0.00028621455,0.0009570658,0.0002119431,0.00006273651,0.00025282288,0.0000068287977,0.000036624708,0.19078632],"genre_scores_gemma":[0.9892952,0.00006878572,0.009295775,0.000022405613,0.00019451608,0.000020111795,2.6498347e-7,0.000010967494,0.0010919925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9953799,0.0026327167,0.00018258311,0.0002775343,0.0009084355,0.000618793],"domain_scores_gemma":[0.9969273,0.0020964288,0.000049266175,0.0002497073,0.00043457255,0.00024273296],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0134635335,0.00006946578,0.00018723069,0.00020092934,0.0006848804,0.00008525139,0.00030211918,0.00007018384,0.00019737727],"category_scores_gemma":[0.012263088,0.00006589325,0.000036635018,0.00090615056,0.0027211295,0.00016322185,0.00020356981,0.00018915514,0.00003520548],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016937895,0.00088439207,0.1535817,0.00025959557,0.00018264679,0.000035510533,0.17567556,4.0647458e-7,0.036271825,0.43602967,0.01377114,0.18313816],"study_design_scores_gemma":[0.0015824147,0.00297486,0.38804144,0.0011705835,0.00013118239,0.00001469421,0.13075985,0.0045402595,0.06906447,0.023858456,0.3762622,0.0015995974],"about_ca_topic_score_codex":0.0038032525,"about_ca_topic_score_gemma":0.0006415044,"teacher_disagreement_score":0.4121712,"about_ca_system_score_codex":0.000053579795,"about_ca_system_score_gemma":0.00025688036,"threshold_uncertainty_score":0.9999929},"labels":[],"label_agreement":null},{"id":"W2808120738","doi":"10.15273/jue.v2i1.8117","title":"Opening Doors and Sitting on Floors: Public Events in Private Spaces: the (re)-appropriation of space through grassroots events in Halifax","year":2012,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Appropriation; Grassroots; Doors; Public space; Event (particle physics); Space (punctuation); Session (web analytics); Boundary (topology); Public relations; Sociology; Media studies; Political science; Advertising; Engineering; Business; Architectural engineering; Politics; Computer science; Law","score_opus":0.4325441802270636,"score_gpt":0.5493097333443087,"score_spread":0.11676555311724507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808120738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98464507,0.000457691,0.002777606,0.010163182,0.00054305495,0.000860677,0.0000034900863,0.000017432461,0.00053181464],"genre_scores_gemma":[0.9955257,0.00054789364,0.003502283,0.000088231325,0.00019171892,0.00006137586,0.0000019176223,0.000026091224,0.000054745924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938029,0.0030982122,0.00064766424,0.00025164065,0.0011188822,0.001080691],"domain_scores_gemma":[0.9972671,0.0015162774,0.0005658296,0.00020042942,0.0001601148,0.00029024357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017798765,0.00020635505,0.00035783762,0.0006361848,0.00079053297,0.000090090674,0.00046037952,0.00016207654,0.000006631914],"category_scores_gemma":[0.0041230633,0.00015570078,0.00019163424,0.0018577909,0.00027897322,0.0014486129,0.000106746586,0.00076042325,0.0000021634296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001559698,0.00035832252,0.92162865,0.00005936828,0.000092850794,0.0000018327061,0.045888513,0.00011280703,0.0006997696,0.02680579,0.00011687491,0.0040792753],"study_design_scores_gemma":[0.0045953603,0.00065048615,0.5834286,0.0012659369,0.00008144499,0.0000058457736,0.07185474,0.0008534972,0.0022561834,0.3224142,0.011842437,0.00075124175],"about_ca_topic_score_codex":0.00089728483,"about_ca_topic_score_gemma":0.0019228836,"teacher_disagreement_score":0.3382,"about_ca_system_score_codex":0.00020171382,"about_ca_system_score_gemma":0.00017277467,"threshold_uncertainty_score":0.63492936},"labels":[],"label_agreement":null},{"id":"W2809194319","doi":"","title":"The Noojamadaa Project: using visual research methods to elicit Indigenous women’s perspectives on healthy relationships and support reconciliation in Canada","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Visual research; Visual methods; Gender studies; Psychology; Political science; Sociology; Visual arts; Cognitive science; Ecology; Art; Biology","score_opus":0.7099290721682066,"score_gpt":0.7112477674555614,"score_spread":0.001318695287354843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809194319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662205,0.000244317,0.000043401633,0.0006100322,0.00044952752,0.0024214417,0.0000120307905,0.000022256192,0.029976472],"genre_scores_gemma":[0.96067464,0.00082491286,0.00487089,0.00013307268,0.00039727296,0.0014376589,0.000030862644,0.0000786045,0.031552076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9809568,0.014047103,0.000578249,0.00074892445,0.00209985,0.0015690706],"domain_scores_gemma":[0.9911542,0.0066736215,0.00028054565,0.0004464149,0.0009275899,0.00051761675],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05173689,0.00023631919,0.00040827016,0.0007138039,0.0059532425,0.0005003907,0.0006256309,0.00032235193,0.000093669194],"category_scores_gemma":[0.039225284,0.0002008703,0.000036973535,0.00091910054,0.00026341583,0.00026340655,0.00006165652,0.0017332878,0.00001024021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010099857,0.000112215916,0.009892459,0.000090041205,0.00005437411,0.000019098294,0.84578645,0.000014601064,0.00031234807,0.0060476884,0.00061169005,0.13604906],"study_design_scores_gemma":[0.00022893981,0.00047669836,0.07813635,0.000100989826,0.00000759711,4.844721e-7,0.89362705,0.00023870611,0.00026443356,0.0010607751,0.025515001,0.00034299374],"about_ca_topic_score_codex":0.96092784,"about_ca_topic_score_gemma":0.9972431,"teacher_disagreement_score":0.13570607,"about_ca_system_score_codex":0.015078995,"about_ca_system_score_gemma":0.047808833,"threshold_uncertainty_score":0.9953409},"labels":[],"label_agreement":null},{"id":"W2810122410","doi":"10.1188/18.onf.427-428","title":"Taking Photos of Presentations: Dissemination or Distraction?","year":2018,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Distraction; Medicine; Social media; Chord (peer-to-peer); Phenomenon; Internet privacy; Advertising; World Wide Web; Computer science; Psychology; Cognitive psychology","score_opus":0.5177600691421701,"score_gpt":0.7153394534679313,"score_spread":0.19757938432576116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810122410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5914027,0.000069729685,0.019051945,0.010329956,0.0020221923,0.00070867315,0.000010645266,0.0001185617,0.37628558],"genre_scores_gemma":[0.99324214,0.000012430099,0.0039161337,0.00003566981,0.000226091,0.000037294503,0.0000027028127,0.0000075656158,0.0025199747],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982126,0.000742585,0.00020215286,0.00014996342,0.00032283776,0.00036986958],"domain_scores_gemma":[0.9982919,0.0010426034,0.00021016118,0.00011669604,0.00023100851,0.000107616885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001554804,0.0000558124,0.00012913483,0.00009961394,0.00060127693,0.000023543242,0.00016215382,0.00011440777,0.0009488036],"category_scores_gemma":[0.0043318174,0.000051558723,0.000034943532,0.00037696448,0.0016510814,0.00027002738,0.000016537895,0.000108352615,0.000028883329],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005383352,0.0011235293,0.019923922,0.00001950663,0.0000437678,0.000010819951,0.062448766,0.0000026780963,0.046498843,0.056806285,0.025605375,0.7869782],"study_design_scores_gemma":[0.0012563522,0.003248904,0.1643855,0.000600712,0.00014597813,0.000014975595,0.16435765,0.0024118654,0.14028493,0.027182054,0.4955863,0.00052476424],"about_ca_topic_score_codex":0.00030156077,"about_ca_topic_score_gemma":0.001363726,"teacher_disagreement_score":0.7864534,"about_ca_system_score_codex":0.00042820358,"about_ca_system_score_gemma":0.00058864686,"threshold_uncertainty_score":0.9999645},"labels":[],"label_agreement":null},{"id":"W2811037761","doi":"10.3138/cjpe.31106","title":"Expanding the Role of Digital Photographs in Evaluation Practice: Documenting, Sense-Making, and Imagining","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sense (electronics); Psychology; Aesthetics; Art; Engineering","score_opus":0.46381908807601513,"score_gpt":0.65529785512173,"score_spread":0.19147876704571487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811037761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97245294,0.0012794941,0.00010937299,0.00050011266,0.00020802938,0.0011527891,0.0000015537528,0.000005381073,0.024290312],"genre_scores_gemma":[0.9978719,0.000011991628,0.0018497616,0.000023272445,0.00018120672,0.00004695659,9.574414e-7,0.00000726147,0.000006697115],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99564254,0.0022300163,0.0004003947,0.00011848295,0.0012515195,0.0003570432],"domain_scores_gemma":[0.99677527,0.0004787457,0.00049551093,0.0001008171,0.0019073905,0.0002422424],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03230811,0.00007021766,0.0001246911,0.00039505088,0.0003692464,0.00038707306,0.00014501551,0.000052026404,0.0001467658],"category_scores_gemma":[0.020564286,0.000059287082,0.000044459597,0.00064518163,0.0006538678,0.0010693879,0.000013658294,0.00019768033,0.0000019247698],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027624299,0.000030793628,0.07030805,0.0000041241015,0.000032605218,0.000004289312,0.07106406,0.000017045862,0.00045590717,0.0005884303,0.000026001886,0.85744107],"study_design_scores_gemma":[0.00443378,0.0025947304,0.10182411,0.0011460019,0.0010356819,0.00012127483,0.5633338,0.08467016,0.0052795825,0.10332368,0.13146165,0.0007755229],"about_ca_topic_score_codex":0.004389246,"about_ca_topic_score_gemma":0.029917112,"teacher_disagreement_score":0.85666555,"about_ca_system_score_codex":0.00037087998,"about_ca_system_score_gemma":0.0032865156,"threshold_uncertainty_score":0.99644244},"labels":[],"label_agreement":null},{"id":"W2869603312","doi":"10.1177/1049732318786485","title":"Facilitating Interviews in Qualitative Research With Visual Tools: A Typology","year":2018,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Sunny Hill Health Centre for Children; University of British Columbia","funders":"Sunny Hill Foundation; University of British Columbia; Canadian Child Health Clinician Scientist Program","keywords":"Typology; Qualitative research; Confidentiality; Visual methods; Qualitative property; Psychology; Computer science; Applied psychology; Sociology; Social science; Cognitive science","score_opus":0.982837245293644,"score_gpt":0.8714137445543972,"score_spread":0.11142350073924678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2869603312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9004463,0.0009592114,0.0037537527,0.0256419,0.00020045773,0.003883185,0.000079836616,0.00012951915,0.064905845],"genre_scores_gemma":[0.9811288,0.00018041037,0.013153446,0.00047321987,0.00043305688,0.0012943009,0.000013472444,0.000059398684,0.0032638635],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.67747766,0.30958205,0.0012841448,0.0012720183,0.005619314,0.0047648083],"domain_scores_gemma":[0.8845785,0.10639203,0.00026076104,0.00068995846,0.006513356,0.0015653722],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.38918793,0.00028913212,0.0008370422,0.0022274742,0.0034178242,0.00030651537,0.0011420252,0.0002793101,0.0009238774],"category_scores_gemma":[0.13204233,0.00025221388,0.000083476734,0.0077161356,0.015300743,0.00085032906,0.00051118527,0.0033868086,0.0011990904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006730349,0.00030929552,0.0002168683,0.00016643951,0.000026362855,0.000019184838,0.83028513,3.4192865e-7,0.00013109058,0.13067842,0.0028801733,0.034613647],"study_design_scores_gemma":[0.00075302436,0.0057060705,0.0007635642,0.00035920777,9.942888e-7,7.6421804e-7,0.9150465,0.000112291986,0.00014173661,0.02790465,0.04897442,0.00023676254],"about_ca_topic_score_codex":0.045544036,"about_ca_topic_score_gemma":0.085898854,"teacher_disagreement_score":0.25714558,"about_ca_system_score_codex":0.0029184034,"about_ca_system_score_gemma":0.007829994,"threshold_uncertainty_score":0.999993},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2884134870","doi":"10.20360/langandlit29408","title":"Raising Awareness and Addressing Elder Abuse in the LGBT Community: An Intergenerational Arts Project","year":2018,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Dissemination; The arts; Elder abuse; Sociology; Raising (metalworking); Medical education; Political science; Psychology; Medicine; Suicide prevention; Poison control; Engineering; Geography","score_opus":0.6111617998698006,"score_gpt":0.6518540474804905,"score_spread":0.0406922476106899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884134870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662256,0.00034806345,0.0003482853,0.00009386899,0.00004833574,0.00013349815,0.0000029953967,0.00001604944,0.002386346],"genre_scores_gemma":[0.9980193,0.00002126644,0.0010310375,0.0004948852,0.0002882135,0.000017071843,0.0000059989716,0.000005204194,0.000117049814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99687946,0.002507505,0.0001103571,0.00011049364,0.00018264737,0.0002095147],"domain_scores_gemma":[0.9992741,0.00042749548,0.00002805044,0.00015104406,0.00006000766,0.000059301034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031472994,0.00006113171,0.0000794935,0.000075251926,0.00080125895,0.00035559473,0.00012814093,0.00003836868,0.00006423306],"category_scores_gemma":[0.00049301214,0.00004410558,0.000010655983,0.00018772832,0.00034018946,0.00059989764,0.00004172098,0.00019190524,0.000001407894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018690109,0.000059351143,0.010785752,0.000010742281,0.0000032927671,0.000020935491,0.94626915,5.887569e-8,0.0011188784,0.001516669,0.000047673257,0.040148772],"study_design_scores_gemma":[0.0019862298,0.00086824765,0.23010385,0.0008767162,0.000048044913,0.00004828594,0.6424414,0.0027741932,0.00582735,0.00956166,0.10448961,0.0009744492],"about_ca_topic_score_codex":0.006126377,"about_ca_topic_score_gemma":0.007265019,"teacher_disagreement_score":0.30382782,"about_ca_system_score_codex":0.00001266974,"about_ca_system_score_gemma":0.000074411226,"threshold_uncertainty_score":0.926129},"labels":[],"label_agreement":null},{"id":"W2888067112","doi":"10.1177/1609406918790681","title":"Reflections on Using Participant-Generated, Digital Photo-Elicitation in Research With Young Canadians About Their First Part-Time Jobs","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Guelph; Brock University","funders":"","keywords":"Photo elicitation; Participant observation; Focus group; Work (physics); Process (computing); Psychology; Requirements elicitation; Public relations; Sociology; Medical education; Computer science; Knowledge management; Political science; Social science; Medicine; Engineering","score_opus":0.9716036963793145,"score_gpt":0.8064029221254904,"score_spread":0.16520077425382418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888067112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9190673,0.000104580795,0.05566029,0.0025445865,0.0010568087,0.00035978155,0.00007386732,0.000021142503,0.021111596],"genre_scores_gemma":[0.9401655,0.00003796964,0.05765562,0.0001731491,0.0011481642,0.000033385524,0.0000037021468,0.00003204244,0.00075046316],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9783976,0.017940842,0.0008095583,0.00029245592,0.0018462724,0.0007132428],"domain_scores_gemma":[0.9870744,0.007676957,0.00042736589,0.00015940006,0.004253199,0.00040868993],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042419765,0.00017280158,0.00035283237,0.0011137499,0.0006747538,0.00040784385,0.00064180314,0.00010915079,0.00032782924],"category_scores_gemma":[0.020359159,0.00014035702,0.000103691316,0.0013023476,0.0015510161,0.0008895183,0.00005408291,0.00068509876,0.00003591323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016804266,0.00056305766,0.0025035038,0.00001065003,0.0006368361,0.00015927712,0.91778433,0.0006922913,0.019683879,0.030248718,0.0009308524,0.025106154],"study_design_scores_gemma":[0.004238135,0.006023638,0.012100773,0.0021426617,0.000104611165,0.00010748219,0.67460614,0.0121321585,0.03945052,0.060874734,0.18691091,0.0013082058],"about_ca_topic_score_codex":0.009660894,"about_ca_topic_score_gemma":0.028048776,"teacher_disagreement_score":0.24317819,"about_ca_system_score_codex":0.0014328866,"about_ca_system_score_gemma":0.0016389443,"threshold_uncertainty_score":0.9969339},"labels":[],"label_agreement":null},{"id":"W2888446680","doi":"10.1080/00393541.2018.1479824","title":"Arts-Based Research and the Discourse of Danger","year":2018,"lang":"en","type":"article","venue":"Studies in Art Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"The arts; Sociology; Political science; Visual arts; Linguistics; Art; Philosophy","score_opus":0.8854491725499665,"score_gpt":0.7913269453373952,"score_spread":0.09412222721257124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888446680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92484874,0.0012118353,0.000035057077,0.011829327,0.0005257401,0.00042198182,6.6299896e-7,0.000007049614,0.06111961],"genre_scores_gemma":[0.99617106,0.00020542293,0.00051543204,0.00007189889,0.00031093924,0.00015670808,2.7550763e-7,0.00000309651,0.0025651732],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99772424,0.0013711781,0.0001250159,0.000119727694,0.00042767054,0.00023215397],"domain_scores_gemma":[0.99739736,0.0018592455,0.000034619436,0.00015810637,0.0005059183,0.00004473294],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011893171,0.000036205725,0.00010105765,0.000106635955,0.00047369787,0.000016655875,0.00013399927,0.000021432668,0.00004312058],"category_scores_gemma":[0.009147381,0.00002430424,0.000012432405,0.00047725925,0.009447435,0.000076129334,0.000067662106,0.000107637665,0.000020093301],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030351945,0.0006025045,0.057845168,0.00006909051,0.00004709807,5.258717e-7,0.46011555,9.091596e-7,0.00046914272,0.37190866,0.060604233,0.0480336],"study_design_scores_gemma":[0.0011601665,0.00037506907,0.049600113,0.0003236247,0.000018008424,1.8312977e-7,0.5521259,0.00014791751,0.0033248262,0.1327357,0.26000577,0.00018271785],"about_ca_topic_score_codex":0.00037422893,"about_ca_topic_score_gemma":0.0024405695,"teacher_disagreement_score":0.23917297,"about_ca_system_score_codex":0.000099166406,"about_ca_system_score_gemma":0.0005798216,"threshold_uncertainty_score":0.999199},"labels":[],"label_agreement":null},{"id":"W2889788939","doi":"10.1111/cag.12460","title":"Exploring Indigenous youth perspectives of mobility and social relationships: A Photovoice approach","year":2018,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"AIDS Vancouver; University of Toronto; British Columbia Centre on Substance Use","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Photovoice; Psychological resilience; Context (archaeology); Urbanization; Social mobility; Geography; Population; Sociology; Empowerment; Mobilities; Economic growth; Psychology; Social psychology; Demography; Social science","score_opus":0.414740551128785,"score_gpt":0.42528270202259666,"score_spread":0.010542150893811664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889788939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98910564,0.0010124635,0.000018965464,0.00021622048,0.00019146196,0.00062157336,0.00018686139,0.00008518794,0.008561598],"genre_scores_gemma":[0.9979206,0.00069674506,0.0007953343,0.00004376002,0.00027914808,0.00016467241,0.00001219782,0.000031185038,0.000056389115],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959794,0.0011396498,0.00037664134,0.0005946529,0.00048071702,0.0014289342],"domain_scores_gemma":[0.9973055,0.00039355626,0.00014977688,0.00034908624,0.0006277134,0.0011743446],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0030393093,0.0002652466,0.00040261293,0.0029601434,0.0037206514,0.0001246093,0.0004759916,0.00019367423,0.00003925437],"category_scores_gemma":[0.0013646228,0.00029718736,0.00018126148,0.0051020253,0.010932961,0.0006393571,0.000060931678,0.00038324742,0.0000023064665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003668842,0.00006262054,0.17016852,0.00006305257,0.00014609507,0.000006139535,0.7972214,8.4609087e-7,0.000041094936,0.02940027,0.00007606839,0.0027772072],"study_design_scores_gemma":[0.0001734408,0.00013179374,0.2248133,0.000020742145,0.000055437216,0.0000017308292,0.76867,0.000007132265,0.000046527086,0.0012405892,0.004515255,0.00032400966],"about_ca_topic_score_codex":0.8436471,"about_ca_topic_score_gemma":0.98534787,"teacher_disagreement_score":0.14170073,"about_ca_system_score_codex":0.00023399678,"about_ca_system_score_gemma":0.00083736,"threshold_uncertainty_score":0.999948},"labels":[],"label_agreement":null},{"id":"W2889872946","doi":"10.18432/ari29378","title":"Too Subtle for Words: Doing Wordless Narrative Research","year":2018,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Embodied cognition; Storytelling; Presentation (obstetrics); Psychology; Narrative inquiry; Aesthetics; Visual arts; Art; Literature; Epistemology; Philosophy","score_opus":0.8088166468389539,"score_gpt":0.7448641211841651,"score_spread":0.06395252565478882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889872946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7012069,0.00029545065,0.0286743,0.05546814,0.0030633784,0.0019163399,0.00007364201,0.00011227097,0.20918956],"genre_scores_gemma":[0.95836926,0.00022636476,0.010271721,0.000094233656,0.0062532835,0.00035387595,0.000011150082,0.000055232947,0.024364907],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9845688,0.006191844,0.00067627005,0.00065310876,0.0055424054,0.0023675798],"domain_scores_gemma":[0.9865037,0.0054145115,0.00011717505,0.00033659278,0.00650334,0.0011246707],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.057746995,0.00021738873,0.00031223331,0.0014205903,0.008321815,0.0011653246,0.002298261,0.00020383322,0.0035610416],"category_scores_gemma":[0.005777558,0.00020051733,0.00026192536,0.0017148469,0.00461917,0.0014765447,0.00037685665,0.0022571639,0.0006292317],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031437522,0.0011618816,0.0016975218,0.000042371357,0.00040420372,0.00024151248,0.71746486,0.00003987157,0.008499943,0.11110379,0.12545073,0.030749578],"study_design_scores_gemma":[0.0016751748,0.0016773307,0.001485762,0.00027941947,0.000010795305,0.000047027832,0.19541313,0.0016314113,0.002243128,0.11790346,0.6772545,0.00037887052],"about_ca_topic_score_codex":0.000086248605,"about_ca_topic_score_gemma":0.0019461159,"teacher_disagreement_score":0.55180377,"about_ca_system_score_codex":0.0011942578,"about_ca_system_score_gemma":0.0024857335,"threshold_uncertainty_score":0.99987155},"labels":[],"label_agreement":null},{"id":"W2890059030","doi":"10.1016/j.healthplace.2018.09.007","title":"“If walls could talk”: A photo-elicitation-based observation of service users' perceptions of the care setting and of its influence on the therapeutic alliance in addiction treatment","year":2018,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Alliance; Addiction; Motivational interviewing; Addiction treatment; Interview; Perception; Psychology; Psychotherapist; Service (business); Qualitative research; Therapeutic relationship; Medicine; Psychiatry; Sociology; Business; Political science; Marketing; Psychological intervention","score_opus":0.3287056355391635,"score_gpt":0.5574550811459106,"score_spread":0.2287494456067471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890059030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939324,0.00021455291,0.000035762532,0.0047024656,0.000035228444,0.00092327956,0.000038818627,0.000007925374,0.000109536646],"genre_scores_gemma":[0.9981681,0.00013912028,0.00027591846,0.0012739915,0.000018630537,0.0000868081,0.0000020742925,0.000005643179,0.000029715637],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99737555,0.0015571951,0.0002903444,0.000141127,0.0004228445,0.00021294113],"domain_scores_gemma":[0.9976338,0.0014317291,0.0002749691,0.00018493424,0.0004158727,0.000058682992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018382553,0.00007280454,0.00014010277,0.000040063987,0.00033482438,0.0000085468755,0.00015275757,0.000055521534,0.000033511278],"category_scores_gemma":[0.00075860135,0.00004954277,0.000025939213,0.0005867496,0.0003014149,0.00009756281,0.00001376205,0.00009937815,0.0000018936843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005309609,0.00047037227,0.30754232,0.0008001232,0.000052095475,4.645896e-7,0.60733706,0.004444182,0.0525963,0.0046122703,0.00012616708,0.021487672],"study_design_scores_gemma":[0.0005627138,0.00064764445,0.9340951,0.00066189753,0.000015249958,8.6135564e-8,0.036750402,0.014901603,0.010616585,0.00007635983,0.0015945983,0.000077744786],"about_ca_topic_score_codex":0.009898779,"about_ca_topic_score_gemma":0.024158359,"teacher_disagreement_score":0.6265528,"about_ca_system_score_codex":0.00033033636,"about_ca_system_score_gemma":0.00091617944,"threshold_uncertainty_score":0.9966944},"labels":[],"label_agreement":null},{"id":"W2890391162","doi":"10.46743/2160-3715/2018.3482","title":"Qualitative Methods and Respectful Praxis: Researching With Youth","year":2018,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Praxis; Qualitative research; Sociology; Context (archaeology); Research ethics; Theme (computing); Youth studies; Engineering ethics; Social science; Political science; Gender studies; Law","score_opus":0.9083350650994494,"score_gpt":0.8258684962249946,"score_spread":0.0824665688744548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890391162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7855469,0.00029303276,0.073449805,0.005602002,0.0001319149,0.0009754626,0.000019571757,0.00015717642,0.13382414],"genre_scores_gemma":[0.89629936,0.000031064814,0.095888436,0.00014302452,0.0003952206,0.00011164193,0.0000029119299,0.00003702986,0.007091326],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9359253,0.060500357,0.0005224659,0.00057764153,0.0016214598,0.0008527964],"domain_scores_gemma":[0.98296154,0.014556275,0.00037855236,0.00061056437,0.0010751314,0.00041795732],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14115721,0.00019469853,0.0003568711,0.00015539106,0.0018085073,0.00019698325,0.00043186735,0.00008396942,0.000112874506],"category_scores_gemma":[0.04719453,0.00012046429,0.000059296948,0.0009625556,0.0075753164,0.00040230074,0.00020181564,0.0005165817,0.000040000614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030216872,0.00003196567,0.00012144113,0.000010324371,0.000100172816,0.00005156031,0.9238727,1.4282107e-7,0.00058338686,0.07151105,0.00018835455,0.0032267245],"study_design_scores_gemma":[0.00021696882,0.00066843507,0.0005728715,0.00006127809,0.000030371024,0.000014583498,0.92210686,0.000018302439,0.0020754768,0.062066197,0.011962511,0.00020613923],"about_ca_topic_score_codex":0.005084546,"about_ca_topic_score_gemma":0.0014424489,"teacher_disagreement_score":0.12673281,"about_ca_system_score_codex":0.00019219084,"about_ca_system_score_gemma":0.00094176386,"threshold_uncertainty_score":0.999491},"labels":[],"label_agreement":null},{"id":"W2890655827","doi":"","title":"“Affecting” Change through Participants’ Images of Their Settlement Experience in a Small Canadian City","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Geography; Computer science; World Wide Web","score_opus":0.6269200124482522,"score_gpt":0.5721136344856118,"score_spread":0.05480637796264043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890655827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849856,0.0005593776,0.00003347895,0.0017926635,0.00090080645,0.0008266541,0.00016168786,0.000047931553,0.010691829],"genre_scores_gemma":[0.99678856,0.00009562794,0.0009963574,0.00057934807,0.00040279137,0.00030553635,0.0000061260776,0.000024413182,0.0008012321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940392,0.0025470345,0.0006941312,0.00058019406,0.00040213036,0.0017373068],"domain_scores_gemma":[0.9968344,0.0012923641,0.00041028904,0.00056034466,0.00042182996,0.0004808013],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005095002,0.00028571422,0.00072988257,0.0003437903,0.0004943276,0.0000295414,0.0009978293,0.0002810229,0.0012751652],"category_scores_gemma":[0.0024783553,0.00026739898,0.00014427092,0.0006880533,0.007606704,0.0003558992,0.0002573177,0.0004433188,0.000060356204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015086804,0.00035278744,0.60888535,0.00008939713,0.00016493567,0.000034147502,0.3630751,0.0000014120169,0.0039200434,0.007994792,0.0075168004,0.007814376],"study_design_scores_gemma":[0.002394329,0.0011689331,0.68335927,0.00051044417,0.00009183744,0.0000019497124,0.06290621,0.00014086902,0.12463562,0.015658585,0.10783036,0.0013016193],"about_ca_topic_score_codex":0.1698998,"about_ca_topic_score_gemma":0.6149067,"teacher_disagreement_score":0.44500694,"about_ca_system_score_codex":0.00037833757,"about_ca_system_score_gemma":0.00075041974,"threshold_uncertainty_score":0.9999778},"labels":[],"label_agreement":null},{"id":"W2890688810","doi":"10.3138/9781442624672-008","title":"3. Mobilizing Actors in Participatory Action Research: Promoting Father Involvement in Two Vulnerable Communities in Quebec","year":2015,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Political science; Sociology; Gender studies; Anthropology; Law","score_opus":0.8023342677868448,"score_gpt":0.5761803449232196,"score_spread":0.22615392286362523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890688810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13135889,0.0011486886,0.000008233457,0.000021017653,0.000104770654,0.0011874386,0.000011927848,0.00003894103,0.8661201],"genre_scores_gemma":[0.48166275,0.00046705597,0.00028185872,0.0000080956415,0.000076556724,0.000017442271,0.000007718561,0.000047058733,0.51743144],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924104,0.00494481,0.00037540848,0.00033645204,0.0011512875,0.00078162784],"domain_scores_gemma":[0.9979077,0.00090537104,0.0002057636,0.00043059787,0.00030559106,0.00024498857],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.014220387,0.00021102588,0.00048830145,0.00027615763,0.00032064176,0.00004890449,0.00075694884,0.00028785822,0.00033830217],"category_scores_gemma":[0.0003988961,0.00027022802,0.00007468295,0.000015489954,0.0011679452,0.0005194805,0.00052073586,0.0011935296,0.0000039083247],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032944576,0.00023159102,0.0035521477,0.00025287553,0.000056304154,0.00009334322,0.8958692,0.00016817653,0.00033067117,0.07514373,0.00030760388,0.02366492],"study_design_scores_gemma":[0.0018672899,0.00018984993,0.00077265676,0.0019671412,0.000026293217,1.0338953e-7,0.15420707,0.00070795394,0.00042367502,0.0042210254,0.8350375,0.00057941396],"about_ca_topic_score_codex":0.9809406,"about_ca_topic_score_gemma":0.9970269,"teacher_disagreement_score":0.8347299,"about_ca_system_score_codex":0.0056074415,"about_ca_system_score_gemma":0.0011570845,"threshold_uncertainty_score":0.99997497},"labels":[],"label_agreement":null},{"id":"W2890846867","doi":"10.1177/1177180118796870","title":"Arts-based research methods with indigenous peoples: an international scoping review","year":2018,"lang":"en","type":"article","venue":"AlterNative An International Journal of Indigenous Peoples","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Standards Association; University of Ottawa","funders":"","keywords":"Photovoice; Indigenous; Participatory action research; Digital storytelling; The arts; Storytelling; Action research; Dance; Traditional knowledge; Sociology; Community engagement; Visual arts; Social science; Political science; Public relations; Pedagogy; Anthropology; Narrative; Art","score_opus":0.6830118927124971,"score_gpt":0.7147407670834713,"score_spread":0.03172887437097427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890846867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585582,0.0019050728,0.029678907,0.00084543746,0.001959639,0.0012545087,0.00004968837,0.00006602564,0.005682523],"genre_scores_gemma":[0.8903349,0.01814265,0.08307292,0.0014527278,0.0064331796,0.00013170214,0.000043860022,0.00011183659,0.0002762448],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98563653,0.006181744,0.0012550303,0.0006495464,0.0051122573,0.001164892],"domain_scores_gemma":[0.98322177,0.003421132,0.0012110497,0.0005612973,0.010698225,0.00088651705],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.024099324,0.00036162816,0.0006954491,0.0014371744,0.0014007682,0.000723204,0.004315355,0.0001594377,0.0014470336],"category_scores_gemma":[0.009110823,0.00030885558,0.00022448321,0.0009170847,0.0017151834,0.002978848,0.00022557891,0.00095475966,0.000064659456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032097339,0.004553485,0.117337696,0.0007131602,0.002799717,0.0015797572,0.7006571,0.0003197338,0.005249545,0.013164873,0.00030135812,0.1501138],"study_design_scores_gemma":[0.01987823,0.06031185,0.17180586,0.17575239,0.0012398259,0.0021035832,0.2959218,0.002360212,0.17430891,0.017316604,0.07049012,0.008510614],"about_ca_topic_score_codex":0.0039991876,"about_ca_topic_score_gemma":0.02878648,"teacher_disagreement_score":0.40473533,"about_ca_system_score_codex":0.0012989162,"about_ca_system_score_gemma":0.010341728,"threshold_uncertainty_score":0.99993634},"labels":[],"label_agreement":null},{"id":"W2891011521","doi":"10.18432/ari29379","title":"A Beat of Goodbye: An Autoethnographic Account of My Last Days with Grandma","year":2018,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Autoethnography; Introspection; Storytelling; Narrative; Psychology; Psychoanalysis; Sociology; Visual arts; Literature; Art; Gender studies; Cognitive psychology","score_opus":0.5476591402320363,"score_gpt":0.6458010744563836,"score_spread":0.09814193422434725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891011521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680059,0.00007722488,0.003134635,0.0026680524,0.00031195433,0.00033705326,0.000046251367,0.00002631694,0.02539262],"genre_scores_gemma":[0.9949328,0.00015690082,0.0034954005,0.000020641513,0.0007433006,0.000021684928,0.0000066590833,0.000026568869,0.0005960498],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99170184,0.002327311,0.0006354044,0.00035301383,0.004085457,0.0008969931],"domain_scores_gemma":[0.99505603,0.00079841295,0.0002212464,0.00030790947,0.0029427824,0.00067359715],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015021688,0.0001723122,0.00033343604,0.0010617961,0.0011807611,0.00017549354,0.0015611479,0.00012272247,0.001543933],"category_scores_gemma":[0.0006972098,0.00013745988,0.00017538042,0.0013659288,0.005095113,0.001288209,0.00015285904,0.00091051793,0.000039643917],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010723616,0.007206252,0.14462864,0.00020769185,0.0017107743,0.00049967464,0.60405266,0.00039981914,0.080997914,0.11727204,0.0057780887,0.026522828],"study_design_scores_gemma":[0.015938962,0.03517326,0.3727222,0.002753525,0.00025670594,0.000542117,0.22668424,0.010635502,0.047424484,0.17892256,0.10689454,0.0020518969],"about_ca_topic_score_codex":0.00015667077,"about_ca_topic_score_gemma":0.0031006683,"teacher_disagreement_score":0.37736842,"about_ca_system_score_codex":0.00017543473,"about_ca_system_score_gemma":0.0012990646,"threshold_uncertainty_score":0.9993688},"labels":[],"label_agreement":null},{"id":"W2891977803","doi":"10.18432/ari29389","title":"Review of “Good Question: Arts-based approaches to collaborative research with children and youth” edited by Michael J. Emme and Anna Kirova (2017)","year":2018,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"The arts; Wonder; Construct (python library); Comics; Sociology; Visual arts; Psychology; Media studies; Art; Computer science; Social psychology; Literature","score_opus":0.6852944126774897,"score_gpt":0.627557676038582,"score_spread":0.05773673663890766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891977803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83067334,0.014280317,0.0053981603,0.12519298,0.00034392992,0.002953754,0.0007601697,0.000054252658,0.020343095],"genre_scores_gemma":[0.98266476,0.007070717,0.007388331,0.00032828035,0.0013041445,0.00014395107,0.00006503968,0.000043474476,0.0009912703],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98966336,0.004728553,0.00052611466,0.00056536496,0.0035419003,0.0009746943],"domain_scores_gemma":[0.9938662,0.0010932216,0.00013415223,0.0002514403,0.003592228,0.00106278],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.029158585,0.00020257362,0.0003645735,0.0007901468,0.0017320025,0.0002991254,0.0007696071,0.00011759892,0.0002637333],"category_scores_gemma":[0.0023685403,0.0001644916,0.000058639103,0.00168096,0.004110721,0.00067177915,0.00023092251,0.0011276627,0.000030502442],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011932198,0.0054686866,0.050389964,0.0018588004,0.0019893104,0.0002660681,0.50605416,0.00004493864,0.009473788,0.10214736,0.2745917,0.03578298],"study_design_scores_gemma":[0.020336473,0.050583243,0.24639715,0.059255823,0.00045369903,0.0008342102,0.2172185,0.004104577,0.019553307,0.041638326,0.33517975,0.0044449414],"about_ca_topic_score_codex":0.0001530553,"about_ca_topic_score_gemma":0.00065759104,"teacher_disagreement_score":0.28883567,"about_ca_system_score_codex":0.00023547305,"about_ca_system_score_gemma":0.0013561699,"threshold_uncertainty_score":0.9996855},"labels":[],"label_agreement":null},{"id":"W2892710617","doi":"10.1177/1359183518799537","title":"(Re)making smoking: Of packets and practice","year":2018,"lang":"en","type":"article","venue":"Journal of Material Culture","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research","keywords":"Context (archaeology); TRACE (psycholinguistics); Respondent; Network packet; Legislation; Public relations; Government (linguistics); Law; Sociology; Political science; Advertising; Aesthetics; History; Business; Computer science; Computer security; Art; Linguistics; Archaeology","score_opus":0.520974993892255,"score_gpt":0.6521487576993039,"score_spread":0.13117376380704893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892710617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761437,0.0001176619,0.000042819465,0.00077202555,0.0008152339,0.00007200791,0.0000032976525,0.0000061189253,0.022027146],"genre_scores_gemma":[0.99420995,0.00007328326,0.0042431746,0.000114991555,0.0012540165,5.2743275e-7,1.0118922e-7,0.000004760212,0.000099222365],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975923,0.001258094,0.00027756015,0.000072857176,0.0005999976,0.00019920734],"domain_scores_gemma":[0.9984282,0.00024358647,0.00045028163,0.00006705935,0.000681176,0.00012965708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005501125,0.00006078649,0.00018796437,0.0000487568,0.00014572396,0.00009796391,0.00017771458,0.000098720804,0.0005763097],"category_scores_gemma":[0.006229388,0.000044259705,0.000038935963,0.00013528102,0.00034096476,0.0004938814,0.00005063479,0.00013883012,0.000003954323],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033126941,0.00028656112,0.007304607,0.00014945757,0.00027695557,0.00013113277,0.2056417,0.0000012081773,0.73401886,0.02362292,0.014272542,0.010981341],"study_design_scores_gemma":[0.0008090496,0.0014414744,0.0060271914,0.000340992,0.00010663209,0.000057509784,0.04342006,0.0000029825233,0.08286879,0.004084175,0.86063886,0.00020226484],"about_ca_topic_score_codex":0.00003517201,"about_ca_topic_score_gemma":0.000037577327,"teacher_disagreement_score":0.84636635,"about_ca_system_score_codex":0.000046651676,"about_ca_system_score_gemma":0.00018151241,"threshold_uncertainty_score":0.7457609},"labels":[],"label_agreement":null},{"id":"W2893715115","doi":"10.56105/cjsae.v30i2.5459","title":"Embodied Inquiry: Writing, Living and Being Through the Body","year":2018,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Embodied cognition; Sociology; Aesthetics; Art; Epistemology; Philosophy","score_opus":0.3446120389065221,"score_gpt":0.589747501490584,"score_spread":0.24513546258406188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893715115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881832,0.00018765991,0.0002765677,0.0040069926,0.0014983689,0.0006608384,0.0000014613167,0.000004504399,0.005180414],"genre_scores_gemma":[0.9972747,0.000029779696,0.0002295868,0.00025811262,0.0017051569,0.000046488276,1.481277e-7,0.000008743232,0.00044726138],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983427,0.0007325799,0.00020359879,0.00010742136,0.00024873257,0.00036499262],"domain_scores_gemma":[0.9976464,0.0010899823,0.00013422142,0.00015261116,0.0006967977,0.00028002332],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036712983,0.00006400201,0.0000916312,0.00007075987,0.0044241375,0.00022182948,0.00036063264,0.00003099974,0.00005682495],"category_scores_gemma":[0.0072061187,0.000042154446,0.000033801516,0.00022073282,0.00076206354,0.00021877684,0.000017148492,0.0001742725,0.000002429145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010456756,0.000079917125,0.03565543,0.000008348148,0.00006554232,3.9061737e-7,0.89592755,0.0000013965031,0.00003133427,0.033630382,0.0059233056,0.028665975],"study_design_scores_gemma":[0.00016547406,0.00041797367,0.079548486,0.00009902484,0.00006322486,0.0000039674906,0.87168026,0.000062536295,0.000038680275,0.010505981,0.037322104,0.000092320326],"about_ca_topic_score_codex":0.06662516,"about_ca_topic_score_gemma":0.26633778,"teacher_disagreement_score":0.19971262,"about_ca_system_score_codex":0.00014795485,"about_ca_system_score_gemma":0.0023209418,"threshold_uncertainty_score":0.99687195},"labels":[],"label_agreement":null},{"id":"W2897142217","doi":"10.1016/j.healthplace.2018.08.024","title":"Voices from the landscape: Storytelling as emergent counter-narratives and collective action from northern BC watersheds","year":2018,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Northern British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Narrative; Storytelling; Situated; Context (archaeology); Sociology; Geography; Archaeology; Computer science; Art; Literature","score_opus":0.3895802401494029,"score_gpt":0.579407235458197,"score_spread":0.18982699530879404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897142217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98886037,0.0010059347,0.00063206523,0.006334279,0.00057870627,0.00042715954,0.000036004927,0.00005304015,0.0020724453],"genre_scores_gemma":[0.9953646,0.00059533963,0.0005276529,0.00077322125,0.0010186114,0.000048989106,0.000008991068,0.000015707521,0.0016468685],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957625,0.0026576344,0.00020900146,0.00033048954,0.0005538994,0.00048644704],"domain_scores_gemma":[0.99787664,0.001335954,0.0001446454,0.00017200976,0.00016554217,0.0003052325],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027801928,0.00012076193,0.00019216958,0.000037532747,0.001864407,0.00011378149,0.00020872384,0.00008076721,0.0006885776],"category_scores_gemma":[0.00056333706,0.000088652836,0.000029279432,0.00023794091,0.0004780666,0.00022602356,0.00005049712,0.00023221213,0.00015297314],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056162896,0.00009202132,0.14940912,0.00001581008,0.000105982734,0.0000033201807,0.8271693,0.000009910477,0.00072804856,0.00016225067,0.012756479,0.0089861285],"study_design_scores_gemma":[0.0008950509,0.0010401718,0.10927982,0.00015749194,0.000027727194,5.316529e-7,0.3308628,0.0017647067,0.0014342074,0.004890744,0.54925215,0.00039459867],"about_ca_topic_score_codex":0.059202712,"about_ca_topic_score_gemma":0.19686976,"teacher_disagreement_score":0.5364957,"about_ca_system_score_codex":0.00037047284,"about_ca_system_score_gemma":0.0010996355,"threshold_uncertainty_score":0.999435},"labels":[],"label_agreement":null},{"id":"W2897150988","doi":"10.36510/learnland.v10i1.737","title":"Using the Visual to Address Gender-Based Violence in Rural South Africa: Ethical Considerations","year":2016,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"London School of Hygiene and Tropical Medicine; Social Sciences and Humanities Research Council of Canada; International Development Research Centre; United Nations Population Fund; UNICEF","keywords":"Vulnerability (computing); Indigenous; Context (archaeology); Participatory action research; Harm; Visual research; Photovoice; Citizen journalism; Political science; Population; Resource (disambiguation); Criminology; Socioeconomics; Geography; Gender studies; Sociology; Economic growth; Computer security; Law; Demography","score_opus":0.4691508642978106,"score_gpt":0.56430621567803,"score_spread":0.09515535138021936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897150988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98298776,0.000049658218,0.011867635,0.003258472,0.00008823167,0.0002572367,0.0000029618668,0.00008384843,0.0014042027],"genre_scores_gemma":[0.99791336,0.0000045262873,0.0014837839,0.00029719522,0.00014810821,0.000045408742,3.166063e-7,0.000012095579,0.00009518523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947432,0.0036180604,0.00019944637,0.0002221251,0.0006156505,0.0006014936],"domain_scores_gemma":[0.99600434,0.0034812451,0.000058167137,0.00012704483,0.000112981565,0.00021623974],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004324464,0.0001028609,0.0001545831,0.00012315909,0.0008201807,0.00013547299,0.00020507239,0.00015563468,0.0003460713],"category_scores_gemma":[0.013048191,0.000062067345,0.00004875586,0.00039397535,0.00026927333,0.0000974456,0.00007589403,0.0005448163,0.000067279434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002516353,0.00018765157,0.6903589,0.00002828692,0.000049544753,0.000073012176,0.19767419,0.014146667,0.046590384,0.035726633,0.0003759186,0.014537226],"study_design_scores_gemma":[0.009764606,0.0017600498,0.47154313,0.0041998215,0.00022134329,0.000013019943,0.2239465,0.1468579,0.024614759,0.033475578,0.0792976,0.0043056756],"about_ca_topic_score_codex":0.00030438142,"about_ca_topic_score_gemma":0.00086275145,"teacher_disagreement_score":0.21881573,"about_ca_system_score_codex":0.000104849016,"about_ca_system_score_gemma":0.00045797782,"threshold_uncertainty_score":0.9952653},"labels":[],"label_agreement":null},{"id":"W2897277252","doi":"","title":"Women's Illness Narratives: Storytelling as Arts-Informed Inquiry.","year":2018,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Emotive; Immigration; Storytelling; The arts; Sociology; Narrative inquiry; Refugee; Gender studies; Qualitative research; Psychology; Political science; Social science; Anthropology","score_opus":0.3879114409146702,"score_gpt":0.5921482638988913,"score_spread":0.20423682298422108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897277252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897584,0.00006707403,0.00039561043,0.0014327691,0.0039185085,0.0008498697,0.000002467546,0.0000064303813,0.0035688889],"genre_scores_gemma":[0.995941,0.000016628754,0.000247762,0.00021682118,0.0016908577,0.00015826602,5.4118624e-7,0.000011771637,0.0017163494],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99815154,0.0004767404,0.0002795514,0.00012647985,0.00040358098,0.0005620988],"domain_scores_gemma":[0.9968063,0.0005057558,0.00020233476,0.00018451485,0.0014785103,0.00082255295],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032594365,0.00009094497,0.00013983905,0.00023353554,0.0037302664,0.00015791085,0.00048210885,0.000048195874,0.0003721133],"category_scores_gemma":[0.006265508,0.000071778624,0.00004930353,0.00039751435,0.000812577,0.00032731524,0.000008452557,0.00018989094,0.000022746139],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004227417,0.00009497618,0.0014999453,0.0000072013736,0.00005419515,4.8094057e-7,0.95502245,0.0000061830647,0.000023512715,0.00499273,0.0033493703,0.03490666],"study_design_scores_gemma":[0.00021412989,0.0005908733,0.0024995345,0.000028889297,0.000011410744,0.0000015478746,0.82342964,0.000009893434,0.00008232803,0.0035232871,0.1695233,0.000085157066],"about_ca_topic_score_codex":0.01994672,"about_ca_topic_score_gemma":0.21696866,"teacher_disagreement_score":0.19702195,"about_ca_system_score_codex":0.00090296136,"about_ca_system_score_gemma":0.0133633185,"threshold_uncertainty_score":0.99756676},"labels":[],"label_agreement":null},{"id":"W2898055456","doi":"10.1080/17530350.2018.1527710","title":"Desanctifying the charisma of numbers","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Economy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsoft (Canada)","funders":"","keywords":"Galton's problem; Statistician; Charisma; Sociology; Psychology; Psychoanalysis; Epistemology; Philosophy; Law; Political science; Mathematics","score_opus":0.6355022485098482,"score_gpt":0.6422660112958193,"score_spread":0.006763762785971128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898055456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87978184,0.00012156136,0.00024813836,0.0018999594,0.00036039067,0.000077798046,4.0762285e-7,0.000004215837,0.11750566],"genre_scores_gemma":[0.9969672,0.000041329542,0.0012707497,0.00014118681,0.00090971804,0.0000017122583,3.810161e-8,0.000003226082,0.00066487095],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986848,0.0004745011,0.00033300216,0.00005601105,0.00022900352,0.00022265739],"domain_scores_gemma":[0.99857754,0.0002850728,0.00038840208,0.00008025841,0.0005286542,0.00014009049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003676128,0.000051553667,0.00016206838,0.00003743055,0.00030593615,0.0000656526,0.0003768124,0.000041584262,0.00057289156],"category_scores_gemma":[0.0011431567,0.000029674151,0.00011433502,0.00015675346,0.0007915242,0.0005709055,0.000029928384,0.00018222514,0.000031763102],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005714709,0.00035792153,0.07378984,0.00008994697,0.00088950485,0.000041124917,0.4813621,0.000061134444,0.027954016,0.17076969,0.0658672,0.17824604],"study_design_scores_gemma":[0.0003896446,0.0002930409,0.006555444,0.000053893295,0.000033596723,0.000015145044,0.044610683,0.00006996316,0.015666438,0.0063509806,0.92583996,0.00012122865],"about_ca_topic_score_codex":0.00016665556,"about_ca_topic_score_gemma":0.00011945142,"teacher_disagreement_score":0.8599727,"about_ca_system_score_codex":0.00009456987,"about_ca_system_score_gemma":0.00026293975,"threshold_uncertainty_score":0.62727606},"labels":[],"label_agreement":null},{"id":"W2898312027","doi":"10.1177/1609406918807609","title":"Exploring the Impact of Youth-Produced Images on Family, Community, and Policy","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Autoethnography; Reflexivity; Participatory action research; Sociology; Visual research; Citizen journalism; Perspective (graphical); Public relations; Work (physics); Qualitative research; Political science; Gender studies; Social science; Visual arts","score_opus":0.9804030363023725,"score_gpt":0.826608076872771,"score_spread":0.15379495942960142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898312027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97637206,0.00008024358,0.015777007,0.0018716771,0.00044526305,0.000091965885,0.000025590287,0.0000063494986,0.0053298315],"genre_scores_gemma":[0.967562,0.00013151822,0.031247692,0.00010602962,0.00087499304,0.0000044903836,3.7037736e-7,0.000009993376,0.00006290385],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96100146,0.037230525,0.0004928199,0.000092110946,0.00095078716,0.00023230168],"domain_scores_gemma":[0.9861362,0.010964415,0.00050935126,0.00016823856,0.0020604294,0.0001613689],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058239147,0.000107976855,0.00026387817,0.00041035094,0.0003513131,0.00008750072,0.00084890844,0.00002943506,0.000028259785],"category_scores_gemma":[0.039703585,0.00006830053,0.00017200454,0.00037584815,0.0017764966,0.00048590027,0.00016472976,0.0004999577,0.000002987587],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047228608,0.00017579291,0.0007116781,0.000004626904,0.00046245163,0.000003061573,0.8039601,0.000012537347,0.056034546,0.021189362,0.00014921138,0.11682434],"study_design_scores_gemma":[0.0011266241,0.0031685424,0.12037126,0.00029212388,0.00005100433,0.0000086074815,0.65899175,0.000059703718,0.11622511,0.09824066,0.0012041931,0.00026039744],"about_ca_topic_score_codex":0.007127259,"about_ca_topic_score_gemma":0.00003447821,"teacher_disagreement_score":0.14496833,"about_ca_system_score_codex":0.00028464463,"about_ca_system_score_gemma":0.00051341625,"threshold_uncertainty_score":0.99948436},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2899631408","doi":"10.25071/2564-4033.40243","title":"Committing Sociology: Being Healthy, Happy, and Up-High in St. James Town","year":2018,"lang":"en","type":"article","venue":"Health Tomorrow Interdisciplinarity and Internationality","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; University of Toronto","funders":"","keywords":"Praxis; Friendship; Conversation; Sociology; Commit; Context (archaeology); Power (physics); Situated; Epistemology; Psychoanalysis; Aesthetics; Media studies; Psychology; Social science; Philosophy; History","score_opus":0.36491652236802824,"score_gpt":0.6183643516917476,"score_spread":0.2534478293237194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899631408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9346243,0.000290562,0.0013263044,0.05812967,0.0007170943,0.00035879924,0.000034904013,0.00005781173,0.004460558],"genre_scores_gemma":[0.9951017,0.00017863113,0.001420869,0.002366098,0.00044209007,0.00004264339,0.000009779882,0.000010086863,0.00042811828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955632,0.0021647373,0.0005996602,0.00049367495,0.00047401566,0.0007047099],"domain_scores_gemma":[0.9978561,0.0010967458,0.00020801528,0.00017741113,0.00024051446,0.00042123153],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011189505,0.00015564478,0.00036765286,0.00016942108,0.0013948356,0.00012126287,0.0002948687,0.00015855399,0.00029694193],"category_scores_gemma":[0.0021758538,0.00015828334,0.000042937718,0.00019321812,0.0022194944,0.00041124626,0.00061126816,0.00055667764,0.000009760324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032890102,0.00028061186,0.41575184,0.00019877881,0.000038094324,0.000007881201,0.18506886,8.145317e-7,0.000026439482,0.3498077,0.0042001856,0.044289865],"study_design_scores_gemma":[0.0010672479,0.00082108186,0.73324686,0.00040445442,0.0000068298864,0.000007045236,0.021581436,0.0026348876,0.00007032788,0.2176407,0.022144679,0.00037443382],"about_ca_topic_score_codex":0.015722997,"about_ca_topic_score_gemma":0.029330354,"teacher_disagreement_score":0.31749502,"about_ca_system_score_codex":0.00053770415,"about_ca_system_score_gemma":0.00048429912,"threshold_uncertainty_score":0.9999052},"labels":[],"label_agreement":null},{"id":"W2899921213","doi":"10.56105/cjsae.v30i2.5461","title":"Working the Margins of Community-Based Adult Learning: The Power of Arts-Making in Finding Voice and Creating Conditions for Seeing/Listening","year":2018,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Active listening; The arts; Power (physics); Visual arts; Adult Learning; Sociology; Media studies; Psychology; Pedagogy; Adult education; Communication; Art","score_opus":0.3637942601762346,"score_gpt":0.5762352904871622,"score_spread":0.21244103031092754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899921213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953395,0.000059967373,0.00055594917,0.0017869581,0.00043839306,0.0008428546,0.0000065870736,0.0000022821105,0.0009674772],"genre_scores_gemma":[0.9991609,0.0000029348676,0.00037123513,0.00012185632,0.00015226218,0.00007907195,0.0000012981075,0.000010564539,0.00009989103],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99758023,0.0014472512,0.00034913135,0.00007131222,0.00023693648,0.00031510892],"domain_scores_gemma":[0.99299353,0.0052837417,0.00044848793,0.00016704501,0.0009937268,0.00011346474],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0070211277,0.00007356401,0.00014899405,0.00018684649,0.005051758,0.000089408524,0.00040754353,0.00003654153,0.0000133854],"category_scores_gemma":[0.012693788,0.000048847796,0.000058756897,0.00040783448,0.0006910618,0.00010002166,0.000016822149,0.00040600222,1.2949383e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006984479,0.00014698705,0.13457331,0.00004463903,0.00008319585,1.803964e-7,0.8474775,0.000602241,0.00035358357,0.010326296,0.00029396222,0.006028272],"study_design_scores_gemma":[0.00046666246,0.00048142098,0.081053875,0.00046674034,0.00007001452,0.0000012083214,0.90987605,0.0012548085,0.0001999787,0.0012422258,0.0048117284,0.00007529715],"about_ca_topic_score_codex":0.037216134,"about_ca_topic_score_gemma":0.34748843,"teacher_disagreement_score":0.31027228,"about_ca_system_score_codex":0.0001593739,"about_ca_system_score_gemma":0.001628451,"threshold_uncertainty_score":0.99624354},"labels":[],"label_agreement":null},{"id":"W2899922846","doi":"10.1177/0891241618806972","title":"Visual Methods in Ethnography","year":2018,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ethnography; Visual methods; Sociology; Visual anthropology; Visual research; Psychology; Anthropology; Visual arts; Art; Cognitive science","score_opus":0.5637327772872855,"score_gpt":0.6717102761896933,"score_spread":0.10797749890240771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899922846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8483746,0.006701068,0.029883409,0.0036595971,0.0024352653,0.0005962601,0.000004242455,0.00010068788,0.10824488],"genre_scores_gemma":[0.9521412,0.000177584,0.046096392,0.0005454021,0.00089772925,0.000010259215,4.040052e-7,0.000026169773,0.00010480582],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9868435,0.009702696,0.0011724052,0.00025553533,0.001299536,0.0007262866],"domain_scores_gemma":[0.99563414,0.0018528805,0.00070043904,0.00025214883,0.0009320034,0.00062836584],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03555654,0.000213591,0.0006179834,0.002421732,0.0003945592,0.00012221024,0.0008122223,0.00027717793,0.0002007125],"category_scores_gemma":[0.003196427,0.00019222956,0.00054923515,0.00405922,0.0024633673,0.0011503057,0.00008475599,0.00096423394,0.000015013326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002193542,0.001891353,0.3091271,0.00009087267,0.00074632245,0.0005074952,0.4236256,0.0000031329712,0.031560935,0.010599228,0.0344727,0.18518172],"study_design_scores_gemma":[0.0029389388,0.002961535,0.032126408,0.00041304712,0.000053808057,0.000012070873,0.08352391,0.00010919035,0.013842838,0.027607081,0.8356513,0.0007599122],"about_ca_topic_score_codex":0.00047786982,"about_ca_topic_score_gemma":0.00025776998,"teacher_disagreement_score":0.8011786,"about_ca_system_score_codex":0.00007270436,"about_ca_system_score_gemma":0.0011207836,"threshold_uncertainty_score":0.9930975},"labels":[],"label_agreement":null},{"id":"W2900265254","doi":"10.1093/geroni/igy023.3098","title":"VOICES OF OLDER ADULTS IN AGING IN PLACE RESEARCH: LEARNINGS FROM PHOTOVOICE METHOD","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Université de Moncton","funders":"","keywords":"Photovoice; Neighbourhood (mathematics); Aging in place; Presentation (obstetrics); Constructivist grounded theory; Psychology; Gerontology; Sociology; Grounded theory; Qualitative research; Medicine; Social science; Visual arts","score_opus":0.5134508034502017,"score_gpt":0.6459987775570758,"score_spread":0.13254797410687413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900265254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99061936,0.00006373594,0.0019639193,0.000918635,0.00013220563,0.0003649847,0.0000020765647,0.000029784904,0.0059052673],"genre_scores_gemma":[0.9873265,0.000012187781,0.0120744575,0.00013384712,0.00015639093,0.00006409067,0.000003007082,0.000015271173,0.00021424556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99260294,0.0044259215,0.0007563893,0.00042608072,0.001071796,0.0007168681],"domain_scores_gemma":[0.9953234,0.003497849,0.00021820227,0.00021127821,0.00069074455,0.000058515947],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034139026,0.00010222868,0.0002427935,0.0019497086,0.00018403021,0.00007499184,0.00042355273,0.00010512161,0.00021163622],"category_scores_gemma":[0.01597429,0.00011631239,0.000017346592,0.008540276,0.00047418912,0.0005945276,0.00015951549,0.0007918228,0.000024786894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013339684,0.00016652716,0.59071326,0.00006241227,0.000008024004,0.000021649872,0.3315454,0.00010886601,0.027664578,0.0061859507,0.00017519349,0.043214757],"study_design_scores_gemma":[0.0026446437,0.00010379807,0.7384175,0.0027642893,0.0000029801888,3.5144384e-7,0.13462543,0.01442176,0.0798695,0.011418557,0.0152774975,0.00045370383],"about_ca_topic_score_codex":0.069964975,"about_ca_topic_score_gemma":0.032690287,"teacher_disagreement_score":0.19691998,"about_ca_system_score_codex":0.0004138002,"about_ca_system_score_gemma":0.00041367477,"threshold_uncertainty_score":0.99455714},"labels":[],"label_agreement":null},{"id":"W2900301493","doi":"10.1371/journal.pone.0205673","title":"Nuestras Historias- Designing a novel digital story intervention through participatory methods to improve maternal and child health in the Peruvian Amazon","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of Research on Women's Health; Fogarty International Center; NIH Office of the Director; National Institute of General Medical Sciences; National Institute of Mental Health; National Institutes of Health; Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica; Grand Challenges Canada","keywords":"Photovoice; Psychological intervention; Community-based participatory research; Digital storytelling; Medicine; Participatory action research; Thematic analysis; Narrative; Intervention (counseling); Medical education; Nursing; Family medicine; Psychology; Qualitative research; Sociology; Pedagogy; Social science; Visual arts","score_opus":0.6004142393696392,"score_gpt":0.589117411864174,"score_spread":0.011296827505465235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900301493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96616596,0.00043080232,0.026059853,0.0031074998,0.0002523914,0.0009652176,0.000015186334,0.000068331625,0.0029347332],"genre_scores_gemma":[0.95213574,0.00002627235,0.046248894,0.00058508397,0.00060845923,0.0001755334,9.2718176e-7,0.00002140248,0.00019769483],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9951086,0.0028236012,0.00033349174,0.00037065177,0.00066518504,0.0006984644],"domain_scores_gemma":[0.9987128,0.0005148389,0.00012991056,0.00024692793,0.000109031724,0.0002864987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010346859,0.00013934387,0.00027726925,0.00010541627,0.00060978025,0.00021512862,0.0003486501,0.0000778488,0.00004432484],"category_scores_gemma":[0.0032102207,0.00012127599,0.000050982926,0.00032537346,0.00050440774,0.00054519763,0.00010368413,0.00036845187,0.000035970425],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006676452,0.006729373,0.05645335,0.00054588815,0.00040383035,0.000021075437,0.6657076,0.0000022840916,0.08068216,0.016331827,0.0011119201,0.17134307],"study_design_scores_gemma":[0.007385696,0.014466951,0.57925665,0.006021384,0.00041060752,0.0000123689815,0.0839099,0.0020890902,0.15452199,0.013871191,0.13502495,0.003029259],"about_ca_topic_score_codex":0.0015742077,"about_ca_topic_score_gemma":0.0011442131,"teacher_disagreement_score":0.58179766,"about_ca_system_score_codex":0.0005026815,"about_ca_system_score_gemma":0.00020665272,"threshold_uncertainty_score":0.49454913},"labels":[],"label_agreement":null},{"id":"W2900618429","doi":"","title":"Migrant Women Learning and Teaching through Participatory Photography.","year":2018,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Refugee; Gender studies; Sociology; Citizen journalism; Participatory action research; Storytelling; Immigration; Population; Narrative; Media studies; Political science; Anthropology","score_opus":0.32485733736854067,"score_gpt":0.5873280649338016,"score_spread":0.26247072756526096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900618429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960148,0.00014464377,0.00014548884,0.0007248731,0.0007796472,0.00052849535,0.0000016666423,0.0000062905483,0.0016541497],"genre_scores_gemma":[0.99844897,0.000019258216,0.00033481728,0.00010891423,0.0005451396,0.00011770176,2.0151968e-7,0.000009905638,0.00041509842],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979341,0.0010105032,0.00020387281,0.00012014181,0.00024377143,0.0004876376],"domain_scores_gemma":[0.99834424,0.00045026198,0.00013146657,0.00009808348,0.00045514232,0.00052082445],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004094061,0.00007157299,0.000116070914,0.00012935206,0.003846899,0.00012633025,0.00021889515,0.00003356253,0.000100543715],"category_scores_gemma":[0.004075441,0.000056441404,0.00003835704,0.00015071518,0.00061347394,0.00019478153,0.000008857033,0.00027826853,0.0000018772366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003295718,0.00012749946,0.103253454,0.000009442889,0.00008058923,5.2700926e-7,0.8411828,0.000002127113,0.00012189243,0.004328996,0.0009850031,0.049874686],"study_design_scores_gemma":[0.0003503192,0.0009521518,0.034536455,0.00004358664,0.000045246943,0.0000019109732,0.7889377,0.000059261085,0.000071479364,0.004144551,0.17074722,0.00011014344],"about_ca_topic_score_codex":0.07688319,"about_ca_topic_score_gemma":0.153082,"teacher_disagreement_score":0.16976221,"about_ca_system_score_codex":0.00018673138,"about_ca_system_score_gemma":0.002034137,"threshold_uncertainty_score":0.99744993},"labels":[],"label_agreement":null},{"id":"W2901273266","doi":"10.1080/15350770.2018.1500506","title":"Using Photovoice to Understand Barriers and Enablers to Southern Labrador Inuit Intergenerational Interaction","year":2018,"lang":"en","type":"article","venue":"Journal of Intergenerational Relationships","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Participatory action research; Indigenous; Citizen journalism; Sociology; Community-based participatory research; Gender studies; Political science; Economic growth; Anthropology; Ecology","score_opus":0.661976524470977,"score_gpt":0.5907833734926574,"score_spread":0.07119315097831957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901273266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89032304,0.000030308749,0.10470699,0.0031673694,0.00093363546,0.00020251724,0.000020833371,0.000011649056,0.0006036723],"genre_scores_gemma":[0.9610617,0.0000065220884,0.035913914,0.00056650303,0.0015259676,0.000006054336,0.0000017828695,0.000017587608,0.0008999371],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967556,0.0012764945,0.0006196391,0.00020772823,0.0008477365,0.00029279935],"domain_scores_gemma":[0.9970043,0.0005832282,0.00023859575,0.000106037005,0.0012689206,0.00079894444],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044574104,0.00013316347,0.00018575978,0.00055100524,0.0010926494,0.00024231862,0.00021557408,0.00010560398,0.0009822878],"category_scores_gemma":[0.009962833,0.00012913388,0.00007779636,0.0005757675,0.00023376779,0.0006795417,0.00006889482,0.00036519926,0.00007302191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015215034,0.00018389738,0.023377052,0.000022608621,0.0004773479,0.000022541906,0.5681148,0.022143727,0.2773414,0.07864912,0.024679244,0.0034667589],"study_design_scores_gemma":[0.0029627562,0.0033866111,0.009446301,0.0010478125,0.00033578934,0.00019956715,0.6074508,0.06404425,0.05668795,0.025261275,0.22708066,0.0020962532],"about_ca_topic_score_codex":0.00027158408,"about_ca_topic_score_gemma":0.009343865,"teacher_disagreement_score":0.22065343,"about_ca_system_score_codex":0.00086618407,"about_ca_system_score_gemma":0.0011709748,"threshold_uncertainty_score":0.999931},"labels":[],"label_agreement":null},{"id":"W2901276016","doi":"","title":"Assessing Participatory Video through Well-Being Analysis. a Collaborative Research Project in Lagos (Nigeria)","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Participatory action research; Business; Sociology; Computer science; World Wide Web","score_opus":0.5650975459273969,"score_gpt":0.651328012091046,"score_spread":0.08623046616364904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901276016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9099218,0.00090337556,0.0002551393,0.0016489482,0.0009292718,0.001387839,0.000026775757,0.00013574264,0.084791064],"genre_scores_gemma":[0.99168,0.0001486441,0.0028069508,0.00033541286,0.00069458294,0.00048241697,0.000009938308,0.000049752463,0.0037922624],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9748564,0.018652324,0.0012128532,0.0011575957,0.0016928064,0.002428051],"domain_scores_gemma":[0.99021256,0.005878148,0.000581305,0.0009037762,0.0020494014,0.0003748171],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.024033625,0.0004059046,0.0013642216,0.0015555595,0.0015542177,0.00026961952,0.0013478537,0.00058119174,0.0010739208],"category_scores_gemma":[0.009039377,0.00040290193,0.00028338085,0.0068415287,0.014543911,0.0013585546,0.00052442984,0.0013934225,0.0002969768],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085314066,0.0012169895,0.46134463,0.00018615351,0.0023951794,0.00021232013,0.39647606,0.00006428894,0.009587846,0.056753613,0.06777514,0.0031346406],"study_design_scores_gemma":[0.0053185495,0.0018721657,0.2103212,0.0007738966,0.0009184558,0.000002241086,0.24804151,0.0023201888,0.030912837,0.071093835,0.42559588,0.002829232],"about_ca_topic_score_codex":0.0037199622,"about_ca_topic_score_gemma":0.026951415,"teacher_disagreement_score":0.35782075,"about_ca_system_score_codex":0.00072419393,"about_ca_system_score_gemma":0.0035150405,"threshold_uncertainty_score":0.9998423},"labels":[],"label_agreement":null},{"id":"W2901613162","doi":"10.1093/geroni/igy031.3647","title":"PEER EDUCATION AND SUPPORT FOR HEALTHY AGING – A COMMUNITY BASED PARTICIPATORY APPROACH","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Participatory action research; Citizen journalism; Community-based participatory research; General partnership; Health literacy; Literacy; Medical education; Psychology; Population; Population ageing; Gerontology; Health care; Medicine; Public relations; Sociology; Pedagogy; Computer science; Environmental health; Political science","score_opus":0.6936344359217855,"score_gpt":0.6526191497003816,"score_spread":0.041015286221403935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901613162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93429536,0.000017536473,0.045658935,0.0046791057,0.00031553212,0.0006213483,0.00000358692,0.00007212543,0.014336473],"genre_scores_gemma":[0.9805219,8.9265154e-7,0.016012471,0.0023592259,0.0002441603,0.00030547235,0.000020697651,0.000011460477,0.0005236952],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973086,0.0013725403,0.00034692694,0.00016693368,0.00040151077,0.0004034536],"domain_scores_gemma":[0.9981554,0.00054702157,0.000120928155,0.00017695894,0.0009120612,0.00008762628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020348703,0.000073853465,0.00011744323,0.00040002662,0.00086893135,0.00009497323,0.00015285503,0.000060921713,0.00003067013],"category_scores_gemma":[0.004236877,0.000084100044,0.0000130172575,0.0013047992,0.00040628694,0.0003011382,0.000038632792,0.00024914145,0.000004044315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012076554,0.0012042079,0.36830893,0.00047179384,0.000019575114,6.340823e-7,0.23733953,0.000026046384,0.003678457,0.23157959,0.006559184,0.15069129],"study_design_scores_gemma":[0.0028227477,0.0006111759,0.17511705,0.00026184766,0.000026476468,0.0000014163292,0.09413752,0.02638394,0.0069837943,0.02962829,0.66313607,0.0008896861],"about_ca_topic_score_codex":0.0010016948,"about_ca_topic_score_gemma":0.0003727001,"teacher_disagreement_score":0.6565769,"about_ca_system_score_codex":0.00022323112,"about_ca_system_score_gemma":0.001153598,"threshold_uncertainty_score":0.70524955},"labels":[],"label_agreement":null},{"id":"W2901644049","doi":"10.1186/s12961-018-0388-8","title":"A deliberative dialogue as a knowledge translation strategy on road traffic injuries in Burkina Faso: a mixed-method evaluation","year":2018,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Clinical Research Institute; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Knowledge translation; Thematic analysis; Government (linguistics); Public relations; Action plan; Qualitative property; Civil society; Action (physics); Political science; Data collection; Plan (archaeology); Descriptive statistics; Politics; Qualitative research; Medical education; Knowledge management; Sociology; Medicine; Computer science; Management; Geography; Social science","score_opus":0.8648938722821702,"score_gpt":0.7466731329181029,"score_spread":0.1182207393640673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901644049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93936014,0.0032176084,0.0005727315,0.00575774,0.00032794368,0.0047999253,0.000037192636,0.00007892859,0.04584776],"genre_scores_gemma":[0.99651396,0.0004029898,0.00016123391,0.00010866843,0.0012833225,0.00088030956,0.000008069521,0.000020886098,0.0006205297],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9428243,0.052213956,0.0006452495,0.00056422106,0.002164969,0.0015873051],"domain_scores_gemma":[0.99219173,0.005340933,0.0001267277,0.00028203937,0.0011939855,0.0008645756],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08703096,0.00017663877,0.00042243375,0.0011605101,0.0016317596,0.00035694244,0.00026247403,0.00023875764,0.0000345131],"category_scores_gemma":[0.017472818,0.00016236311,0.000045080196,0.0022687635,0.001067301,0.00033962622,0.000043860375,0.0006750428,0.00012390615],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004025975,0.00024277116,0.00012218558,0.00024294721,0.000018222885,0.0000032688238,0.21241157,0.00015859879,0.00015515345,0.097594194,0.0007785579,0.6878699],"study_design_scores_gemma":[0.00873341,0.02490727,0.056751225,0.003477111,0.000028525936,0.000015235094,0.22006397,0.41460174,0.00079219847,0.048183076,0.22077693,0.0016692906],"about_ca_topic_score_codex":0.060220484,"about_ca_topic_score_gemma":0.053248063,"teacher_disagreement_score":0.6862006,"about_ca_system_score_codex":0.0014409532,"about_ca_system_score_gemma":0.009907685,"threshold_uncertainty_score":0.999668},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2901719409","doi":"10.7202/1053711ar","title":"La création d’un partenariat","year":2018,"lang":"fr","type":"article","venue":"Recherches amérindiennes au Québec","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.7010038470656468,"score_gpt":0.6080238115018243,"score_spread":0.0929800355638225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901719409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76974124,0.0021973802,0.0022717374,0.014273455,0.001887085,0.00043915384,0.000013108803,0.00018692964,0.2089899],"genre_scores_gemma":[0.9634419,0.00063496403,0.0053778132,0.00019289956,0.002937841,0.00009909265,0.0000030249778,0.00006980212,0.027242633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9846352,0.011644895,0.0005580863,0.0007156293,0.0007545316,0.0016917101],"domain_scores_gemma":[0.9930381,0.0048919437,0.00025800086,0.0005658989,0.00043211182,0.0008139228],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.016845541,0.0003811022,0.0004633142,0.00016785043,0.0012215156,0.00016983115,0.0007471645,0.00088925345,0.0014804838],"category_scores_gemma":[0.009807808,0.00038759198,0.00025231074,0.0013209429,0.0046190564,0.00069235,0.0002621913,0.0009191736,0.0035798675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000078728146,0.00055693206,0.025758376,0.00013597294,0.0001971535,0.000035728604,0.1796402,0.0000058817805,0.0011243271,0.09342081,0.0013703079,0.6976756],"study_design_scores_gemma":[0.0009815034,0.0011577313,0.08842012,0.0004390513,0.00022719044,0.000029510218,0.08378461,0.002736516,0.008733638,0.01508921,0.79716563,0.0012352903],"about_ca_topic_score_codex":0.4236908,"about_ca_topic_score_gemma":0.63230395,"teacher_disagreement_score":0.7957953,"about_ca_system_score_codex":0.0043322844,"about_ca_system_score_gemma":0.005795776,"threshold_uncertainty_score":0.9998576},"labels":[],"label_agreement":null},{"id":"W2901812131","doi":"10.38140/com.v15i0.963","title":"Using visual data to 'save lives' in the age of AIDS?","year":2010,"lang":"en","type":"article","venue":"Communitas","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Research Foundation","keywords":"Stigma (botany); Citizen journalism; Context (archaeology); Participatory action research; Public relations; Digital literacy; Participatory design; Literacy; Work (physics); Qualitative property; Qualitative research; Sociology; Pedagogy; Internet privacy; Computer science; Psychology; Political science; World Wide Web; Engineering; Geography; Social science","score_opus":0.8902759941224537,"score_gpt":0.7216012342052331,"score_spread":0.16867475991722058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901812131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98716515,0.000036541773,0.0003213087,0.00026194757,0.000110922636,0.0002380558,0.000009927742,0.000011629151,0.011844493],"genre_scores_gemma":[0.9903941,0.0000054259535,0.009245324,0.00022381109,0.00007356015,0.000007611014,0.00000798787,0.000006921625,0.000035225054],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99508,0.003851854,0.00017268765,0.00010935484,0.00045939343,0.00032672033],"domain_scores_gemma":[0.9965731,0.0021028845,0.00003947968,0.0011203905,0.0000675368,0.00009661883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011514212,0.00006128406,0.000132889,0.00010293976,0.0003646808,0.00006757986,0.0025152627,0.000052143507,0.00013879965],"category_scores_gemma":[0.007513282,0.0000490127,0.00002216883,0.00062199094,0.0005659471,0.00021076595,0.0008549485,0.00057634234,0.000026149475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092001756,0.0012129968,0.068089165,0.000042379477,0.00005511021,0.0000834392,0.5550609,0.00002754401,0.27021787,0.06592944,0.0015483217,0.037640832],"study_design_scores_gemma":[0.0012195752,0.00078121055,0.1410895,0.00022259897,0.0000852788,0.0000053909625,0.44146228,0.005281546,0.0064068073,0.011019568,0.3915546,0.00087164564],"about_ca_topic_score_codex":0.0061503975,"about_ca_topic_score_gemma":0.01783597,"teacher_disagreement_score":0.39000627,"about_ca_system_score_codex":0.000026482701,"about_ca_system_score_gemma":0.00020810867,"threshold_uncertainty_score":0.99528897},"labels":[],"label_agreement":null},{"id":"W2902529063","doi":"10.1177/1558689818816248","title":"The Craft Attitude: Navigating Mess in Mixed Methods Research","year":2018,"lang":"en","type":"article","venue":"Journal of Mixed Methods Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"University of Michigan","keywords":"Craft; Acknowledgement; Sociology; Value (mathematics); Storytelling; Multimethodology; Process (computing); Field (mathematics); Qualitative research; Psychology; Epistemology; Computer science; Narrative; Social science; Visual arts; Art","score_opus":0.8468772699770424,"score_gpt":0.8188672558972742,"score_spread":0.02801001407976822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902529063","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7246808,0.009539835,0.18441963,0.027587026,0.006338736,0.0027230375,0.000006690943,0.000084973355,0.044619262],"genre_scores_gemma":[0.18922387,0.0020665624,0.8024447,0.0000510934,0.0031149758,0.00014530466,4.202326e-7,0.00009420907,0.0028588804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.67012733,0.31254882,0.0022972857,0.000831951,0.009633913,0.0045607034],"domain_scores_gemma":[0.86192805,0.122528575,0.00065252755,0.0013160652,0.01184256,0.0017322531],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.65391713,0.00030302638,0.00091546314,0.0014646632,0.0051422515,0.0010026594,0.0042547733,0.0005026704,0.00036560095],"category_scores_gemma":[0.2818678,0.00021833803,0.00035573417,0.0078628,0.008795724,0.0008015499,0.0014340915,0.008415738,0.00011525668],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005295494,0.0002891557,0.0022415211,0.00004778609,0.0001294058,0.00012795288,0.018532613,0.000007775949,0.081706315,0.009830752,0.006416115,0.8801411],"study_design_scores_gemma":[0.0015262057,0.0018269657,0.0224888,0.0007638306,0.000028385331,0.000036635767,0.06813491,0.0011444557,0.15761416,0.09931165,0.64662296,0.0005010337],"about_ca_topic_score_codex":0.002640374,"about_ca_topic_score_gemma":0.0033976443,"teacher_disagreement_score":0.87964004,"about_ca_system_score_codex":0.001949248,"about_ca_system_score_gemma":0.0055594705,"threshold_uncertainty_score":0.99615294},"labels":[],"label_agreement":null},{"id":"W2902774292","doi":"10.18357/ijcyfs94201818644","title":"PAINTING PICTURES: TOWARDS CONNECTING THROUGH IMAGERY IN DIALOGUES WITH YOUNG PEOPLE WITH INTELLECTUAL DISABILITY","year":2018,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ambiguity; Empowerment; Psychology; Revelation; Intellectual disability; Painting; Quality (philosophy); Sociology; Aesthetics; Social psychology; Visual arts; Epistemology; Linguistics; Art; Literature; Political science; Law","score_opus":0.3132555328547034,"score_gpt":0.5156915803407436,"score_spread":0.20243604748604016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902774292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990646,0.00084869016,0.0021395322,0.001993604,0.00040598612,0.00010956361,0.0000078970415,0.0000137796405,0.0038349717],"genre_scores_gemma":[0.99666876,0.00055652054,0.0015217573,0.00035806093,0.00087559345,0.0000033879198,7.5721647e-7,0.00000905967,0.0000061198443],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997844,0.0005075388,0.00036490118,0.00018099128,0.0008014146,0.0003011959],"domain_scores_gemma":[0.99759114,0.0011171711,0.00022772874,0.000066199864,0.00090470054,0.000093088594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027765557,0.00013026108,0.00031366083,0.000096893185,0.00037821467,0.00012298289,0.00026643072,0.0000382152,0.000008053688],"category_scores_gemma":[0.007906398,0.000084529565,0.000048709684,0.00022875932,0.0013232481,0.00045065052,0.000111439826,0.00029857183,8.175465e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072781945,0.00009963189,0.45212704,0.000010160056,0.00035030404,0.000024104529,0.5398258,0.000010190839,0.00002510167,0.00026316353,0.000078427525,0.0064582713],"study_design_scores_gemma":[0.0014191781,0.00093130546,0.40291944,0.000684182,0.00006256699,0.000038146107,0.59007144,0.000037746893,0.00033890043,0.0018255861,0.0014048604,0.000266637],"about_ca_topic_score_codex":0.0010752536,"about_ca_topic_score_gemma":0.006044757,"teacher_disagreement_score":0.050245665,"about_ca_system_score_codex":0.00016359614,"about_ca_system_score_gemma":0.00012605726,"threshold_uncertainty_score":0.9465268},"labels":[],"label_agreement":null},{"id":"W2903986413","doi":"10.46743/2160-3715/2018.3895","title":"Organizing the Three Forms of Qualitative Inquiry: A Book Review of Qualitative Inquiry – Thematic, Narrative and Arts-Based Perspectives","year":2018,"lang":"en","type":"review","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Qualitative research; Reflexivity; Narrative; Narrative inquiry; The arts; Thematic analysis; Sociology; Pedagogy; Content analysis; Psychology; Epistemology; Visual arts; Social science; Art; Literature","score_opus":0.8936824117017387,"score_gpt":0.7735455927646339,"score_spread":0.12013681893710482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903986413","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044942944,0.98444706,0.0044356673,0.0018708452,0.00021065953,0.0053900415,0.000092509865,0.00006193165,0.0030418707],"genre_scores_gemma":[0.0005512406,0.99502945,0.0016566624,0.00035676986,0.0003413146,0.0011427271,0.000031244883,0.00012317293,0.00076744246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91667485,0.074089974,0.003912583,0.0011872121,0.0030881695,0.0010472366],"domain_scores_gemma":[0.92969126,0.05697158,0.00733778,0.0017200592,0.0039338535,0.0003454895],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1223106,0.00093522196,0.0045471587,0.0003558045,0.001265925,0.00008761106,0.0015109911,0.00039337153,0.0003845796],"category_scores_gemma":[0.092470124,0.0004967239,0.0010533844,0.002410752,0.020200426,0.00057690404,0.00045258563,0.0011269666,0.00002770349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005293686,0.00014956814,6.0221174e-7,0.02783036,0.0010577433,0.000020147654,0.9104805,5.60625e-8,0.0000020380119,0.051589802,0.003156118,0.0056601153],"study_design_scores_gemma":[0.00017656546,0.0004983932,0.0000018764748,0.04784445,0.0007899033,0.000017738224,0.79844147,0.000001485371,0.000023064504,0.019966822,0.13175082,0.00048739222],"about_ca_topic_score_codex":0.00040441382,"about_ca_topic_score_gemma":0.00019137557,"teacher_disagreement_score":0.12859471,"about_ca_system_score_codex":0.0006443832,"about_ca_system_score_gemma":0.004852724,"threshold_uncertainty_score":0.99974847},"labels":[],"label_agreement":null},{"id":"W2904326757","doi":"10.1108/qrom-03-2018-1621","title":"Visualizing community pride: engaging community through photo- and video-voice methods","year":2018,"lang":"en","type":"article","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Royal Roads University; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Pride; Visual research; Originality; Emic and etic; Belongingness; Sociology; Public relations; Value (mathematics); Community engagement; Citizen journalism; Identity (music); Participatory action research; Construct (python library); Psychology; Social psychology; Social science; Political science; Qualitative research; Computer science; World Wide Web","score_opus":0.8093301708856412,"score_gpt":0.7731602778144592,"score_spread":0.03616989307118201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904326757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85514617,0.00014178496,0.10774789,0.0032056035,0.00031190147,0.000689939,0.000012381601,0.00005889989,0.032685433],"genre_scores_gemma":[0.9279537,0.0019016173,0.06909068,0.00030723805,0.00029037587,0.000043800133,0.000010045323,0.000025439154,0.0003770905],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93822426,0.059532244,0.0003978865,0.00019336246,0.0011391727,0.00051307125],"domain_scores_gemma":[0.99168646,0.005388845,0.00012697207,0.00024018902,0.0022587015,0.0002988344],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07089707,0.00012533362,0.00017677729,0.00071809307,0.005181787,0.000924521,0.00089517137,0.00006725766,0.00023725763],"category_scores_gemma":[0.009190026,0.0001274083,0.000021080974,0.0014545583,0.0020255258,0.0016443213,0.00084623444,0.0016736786,0.000013021074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059988317,0.00044150374,0.004372355,0.00004369929,0.00014712077,0.000016762951,0.6666384,0.0000021968187,0.00087414955,0.30380237,0.0004003263,0.023201156],"study_design_scores_gemma":[0.0008573284,0.00035195707,0.018529508,0.00023135389,0.00001220177,0.000008667408,0.8010762,0.00049298,0.0006468934,0.13142547,0.046138346,0.00022914627],"about_ca_topic_score_codex":0.004566393,"about_ca_topic_score_gemma":0.0020582597,"teacher_disagreement_score":0.1723769,"about_ca_system_score_codex":0.00044898663,"about_ca_system_score_gemma":0.00020293276,"threshold_uncertainty_score":0.999156},"labels":[],"label_agreement":null},{"id":"W2904511499","doi":"10.3138/anth.2017-0006","title":"Introduction: Ethnography, Performance and Imagination","year":2018,"lang":"en","type":"article","venue":"Anthropologica","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; York University","funders":"","keywords":"Ethnography; Sociology; Reflexivity; Embodied cognition; The arts; Citizen journalism; Epistemology; Aesthetics; Anthropology; Media studies; Visual arts; Computer science; Art","score_opus":0.42822374055731766,"score_gpt":0.6250420865942167,"score_spread":0.19681834603689902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904511499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9173765,0.00020806702,0.0008481173,0.02134459,0.0005625109,0.00013263737,6.5696645e-7,0.000118560376,0.05940834],"genre_scores_gemma":[0.9945691,0.0008707836,0.0023008494,0.00013166195,0.0013547683,0.000010983956,4.920861e-7,0.0000031930515,0.00075813866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880385,0.00043294203,0.000081437254,0.00018708795,0.00021377453,0.0002808983],"domain_scores_gemma":[0.99956715,0.000086529944,0.000029992898,0.00011057812,0.00011030749,0.000095444],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0013617488,0.00005161564,0.000071963615,0.00006615961,0.001955931,0.000047186582,0.00010973066,0.00005475561,0.002007716],"category_scores_gemma":[0.00063098845,0.00004358193,0.000015379646,0.00035899752,0.006089393,0.00026750824,0.00004500283,0.00009359963,0.00008840003],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010190159,0.00020658679,0.13468657,0.000022379194,0.000034996065,0.0000060292714,0.038407214,3.146177e-7,0.0067822924,0.26632386,0.0597526,0.49367526],"study_design_scores_gemma":[0.00016830362,0.0006782617,0.09410293,0.000006081629,0.0000091289385,0.0000023807054,0.013021794,0.00019804484,0.009241345,0.005497005,0.87689435,0.00018038748],"about_ca_topic_score_codex":0.00017822097,"about_ca_topic_score_gemma":0.000063920976,"teacher_disagreement_score":0.8171417,"about_ca_system_score_codex":0.000018065402,"about_ca_system_score_gemma":0.000040700343,"threshold_uncertainty_score":0.9993434},"labels":[],"label_agreement":null},{"id":"W2905082966","doi":"10.1080/02673843.2018.1554499","title":"Let’s do this together: an integration of photovoice and mobile interviewing in empowering and listening to LGBTQ+ youths in context","year":2018,"lang":"en","type":"article","venue":"International Journal of Adolescence and Youth","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photovoice; Transgender; Queer; Lesbian; Active listening; Context (archaeology); Psychology; Interview; Qualitative research; Social psychology; Sociology; Psychotherapist; Social science","score_opus":0.29462958491110935,"score_gpt":0.5629378106468049,"score_spread":0.26830822573569557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905082966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805737,0.00038573178,0.0007009352,0.00016249898,0.00018012707,0.00011285378,0.0000050731132,0.0000030230433,0.00039240505],"genre_scores_gemma":[0.99853194,0.00023715233,0.0009324467,0.00013405355,0.00013784444,0.0000021543394,3.0347613e-7,0.0000053715476,0.000018720415],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985315,0.0003689546,0.00039452832,0.00014233791,0.00040208068,0.00016060559],"domain_scores_gemma":[0.9991417,0.00012448379,0.00016965016,0.00005191529,0.00036514335,0.00014713866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031152144,0.0000762062,0.00018682748,0.00032291474,0.00005268484,0.00011214524,0.00022438141,0.000049205686,0.00001920677],"category_scores_gemma":[0.0009872516,0.0000683551,0.000023052462,0.0001599107,0.00027307216,0.00059906614,0.00008661503,0.00020319902,6.6644407e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032799158,0.00008689148,0.18235858,0.000013456093,0.000015344613,0.000015655141,0.6427997,0.0000050973085,0.023299366,0.0004927175,0.000003279571,0.15058193],"study_design_scores_gemma":[0.0023364609,0.0018326467,0.2541837,0.0064817467,0.000028123577,0.00003401638,0.7099588,0.0010003088,0.021801604,0.0009584434,0.0009666883,0.0004174508],"about_ca_topic_score_codex":0.0018323499,"about_ca_topic_score_gemma":0.00247712,"teacher_disagreement_score":0.15016447,"about_ca_system_score_codex":0.0000840418,"about_ca_system_score_gemma":0.00009158553,"threshold_uncertainty_score":0.278744},"labels":[],"label_agreement":null},{"id":"W2905418537","doi":"10.19043/ipdj.5sp.013","title":"Revealing and acting on patient care experiences: exploring the use of Photovoice in practice development work through case study methodology","year":2015,"lang":"en","type":"article","venue":"International Practice Development Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Work (physics); Psychology; Nursing; Sociology; Psychotherapist; Medicine; Engineering; Art; Visual arts","score_opus":0.9274842628318458,"score_gpt":0.6724249190794034,"score_spread":0.25505934375244244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905418537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928283,0.00014651693,0.0026157864,0.0010909816,0.001209232,0.00048588536,4.0795626e-7,0.00001449862,0.001608404],"genre_scores_gemma":[0.7622028,0.0000669768,0.23703018,0.00037161238,0.0001121788,0.00017489439,4.7997395e-7,0.000012374478,0.000028489818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9891003,0.0073159602,0.0009095115,0.00032454086,0.001913504,0.0004361797],"domain_scores_gemma":[0.98332804,0.013986479,0.00082828343,0.00014642808,0.0014728064,0.00023795739],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016397534,0.00017560867,0.0002354403,0.0002328348,0.000802135,0.00038740548,0.00038813677,0.00005986544,0.000022383769],"category_scores_gemma":[0.08081116,0.00013961577,0.000029880714,0.00048587166,0.00017057691,0.0032852704,0.00026896014,0.00082448556,0.0000060585144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057779695,0.00036330507,0.004937434,0.000004081169,0.00016288721,0.001747006,0.911892,0.00042972213,0.000015548527,0.00015864563,0.000039100156,0.07967245],"study_design_scores_gemma":[0.00044183191,0.00015112589,0.00057199923,0.00010968402,0.000018562823,0.0004137953,0.79747325,0.000010936058,0.0007892571,0.00001555275,0.19986844,0.00013557504],"about_ca_topic_score_codex":0.0018899868,"about_ca_topic_score_gemma":0.0006525157,"teacher_disagreement_score":0.2344144,"about_ca_system_score_codex":0.0011398379,"about_ca_system_score_gemma":0.0017535939,"threshold_uncertainty_score":0.92693156},"labels":[],"label_agreement":null},{"id":"W2905498361","doi":"10.18740/ss27269","title":"Introduction to the Special Issue","year":2018,"lang":"en","type":"article","venue":"Socialist studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Political science","score_opus":0.6195986959523513,"score_gpt":0.6852020365991848,"score_spread":0.06560334064683349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905498361","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03099503,0.00031352864,0.00017087856,0.8122863,0.010642648,0.0006424265,0.0000078883095,0.00013596319,0.1448053],"genre_scores_gemma":[0.13944103,0.0003140186,0.0011020238,0.0071156397,0.7968383,0.00020046203,9.863388e-7,0.000024610017,0.054962937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975057,0.0011287368,0.00013681967,0.00021471556,0.000574579,0.00043942596],"domain_scores_gemma":[0.9987997,0.00040699937,0.000041430252,0.00016926091,0.0004760164,0.00010663461],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0043582194,0.00007768282,0.00015154514,0.000039134655,0.0031430295,0.000080275495,0.0002786084,0.000042772142,0.0011471461],"category_scores_gemma":[0.014886988,0.000056949568,0.000049425835,0.0005804307,0.0019514542,0.00010470346,0.00015572784,0.000105857376,0.0018411975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014467875,0.0000130356475,0.00030356404,0.000002035796,0.00003983705,5.0688305e-7,0.112987965,1.6090159e-7,0.000030178138,0.044446092,0.82932055,0.012841605],"study_design_scores_gemma":[0.000041763713,0.000053495216,0.0015121484,0.0000027281917,0.000010721682,3.409281e-8,0.042639297,3.747088e-7,0.00021400505,0.007093152,0.9483632,0.00006906946],"about_ca_topic_score_codex":0.0006037165,"about_ca_topic_score_gemma":0.008857359,"teacher_disagreement_score":0.8051707,"about_ca_system_score_codex":0.00027530445,"about_ca_system_score_gemma":0.00015241049,"threshold_uncertainty_score":0.99976593},"labels":[],"label_agreement":null},{"id":"W2905502578","doi":"10.4324/9781315276953-4","title":"Residential School Photographs","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Optometry; Visual arts; Medicine; Art","score_opus":0.5733414241356388,"score_gpt":0.6233514528360263,"score_spread":0.05001002870038751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905502578","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015642733,0.0001476009,0.00024298523,0.00010898175,0.0005302903,0.00040956083,0.0000088193765,0.00017922123,0.9982161],"genre_scores_gemma":[0.001175663,0.0002825433,0.0015892624,0.00020304817,0.0017779233,0.000020743066,0.0000030161266,0.000044799755,0.994903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968872,0.0003868277,0.00028256176,0.00042745695,0.0014156812,0.0006002758],"domain_scores_gemma":[0.9981127,0.00031181698,0.00011467156,0.00042178007,0.00032431877,0.0007147514],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036177523,0.00020545405,0.0002865429,0.00028766275,0.00052686594,0.0001969511,0.0006127669,0.0004927739,0.1826972],"category_scores_gemma":[0.0017716548,0.0001992798,0.00022404014,0.000081322054,0.0015293956,0.00016383131,0.00016246231,0.00045586925,0.009540027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049052655,0.000012930115,0.00007913999,0.000017042714,0.00012157622,0.00004331855,0.0022029423,3.879171e-8,0.00015410571,0.68007165,0.31446224,0.0027859746],"study_design_scores_gemma":[0.000078323326,0.000053987646,0.000026403859,0.000044274293,0.00002456138,2.0162952e-7,0.00019598653,0.000001624321,0.0001642942,0.1209802,0.87820816,0.00022196112],"about_ca_topic_score_codex":0.0018808781,"about_ca_topic_score_gemma":0.006045763,"teacher_disagreement_score":0.5637459,"about_ca_system_score_codex":0.00026463336,"about_ca_system_score_gemma":0.0015694088,"threshold_uncertainty_score":0.99123114},"labels":[],"label_agreement":null},{"id":"W2905672351","doi":"10.1016/j.drugpo.2018.08.008","title":"Entangled empathy, drug use, and photographs of suffering","year":2018,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Empathy; Photography; Sociology; Visual arts; Photojournalism; Addiction; Social media; Period (music); Psychology; Media studies; Aesthetics; Social psychology; Art; Law; Political science","score_opus":0.30417327916249925,"score_gpt":0.5946219029735252,"score_spread":0.290448623811026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905672351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949887,0.00007867298,0.00015320598,0.0011636206,0.0004896199,0.000060907667,0.000011877514,0.0000073930187,0.0030460209],"genre_scores_gemma":[0.99671847,0.00019711818,0.0012437801,0.0001627338,0.0012921994,0.000001447252,2.9119013e-7,0.00000800533,0.0003759642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784464,0.0005166054,0.00037509654,0.0000868342,0.0009482152,0.00022859298],"domain_scores_gemma":[0.9977806,0.00053314544,0.0003140416,0.00007435055,0.0010586984,0.00023911479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024898413,0.00007176055,0.00017076287,0.0005261356,0.000101150625,0.0001133405,0.00047561314,0.000032498014,0.00011691547],"category_scores_gemma":[0.0037874542,0.00006487772,0.000098640274,0.00027422875,0.0006406361,0.00053015037,0.00010156519,0.00015382684,0.000004924369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006902751,0.00053168176,0.44333658,0.000026805832,0.000755221,0.00015043697,0.40683421,0.000008326404,0.04995589,0.06559283,0.004351089,0.027766632],"study_design_scores_gemma":[0.006085392,0.0008103827,0.40562868,0.0010209689,0.00013635187,0.00019123015,0.06631875,0.00039679906,0.31262958,0.05537149,0.15048617,0.000924208],"about_ca_topic_score_codex":0.0042257016,"about_ca_topic_score_gemma":0.0010135908,"teacher_disagreement_score":0.34051546,"about_ca_system_score_codex":0.00013284778,"about_ca_system_score_gemma":0.00046397638,"threshold_uncertainty_score":0.63880247},"labels":[],"label_agreement":null},{"id":"W2906684310","doi":"10.1177/1609406918817953","title":"Working Towards the Promise of Participatory Action Research: Learning From Ageing Research Exemplars","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Action research; Public relations; Sociology; Process (computing); Critical appraisal; Engineering ethics; Political science; Pedagogy; Medicine","score_opus":0.9934965774267595,"score_gpt":0.8542333576260204,"score_spread":0.13926321980073908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906684310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8887942,0.0006051945,0.09359309,0.0073132114,0.0021851077,0.00034525627,0.0000040334835,0.000019539379,0.00714037],"genre_scores_gemma":[0.91602045,0.00017156529,0.081066184,0.000043187123,0.0019598803,0.000030463987,7.7549436e-7,0.000021920776,0.0006855459],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.84462315,0.14810055,0.0010276935,0.00028518302,0.005212448,0.0007509943],"domain_scores_gemma":[0.96103424,0.028819444,0.00074456015,0.00023088444,0.008867079,0.00030382304],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.28412393,0.00012812603,0.00035712222,0.00081812916,0.0012612566,0.00023895582,0.0016041454,0.0001344442,0.00043359332],"category_scores_gemma":[0.119412705,0.00009641245,0.00019482507,0.0012183093,0.0053987564,0.0005606843,0.00034814366,0.0020063242,0.000025206755],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008440942,0.00016281958,0.0013307071,0.000008235348,0.00040867098,0.000044134937,0.68808615,0.000030539635,0.051868558,0.022352874,0.00078952755,0.23407367],"study_design_scores_gemma":[0.000821899,0.00095343933,0.0070393183,0.0006318608,0.000040062223,0.0000042581455,0.5103283,0.00068608124,0.09134781,0.20719028,0.18073876,0.00021794226],"about_ca_topic_score_codex":0.002275504,"about_ca_topic_score_gemma":0.000501901,"teacher_disagreement_score":0.23385572,"about_ca_system_score_codex":0.00088434556,"about_ca_system_score_gemma":0.0014858443,"threshold_uncertainty_score":0.99730796},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2906798172","doi":"10.1017/9781108116121.019","title":"<i>Doing It</i>: Participatory Visual Methodologies and Youth Sexuality Research","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Visual research; Human sexuality; Citizen journalism; Sociology; Gender studies; Psychology; Political science; Computer science; Visual arts; Art; World Wide Web","score_opus":0.7775168430941322,"score_gpt":0.5896835410940062,"score_spread":0.18783330200012593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906798172","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00556065,0.00028807472,0.0013561057,0.00007395791,0.000290768,0.0007682033,0.00018139102,0.00023075928,0.9912501],"genre_scores_gemma":[0.0071703354,0.000399977,0.0020894322,0.00008176647,0.0006140247,0.0000043543687,0.000012059198,0.000062409716,0.9895657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98863214,0.0069898604,0.0003559658,0.0010304985,0.0016516082,0.001339936],"domain_scores_gemma":[0.9942599,0.0030776104,0.0002338006,0.0006522569,0.00091891625,0.00085753994],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.017571341,0.00040117966,0.0006784414,0.00040802828,0.0019540805,0.00022824774,0.00094724423,0.00078664353,0.00004609092],"category_scores_gemma":[0.0022755414,0.00046740545,0.0001633063,0.00005405207,0.0073423735,0.00026793493,0.0015654394,0.001406472,0.000046232013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030755968,0.000029406548,0.000029421852,0.00013301201,0.00021142291,0.00015512528,0.02247146,3.031101e-7,0.00015097666,0.94621426,0.022786273,0.007510763],"study_design_scores_gemma":[0.00031404998,0.0002008742,0.000034163306,0.00016839388,0.00015632462,9.84073e-7,0.015137601,0.000017421426,0.0005046852,0.00019667528,0.9827696,0.0004992057],"about_ca_topic_score_codex":0.0025250183,"about_ca_topic_score_gemma":0.00017608654,"teacher_disagreement_score":0.95998335,"about_ca_system_score_codex":0.00059587636,"about_ca_system_score_gemma":0.0010910579,"threshold_uncertainty_score":0.9997778},"labels":[],"label_agreement":null},{"id":"W2911607578","doi":"10.26443/crae.v45i1.59","title":"Endless Open Heart: Collaborative Poetry and Image as Contemplative and Restorative Practice / Du fond du cœur : poésie concertée et imagerie pour une pratique contemplative et restauratrice","year":2018,"lang":"en","type":"article","venue":"The Canadian Review of Art Education / Revue canadienne d’éducation artistique","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Contemplation; Poetry; Compassion; Art; The arts; Humanities; Visual arts; Art history; Philosophy; Theology; Literature","score_opus":0.2114714947817461,"score_gpt":0.5629417062628547,"score_spread":0.3514702114811086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911607578","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065305814,0.0056006787,0.00033290812,0.7291879,0.0006708355,0.0059388257,0.0004067334,0.00003370068,0.1925226],"genre_scores_gemma":[0.9516621,0.007975482,0.0059058852,0.02850698,0.0003787768,0.0009952242,0.00010471739,0.000051942567,0.0044188593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884488,0.00930481,0.0007602977,0.0006129465,0.00027133964,0.00060182624],"domain_scores_gemma":[0.9874115,0.00425223,0.0009187785,0.0005413213,0.0055383835,0.0013377786],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0119686825,0.00031028086,0.0006301584,0.00023545188,0.0014127342,0.0004289976,0.0005370649,0.00014212602,0.000302213],"category_scores_gemma":[0.048580505,0.0002925137,0.000047529204,0.001392151,0.0020580895,0.0018670278,0.00010970274,0.00047713937,0.000056374753],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092193775,0.000115663024,0.00052762876,0.00038076998,0.000084136984,0.000015756092,0.17518409,2.4115064e-7,0.00037561922,0.67079085,0.15078807,0.0016450128],"study_design_scores_gemma":[0.00038573638,0.0003529414,0.013178723,0.001996679,0.000099539466,0.000098612494,0.10191329,0.000019143867,0.00031576428,0.007234689,0.8739885,0.00041637028],"about_ca_topic_score_codex":0.49383667,"about_ca_topic_score_gemma":0.9313526,"teacher_disagreement_score":0.8863563,"about_ca_system_score_codex":0.0019934552,"about_ca_system_score_gemma":0.03727305,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null},{"id":"W2911934524","doi":"10.31372/20180304.1015","title":"Facilitators and Barriers to Being Physically Active in a Rural Hawaiʻi Community: A Photovoice Perspective","year":2018,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Active living; Perception; Physical activity; Perspective (graphical); Psychology; Gerontology; Medicine; Physical therapy","score_opus":0.13346559562801233,"score_gpt":0.5253946140257061,"score_spread":0.3919290183976938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911934524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8955691,0.000038343573,0.0008713151,0.0032742792,0.0003555338,0.00028732367,0.000011145256,0.000030117522,0.09956287],"genre_scores_gemma":[0.9980888,0.000016950578,0.0011171632,0.00009710978,0.00039884378,0.00001274546,3.4980388e-7,0.000018072162,0.00024997533],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941672,0.0037950017,0.00026105013,0.00022234856,0.00066710636,0.00088726386],"domain_scores_gemma":[0.9977901,0.00052458857,0.00009463202,0.00019015344,0.0003653398,0.001035175],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004113061,0.00018461498,0.00030835508,0.0003689249,0.0026330617,0.00033356695,0.00034529503,0.00011203197,0.00013416716],"category_scores_gemma":[0.0041518635,0.00017671111,0.00007833213,0.0007780441,0.0015530584,0.00055390986,0.00005092212,0.001181783,0.000027346903],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005215272,0.00010800833,0.0066051767,0.0000045327474,0.000050202976,0.000028838269,0.93325645,6.3817106e-7,0.004248148,0.0035854331,0.00077493885,0.050816115],"study_design_scores_gemma":[0.00081489794,0.000777239,0.028562166,0.00050277327,0.00002424831,0.000029152983,0.9343493,0.00008059616,0.0011057568,0.030521205,0.0029242227,0.0003084157],"about_ca_topic_score_codex":0.0012502106,"about_ca_topic_score_gemma":0.001924679,"teacher_disagreement_score":0.10251971,"about_ca_system_score_codex":0.0011202091,"about_ca_system_score_gemma":0.0006931567,"threshold_uncertainty_score":0.9986654},"labels":[],"label_agreement":null},{"id":"W2913278362","doi":"10.1177/1609406918820424","title":"Arts-Based Engagement Ethnography: An Approach for Making Research Engaging and Knowledge Transferable When Working With Harder-to-Reach Communities","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Qualitative research; Ethnography; Set (abstract data type); Kinesthetic learning; Nature versus nurture; Sociology; Phenomenon; Focus group; Psychology; Epistemology; Pedagogy; Social science; Computer science","score_opus":0.979205707281223,"score_gpt":0.8086865486835625,"score_spread":0.17051915859766054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913278362","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18760416,0.00034041685,0.8033062,0.000991331,0.00023519715,0.00059181015,0.000008060092,0.000016846729,0.0069059376],"genre_scores_gemma":[0.4924545,0.000009975556,0.5071083,0.00011248006,0.00013918808,0.000059770457,0.0000022063593,0.000017174,0.00009646677],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95160365,0.04553931,0.0005336146,0.0002396615,0.0015396945,0.00054409186],"domain_scores_gemma":[0.978231,0.018492034,0.00020277213,0.00018148577,0.002617684,0.00027498484],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.15387599,0.00016315782,0.00038754495,0.0010852084,0.0007569973,0.0003848055,0.0009099457,0.00007590497,0.000074832504],"category_scores_gemma":[0.0034412383,0.00013892521,0.00012015578,0.0004510145,0.00067633006,0.0005162499,0.000090512614,0.0010310077,0.0000014600807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001054218,0.00031945485,0.003925779,0.000066619046,0.00034693556,0.0000035283065,0.8513921,0.000497415,0.0027696034,0.038167108,0.00005465366,0.10140258],"study_design_scores_gemma":[0.0021442245,0.0015149108,0.0012165126,0.0007228296,0.000046807298,0.0000036445645,0.8951721,0.0069142724,0.0031077468,0.020991642,0.06780624,0.00035908245],"about_ca_topic_score_codex":0.00032615836,"about_ca_topic_score_gemma":0.00021474464,"teacher_disagreement_score":0.30485034,"about_ca_system_score_codex":0.00031046275,"about_ca_system_score_gemma":0.0006617068,"threshold_uncertainty_score":0.8712627},"labels":[],"label_agreement":null},{"id":"W2913303219","doi":"10.1111/aman.13211","title":"Village Tales. Sue Sudbury, dir. 23 min. Telugu with English subtitles. New York: Sequoia Films, 2017.","year":2019,"lang":"en","type":"article","venue":"American Anthropologist","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telugu; Citation; History; Art; Library science; Computer science; Artificial intelligence","score_opus":0.26174442260216374,"score_gpt":0.5268411706592541,"score_spread":0.2650967480570903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913303219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70524204,0.005311018,0.0015577634,0.01033438,0.0021799302,0.0018731083,0.00014100129,0.001013648,0.27234712],"genre_scores_gemma":[0.9741558,0.00078850205,0.004265426,0.00039192013,0.00048230216,0.000027462647,0.0000199428,0.000053559066,0.019815106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954354,0.0010664887,0.00033461294,0.0007350819,0.0010205056,0.0014078859],"domain_scores_gemma":[0.99722743,0.0007531746,0.0002931798,0.00075056416,0.00021947456,0.00075617904],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016672849,0.00032412176,0.0006233265,0.0001512286,0.00057039765,0.00019507784,0.0008919099,0.0001451853,0.006021893],"category_scores_gemma":[0.0019866042,0.00026983977,0.00012890359,0.0011324589,0.04425785,0.00029344138,0.00018858472,0.00043020357,0.0013359364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046773505,0.0006016222,0.25972986,0.00006656547,0.00027978315,0.00035494167,0.02016049,0.00005789822,0.0015687722,0.06626303,0.6103267,0.040122595],"study_design_scores_gemma":[0.0008353951,0.001377582,0.012027405,0.00006162056,0.000048159643,0.000006106368,0.19192909,0.00008688285,0.002668075,0.00011662835,0.78992856,0.0009145062],"about_ca_topic_score_codex":0.42282313,"about_ca_topic_score_gemma":0.071524255,"teacher_disagreement_score":0.3512989,"about_ca_system_score_codex":0.00030635484,"about_ca_system_score_gemma":0.0013503499,"threshold_uncertainty_score":0.9999754},"labels":[],"label_agreement":null},{"id":"W2913750189","doi":"10.3138/ctr.177.006","title":"Performing Hospitality, Speaking Solidarity","year":2019,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Solidarity; Conversation; Embodied cognition; Visual arts; Sociology; Media studies; Aesthetics; Gender studies; Art; Tourism; Political science; Communication; Epistemology; Law; Philosophy","score_opus":0.35374593184645176,"score_gpt":0.5628812975831606,"score_spread":0.20913536573670888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913750189","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081505924,0.062995754,0.000013548649,0.0052076685,0.00043045584,0.0012143231,0.00001164974,0.000058472604,0.8485622],"genre_scores_gemma":[0.97636294,0.01895615,0.0002773145,0.0026731887,0.00024310347,0.00003262192,0.000003109193,0.000022229498,0.0014293432],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972831,0.0009948992,0.00021488455,0.00024792898,0.00042458187,0.00083462324],"domain_scores_gemma":[0.9983136,0.00016906517,0.000053621297,0.00037446932,0.00009275152,0.000996509],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005735282,0.00011134919,0.0003088807,0.00008529136,0.0004117126,0.00007949887,0.0004389882,0.00008122977,0.0031402532],"category_scores_gemma":[0.0008177042,0.00010476779,0.00012174826,0.00044546748,0.00016042154,0.00025140351,0.00004109992,0.00025385522,0.0012524872],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016910062,0.000018894063,0.06645906,0.0018199018,0.00003583086,0.000040662137,0.003236198,5.909557e-7,0.000032325057,0.04212621,0.0036799524,0.8825487],"study_design_scores_gemma":[0.00004660535,0.00001910937,0.001722708,0.0014817774,0.000020909953,0.0000013122833,0.0005844356,0.00001562441,0.000011950462,0.00066463713,0.99526334,0.00016762145],"about_ca_topic_score_codex":0.21405154,"about_ca_topic_score_gemma":0.384576,"teacher_disagreement_score":0.99158335,"about_ca_system_score_codex":0.0006885692,"about_ca_system_score_gemma":0.0023630317,"threshold_uncertainty_score":0.9995251},"labels":[],"label_agreement":null},{"id":"W2914652119","doi":"10.1002/pra2.2018.14505501130","title":"(How) should information world maps be visually analyzed?","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Interview; Visual methods; Content analysis; Citizen journalism; Computer science; Data science; The arts; Photography; Information retrieval; Sociology; Psychology; World Wide Web; Visual arts; Social science; Cognitive science","score_opus":0.21438339515967575,"score_gpt":0.510272236569869,"score_spread":0.2958888414101932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914652119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6913195,0.00001588983,0.000750214,0.08879528,0.00065912877,0.0022204344,0.00006105552,0.00039256577,0.2157859],"genre_scores_gemma":[0.9972874,0.00001318114,0.0012655585,0.00048639218,0.000050142975,0.00007029097,0.0000012565374,0.0000023878272,0.0008234163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977388,0.00001668335,0.00034425233,0.00010404877,0.0013647565,0.00043147037],"domain_scores_gemma":[0.99293417,0.00014109635,0.0007509404,0.00007418372,0.006017461,0.000082127815],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009268417,0.00007875493,0.00013975911,0.001114579,0.0013215313,0.00055347313,0.00072226225,0.00014839796,0.0000046960586],"category_scores_gemma":[0.028181879,0.000062627754,0.0000369668,0.004894356,0.0015262621,0.00895856,0.00020827223,0.00014184898,0.0000076185543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002032084,0.000014191175,0.031110866,0.00003194567,0.00001588078,3.4460363e-9,0.008674463,1.9599105e-7,0.0037714294,0.92723197,0.0058612037,0.023267517],"study_design_scores_gemma":[0.00046802612,0.00014665736,0.007255829,0.000024489307,0.000023758335,5.1804915e-7,0.017232956,0.0006966643,0.06019842,0.025221188,0.8885663,0.00016515006],"about_ca_topic_score_codex":0.00003230505,"about_ca_topic_score_gemma":0.00004273018,"teacher_disagreement_score":0.9020108,"about_ca_system_score_codex":0.0004459316,"about_ca_system_score_gemma":0.0003819086,"threshold_uncertainty_score":0.9999786},"labels":[],"label_agreement":null},{"id":"W2915013282","doi":"","title":"Translating Domain Expertise through Visual Sensemaking.","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sensemaking; Visual thinking; Computer science; Process (computing); Visual research; Human–computer interaction; Novelty; Comprehension; Set (abstract data type); Knowledge management; Data science; Psychology; Mathematics education","score_opus":0.4844080606649838,"score_gpt":0.5760736101705216,"score_spread":0.09166554950553779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915013282","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016882258,0.00023032406,0.0032936945,0.0006077067,0.00041977933,0.0019669454,0.000036892474,0.00040401885,0.99135244],"genre_scores_gemma":[0.01701349,0.00037531593,0.0039386745,0.00004277941,0.00066417607,0.000002422592,0.000017179553,0.00029742942,0.97764856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97656304,0.016595453,0.00033416494,0.0015463341,0.0028176,0.002143413],"domain_scores_gemma":[0.9958981,0.00088817545,0.00039434351,0.001073555,0.0005692977,0.0011765206],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0062339394,0.00056224543,0.00094577775,0.0014216352,0.0047344062,0.00064803904,0.0041325064,0.0012388991,0.00012220423],"category_scores_gemma":[0.00055634027,0.00071163883,0.00036654578,0.0025369409,0.0037152872,0.0011733692,0.0011046414,0.001983365,0.0003675431],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003936832,0.00023539938,0.00030186892,0.00009963307,0.00025820298,0.0022579995,0.010317546,0.000003378395,0.00088248507,0.94866246,0.03440794,0.002179387],"study_design_scores_gemma":[0.0013910246,0.00026315462,0.00005617294,0.0005026829,0.00007237777,0.0000056297827,0.020993711,0.00007898194,0.00017704857,0.00018187334,0.97552884,0.00074852735],"about_ca_topic_score_codex":0.043091733,"about_ca_topic_score_gemma":0.014954013,"teacher_disagreement_score":0.9484806,"about_ca_system_score_codex":0.0028028912,"about_ca_system_score_gemma":0.0035018206,"threshold_uncertainty_score":0.9995335},"labels":[],"label_agreement":null},{"id":"W2915067662","doi":"10.26443/crae.v46i1.60","title":"Moving Toward Third-Space: Reflections on the Tensions with/in Qualitative Research / Vers le troisième espace : réflexions sur les tensions en recherche qualitative","year":2019,"lang":"en","type":"article","venue":"The Canadian Review of Art Education / Revue canadienne d’éducation artistique","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dialectic; Qualitative research; Humanities; Sociology; Contemplation; Feeling; Psychology; Epistemology; Philosophy; Social psychology; Social science","score_opus":0.7662489641079228,"score_gpt":0.6615920758304602,"score_spread":0.10465688827746256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915067662","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18514262,0.0022516812,0.00011899663,0.7656324,0.00050246704,0.0035465835,0.00006990234,0.000037890255,0.042697486],"genre_scores_gemma":[0.97293776,0.0024821071,0.002043276,0.003454507,0.00013736669,0.001171614,0.000041763597,0.00004658595,0.017684994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9641878,0.03314307,0.0006244455,0.00053360756,0.0005266153,0.0009844843],"domain_scores_gemma":[0.973473,0.021157254,0.00036919178,0.0010884778,0.0029280528,0.0009840291],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04580785,0.00023519881,0.00044667025,0.0006729017,0.0019160972,0.00009234294,0.00075735035,0.00020307484,0.00046465735],"category_scores_gemma":[0.078295745,0.00017686284,0.00011885064,0.0032792492,0.0010390203,0.0002904479,0.000042980937,0.0015379941,0.00023073234],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000016199852,0.0000839814,0.000059142036,0.00023043196,0.00002513115,0.0000011346161,0.41067582,0.000017953425,0.00018795475,0.5697317,0.018421218,0.00054930215],"study_design_scores_gemma":[0.00012855603,0.00017000278,0.002528033,0.004464948,0.00003353205,0.0000056405497,0.681222,0.00003766747,0.000094956995,0.015302081,0.29573017,0.00028240436],"about_ca_topic_score_codex":0.6398461,"about_ca_topic_score_gemma":0.9798635,"teacher_disagreement_score":0.7877951,"about_ca_system_score_codex":0.0069413166,"about_ca_system_score_gemma":0.033164877,"threshold_uncertainty_score":0.9993833},"labels":[],"label_agreement":null},{"id":"W2916439699","doi":"10.15353/cjds.v8i1.473","title":"Multimedia Storytelling Methodology: Notes on Access and Inclusion in Neoliberal Times","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Temporality; Inclusion (mineral); Storytelling; Sociology; Normative; Negotiation; Digital storytelling; Embodied cognition; Space (punctuation); Vulnerability (computing); Inclusion–exclusion principle; Neoliberalism (international relations); Selection (genetic algorithm); Visual arts; Computer science; Epistemology; Narrative; Gender studies; Pedagogy; Social science; Art; Political science; Law","score_opus":0.686084104521272,"score_gpt":0.6370603215996121,"score_spread":0.049023782921659875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916439699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913769,0.0017816039,0.000021193538,0.005088316,0.00046473413,0.00021637557,0.000003977042,0.000004360515,0.001042567],"genre_scores_gemma":[0.99716914,0.0001742094,0.0021942372,0.00024265327,0.00013960889,0.0000036075112,1.4054584e-7,0.000006953363,0.0000694458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995942,0.0026778644,0.00034187053,0.00018295068,0.0004015798,0.00045372095],"domain_scores_gemma":[0.9922137,0.00677699,0.00012747831,0.00013026963,0.00021115247,0.00054035825],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011323456,0.0001095286,0.00042177597,0.00019311388,0.00069193065,0.00005150307,0.0004074196,0.00008155648,0.000116414245],"category_scores_gemma":[0.022419838,0.000089674206,0.00006300252,0.00026904405,0.0015942658,0.0003549863,0.0004551207,0.0003557237,0.00000556073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071660594,0.000041948355,0.80840373,0.00004487045,0.00005966315,0.00002159937,0.14437827,0.00013835843,0.00009970696,0.0011517867,0.00012494253,0.045463454],"study_design_scores_gemma":[0.0018752118,0.0009326784,0.74323475,0.00061096734,0.000071655246,0.0000050501308,0.06770714,0.0004747955,0.0014145942,0.16890393,0.014117114,0.0006521242],"about_ca_topic_score_codex":0.02288835,"about_ca_topic_score_gemma":0.28597695,"teacher_disagreement_score":0.26308858,"about_ca_system_score_codex":0.0008651066,"about_ca_system_score_gemma":0.0008591487,"threshold_uncertainty_score":0.98581475},"labels":[],"label_agreement":null},{"id":"W2916800008","doi":"10.1177/0844562119832395","title":"Exploring Social Support, Sport Participation and Rural Women’s Health using Photovoice: The Manitoba Experience","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo; Western University; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Thematic analysis; Context (archaeology); Curling; Pride; Focus group; Qualitative research; Psychology; Gerontology; Medicine; Sociology; Geography; Social science; Political science","score_opus":0.8663013198873759,"score_gpt":0.678279085862601,"score_spread":0.18802223402477491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916800008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947819,0.0001962331,0.000024249748,0.0029981646,0.0005821284,0.00032277187,0.0000024512078,0.0000053905,0.0010867085],"genre_scores_gemma":[0.9990652,0.000078728226,0.000098397446,0.000108304775,0.00050277886,0.000023974759,3.08093e-7,0.000016486278,0.00010581925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99494773,0.0016357178,0.00038424015,0.00015835566,0.0013216954,0.0015522533],"domain_scores_gemma":[0.9972748,0.0003420029,0.0001702881,0.00015322698,0.0005309414,0.0015287406],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014611495,0.00009314991,0.00023915606,0.0004897377,0.0023770116,0.0004910752,0.00054395193,0.000057048317,0.00020793702],"category_scores_gemma":[0.0011294619,0.000080065955,0.000049389895,0.00079297775,0.0014496514,0.0010445535,0.000029450683,0.00072184514,0.0000117504205],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00010543473,0.000051174036,0.098362416,0.000027653752,0.000018958406,0.00007718967,0.8022139,0.000027430211,0.0011099101,0.0030901278,0.0012883585,0.09362744],"study_design_scores_gemma":[0.0004714373,0.00052046607,0.19426286,0.00050837727,0.000008022839,0.000031620948,0.7799549,0.00024244915,0.00034018318,0.0024086193,0.021032589,0.00021845583],"about_ca_topic_score_codex":0.03584582,"about_ca_topic_score_gemma":0.018151177,"teacher_disagreement_score":0.09590045,"about_ca_system_score_codex":0.004670914,"about_ca_system_score_gemma":0.007112006,"threshold_uncertainty_score":0.999765},"labels":[],"label_agreement":null},{"id":"W2917813426","doi":"10.1177/1609406918804955","title":"Malleable Methodologies: Sculpting and Imagination in Embodied Health Research","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Embodied cognition; Subjectivity; Malleability; Sociology; Epistemology; Computer science; Psychology; Artificial intelligence; Philosophy","score_opus":0.9871954632403177,"score_gpt":0.8699543785826118,"score_spread":0.11724108465770589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917813426","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44360173,0.0040627774,0.45619422,0.04750487,0.0023905216,0.000967925,0.000010137907,0.00003633588,0.04523149],"genre_scores_gemma":[0.23377149,0.000514886,0.7645192,0.00023778842,0.0001877316,0.000011472559,5.8659106e-7,0.000012641568,0.0007441964],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8875002,0.10835724,0.0009937264,0.00028710603,0.0022291855,0.0006325152],"domain_scores_gemma":[0.9691068,0.02770352,0.00052259717,0.00011053385,0.0023293751,0.00022717465],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2936008,0.00010084044,0.00040572646,0.0010615728,0.00017142789,0.0001561205,0.00062623544,0.00007578457,0.00019083638],"category_scores_gemma":[0.068617046,0.00009071962,0.000081327984,0.00061267207,0.00061759836,0.0007726446,0.00016733461,0.0007831977,0.000014152913],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003792737,0.0001328654,0.005462355,0.00004877874,0.00015288031,0.000026524138,0.43798438,0.00008003987,0.008118213,0.27580658,0.00038417568,0.27142394],"study_design_scores_gemma":[0.001810624,0.00067730073,0.014281023,0.0004445646,0.000006294449,0.000012362027,0.5084774,0.0007906564,0.002387718,0.42810977,0.042758014,0.0002442763],"about_ca_topic_score_codex":0.000880977,"about_ca_topic_score_gemma":0.00013324582,"teacher_disagreement_score":0.308325,"about_ca_system_score_codex":0.00087569345,"about_ca_system_score_gemma":0.000999908,"threshold_uncertainty_score":0.9392284},"labels":[],"label_agreement":null},{"id":"W2920779426","doi":"","title":"Urban First Nations men create a ribbon shirt","year":2018,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metis; Photovoice; Narrative; Phenomenology (philosophy); Nature versus nurture; First nation; Gender studies; Geography; Sociology; Visual arts; Art; Anthropology; Computer science; Ecology; World Wide Web; Epistemology","score_opus":0.13940609243018703,"score_gpt":0.44870487493746025,"score_spread":0.3092987825072732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920779426","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0527633,0.00016821397,0.00075357716,0.0003058819,0.0010837781,0.0007819267,0.00008284202,0.0002904255,0.94377005],"genre_scores_gemma":[0.17198749,0.0003922408,0.0014098181,0.000020583046,0.00070247945,0.00001038739,0.00063700025,0.000062630475,0.82477736],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639285,0.0009516699,0.0002333679,0.0006141644,0.0010240752,0.00078385277],"domain_scores_gemma":[0.99789506,0.00038538044,0.00025243283,0.00042009747,0.0005029616,0.00054404687],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010206903,0.00029212976,0.0003657702,0.0012296799,0.0023826375,0.0001821239,0.0010026383,0.000511593,0.0036658784],"category_scores_gemma":[0.0010851503,0.0003646097,0.00023849505,0.0015941138,0.0004658615,0.00047111223,0.00009393787,0.0004492893,0.00040897686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012245413,0.0009819779,0.0051264493,0.0006174326,0.0012202297,0.00048381093,0.35724324,0.000004705425,0.00043394754,0.29483417,0.33143675,0.0063927597],"study_design_scores_gemma":[0.00039960528,0.00008828406,0.001382794,0.00019467938,0.00021516059,2.0370655e-7,0.05087379,0.00002974392,0.0003950226,0.00024389244,0.9457683,0.00040852994],"about_ca_topic_score_codex":0.0040736403,"about_ca_topic_score_gemma":0.43721777,"teacher_disagreement_score":0.61433154,"about_ca_system_score_codex":0.000666811,"about_ca_system_score_gemma":0.0010201874,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W2922345824","doi":"10.1017/s0714980819000072","title":"Initiating Participatory Action Research with Older Adults: Lessons Learned through Reflexivity","year":2019,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.5648797737365995,"score_gpt":0.5628684584022302,"score_spread":0.002011315334369268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922345824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9146282,0.002239114,0.00015855409,0.061774954,0.0030370203,0.0009513997,0.00006970707,0.000035632882,0.017105406],"genre_scores_gemma":[0.98805916,0.0009101956,0.0006273951,0.0011403579,0.0015279247,0.00011597468,0.000009730943,0.00012646244,0.0074827825],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833419,0.009507759,0.0008302911,0.0010276247,0.001018716,0.004273735],"domain_scores_gemma":[0.990231,0.0018738352,0.00047449587,0.0007800488,0.0012975887,0.0053430586],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.021037728,0.000521814,0.0006991459,0.00080497144,0.0032624267,0.000823975,0.0009549548,0.00039024488,0.0032838213],"category_scores_gemma":[0.0034797639,0.0005364108,0.00021590079,0.0020891386,0.0015129982,0.0012059325,0.00007722793,0.0034613942,0.0004921201],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00047039313,0.0006189592,0.050500114,0.0014911859,0.00082344736,0.007986995,0.39713037,0.0029833426,0.0004392442,0.26990476,0.014053633,0.25359756],"study_design_scores_gemma":[0.0016121338,0.001248764,0.019676568,0.0077262037,0.000101306054,0.0001893328,0.0702917,0.0011749481,0.0002908715,0.0021106284,0.8946346,0.000942915],"about_ca_topic_score_codex":0.2511056,"about_ca_topic_score_gemma":0.8303836,"teacher_disagreement_score":0.880581,"about_ca_system_score_codex":0.009361002,"about_ca_system_score_gemma":0.0088044265,"threshold_uncertainty_score":0.9997088},"labels":[],"label_agreement":null},{"id":"W2923297328","doi":"","title":"Reflexivity and reflection: learning to be a researcher through a confessional format","year":2018,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Confessional; Reflexivity; Meaning (existential); Sociology; Reflection (computer programming); Ethnography; Pedagogy; Epistemology; Psychology; Computer science; Social science; Political science","score_opus":0.6717271450792134,"score_gpt":0.6407552224909805,"score_spread":0.030971922588232892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923297328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659299,0.000051916348,0.00024909267,0.02269248,0.00045516915,0.0016980874,0.000017115912,0.000008079998,0.008898141],"genre_scores_gemma":[0.9936922,0.00001670532,0.0009158789,0.00045652752,0.00015587498,0.00012355318,0.0000010540683,0.000006559656,0.0046316246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982786,0.0005733319,0.00016439961,0.00015703093,0.00048084848,0.00034574323],"domain_scores_gemma":[0.99787635,0.0005152076,0.00011668379,0.00024398991,0.0009909463,0.00025685216],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00434344,0.00006878735,0.00012403981,0.000034527562,0.0020133175,0.00006271034,0.00043333744,0.00006817623,0.00009593312],"category_scores_gemma":[0.003268218,0.000047252925,0.00008255186,0.00038535753,0.0008926356,0.00016928864,0.00008704951,0.00019086763,0.000002148668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010795406,0.00026613593,0.007513139,0.000045670567,0.00016365631,2.2576328e-8,0.8549084,0.0000054493944,0.0014223147,0.045095053,0.07218046,0.018291717],"study_design_scores_gemma":[0.0004504769,0.0009313638,0.03139875,0.00009537146,0.00006765743,4.060867e-7,0.56357557,0.00033441346,0.00091143476,0.0073610977,0.39470303,0.00017040584],"about_ca_topic_score_codex":0.2690245,"about_ca_topic_score_gemma":0.5911655,"teacher_disagreement_score":0.32252258,"about_ca_system_score_codex":0.00031629857,"about_ca_system_score_gemma":0.0063416716,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W2929608441","doi":"10.1017/s0714980819000217","title":"Video for Knowledge Translation: Engaging Older Adults in Social and Physical Activity","year":2019,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Publics; Humanities; Sociology; Political science; Psychology; Art; Politics","score_opus":0.21320303926682352,"score_gpt":0.45831249819943604,"score_spread":0.24510945893261252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2929608441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969596,0.0021594735,0.00019021185,0.02169355,0.002148471,0.0009484612,0.00006784498,0.0000101725145,0.0031857828],"genre_scores_gemma":[0.9952091,0.0001263846,0.00018340096,0.00023235366,0.0018418032,0.00006980973,0.0000035772189,0.00005239029,0.0022811708],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99505204,0.002014625,0.00037252554,0.0005621612,0.00020475345,0.001793867],"domain_scores_gemma":[0.995419,0.0015852181,0.00018211239,0.0001791859,0.00024274885,0.0023917216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053334683,0.00033370432,0.000547591,0.0005262923,0.0012692268,0.00030243132,0.0003529752,0.00019697375,0.000285518],"category_scores_gemma":[0.00088751566,0.00039018746,0.00020639894,0.0006904017,0.0004251491,0.00048630274,0.000020789259,0.0010504223,0.000027383896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100456666,0.00027222384,0.01074466,0.00064628513,0.000116849355,0.00032091708,0.40517852,0.00012198835,0.0001644306,0.03889942,0.0019725931,0.54146165],"study_design_scores_gemma":[0.0037985344,0.00049297913,0.07651147,0.0029071744,0.00010787788,0.000062165476,0.026946008,0.019179383,0.00013104637,0.0018218033,0.86700857,0.0010330157],"about_ca_topic_score_codex":0.040960003,"about_ca_topic_score_gemma":0.6293133,"teacher_disagreement_score":0.86503595,"about_ca_system_score_codex":0.003043535,"about_ca_system_score_gemma":0.00221132,"threshold_uncertainty_score":0.999855},"labels":[],"label_agreement":null},{"id":"W2932365208","doi":"10.1177/1609406919835378","title":"Elicitation as a Mind-Set: Why Visual Data Matter?","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; University of Manitoba","funders":"","keywords":"Photo elicitation; Visual research; Photovoice; Set (abstract data type); Citizen journalism; Participatory action research; Visual methods; Process (computing); Data science; Computer science; Sociology; Knowledge management; Psychology; Cognitive science; World Wide Web; Visual arts","score_opus":0.9492650007539237,"score_gpt":0.8307686073580322,"score_spread":0.11849639339589157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932365208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55121773,0.00030616246,0.41388577,0.010802764,0.0032126151,0.00033757073,0.000041968135,0.000015677593,0.02017971],"genre_scores_gemma":[0.49804252,0.00007884916,0.49556985,0.0020587677,0.00111222,0.000010700375,0.000024111918,0.00003746621,0.003065497],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9726337,0.02358069,0.0008745367,0.00030787755,0.0022262642,0.00037694],"domain_scores_gemma":[0.9877158,0.008982911,0.00081091,0.00027465267,0.0019297079,0.00028603026],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.054680437,0.00015120793,0.00036395987,0.000488729,0.00012618638,0.00021446089,0.0018477835,0.000101088975,0.0037654208],"category_scores_gemma":[0.019767465,0.00013719632,0.00014962348,0.00037703177,0.00040384266,0.0014622029,0.0002701191,0.00042037203,0.00066685624],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014199499,0.00060118415,0.012217593,0.000039732953,0.0015137601,0.00011609006,0.59222883,0.00007439014,0.051360987,0.058800682,0.01354133,0.26808545],"study_design_scores_gemma":[0.00246807,0.00090493547,0.007923845,0.0003263201,0.00010576441,0.000050538034,0.26163262,0.002044504,0.011687644,0.10248446,0.609719,0.00065233494],"about_ca_topic_score_codex":0.000551943,"about_ca_topic_score_gemma":0.000047733833,"teacher_disagreement_score":0.59617764,"about_ca_system_score_codex":0.00033798802,"about_ca_system_score_gemma":0.00076086965,"threshold_uncertainty_score":0.9971453},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","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":"W2935000482","doi":"10.1007/978-3-030-03457-3_4","title":"Visual Research Methods for the Study of Higher Education Organizations","year":2019,"lang":"en","type":"book-chapter","venue":"Higher education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Discipline; Higher education; Framing (construction); Scholarship; Sociology; Social science; Empirical research; Field (mathematics); Engineering ethics; Pedagogy; Epistemology; Political science; Engineering","score_opus":0.6993194530459697,"score_gpt":0.7435862443069555,"score_spread":0.04426679126098587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935000482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027700444,0.005841819,0.0010908298,0.006358185,0.015756516,0.012018966,0.000022375987,0.00012315784,0.9560181],"genre_scores_gemma":[0.04083818,0.00012176944,0.003457536,0.00013922116,0.0022971598,0.00077205984,0.000041857977,0.000097932294,0.95223427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947326,0.0025226346,0.00052253634,0.0005424028,0.0011971712,0.00048265274],"domain_scores_gemma":[0.99002045,0.004901421,0.00035071792,0.0007592475,0.0037680618,0.00020011593],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008478307,0.00022969494,0.00036267962,0.0004849391,0.0009673024,0.00015635732,0.0007961512,0.00037586366,0.00548043],"category_scores_gemma":[0.001445329,0.00019383605,0.00009637289,0.0006721254,0.0005020991,0.00020438117,0.00014100142,0.00058076356,0.000211754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003349637,0.0012844438,0.0004671779,0.0000854027,0.00013081591,4.6063327e-8,0.009276215,0.0000029554042,0.0002210362,0.89474887,0.04586675,0.047882825],"study_design_scores_gemma":[0.00014911835,0.00027114997,0.007523968,0.0000708165,0.00013981119,7.2180804e-8,0.0035158512,0.0000053823683,0.000054867134,0.03001626,0.9580575,0.00019515942],"about_ca_topic_score_codex":0.0013666705,"about_ca_topic_score_gemma":0.0001747763,"teacher_disagreement_score":0.9121908,"about_ca_system_score_codex":0.0006890709,"about_ca_system_score_gemma":0.010807395,"threshold_uncertainty_score":0.9954287},"labels":[],"label_agreement":null},{"id":"W2936890364","doi":"10.1111/aman.13265","title":"Bad Habitus: Anthropology in the Age of the Multimodal","year":2019,"lang":"en","type":"article","venue":"American Anthropologist","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"","keywords":"Sociology; Art history; History; Anthropology; Media studies","score_opus":0.26759797096616567,"score_gpt":0.5990900513155017,"score_spread":0.3314920803493361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936890364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9183749,0.00023345872,0.00023266922,0.036234636,0.0006411754,0.0006756565,0.0000108781305,0.00003476892,0.043561865],"genre_scores_gemma":[0.99808085,0.0002604079,0.0004740509,0.00071251707,0.00006376941,0.000023895873,8.573467e-7,0.000008926438,0.00037474927],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9940686,0.0042448933,0.00026426333,0.00026281318,0.00054399366,0.00061540195],"domain_scores_gemma":[0.99776745,0.0013847958,0.00017756243,0.00055638026,0.000056504996,0.00005730375],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002926744,0.00011382508,0.00031245238,0.000065364635,0.00036936064,0.000026065854,0.0011261203,0.00006591565,0.001043649],"category_scores_gemma":[0.0024354025,0.00006507004,0.00010970739,0.0009150206,0.122000374,0.00006477701,0.00015800314,0.00034367724,0.0000872708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005762641,0.00040600568,0.79840744,0.000010984295,0.000024188457,0.000029912868,0.022265764,0.000019230592,0.0010822961,0.16022688,0.00229622,0.015173481],"study_design_scores_gemma":[0.0004967131,0.0006518662,0.3847799,0.000024290017,0.000014220569,0.0000026862895,0.5110983,0.00012921155,0.0012994385,0.0011336461,0.10011747,0.00025224048],"about_ca_topic_score_codex":0.37699202,"about_ca_topic_score_gemma":0.10134275,"teacher_disagreement_score":0.48883253,"about_ca_system_score_codex":0.000113874856,"about_ca_system_score_gemma":0.00029192364,"threshold_uncertainty_score":0.9998695},"labels":[],"label_agreement":null},{"id":"W2937384251","doi":"10.18357/ijcyfs102-3201918857","title":"RESEARCHING PAIN — RE-SEARCHING THE RESEARCHER: PULLING BACK THE CURTAIN ON THE INNER LIFE AND ANXIETY OF THE INVESTIGATOR","year":2019,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Order (exchange); Process (computing); Anxiety; Applied psychology; Computer science","score_opus":0.5022374943967848,"score_gpt":0.5480971058774261,"score_spread":0.04585961148064133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937384251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86393684,0.0024667683,0.00003299759,0.13025524,0.00025877752,0.00029994815,0.000012180909,0.0000029878904,0.0027342841],"genre_scores_gemma":[0.9908169,0.0034872438,0.00006436806,0.0050633824,0.00043621627,0.000005125662,1.8170967e-7,0.000009019785,0.00011759373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99133235,0.005770771,0.00038828677,0.00015249598,0.0020168673,0.0003392432],"domain_scores_gemma":[0.99116915,0.00747262,0.00027891228,0.00021549662,0.0006777203,0.00018609622],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03286961,0.000107665415,0.00019625427,0.00009708061,0.0010664131,0.00022409245,0.0011474869,0.0000399889,0.000011047922],"category_scores_gemma":[0.040007275,0.000042796535,0.00010791538,0.00026972126,0.001959516,0.00017957046,0.0005142323,0.0011050411,0.000002468004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009505729,0.00016113876,0.39833093,0.00007664435,0.002028554,0.000007992368,0.49445415,0.00043500215,0.0016098919,0.056976315,0.018124707,0.026844095],"study_design_scores_gemma":[0.0013883272,0.0005410884,0.26933247,0.0017685567,0.00006472024,0.000007498441,0.64093155,0.0018519212,0.0006066369,0.025787316,0.057411335,0.00030858084],"about_ca_topic_score_codex":0.00033809795,"about_ca_topic_score_gemma":0.00011968603,"teacher_disagreement_score":0.1464774,"about_ca_system_score_codex":0.000070705566,"about_ca_system_score_gemma":0.00032945658,"threshold_uncertainty_score":0.9958643},"labels":[],"label_agreement":null},{"id":"W2942583734","doi":"10.1002/pra2.2018.14505501158","title":"Going GoPro: Integrating a wearable camera into qualitative information research","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Presentation (obstetrics); Wearable computer; Popularity; BitTorrent tracker; Computer science; Qualitative research; Human–computer interaction; Multimedia; Lifelog; Data science; Sociology; Artificial intelligence; Psychology; Social science","score_opus":0.2939560793727216,"score_gpt":0.6083534089438513,"score_spread":0.31439732957112965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942583734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89757204,0.000015655547,0.0005515164,0.01130806,0.00023163797,0.001231062,0.000008652415,0.00012447566,0.08895689],"genre_scores_gemma":[0.99458706,0.000013789889,0.004832273,0.00009186266,0.00003868059,0.00013520861,4.3351292e-7,0.0000024085305,0.0002982524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971689,0.000079897756,0.00043420139,0.00011709311,0.0016759785,0.0005239603],"domain_scores_gemma":[0.9862232,0.00056094193,0.0006114889,0.00008289694,0.012446104,0.00007533385],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.037044194,0.000067639325,0.00013172059,0.0010453269,0.003056072,0.00040613036,0.00070151256,0.00016157853,0.0000044561216],"category_scores_gemma":[0.087900035,0.000053838627,0.000025850219,0.0053138183,0.002620209,0.007860246,0.0002760894,0.0002736182,0.000028833083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019325174,0.000010291256,0.0062210793,0.00004935014,0.000009306556,1.8610442e-9,0.1755592,1.7789826e-7,0.0052781506,0.78450525,0.0011765287,0.027171344],"study_design_scores_gemma":[0.0005053566,0.00036630023,0.0011717805,0.0001309625,0.000009908049,4.8593506e-7,0.29112327,0.0023024525,0.0962899,0.14602137,0.46189472,0.00018349766],"about_ca_topic_score_codex":0.00024951724,"about_ca_topic_score_gemma":0.00007695991,"teacher_disagreement_score":0.6384839,"about_ca_system_score_codex":0.0008375777,"about_ca_system_score_gemma":0.00068342645,"threshold_uncertainty_score":0.99824184},"labels":[],"label_agreement":null},{"id":"W2942723375","doi":"10.1111/medu.13890","title":"Rich pictures: a companion method for qualitative research in medical education","year":2019,"lang":"en","type":"article","venue":"Medical Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medical education; Qualitative research; Psychology; Medicine; Sociology; Social science","score_opus":0.6465046860959679,"score_gpt":0.7906170366101322,"score_spread":0.14411235051416427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942723375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80379087,0.0008357029,0.018767213,0.12722702,0.0042669345,0.0038400178,0.0000047886965,0.00009943671,0.041167986],"genre_scores_gemma":[0.95871747,0.00013627089,0.02706398,0.005512961,0.0015936121,0.0019055038,0.00006109034,0.000034535176,0.004974575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98087895,0.01354608,0.00046757943,0.00047060385,0.00388625,0.00075054844],"domain_scores_gemma":[0.9886976,0.009143212,0.00009925079,0.00031540773,0.0008968257,0.00084770314],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.062444218,0.00011286731,0.00026948858,0.00047394997,0.00031392497,0.000070260656,0.00064878433,0.00039453333,0.0030491904],"category_scores_gemma":[0.099493735,0.00010387982,0.00005836739,0.0013701112,0.0004795439,0.00023595525,0.000080391605,0.0008179688,0.0002090585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013040824,0.0027590294,0.006705101,0.0002276117,0.000019920175,0.000001115101,0.25710106,0.0000016677684,0.00014697637,0.22958572,0.07341829,0.4299031],"study_design_scores_gemma":[0.0011355842,0.00029245482,0.00868105,0.00077188,0.000011019843,0.0000021342719,0.23911235,0.0057336777,0.00020632311,0.104969725,0.6387424,0.00034139148],"about_ca_topic_score_codex":0.0054768785,"about_ca_topic_score_gemma":0.0023938378,"teacher_disagreement_score":0.5653241,"about_ca_system_score_codex":0.0007820064,"about_ca_system_score_gemma":0.033940688,"threshold_uncertainty_score":0.99786216},"labels":[],"label_agreement":null},{"id":"W2943742178","doi":"10.1177/1049732319843502","title":"“I Never Saw a Future”: Childhood Trauma and Suicidality Among Sexual Minority Women","year":2019,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Movember Canada; Vancouver Coastal Health Research Institute; University of British Columbia; Movember Foundation","keywords":"Abandonment (legal); Historical trauma; Qualitative research; Psychology; Psychological resilience; Sexual abuse; Clinical psychology; Suicide prevention; Poison control; Psychotherapist; Medicine; Sociology; Political science","score_opus":0.7667621446204504,"score_gpt":0.7337000828671276,"score_spread":0.033062061753322824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943742178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97783154,0.0005612695,0.00003931546,0.008787907,0.00017703659,0.0018247974,0.00004788155,0.00007382511,0.010656401],"genre_scores_gemma":[0.9917002,0.00013007922,0.0010177497,0.00056690216,0.00052591285,0.00029913668,0.000005848094,0.000025331829,0.005728872],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9414022,0.051297948,0.0005633676,0.00082460727,0.0031556303,0.002756261],"domain_scores_gemma":[0.9893712,0.007350367,0.00014439954,0.0004879108,0.0007437539,0.0019023871],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.11016297,0.00020781258,0.0005590623,0.0003735434,0.0017094959,0.00020930274,0.00053347525,0.00022238694,0.0009016432],"category_scores_gemma":[0.0072050435,0.00019681524,0.000051949522,0.0014779207,0.0023935626,0.0008110536,0.00025327384,0.0015501876,0.00030266726],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016985895,0.0003681122,0.060054224,0.00035939,0.000047244816,0.000005256807,0.81937313,2.7026346e-7,0.000056472563,0.06731193,0.0021236707,0.050130434],"study_design_scores_gemma":[0.00066370406,0.00097326597,0.47170886,0.000023745504,0.000001131256,3.01291e-7,0.48201373,0.000026242833,0.00002365585,0.008656187,0.035708763,0.00020040259],"about_ca_topic_score_codex":0.029833231,"about_ca_topic_score_gemma":0.005715313,"teacher_disagreement_score":0.41165462,"about_ca_system_score_codex":0.0013958454,"about_ca_system_score_gemma":0.0025830793,"threshold_uncertainty_score":0.99959016},"labels":[],"label_agreement":null},{"id":"W2944987661","doi":"10.17169/fqs-20.2.3136","title":"A Graphic and Tactile Data Elicitation Tool for Qualitative Research: The Life Story Board","year":2018,"lang":"en","type":"article","venue":"Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Context (archaeology); Photo elicitation; Qualitative research; Qualitative property; Narrative; Construct (python library); Data collection; Computer science; Psychology; Applied psychology; Knowledge management; Sociology; Social science","score_opus":0.8875588791849066,"score_gpt":0.7606686255802296,"score_spread":0.12689025360467698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944987661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66429025,0.0010093193,0.01966531,0.119858816,0.012309736,0.025337344,0.0007022855,0.0003829344,0.156444],"genre_scores_gemma":[0.9910813,0.00006565662,0.0019529145,0.0008395787,0.003535996,0.0014810044,0.000007515662,0.000025600395,0.0010104328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871014,0.0052089603,0.00059443206,0.001484451,0.0037313907,0.0018793971],"domain_scores_gemma":[0.9888719,0.0071116914,0.0005472832,0.0007541501,0.0023429533,0.00037207198],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09843606,0.0002795669,0.00042731728,0.0003545253,0.09104813,0.009643393,0.01642943,0.00018716144,0.000026667387],"category_scores_gemma":[0.02974909,0.00019280757,0.00016063204,0.0061191735,0.059547707,0.011639745,0.004175528,0.0004836445,0.000009325557],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004454752,0.00020153783,0.0008965107,0.00005092135,0.00013698635,0.0000016448373,0.3588074,0.000004605731,0.003793647,0.5393024,0.051317606,0.045041263],"study_design_scores_gemma":[0.0011453968,0.00050292676,0.01809026,0.00006558135,0.00019684613,0.0000013047573,0.41988388,0.0014836956,0.0012249929,0.042128764,0.51435566,0.00092069205],"about_ca_topic_score_codex":0.011884257,"about_ca_topic_score_gemma":0.0076998365,"teacher_disagreement_score":0.49717364,"about_ca_system_score_codex":0.000588582,"about_ca_system_score_gemma":0.008336155,"threshold_uncertainty_score":0.99728566},"labels":[],"label_agreement":null},{"id":"W2945923643","doi":"10.1163/9789004405202_007","title":"A Story Cloth of Curriculum Making: Narratively S-t-i-t-c-h-i-n-g Understandings through Arts-Informed Work","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Sociology; The arts; Pedagogy; Aesthetics; Curriculum; Visual arts; Art; Literature","score_opus":0.6175729500526177,"score_gpt":0.5897113715323397,"score_spread":0.02786157852027804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945923643","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030348782,0.0005552561,0.003047473,0.0005836828,0.00065120094,0.0010174593,0.000018310233,0.00014102296,0.9936821],"genre_scores_gemma":[0.047240343,0.00040032493,0.0052571087,0.00033567607,0.00034885074,0.000025331814,0.0000074637155,0.00009842373,0.9462865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953818,0.00043548917,0.000617389,0.00057398604,0.002086592,0.00090479275],"domain_scores_gemma":[0.99675494,0.0013678581,0.0006686736,0.0005123944,0.00042922425,0.0002669223],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003486839,0.00044322456,0.00087593927,0.00026333283,0.0004875413,0.00010051816,0.00077084237,0.00068280415,0.005160269],"category_scores_gemma":[0.0017563098,0.00040350447,0.00037196235,0.00024918927,0.0020419664,0.00050701393,0.0002167316,0.0009299259,0.0005055192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005462043,0.000034673834,0.000222421,0.00010015655,0.00013759184,0.0000089435225,0.023217527,0.0000017495903,0.000010548171,0.94215393,0.032892488,0.0011653651],"study_design_scores_gemma":[0.00029432654,0.00018368663,0.000054560103,0.0006574097,0.000049606333,4.2192602e-7,0.014003191,0.0000056602785,0.000037350183,0.04052183,0.94366556,0.0005264191],"about_ca_topic_score_codex":0.0002942725,"about_ca_topic_score_gemma":0.0008630334,"teacher_disagreement_score":0.91077304,"about_ca_system_score_codex":0.001349209,"about_ca_system_score_gemma":0.0036594293,"threshold_uncertainty_score":0.9998417},"labels":[],"label_agreement":null},{"id":"W2946605502","doi":"10.1016/j.aip.2019.05.006","title":"Indigenous methodology: An ethical systems approach to arts based work with Native communities in the U.S.","year":2019,"lang":"en","type":"article","venue":"The Arts in Psychotherapy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Genocide; Sociology; Racism; Context (archaeology); Colonialism; The arts; Harm; Sovereignty; Metis; Culturally appropriate; Work (physics); Criminology; Environmental ethics; Political science; Law; Gender studies; History; Ecology; Engineering; Medicine; Gerontology; Computer science; Politics","score_opus":0.6988850102793283,"score_gpt":0.635767297534374,"score_spread":0.06311771274495426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946605502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630146,0.00025027912,0.0096645495,0.0042381426,0.00022479233,0.0022924284,0.0000027275485,0.000043548847,0.020268906],"genre_scores_gemma":[0.9850604,0.000061454266,0.0080731,0.005913906,0.000099189005,0.00057550584,0.0000017834673,0.000026293766,0.00018835803],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97470003,0.023314307,0.00025948512,0.00025470284,0.0008132019,0.000658296],"domain_scores_gemma":[0.9931993,0.005689261,0.00008237765,0.00083210884,0.00007840091,0.000118541495],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03571726,0.00016047905,0.00030810494,0.00020753828,0.0004284471,0.00016452036,0.0013542749,0.0001963093,0.000062035615],"category_scores_gemma":[0.00019427066,0.000088945875,0.000036034107,0.0012114012,0.0007702587,0.00012125356,0.000014602431,0.001147358,0.000027584876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089475006,0.00046909662,0.022081532,0.000012320044,0.000027954751,0.000003701642,0.8930514,0.0022616563,0.00006670256,0.07624047,0.00019841842,0.004692012],"study_design_scores_gemma":[0.004171997,0.0025765493,0.09795152,0.00048234937,0.000019873254,0.0000072121425,0.649419,0.0025033827,0.00017343156,0.045055307,0.19651273,0.0011266674],"about_ca_topic_score_codex":0.004062676,"about_ca_topic_score_gemma":0.0073094,"teacher_disagreement_score":0.2436324,"about_ca_system_score_codex":0.00011083657,"about_ca_system_score_gemma":0.00027418652,"threshold_uncertainty_score":0.992932},"labels":[],"label_agreement":null},{"id":"W2947171998","doi":"10.32799/ijih.v14i1.31932","title":"Building on Strengths: Collaborative Intergenerational Health Research with Urban First Nations and Métis Women and Girls","year":2019,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of the Fraser Valley","funders":"University of Toronto","keywords":"Participatory action research; Indigenous; General partnership; Negotiation; Action research; Harm; Citizen journalism; Action (physics); Psychology; Public relations; Sociology; Social psychology; Political science; Social science; Pedagogy; Ecology","score_opus":0.30904543561816894,"score_gpt":0.6190840690469421,"score_spread":0.3100386334287732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947171998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848002,0.0007400454,0.00056057784,0.012118135,0.00036312515,0.0005298626,0.000050089024,0.000009921704,0.0008280494],"genre_scores_gemma":[0.9916849,0.0020888771,0.0049993615,0.00051574473,0.0004174766,0.000020911297,0.0000026530963,0.000014398849,0.00025566082],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948667,0.0017400627,0.0005106251,0.00022314477,0.0019900335,0.00066943205],"domain_scores_gemma":[0.99487156,0.002291152,0.00044468828,0.00009096149,0.00167327,0.0006283755],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011461836,0.00011047258,0.0002767009,0.0008473916,0.0014335325,0.0002476585,0.00035054635,0.00005506016,0.00009445736],"category_scores_gemma":[0.0019114356,0.0000939552,0.000023341925,0.00054428563,0.00031042172,0.0003920148,0.00006699059,0.0005073519,0.000007272708],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010699884,0.0007498585,0.116830625,0.00013284977,0.0005025587,0.000060287297,0.62831604,0.00041026835,0.00015731006,0.20225196,0.0031226883,0.046395555],"study_design_scores_gemma":[0.00913618,0.031966016,0.18450963,0.003449129,0.000014350656,0.00024135197,0.16188607,0.00067123346,0.000752724,0.012930533,0.593298,0.0011447333],"about_ca_topic_score_codex":0.0012324381,"about_ca_topic_score_gemma":0.011361446,"teacher_disagreement_score":0.59017533,"about_ca_system_score_codex":0.002227181,"about_ca_system_score_gemma":0.0069708726,"threshold_uncertainty_score":0.9998665},"labels":[],"label_agreement":null},{"id":"W2947419096","doi":"10.15402/esj.v5i2.68333","title":"“Just” Stories or “Just Stories”?: Mixed Media Storytelling as a Prism for Environmental Justice and Decolonial Futures","year":2019,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Sociology; Narrative; Indigenous; Media studies; Economic Justice; Public relations; Political science; Law; Literature","score_opus":0.5277316118733104,"score_gpt":0.579440673949687,"score_spread":0.0517090620763766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947419096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929408,0.002413797,0.00095788616,0.00050670735,0.0010120063,0.00083341077,0.000007936476,0.00013018998,0.0011972953],"genre_scores_gemma":[0.982269,0.0012546612,0.010740912,0.000100065416,0.0012147737,0.000056314857,0.000011343228,0.0000934866,0.004259465],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.4058514,0.5906725,0.00040885722,0.00033754445,0.0015533039,0.0011763879],"domain_scores_gemma":[0.6338088,0.3642807,0.00023274925,0.00038381692,0.00025995297,0.0010339787],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.80982083,0.00039224865,0.0006153302,0.0006792735,0.4406848,0.0020117017,0.001048383,0.00044681932,0.00023949193],"category_scores_gemma":[0.8123213,0.00035274564,0.00014384523,0.0003999182,0.0013535308,0.0015898566,0.0006255051,0.44166583,0.00003321028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084431155,0.00020658824,0.0037720182,0.0001845535,0.0001225173,0.000047352063,0.9437193,0.000080723956,0.010968552,0.00018735329,0.00041349817,0.039453205],"study_design_scores_gemma":[0.0015257497,0.001035785,0.0054712323,0.00017410603,0.000088310575,0.000046875015,0.87420887,0.00035608103,0.00016924944,0.00016977469,0.116381675,0.00037228328],"about_ca_topic_score_codex":0.000980779,"about_ca_topic_score_gemma":0.0007529395,"teacher_disagreement_score":0.441219,"about_ca_system_score_codex":0.0008095166,"about_ca_system_score_gemma":0.00096534204,"threshold_uncertainty_score":0.9998925},"labels":[],"label_agreement":null},{"id":"W2947452260","doi":"10.15402/esj.v5i2.68334","title":"“Spirit, Safety, and a Stand-off ”: The Research-Creation Process and Its Roles in Relationality and Reconciliation among Researcher and Indigenous Co-Learners in Saskatchewan, Canada","year":2019,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Participatory action research; Indigenous; Sociology; Citizen journalism; Public relations; Narrative; Traditional knowledge; Autoethnography; Political science; World Wide Web; Computer science; Social science","score_opus":0.3852301062274916,"score_gpt":0.561394934334027,"score_spread":0.1761648281065354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947452260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990604,0.0049041687,0.00001143192,0.002109174,0.000024057877,0.00089126406,0.000005130312,0.00002173368,0.0014290855],"genre_scores_gemma":[0.99529874,0.003210877,0.00015209138,0.000028428905,0.000064739186,0.00003094234,0.000006156524,0.000032169657,0.001175871],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.32476264,0.67169166,0.0004401931,0.00033382868,0.001850209,0.0009214629],"domain_scores_gemma":[0.7954766,0.20294854,0.00015599788,0.00024699548,0.0005557103,0.0006161313],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.85314757,0.00021016371,0.00038009224,0.000885003,0.14630358,0.0014716738,0.00044443892,0.00026405932,0.000025074918],"category_scores_gemma":[0.5266057,0.0001823291,0.000021794549,0.0008939208,0.0014842921,0.0015512524,0.0004298288,0.31210375,0.0000010859886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026213538,0.00004401287,0.29644266,0.00010271759,0.000023857949,0.000018970562,0.6754881,0.0001315901,0.0007693348,0.000072730814,0.000016102467,0.026627809],"study_design_scores_gemma":[0.0007976186,0.00016921223,0.35615253,0.00032670086,0.0000033604028,0.000011477605,0.63844615,0.0012515141,0.000019822077,0.00049459364,0.0021965834,0.00013042327],"about_ca_topic_score_codex":0.21711518,"about_ca_topic_score_gemma":0.55238485,"teacher_disagreement_score":0.47071397,"about_ca_system_score_codex":0.0009044359,"about_ca_system_score_gemma":0.0023931088,"threshold_uncertainty_score":0.9995649},"labels":[],"label_agreement":null},{"id":"W2947626677","doi":"10.15402/esj.v5i2.68350","title":"Learning, Doing and Teaching Together: Reflecting on our Arts Based Approach to Research, Education and Activism with and for Women Living with HIV","year":2019,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The arts; Service-learning; Stigma (botany); Sociology; Human immunodeficiency virus (HIV); Embodied cognition; Gender studies; Public relations; Psychology; Pedagogy; Political science; Medicine; Law","score_opus":0.5685594531294649,"score_gpt":0.6168113992521876,"score_spread":0.048251946122722766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947626677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810067,0.00021682576,0.0029650987,0.00080042984,0.00004373038,0.0010127893,8.7574983e-7,0.00010565024,0.0138479015],"genre_scores_gemma":[0.96075696,0.00006940029,0.035508648,0.00008422413,0.00026032396,0.00015208485,0.0000024524159,0.00010538213,0.003060558],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.43446186,0.562426,0.0002475172,0.00045220956,0.0012026455,0.0012097784],"domain_scores_gemma":[0.79156786,0.20619294,0.00018365837,0.00035871463,0.0005413457,0.0011555058],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8385335,0.00034240965,0.00050239975,0.0014342932,0.3102327,0.0033848367,0.0005094436,0.0002167477,0.000007959095],"category_scores_gemma":[0.540716,0.0002851056,0.000039938088,0.00050046295,0.0004663176,0.0013290489,0.00044884605,0.3862471,0.000003103959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005016311,0.00032677062,0.038091596,0.000251253,0.00008530726,0.000003607262,0.87313944,0.0008006259,0.00946972,0.00031344293,0.000047994847,0.0769686],"study_design_scores_gemma":[0.0010217673,0.0033624044,0.010246298,0.0016032405,0.000012780197,0.000047369165,0.9593417,0.001738216,0.00006544946,0.00011099407,0.02208516,0.00036462527],"about_ca_topic_score_codex":0.0009368254,"about_ca_topic_score_gemma":0.00012376983,"teacher_disagreement_score":0.38603035,"about_ca_system_score_codex":0.00057906494,"about_ca_system_score_gemma":0.00083182903,"threshold_uncertainty_score":0.9999601},"labels":[],"label_agreement":null},{"id":"W2947669820","doi":"10.1177/1609406919851635","title":"The Gaataa’aabing Visual Research Method: A Culturally Safe Anishinaabek Transformation of Photovoice","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Debajehmujig Creation Centre (Canada); NOSM University; Laurentian University","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Indigenous; Indigenization; Participatory action research; Focus group; Community-based participatory research; Visual research; Privilege (computing); Context (archaeology); Sociology; Political science; Anthropology; Geography; Economic growth","score_opus":0.927222461159094,"score_gpt":0.8277214441113296,"score_spread":0.09950101704776437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947669820","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39235795,0.0010095434,0.5635789,0.008886476,0.0023605875,0.0008275563,0.00002398787,0.00002015574,0.03093483],"genre_scores_gemma":[0.46674803,0.0005080013,0.5306215,0.00016578259,0.0004869176,0.00002633656,0.000002605504,0.000025052508,0.0014157721],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91856426,0.0747963,0.0014654573,0.00023322066,0.004323218,0.0006175599],"domain_scores_gemma":[0.9566466,0.035718642,0.0008743621,0.00016129437,0.006360599,0.00023850155],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19919704,0.00014645547,0.00041528893,0.0003850604,0.00046768208,0.00026046467,0.0014861935,0.000115273106,0.00025399963],"category_scores_gemma":[0.033204034,0.0001009425,0.00029083618,0.00079936074,0.00090144895,0.0012269592,0.000116314084,0.0009157229,0.000028641089],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010502855,0.00018046802,0.00023032763,0.000036502566,0.0004866187,0.000009761169,0.5114408,0.00007085958,0.13257404,0.20920022,0.00040818052,0.14431195],"study_design_scores_gemma":[0.0016280448,0.0010744324,0.0020342416,0.00032996386,0.000044033866,0.000019684745,0.56459826,0.0015787218,0.102274455,0.09264858,0.23347372,0.00029585004],"about_ca_topic_score_codex":0.0006642716,"about_ca_topic_score_gemma":0.00011870471,"teacher_disagreement_score":0.23306553,"about_ca_system_score_codex":0.00053756824,"about_ca_system_score_gemma":0.0010551743,"threshold_uncertainty_score":0.9749397},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2947700472","doi":"10.15402/esj.v5i2.68338","title":"Confronting Gentrification: Can Creative Interventions Help People Keep More than Just Their Homes?","year":2019,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gentrification; Psychological intervention; Placemaking; Equity (law); Public relations; Sociology; The arts; Public housing; Political science; Economic growth; Urban planning; Psychology; Urban design; Engineering; Civil engineering; Law; Economics","score_opus":0.5971572805437616,"score_gpt":0.5947866108442185,"score_spread":0.0023706696995431376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947700472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864886,0.0017983009,0.0015388508,0.0016717663,0.00026866066,0.0006258595,0.000007467383,0.00017544728,0.007425083],"genre_scores_gemma":[0.98728657,0.0005622679,0.0027696495,0.000045780405,0.00038972392,0.000042414616,0.000020355577,0.000067974914,0.008815294],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.31805354,0.67873937,0.0004836341,0.00028992773,0.001326949,0.0011066033],"domain_scores_gemma":[0.76829165,0.22875717,0.0003600621,0.0006577864,0.00094174984,0.0009915492],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.87422746,0.00031280072,0.00056486577,0.00093296857,0.45717594,0.0026092655,0.0014360256,0.00026192877,0.0005466448],"category_scores_gemma":[0.68047124,0.00029005093,0.0003126228,0.0009466435,0.00077052147,0.0013685143,0.00062214496,0.5652498,0.00007207114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006575394,0.00022708962,0.03928383,0.00010787915,0.00017354259,0.000013409638,0.9344976,0.0001332585,0.006090596,0.00024205324,0.0001694387,0.01899558],"study_design_scores_gemma":[0.0007288888,0.00035437953,0.06412715,0.00063459727,0.000027164053,0.00002381954,0.9193862,0.0004925725,0.00015219764,0.00027501347,0.013515625,0.0002823748],"about_ca_topic_score_codex":0.0054660197,"about_ca_topic_score_gemma":0.0014560358,"teacher_disagreement_score":0.5649879,"about_ca_system_score_codex":0.00064421265,"about_ca_system_score_gemma":0.00067832676,"threshold_uncertainty_score":0.9999552},"labels":[],"label_agreement":null},{"id":"W2947991891","doi":"10.15402/esj.v5i2.68342","title":"Unpacking the Layers of Community Engagement, Participation, and Knowledge Co-Creation when Representing the Visual Voices of LGBTQ Former Foster Youth","year":2019,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University at Albany; California State University, Northridge","keywords":"Photovoice; Unpacking; Participatory action research; Visual research; Citizen journalism; Sociology; Process (computing); Visual methods; Order (exchange); Community-based participatory research; Public relations; Psychology; Visual arts; Computer science; Political science; World Wide Web; Cognitive science; Anthropology","score_opus":0.606972601332517,"score_gpt":0.6142411360764379,"score_spread":0.0072685347439209735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947991891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860491,0.0007262005,0.000431825,0.0005398193,0.000093698654,0.0005760817,0.0000029054343,0.000039628212,0.011540724],"genre_scores_gemma":[0.9984186,0.00024118662,0.00047703454,0.000042991065,0.0001367501,0.00001826769,0.0000064286032,0.00003650432,0.00062219304],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.15093459,0.8460926,0.00065750687,0.00016529187,0.0013695516,0.00078050833],"domain_scores_gemma":[0.6687861,0.32920283,0.0004821322,0.0005607225,0.00070482766,0.00026335198],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.89313537,0.00021723843,0.0004207928,0.00046894667,0.3113078,0.0009861068,0.001179207,0.00015839623,0.00007810808],"category_scores_gemma":[0.6233708,0.00014945824,0.00012734446,0.00055873423,0.0016766153,0.0012581234,0.0009179481,0.34825176,0.0000068744635],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009506864,0.00017829088,0.05466003,0.00010242232,0.0001283921,6.6000234e-7,0.91031635,0.000098256794,0.013283863,0.00013391813,0.00008014204,0.020922592],"study_design_scores_gemma":[0.0006631404,0.00038871213,0.04014739,0.00033946362,0.00005049423,0.0000031175132,0.94995445,0.0006645514,0.0011417276,0.00039226256,0.006110223,0.00014448084],"about_ca_topic_score_codex":0.0043477635,"about_ca_topic_score_gemma":0.00053909223,"teacher_disagreement_score":0.51785153,"about_ca_system_score_codex":0.00014558248,"about_ca_system_score_gemma":0.00033548646,"threshold_uncertainty_score":0.9509051},"labels":[],"label_agreement":null},{"id":"W2947999088","doi":"10.15402/esj.v5i2.68339","title":"Visualizing Inclusive Leadership: Using Arts-based Research to Develop an Aligned University Culture","year":2019,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Royal Roads University","keywords":"Metaphor; Sociology; The arts; Action research; Diversity (politics); Action (physics); Value (mathematics); Organizational culture; Reductionism; Pedagogy; Engineering ethics; Public relations; Political science; Epistemology; Computer science; Engineering","score_opus":0.8574050191876634,"score_gpt":0.6660769339566267,"score_spread":0.19132808523103673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947999088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886696,0.00031136576,0.002713698,0.0010788772,0.00017867472,0.0008017073,0.0000030897404,0.00019578009,0.006047245],"genre_scores_gemma":[0.972157,0.00007044897,0.023655556,0.00019816433,0.00038540957,0.0000063483517,0.00000919101,0.000087097935,0.0034308017],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.17636399,0.81672114,0.0004537781,0.00054286903,0.003605309,0.0023129056],"domain_scores_gemma":[0.7131433,0.28010204,0.00020467957,0.0008114695,0.0034278478,0.0023106874],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.9413618,0.00036771488,0.0005756565,0.0024303487,0.59117305,0.0026670294,0.0022825098,0.00048963435,0.0002294409],"category_scores_gemma":[0.81921124,0.000380637,0.00012663195,0.0037094925,0.0011401263,0.002484385,0.0013617746,0.572256,0.000100492995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003485617,0.00026159405,0.004524261,0.00007046194,0.00007048218,0.000112851805,0.8781557,0.0012718631,0.10679011,0.00032801926,0.00027246386,0.0077936086],"study_design_scores_gemma":[0.00092286937,0.0009775147,0.0017785172,0.00057863095,0.000013870176,0.00001757365,0.89565015,0.0016788243,0.0007374292,0.00015393396,0.09707748,0.00041322724],"about_ca_topic_score_codex":0.0051434864,"about_ca_topic_score_gemma":0.00085477036,"teacher_disagreement_score":0.59003294,"about_ca_system_score_codex":0.0022412583,"about_ca_system_score_gemma":0.0030662671,"threshold_uncertainty_score":0.9998646},"labels":[],"label_agreement":null},{"id":"W2948433143","doi":"10.36510/learnland.v12i1.974","title":"The Journey to a Wider Understanding of Ways of Knowing: Knowledge Translation and the Arts","year":2019,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The arts; Knowledge translation; Knowledge creation; Process (computing); Sociology; Dissemination; Engineering ethics; Psychology; Visual arts; Knowledge management; Political science; Computer science; Art; Engineering","score_opus":0.5958776493441619,"score_gpt":0.5411457362410377,"score_spread":0.0547319131031242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948433143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9073385,0.0027811283,0.0079495525,0.014543947,0.00016430423,0.0006270429,6.46902e-7,0.00003533016,0.06655955],"genre_scores_gemma":[0.99922144,0.00007659357,0.00019850278,0.000047230627,0.00005005069,0.0000063848493,1.4121173e-7,0.0000061697124,0.00039349205],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805725,0.0011463334,0.0001657262,0.00009763941,0.00030712108,0.00022593704],"domain_scores_gemma":[0.9949709,0.0047321417,0.00008151765,0.0000906747,0.000064986176,0.00005974984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057813595,0.000051816038,0.000143958,0.000050167808,0.000457775,0.000055789253,0.00015168978,0.000044397006,0.000031926684],"category_scores_gemma":[0.0022613243,0.00002924193,0.000045705823,0.0002528412,0.00024367638,0.00008172048,0.000032203036,0.00020405398,0.00000834553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055467454,0.000047105485,0.08083802,0.00011580196,0.00018093582,0.0000012533798,0.47415626,0.0012072665,0.0053873598,0.38158303,0.0007280745,0.055200204],"study_design_scores_gemma":[0.00378629,0.00058827293,0.016445655,0.00046156294,0.00013782522,0.000001355044,0.14203598,0.028058525,0.0030832428,0.027257018,0.77773756,0.00040673485],"about_ca_topic_score_codex":0.00009951472,"about_ca_topic_score_gemma":0.0003751951,"teacher_disagreement_score":0.7770095,"about_ca_system_score_codex":0.000026798722,"about_ca_system_score_gemma":0.0000837862,"threshold_uncertainty_score":0.35208815},"labels":[],"label_agreement":null},{"id":"W2948933620","doi":"10.1108/qrj-03-2019-0030","title":"Creative nonfiction and narrative inquiry","year":2019,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Narrative; Subject (documents); Sociology; Identity (music); Context (archaeology); Theme (computing); Power (physics); TRACE (psycholinguistics); Creative writing; Value (mathematics); Narrative inquiry; Aesthetics; Epistemology; Social psychology; Psychology; Literature; Art; History; Linguistics; Philosophy","score_opus":0.8892926231322156,"score_gpt":0.8048034638460704,"score_spread":0.0844891592861452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948933620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363014,0.00043084138,0.0015148973,0.0029445288,0.0002789284,0.00052342383,0.0000032165044,0.000024664168,0.05797809],"genre_scores_gemma":[0.98780817,0.0005215272,0.00212385,0.000050675404,0.0005328952,0.000039461003,9.108708e-7,0.00001731873,0.008905223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9577877,0.038187724,0.0003168084,0.00031183122,0.0024209605,0.00097499584],"domain_scores_gemma":[0.9900282,0.007043485,0.00012563661,0.00015004142,0.0019030215,0.00074962503],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06669364,0.00012061835,0.00025692335,0.0005145577,0.0023250533,0.00039950502,0.00031174018,0.00011872401,0.0021698405],"category_scores_gemma":[0.017397031,0.00010353616,0.000067309804,0.0009348483,0.0025273298,0.000969081,0.000120559125,0.0015196619,0.00033987506],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016183332,0.00006499734,0.0009618337,0.0000124581575,0.000057443838,0.000015433405,0.9224958,0.0000018532052,0.0021835202,0.065085694,0.0026311015,0.006328027],"study_design_scores_gemma":[0.00046278498,0.0006498776,0.0033153594,0.000074953736,0.000003012236,0.0000054537522,0.93112063,0.00005318905,0.00041739558,0.03603155,0.027739415,0.00012637129],"about_ca_topic_score_codex":0.0006651964,"about_ca_topic_score_gemma":0.00013682734,"teacher_disagreement_score":0.05150673,"about_ca_system_score_codex":0.0005876322,"about_ca_system_score_gemma":0.001200383,"threshold_uncertainty_score":0.9989738},"labels":[],"label_agreement":null},{"id":"W2949313234","doi":"10.1080/08949468.2019.1603036","title":"Engaging Northern Indigenous Children through Drawing for Community Health Research: A Picture of the Social Impact of <i>H. pylori</i> Infection in Fort McPherson in the Northwest Territories, Canada","year":2019,"lang":"en","type":"article","venue":"Visual Anthropology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Indigenous; Arctic; Sociology; Knowledge translation; Community health; Traditional knowledge; Medicine; Public relations; Political science; Nursing; Public health; Ecology","score_opus":0.36245312233528176,"score_gpt":0.6150645541227925,"score_spread":0.2526114317875107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949313234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969572,0.00007990012,0.000031926502,0.000938405,0.00033255658,0.0013946078,0.00009606254,0.000007886772,0.00016148557],"genre_scores_gemma":[0.9995645,0.00003594527,0.000021908252,0.00009971239,0.00018539176,0.00005279338,0.000018863713,0.00001481395,0.0000060484117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9871869,0.01053873,0.000437059,0.00019358394,0.0007465563,0.0008971456],"domain_scores_gemma":[0.9971696,0.002044723,0.0002461014,0.0002639479,0.00021344407,0.00006215212],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010230397,0.00013408,0.00040755782,0.00011848795,0.0020155972,0.000021861973,0.0006308259,0.00015544145,0.000025746845],"category_scores_gemma":[0.0013969293,0.00009042669,0.00011532784,0.001199085,0.0017418164,0.00015373004,0.0001422785,0.001210289,3.1530953e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064161635,0.00023005674,0.8320477,0.00004005015,0.00002152784,5.379366e-7,0.16596182,0.000033192868,0.00009208973,0.00046512502,0.000051164672,0.0009925999],"study_design_scores_gemma":[0.00046207884,0.00074484886,0.9378053,0.000037636113,0.000004185644,9.501379e-7,0.059508204,0.00002004078,0.00020823207,0.00058433705,0.0005393493,0.00008485017],"about_ca_topic_score_codex":0.9983084,"about_ca_topic_score_gemma":0.99933535,"teacher_disagreement_score":0.10645361,"about_ca_system_score_codex":0.0014120771,"about_ca_system_score_gemma":0.0059396513,"threshold_uncertainty_score":0.9996958},"labels":[],"label_agreement":null},{"id":"W2950234464","doi":"","title":"Production of Survival: Cancer Politics and Feminist Media Literacies","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Production (economics); Gender studies; Sociology; Political science; Economics","score_opus":0.7747491015019012,"score_gpt":0.7527807090674677,"score_spread":0.021968392434433492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950234464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779128,0.007592377,0.000016444357,0.00042870405,0.0016106891,0.000496306,0.000040774856,0.000021192986,0.011880725],"genre_scores_gemma":[0.9875072,0.0100573655,0.00023820804,0.000067127454,0.00033167045,0.000031305153,0.0000017641986,0.000026246105,0.0017390674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99562824,0.0015275027,0.00062986236,0.00036136436,0.0013302545,0.00052279927],"domain_scores_gemma":[0.9967094,0.0013183748,0.0005874555,0.00034207385,0.0006429783,0.00039971716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0069753127,0.00017654836,0.0006359249,0.00045902567,0.00033174278,0.00069382816,0.0014278347,0.00010512705,0.004727476],"category_scores_gemma":[0.0048557203,0.00016213366,0.00008930159,0.0010057447,0.00081048225,0.0017634372,0.00054183987,0.00030776646,0.000008669391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080541366,0.0001285377,0.92165637,0.00015286772,0.000083700346,0.0000035194826,0.008996108,0.000012590005,0.053263962,0.0032855424,0.0031232834,0.00921295],"study_design_scores_gemma":[0.00028750105,0.000015240579,0.88007,0.0004818858,0.000055927583,0.0000012610798,0.0029819317,0.000023985904,0.042042535,0.011518682,0.06220052,0.00032053754],"about_ca_topic_score_codex":0.00758758,"about_ca_topic_score_gemma":0.0007655363,"teacher_disagreement_score":0.059077237,"about_ca_system_score_codex":0.00014682204,"about_ca_system_score_gemma":0.0006165135,"threshold_uncertainty_score":0.999021},"labels":[],"label_agreement":null},{"id":"W2950660105","doi":"10.1177/0165551519837174","title":"Visual analysis of information world maps: An exploration of four methods","year":2019,"lang":"en","type":"article","venue":"Journal of Information Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interpretation (philosophy); Data science; Citizen journalism; Content analysis; Social media; Sociology; Computer science; Situational ethics; Epistemology; Psychology; Social science; Social psychology; World Wide Web","score_opus":0.5625740717679311,"score_gpt":0.6694364411096012,"score_spread":0.10686236934167015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950660105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6235769,0.000007929085,0.36305538,0.0001907405,0.0003789872,0.00022404765,0.0000067256706,0.000010112253,0.012549219],"genre_scores_gemma":[0.9322977,0.000024417177,0.06751509,0.00009586788,0.000027457312,0.0000023588923,0.0000028549093,0.0000015842862,0.000032690376],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99510443,0.0008163092,0.0013611392,0.000060054088,0.0023905088,0.0002675461],"domain_scores_gemma":[0.9939253,0.0004876714,0.0020909952,0.00019041299,0.0030628054,0.00024282714],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.032421976,0.00007520478,0.00034451144,0.00377129,0.0001840072,0.00019562758,0.00066887256,0.00004984372,0.00017609567],"category_scores_gemma":[0.0062668626,0.00006342429,0.00014065801,0.007872141,0.00050866825,0.050574444,0.000061986226,0.00016368204,0.000021023696],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005320262,0.00026756432,0.047055256,0.00018496331,0.00038725184,7.0115766e-7,0.27484742,0.046528734,0.03140172,0.14877543,0.00024745805,0.4497715],"study_design_scores_gemma":[0.002542929,0.0026914808,0.2843384,0.0003027736,0.0007248679,0.000004995719,0.1842495,0.30657896,0.13086091,0.010060952,0.07680172,0.0008424827],"about_ca_topic_score_codex":0.00013104177,"about_ca_topic_score_gemma":0.00004955724,"teacher_disagreement_score":0.448929,"about_ca_system_score_codex":0.00020742862,"about_ca_system_score_gemma":0.001345241,"threshold_uncertainty_score":0.9963252},"labels":[],"label_agreement":null},{"id":"W2950966762","doi":"10.22329/csw.v6i1.5710","title":"Participatory Action Research with South Asian Immigrant Women","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Participatory action research; Empowerment; Citizen journalism; Action (physics); Sociology; Insider; Immigration; Work (physics); Action research; Process (computing); Set (abstract data type); Public relations; Political science; Pedagogy; Engineering; Anthropology; Computer science","score_opus":0.7490328938879423,"score_gpt":0.675587576509328,"score_spread":0.07344531737861426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950966762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95038444,0.000040115632,0.0002546084,0.006712473,0.00033426238,0.0004926022,0.000004269306,0.00014180095,0.04163543],"genre_scores_gemma":[0.99548286,0.000002859533,0.00030807656,0.00015561805,0.0007909599,0.00026610284,8.8619066e-7,0.000032343283,0.0029602945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99058545,0.0046634944,0.00023926068,0.0004548095,0.0019857946,0.0020712193],"domain_scores_gemma":[0.9968924,0.0015809373,0.000031907166,0.0002473116,0.00044619036,0.000801255],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01053473,0.00014598585,0.0003024446,0.00012966913,0.002384558,0.0002596698,0.00039454564,0.00024946983,0.002885506],"category_scores_gemma":[0.0047169384,0.00013208654,0.00007923714,0.0018984856,0.0025731314,0.00029533723,0.00010488853,0.0008928262,0.0018619235],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012574184,0.00062155456,0.053922616,0.00014448733,0.00010130601,0.00009368884,0.43138316,0.0000024628725,0.0007493883,0.4646138,0.002653519,0.044456594],"study_design_scores_gemma":[0.0013257585,0.00096776924,0.11494096,0.00017727594,0.000045245568,8.652468e-7,0.46737424,0.000030291658,0.0005686399,0.03345901,0.38014987,0.0009600565],"about_ca_topic_score_codex":0.00022313873,"about_ca_topic_score_gemma":0.00015200308,"teacher_disagreement_score":0.4311548,"about_ca_system_score_codex":0.0007782765,"about_ca_system_score_gemma":0.00068708364,"threshold_uncertainty_score":0.99891526},"labels":[],"label_agreement":null},{"id":"W2951372000","doi":"10.1016/j.jneb.2019.05.599","title":"Food in Focus: Youth Exploring Food in Schools Using Photovoice","year":2019,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; Dalhousie University","funders":"Canadian Institutes of Health Research; Max Bell Foundation; Health Research","keywords":"Photovoice; Focus (optics); Psychology; Environmental health; Sociology; Medicine; Economic growth; Economics","score_opus":0.6305887015143845,"score_gpt":0.5871324693214757,"score_spread":0.04345623219290884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951372000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981529,0.0005927803,0.00002669585,0.00025168358,0.0005219583,0.00035015144,0.0000030558072,0.000004186362,0.0000965523],"genre_scores_gemma":[0.9967094,0.00019000423,0.0027648997,0.000028094593,0.0002223034,0.00006248673,5.393443e-7,0.0000065726863,0.000015676384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984763,0.00049993827,0.00035028113,0.000102839425,0.0003622895,0.00020830172],"domain_scores_gemma":[0.99931604,0.000095447096,0.00016589137,0.00006320178,0.00019176592,0.00016763262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018695293,0.000061436855,0.00015719984,0.00046920797,0.00007241537,0.00008067473,0.000104071405,0.00006079509,0.000058246816],"category_scores_gemma":[0.0004186579,0.0000634901,0.000041705414,0.00044630162,0.00003921766,0.0008786452,0.000013541749,0.0002945106,0.000003468816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012373587,0.012581373,0.8598855,0.000111971545,0.000012698877,0.0000072833072,0.06560964,0.0000067249794,0.029702397,0.0011746297,0.000041195417,0.030742858],"study_design_scores_gemma":[0.0037135042,0.001562791,0.584889,0.0015950411,0.000078574136,0.000016660013,0.39123815,0.000025878651,0.010134203,0.0026132609,0.0037784704,0.00035445797],"about_ca_topic_score_codex":0.00023826785,"about_ca_topic_score_gemma":0.00032304018,"teacher_disagreement_score":0.3256285,"about_ca_system_score_codex":0.00033463995,"about_ca_system_score_gemma":0.0005694208,"threshold_uncertainty_score":0.2589051},"labels":[],"label_agreement":null},{"id":"W2951637930","doi":"10.1332/239788219x15567157927222","title":"Family separation and emotional bonds: women of Chiapas and Yucatan, Mexico, facing male migration to Quebec, Canada","year":2019,"lang":"en","type":"article","venue":"International Journal of Care and Caring","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Perspective (graphical); Evocation; Romance; Gender studies; Qualitative research; Sociology; Geography; Psychology; Anthropology; Art; Psychoanalysis; Visual arts","score_opus":0.0983232259731214,"score_gpt":0.4935844872172467,"score_spread":0.3952612612441253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951637930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969534,0.0004650321,0.0003208067,0.0005244122,0.00023262177,0.000069707035,0.0000085968,0.0000017263621,0.0014236661],"genre_scores_gemma":[0.99901253,0.0001192091,0.00034282182,0.0001209417,0.00011353255,0.0000020020009,0.000001507901,0.0000032470657,0.00028421558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883425,0.000111921654,0.00021000954,0.00008787231,0.000636133,0.00011981538],"domain_scores_gemma":[0.9991158,0.0001308488,0.00011938296,0.00003258315,0.0004562057,0.00014514587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061056344,0.000052143732,0.0001222055,0.0001100485,0.00006847138,0.0000818987,0.00009652863,0.00002910343,0.000024592042],"category_scores_gemma":[0.00023164699,0.000050566156,0.000015804497,0.00005874394,0.000045716548,0.0003115108,0.000046220277,0.00008372023,3.3277757e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031444404,0.000032304946,0.75688607,0.00009736416,0.00023339862,0.000029777884,0.10455757,0.0008683053,0.06781614,0.007913989,0.00083223527,0.06041843],"study_design_scores_gemma":[0.0012394075,0.0005102389,0.84411067,0.00061111205,0.000031942312,0.000044951277,0.098664925,0.00068385515,0.007754337,0.00090202125,0.045114037,0.0003325335],"about_ca_topic_score_codex":0.1583752,"about_ca_topic_score_gemma":0.45954767,"teacher_disagreement_score":0.30117247,"about_ca_system_score_codex":0.00031467894,"about_ca_system_score_gemma":0.00058932713,"threshold_uncertainty_score":0.84722924},"labels":[],"label_agreement":null},{"id":"W2951687867","doi":"10.4135/9781526417015.n42","title":"Revisualizing Data: Engagement, Impact and Multimodal Dissemination","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.7555465871812075,"score_gpt":0.6937715551619196,"score_spread":0.06177503201928791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951687867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001848013,0.00083305826,0.0017307447,0.0006364376,0.00010954012,0.0006079572,0.00012348907,0.00012881971,0.99564517],"genre_scores_gemma":[0.08557297,0.004177904,0.008891146,0.00028676432,0.0017201755,0.000027630018,0.00038311488,0.00013315148,0.89880717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974758,0.0005982361,0.00025641714,0.00054418936,0.00079150085,0.00033382795],"domain_scores_gemma":[0.9978089,0.0011304856,0.00013257147,0.0003966403,0.00009754945,0.00043388418],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005405637,0.0002025923,0.00030898894,0.000099366625,0.00042513592,0.00022479898,0.0005060122,0.00019931712,0.002013166],"category_scores_gemma":[0.004902489,0.0001811328,0.00006226889,0.00005546487,0.0003484014,0.0004494288,0.00059017015,0.00045904834,0.000118890865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038420247,0.000028904984,0.0004253079,0.0001471906,0.0002138187,0.000047995632,0.007651746,3.1223078e-7,0.0005430348,0.76969516,0.03897208,0.18223603],"study_design_scores_gemma":[0.00011888041,0.000081555285,0.00035311206,0.00018600248,0.000073452946,3.3154e-7,0.0005912681,0.0010292907,0.00003216555,0.0052191694,0.9919542,0.0003605374],"about_ca_topic_score_codex":0.00032003006,"about_ca_topic_score_gemma":0.00021706082,"teacher_disagreement_score":0.9529821,"about_ca_system_score_codex":0.00017415723,"about_ca_system_score_gemma":0.00030835727,"threshold_uncertainty_score":0.9988991},"labels":[],"label_agreement":null},{"id":"W2952145498","doi":"10.1093/oxfordhb/9780198747369.013.24","title":"Deliberative Planning Practices—Without Smothering Invention","year":2018,"lang":"en","type":"reference-entry","venue":"Oxford University Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smothering; Deliberation; Negotiation; Argumentation theory; Deliberative democracy; Public relations; Public participation; Political science; Sociology; Democracy; Law; Politics; Epistemology","score_opus":0.6138970397448846,"score_gpt":0.5622612261271742,"score_spread":0.05163581361771041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952145498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048237504,0.0001878049,0.002075385,0.000032274766,0.0006405522,0.00056771,0.000050287428,0.00018335161,0.99143887],"genre_scores_gemma":[0.0025363935,0.003631542,0.0030989407,0.000044785673,0.0010046107,0.000008404168,0.000030032039,0.000050657305,0.98959464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99467665,0.0028467318,0.00021234839,0.00056627794,0.0009456207,0.0007523465],"domain_scores_gemma":[0.9975776,0.00050413795,0.00079132145,0.00036505703,0.00036423482,0.00039764761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001991317,0.00028312992,0.0004070471,0.00024122963,0.0012410561,0.00024253216,0.0008629375,0.0005800575,0.00012226685],"category_scores_gemma":[0.0012320955,0.0003216108,0.00015437549,0.00008691987,0.0007504963,0.0004761937,0.00042630354,0.00087453687,0.000004766232],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002495975,0.0005321968,0.005656397,0.001659259,0.0025251,0.0008857944,0.16806455,0.000037601676,0.00009765977,0.28981563,0.28838393,0.23984589],"study_design_scores_gemma":[0.0003103399,0.00008515506,0.000065847256,0.0004890165,0.00012385835,6.4300804e-7,0.0031489183,0.00012584301,0.00008009798,0.00027037767,0.9949708,0.00032912308],"about_ca_topic_score_codex":0.0021900053,"about_ca_topic_score_gemma":0.00059291563,"teacher_disagreement_score":0.70658684,"about_ca_system_score_codex":0.00068913406,"about_ca_system_score_gemma":0.0011932547,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W2953427779","doi":"10.1093/geront/gnz080","title":"Participatory Action Research With Older Adults: A Critical Interpretive Synthesis","year":2019,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Participatory action research; Action (physics); Citizen journalism; Action research; Sociology; Psychology; Political science; Anthropology; Pedagogy","score_opus":0.8893488188143834,"score_gpt":0.7348823704904119,"score_spread":0.1544664483239715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953427779","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000701457,0.97979796,0.0003694419,0.00064176874,0.00042356277,0.002136455,0.000039079918,0.00012981304,0.016391784],"genre_scores_gemma":[0.010795328,0.9839225,0.00021085523,0.000036180103,0.00044772084,0.0031928231,0.0000015579946,0.000066267094,0.0013268025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96720606,0.028120786,0.00052360026,0.0007790283,0.0017092122,0.0016613035],"domain_scores_gemma":[0.95276815,0.045071416,0.00020335725,0.0010509146,0.00051682955,0.00038933722],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02004988,0.00038105116,0.0013898062,0.00022363405,0.0012315589,0.00026945348,0.0015991854,0.0005618799,0.0009759383],"category_scores_gemma":[0.066154614,0.00021643475,0.00031272208,0.0007945893,0.0073670903,0.0002500761,0.00032217545,0.0019061264,0.0011790015],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019581946,0.00018129626,0.000017330749,0.005015391,0.00018390977,0.00004241725,0.013015515,1.1893952e-7,1.5698662e-7,0.011983823,0.0022025867,0.96716166],"study_design_scores_gemma":[0.000049826856,0.00021721184,0.000037616923,0.025670636,0.0004905904,0.0000062639924,0.01558404,0.000012216341,0.000002782707,0.00011254814,0.9574469,0.00036941463],"about_ca_topic_score_codex":0.0030977288,"about_ca_topic_score_gemma":0.004032217,"teacher_disagreement_score":0.9667922,"about_ca_system_score_codex":0.001357318,"about_ca_system_score_gemma":0.002890212,"threshold_uncertainty_score":0.9999373},"labels":[],"label_agreement":null},{"id":"W2954365805","doi":"10.22230/cjc.2019v44n2a3402","title":"Envisioning a Habitus of Hygiene: Hands as Disease Media in Public Health Handwashing Campaigns","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Habitus; Etiquette; Embodied cognition; Articulation (sociology); Hygiene; Public health; Public relations; Sociology; Medicine; Political science; Nursing; Social science; Computer science","score_opus":0.4499273755753806,"score_gpt":0.5566108657859603,"score_spread":0.10668349021057971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954365805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865982,0.0023156088,0.00012482479,0.0068461467,0.00010639189,0.00016256733,0.0000035622397,0.0000034546983,0.0038392493],"genre_scores_gemma":[0.99858457,0.00031409506,0.000807191,0.00016429987,0.000032446915,0.000003401,0.0000029732853,0.000008094996,0.00008293819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577975,0.0027831479,0.00046515133,0.00007700394,0.00046425054,0.0004307222],"domain_scores_gemma":[0.9964379,0.0009395305,0.00038408584,0.00038810458,0.00032492782,0.0015254708],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010845995,0.00006195184,0.00022475663,0.0005224312,0.00031697936,0.00010721508,0.00081198965,0.00005258954,0.00024675066],"category_scores_gemma":[0.009461068,0.000063429674,0.00006228859,0.00050209457,0.0003052417,0.00045710447,0.00003558352,0.0003677546,0.0000123575555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006351047,0.00011944825,0.6709294,0.000050631283,0.000036567446,0.000024340767,0.20099743,0.000268344,0.00031508537,0.05789172,0.0006484631,0.0686551],"study_design_scores_gemma":[0.002486703,0.0005328714,0.7770626,0.0018167059,0.000021077274,0.00000690709,0.05409862,0.0010918156,0.0002471948,0.016373402,0.14584589,0.00041622543],"about_ca_topic_score_codex":0.031042255,"about_ca_topic_score_gemma":0.26942697,"teacher_disagreement_score":0.23838471,"about_ca_system_score_codex":0.00069208036,"about_ca_system_score_gemma":0.012034975,"threshold_uncertainty_score":0.99888265},"labels":[],"label_agreement":null},{"id":"W2954578094","doi":"10.22215/timreview/1248","title":"The Status and Future of Action Research: An Interview with Professor David Coghlan","year":2019,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Ottawa","keywords":"Action (physics); Engineering ethics; Action research; Environmental ethics; Management; Sociology; Political science; Social science; Engineering; Philosophy; Pedagogy; Economics","score_opus":0.6478192180128961,"score_gpt":0.6608213315651554,"score_spread":0.013002113552259331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954578094","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71248406,0.082574666,0.0007048994,0.15657555,0.00046823386,0.011296102,0.0000047505137,0.00046309351,0.03542863],"genre_scores_gemma":[0.3698984,0.6180484,0.0038983582,0.0010786372,0.0001271754,0.0010441389,0.000017733044,0.000034347682,0.0058527626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690574,0.0014911653,0.0003281426,0.00023328522,0.0005905282,0.00045114753],"domain_scores_gemma":[0.9985626,0.00012416513,0.00019930705,0.00046956053,0.00060381007,0.000040600513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012949851,0.000079675265,0.00019654544,0.0004039675,0.000363767,0.000035226225,0.000389718,0.000081540245,0.00009268382],"category_scores_gemma":[0.00038549944,0.00005160768,0.000011602574,0.0042903777,0.0007354492,0.00023816887,0.00017077038,0.00034755585,0.000026010199],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000082583665,0.00002173101,0.0018667238,0.0008813052,0.000021626596,5.792848e-7,0.0001493434,1.48473385e-8,0.00006691984,0.53435963,0.00042975755,0.4621941],"study_design_scores_gemma":[0.00014839636,0.00022164373,0.0030481443,0.00088392483,0.000018123563,3.254817e-7,0.006939011,0.0000031253098,0.00011491941,0.0075401533,0.981015,0.00006720357],"about_ca_topic_score_codex":0.000022765444,"about_ca_topic_score_gemma":0.00014498354,"teacher_disagreement_score":0.9805853,"about_ca_system_score_codex":0.00009497715,"about_ca_system_score_gemma":0.000098679324,"threshold_uncertainty_score":0.4488186},"labels":[],"label_agreement":null},{"id":"W2955432107","doi":"10.22215/etd/2019-13565","title":"Performing Veteranhood Through the Creative Arts: An Ethnographic Study of Recognition and Sociality Among Veterans Living in a Canadian Seniors’ Village","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sociality; The arts; Embodied cognition; Phenomenology (philosophy); Existentialism; Singing; Ethnography; Identity (music); Psychology; Performing arts; Sociology; Aesthetics; Gender studies; Visual arts; Political science; Epistemology; Anthropology; Art","score_opus":0.47886853806835467,"score_gpt":0.5795599444958169,"score_spread":0.10069140642746227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955432107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756206,0.000059753926,0.0000069591483,0.000023815524,0.00018151836,0.0016031725,0.000022762808,0.0000207003,0.022460714],"genre_scores_gemma":[0.9991675,0.000060760114,0.00007188164,0.000033838023,0.00006793834,0.00015304642,0.000037053294,0.000024202553,0.00038378552],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932419,0.0045361277,0.0004443395,0.00043203204,0.0006959398,0.00064965413],"domain_scores_gemma":[0.9978978,0.0011213747,0.00022885065,0.00023669428,0.0002695769,0.0002456846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071742483,0.00021721958,0.00042780826,0.0003435056,0.00080837944,0.000156196,0.0002905678,0.00032450206,0.00019206112],"category_scores_gemma":[0.0019854282,0.000181662,0.00007830417,0.000713127,0.00032914535,0.0006886753,0.000022232978,0.000580502,0.0000035349535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000379003,0.0001582692,0.100944474,0.000061386396,0.00005426997,0.000004407781,0.8877611,9.061462e-7,0.00009196187,0.00010338321,0.0000027156082,0.010779216],"study_design_scores_gemma":[0.00019169592,0.00028522717,0.33530584,0.00021802103,0.000046270394,7.9394184e-8,0.66320986,0.00006173401,0.000048411133,0.0004128087,0.000042612515,0.00017744668],"about_ca_topic_score_codex":0.9584741,"about_ca_topic_score_gemma":0.99572664,"teacher_disagreement_score":0.23436137,"about_ca_system_score_codex":0.00025897328,"about_ca_system_score_gemma":0.0010167587,"threshold_uncertainty_score":0.74079615},"labels":[],"label_agreement":null},{"id":"W2956011459","doi":"10.24377/ejqrp.article2988","title":"Two-eyed seeing, arts-based reflection and collaboration: Reflexivity tools for nursing practitioners working across cultures","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Reflexivity; Journaling file system; Pedagogy; Rigour; Sociology; Psychology; Social science; Epistemology","score_opus":0.8421521757850113,"score_gpt":0.8051135341847826,"score_spread":0.03703864160022874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956011459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728468,0.002571014,0.00374633,0.0011079649,0.0010370639,0.0017186601,0.0000326963,0.000076050404,0.01686343],"genre_scores_gemma":[0.99377763,0.00073962886,0.0040768725,0.00027187174,0.00039341857,0.00014617233,0.000011186755,0.00003516419,0.0005480469],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536276,0.0017175943,0.0006142772,0.0005148915,0.0011212382,0.00066922436],"domain_scores_gemma":[0.99541503,0.002136123,0.00088056055,0.00030633097,0.00088510127,0.0003768527],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010529375,0.00022744836,0.00055199885,0.00032945647,0.0016086556,0.0050253156,0.0009346993,0.00016551663,0.0009889163],"category_scores_gemma":[0.0056726094,0.00022335812,0.00012329817,0.001577552,0.0004635702,0.0057054097,0.0001682248,0.00040066705,0.0000070452006],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024259489,0.0006405408,0.28774822,0.00019959714,0.0002570068,0.000015171062,0.015775185,0.0016527759,0.56801534,0.0065414053,0.012742822,0.10398598],"study_design_scores_gemma":[0.004794614,0.00018534326,0.3463854,0.0031652467,0.00023486612,0.000006973364,0.026124414,0.0020187185,0.21731865,0.033829447,0.36412713,0.0018091912],"about_ca_topic_score_codex":0.0007498055,"about_ca_topic_score_gemma":0.0010926115,"teacher_disagreement_score":0.3513843,"about_ca_system_score_codex":0.00057414756,"about_ca_system_score_gemma":0.0007745497,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W2960816596","doi":"10.1080/24694452.2019.1613953","title":"Visual Storytelling and Socioenvironmental Change: Images, Photographic Encounters, and Knowledge Construction in Resource Frontiers","year":2019,"lang":"en","type":"article","venue":"Annals of the American Association of Geographers","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Global Affairs Canada","keywords":"Storytelling; Resource (disambiguation); Photography; Visual methods; Sociology; Computer science; Visual arts; Narrative; Art","score_opus":0.1272058481307411,"score_gpt":0.47935860599148683,"score_spread":0.35215275786074574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960816596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729294,0.00077891565,0.000013182426,0.0008780578,0.00009394785,0.00030501367,0.00001176105,0.000008685252,0.00061749347],"genre_scores_gemma":[0.9974047,0.0019007572,0.0004222854,0.0001414739,0.000023855975,0.00001155971,8.9938567e-7,0.000008106588,0.000086359265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748874,0.0013586176,0.00022283965,0.00018481068,0.00044715396,0.00029786953],"domain_scores_gemma":[0.99882853,0.00034461162,0.0005806345,0.00010075236,0.0000625602,0.00008289775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031842543,0.000087914515,0.00027319702,0.00021945123,0.00013081283,0.00001803745,0.00014581197,0.000056026824,0.000015345639],"category_scores_gemma":[0.00027904112,0.00008458688,0.000097984375,0.0006735759,0.0016315465,0.00018137877,0.0000674857,0.00015327324,8.2888306e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043807744,0.000046961068,0.9776324,0.000011845887,0.00005864752,8.47124e-8,0.00633214,0.000002602818,0.0011184677,0.000057673533,0.00032078044,0.014374598],"study_design_scores_gemma":[0.0003223399,0.00015550554,0.95111173,0.00004609799,0.000020066764,1.0587145e-7,0.042183585,0.00011810126,0.0008790865,0.00029174116,0.004751537,0.00012008368],"about_ca_topic_score_codex":0.00231255,"about_ca_topic_score_gemma":0.0002488066,"teacher_disagreement_score":0.035851445,"about_ca_system_score_codex":0.000073914365,"about_ca_system_score_gemma":0.000051559164,"threshold_uncertainty_score":0.6011501},"labels":[],"label_agreement":null},{"id":"W2961404044","doi":"10.33596/coll.46","title":"Maintaining the Authenticity of Co-Researcher Voice Using FPAR Principles","year":2019,"lang":"en","type":"article","venue":"Collaborations A Journal of Community-Based Research and Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Participatory action research; Narrative; Citizen journalism; Compromise; Sociology; Power (physics); Process (computing); Public relations; Action (physics); Political science; Computer science; Social science; Law; Linguistics","score_opus":0.8577249131856,"score_gpt":0.690545217390256,"score_spread":0.16717969579534397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961404044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966988,0.000524678,0.0029123097,0.011148373,0.000082957085,0.0006420101,0.000023700975,0.0000079321935,0.017669985],"genre_scores_gemma":[0.99294525,0.00021230195,0.006248157,0.00017294139,0.00011045084,0.000009824348,0.0000020130765,0.000013664944,0.00028539266],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.94318724,0.053349264,0.0005395654,0.00009025655,0.0022615667,0.00057211093],"domain_scores_gemma":[0.9340514,0.057200298,0.0005098751,0.0005456983,0.0073102424,0.00038247232],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.123090334,0.00009870204,0.000266399,0.0005057947,0.0031620015,0.0004472213,0.0009996898,0.00010352391,0.00022393798],"category_scores_gemma":[0.08266843,0.00007491901,0.000058567246,0.0023147531,0.002200645,0.0010790476,0.00021559792,0.0026460881,0.000012804766],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015062066,0.008169647,0.052969795,0.0009556552,0.0015502869,0.0001590175,0.3730119,0.014767719,0.16556837,0.35068142,0.009236948,0.007867177],"study_design_scores_gemma":[0.0016800482,0.0023617113,0.003446333,0.00031738324,0.00008235584,0.000024188037,0.39334387,0.0043362477,0.005321753,0.0045966934,0.5842696,0.00021981807],"about_ca_topic_score_codex":0.0017001833,"about_ca_topic_score_gemma":0.00060367223,"teacher_disagreement_score":0.57503265,"about_ca_system_score_codex":0.00027633575,"about_ca_system_score_gemma":0.0068831607,"threshold_uncertainty_score":0.9996548},"labels":[],"label_agreement":null},{"id":"W2963897488","doi":"10.1177/1609406919858530","title":"“A Space Where People Get It”: A Methodological Reflection of Arts-Informed Community-Based Participatory Research With Nonbinary Youth","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; McGill University; Wilfrid Laurier University","funders":"Wilfrid Laurier University","keywords":"Participatory action research; The arts; Community-based participatory research; Identity (music); Sociology; Citizen journalism; Space (punctuation); Qualitative research; Participant observation; Psychology; Public relations; Social science; Visual arts; Political science; Computer science; Aesthetics; World Wide Web","score_opus":0.9830854687815138,"score_gpt":0.8211288029670899,"score_spread":0.16195666581442392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963897488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74046993,0.0001387728,0.24300171,0.004773211,0.00063395366,0.00041441649,0.000024714347,0.000021744154,0.010521535],"genre_scores_gemma":[0.6134287,0.000048013935,0.38580653,0.00017239062,0.00015102148,0.000021889933,0.0000037329976,0.000019011817,0.00034868278],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.86210126,0.13268127,0.0010487597,0.00022449878,0.0033335153,0.00061067776],"domain_scores_gemma":[0.9453673,0.04768092,0.000987025,0.0003143326,0.005290591,0.00035983353],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19354393,0.00019462168,0.0007050542,0.00083823455,0.0003989557,0.00010649251,0.0011914031,0.00018228212,0.00041555907],"category_scores_gemma":[0.036683828,0.0001507303,0.00024699542,0.0010657569,0.001462748,0.00065329747,0.00017365885,0.0017680004,0.000020100368],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005565232,0.0009994393,0.009281486,0.00017421295,0.00066493807,0.000031886328,0.9203064,0.00061260356,0.023059119,0.031562533,0.00070877,0.007033367],"study_design_scores_gemma":[0.0026967574,0.005418691,0.005499456,0.0008307123,0.00009239814,0.000013285189,0.9062168,0.00044936247,0.029901313,0.022581337,0.025908317,0.00039154725],"about_ca_topic_score_codex":0.0016445664,"about_ca_topic_score_gemma":0.0011334888,"teacher_disagreement_score":0.1568601,"about_ca_system_score_codex":0.0007841287,"about_ca_system_score_gemma":0.0023709964,"threshold_uncertainty_score":0.9714306},"labels":[],"label_agreement":null},{"id":"W2963985425","doi":"","title":"Applying modified participatory video and popular education to improve environmental science learning in northern Manitoba","year":2017,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Environmental education; Citizen science; Science education; Geography; Sociology; Mathematics education; Pedagogy; Computer science; Psychology; World Wide Web","score_opus":0.17011575130742304,"score_gpt":0.4408836244292002,"score_spread":0.2707678731217772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963985425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99276227,0.00013509786,0.000040441275,0.00012095463,0.00032185463,0.0009038328,0.000005081299,0.000028162496,0.005682319],"genre_scores_gemma":[0.99698234,0.000116891344,0.00040870075,0.0000108279955,0.00006752787,0.00001937138,0.000015700483,0.00001844823,0.002360195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740154,0.00047437343,0.00013266719,0.0005453023,0.0009000818,0.0005460213],"domain_scores_gemma":[0.9988422,0.00008362869,0.0002927963,0.00031635028,0.000098921955,0.00036612828],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002517525,0.00017433024,0.0002993376,0.00048529112,0.0016889474,0.00011662696,0.0007243517,0.00019338634,0.0000064463384],"category_scores_gemma":[0.0008418537,0.00024818283,0.00005752533,0.00024813207,0.0007059578,0.00060885475,0.00015740316,0.00041726034,0.00003567527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028571647,0.00030868137,0.6957655,0.00021580275,0.000039107417,0.000035433553,0.034809627,0.00012372334,0.047994617,0.0011503223,0.00007433259,0.21919712],"study_design_scores_gemma":[0.00025157718,0.00009225106,0.72144395,0.00017346365,0.0000438669,1.8560026e-7,0.2696927,0.0002498952,0.00074011873,0.00021985665,0.0067842924,0.0003078522],"about_ca_topic_score_codex":0.03256595,"about_ca_topic_score_gemma":0.8627585,"teacher_disagreement_score":0.83019257,"about_ca_system_score_codex":0.00092746905,"about_ca_system_score_gemma":0.0010010694,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W2964287538","doi":"10.14288/bcs.v0i202.190416","title":"Confronting Narratives of Loss: Art and Agency in Dementia and Dementia Care","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Agency (philosophy); Context (archaeology); Sociology; Conversation; Carr; Narrative; Nursing; Psychology; Public relations; Gerontology; Medicine; Political science; History; Art; Social science","score_opus":0.33090729524111245,"score_gpt":0.5802446125372825,"score_spread":0.2493373172961701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964287538","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43153253,0.0007828216,0.0007753533,0.00021297383,0.00013214548,0.0007302086,0.00000967899,0.000011537345,0.56581277],"genre_scores_gemma":[0.9786492,0.000070469956,0.006067578,0.000013671187,0.000037577887,0.00006821914,6.534106e-7,0.0000048387765,0.015087797],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987557,0.00058818905,0.00014867389,0.00016087395,0.00014523737,0.0002013362],"domain_scores_gemma":[0.9995499,0.000098689656,0.000049879243,0.00007162085,0.0001446857,0.000085197324],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011879285,0.00004899703,0.00011524595,0.000062507264,0.0018435909,0.00031704298,0.00013187602,0.000035098896,0.00072091894],"category_scores_gemma":[0.00049156055,0.00005178625,0.000011228864,0.00057761866,0.00060841127,0.00026206038,0.00015102544,0.00006130925,0.000002365202],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012928323,0.00028258492,0.29561034,0.00007545655,0.0003553337,0.000009063115,0.61973953,0.0000027159526,0.005684668,0.010161014,0.054463483,0.01348653],"study_design_scores_gemma":[0.002382352,0.00093151577,0.14022124,0.0002369676,0.00013426089,0.000002261433,0.2936566,0.00028954103,0.00539003,0.020454982,0.5357597,0.00054057984],"about_ca_topic_score_codex":0.007204783,"about_ca_topic_score_gemma":0.08123977,"teacher_disagreement_score":0.550725,"about_ca_system_score_codex":0.00003560206,"about_ca_system_score_gemma":0.00025845846,"threshold_uncertainty_score":0.99945587},"labels":[],"label_agreement":null},{"id":"W2964930663","doi":"","title":"The SAGE handbook of visual research methods (2nd Edition)","year":2019,"lang":"en","type":"book","venue":"SAGE Publications eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Discipline; Visual culture; Sociology; Media studies; Journalism; Social science; Visual arts; Art; Anthropology","score_opus":0.6056070116268796,"score_gpt":0.6849840199796672,"score_spread":0.0793770083527876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964930663","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000118596345,0.0027971452,0.02233339,0.0012385779,0.0006144776,0.002234183,0.00011344205,0.0001432189,0.9705137],"genre_scores_gemma":[0.00018217371,0.0005664998,0.008496842,0.00007008982,0.0011416409,0.0009984007,0.000051906278,0.00008068869,0.9884118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98275185,0.011224431,0.000889353,0.00073759095,0.0029887152,0.0014080342],"domain_scores_gemma":[0.97983414,0.015563107,0.0004870783,0.0015464402,0.0020384996,0.000530745],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.043237288,0.00029786417,0.00052830484,0.0008506325,0.0031181793,0.0006519308,0.0022457377,0.0006615482,0.0012328003],"category_scores_gemma":[0.014137968,0.00025051812,0.0003031863,0.0005613072,0.0051888176,0.00027429778,0.000627714,0.001830759,0.00041132557],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026318005,0.000090872665,0.000019632178,0.00007671168,0.00015635787,0.0000013403463,0.0045237523,2.9763842e-7,0.00076606264,0.48523936,0.11781216,0.39128715],"study_design_scores_gemma":[0.00014922504,0.00009793205,0.00007283927,0.00021232775,0.00003486118,4.49899e-7,0.0007278561,0.000030130479,0.0009703726,0.06372735,0.93375415,0.0002225108],"about_ca_topic_score_codex":0.00032617766,"about_ca_topic_score_gemma":0.00083625526,"teacher_disagreement_score":0.815942,"about_ca_system_score_codex":0.0009928264,"about_ca_system_score_gemma":0.011344635,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W2965115351","doi":"10.33524/cjar.v19i1.375","title":"STUDENTS’ PERCEPTIONS OF BELONGING: A PHOTOVOICE PARTICIPATORY ACTION RESEARCH PROJECT","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photovoice; Participatory action research; Action research; Citizen journalism; Sociology; Perception; Pedagogy; Action (physics); Public relations; Political science; Psychology; Economic growth","score_opus":0.9249322454825747,"score_gpt":0.765287641229979,"score_spread":0.15964460425259563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965115351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890515,0.00011610161,0.000082979124,0.0027620515,0.00046617203,0.00064182596,0.000006506447,0.0000098245255,0.006863036],"genre_scores_gemma":[0.99514055,0.00013780089,0.00016541353,0.000031876596,0.0011853095,0.00004958422,4.0982582e-7,0.000020946898,0.0032681332],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9782257,0.0152127985,0.00051775406,0.00021777305,0.00439207,0.0014338741],"domain_scores_gemma":[0.9898945,0.00217788,0.00019856484,0.00042385716,0.006183948,0.0011212431],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07674965,0.00010301623,0.00023264055,0.0020067722,0.0049926755,0.0003995142,0.0014405055,0.0001712091,0.0012945561],"category_scores_gemma":[0.012968377,0.00008206273,0.00012293951,0.003232689,0.0058193034,0.00056496734,0.00009541165,0.0020350816,0.00015475169],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015150611,0.0009134416,0.24697588,0.00019959257,0.000667048,0.0002212691,0.43514782,0.000054269676,0.09829858,0.014174327,0.15019087,0.051641837],"study_design_scores_gemma":[0.0009180805,0.0024952788,0.21560375,0.00030556056,0.000055901113,0.000037238427,0.2806149,0.00022857937,0.021607509,0.004504319,0.47333148,0.0002973809],"about_ca_topic_score_codex":0.20895548,"about_ca_topic_score_gemma":0.6320552,"teacher_disagreement_score":0.42309973,"about_ca_system_score_codex":0.0021217754,"about_ca_system_score_gemma":0.017557746,"threshold_uncertainty_score":0.9996184},"labels":[],"label_agreement":null},{"id":"W2968673098","doi":"10.33137/jaste.v10i1.32913","title":"(Re)engaging Our Ethical Commitments and Becoming Activists in Our Own Backyards","year":2019,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Praxis; Social justice; Economic Justice; Sociology; Work (physics); Service (business); Political science; Public relations; Engineering ethics; Pedagogy; Public administration; Environmental ethics; Social science; Law; Engineering","score_opus":0.3130592599554303,"score_gpt":0.6373778898293491,"score_spread":0.32431862987391874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968673098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579822,0.00005608988,0.00018486247,0.039782915,0.00071171153,0.00037086703,6.095017e-7,0.00002350048,0.00088723877],"genre_scores_gemma":[0.9973947,0.00006454285,0.0018630316,0.00019521502,0.00009567075,0.000041972344,2.0293021e-7,0.000006802427,0.0003378533],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99816597,0.00027579264,0.00019059452,0.00030187287,0.0005358215,0.0005299533],"domain_scores_gemma":[0.99893624,0.00022770351,0.00014761707,0.00013977797,0.00033576365,0.00021287869],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010279194,0.00009430503,0.00017895222,0.0008049781,0.0013064188,0.00026496776,0.00034359004,0.00020116784,0.000004046162],"category_scores_gemma":[0.005468454,0.000086660955,0.00002002848,0.0009881357,0.00044934408,0.00078227435,0.00010191088,0.0009843189,0.000004359737],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000767878,0.0004684199,0.44648203,0.000055877943,0.000022059548,0.0000035617488,0.016629485,0.000001790283,0.04796086,0.019869765,0.0011859006,0.46724346],"study_design_scores_gemma":[0.0021378652,0.0009107429,0.21454994,0.00046168774,0.000040541818,0.000073763775,0.6282991,0.0018838258,0.022908803,0.08762078,0.04035144,0.0007614892],"about_ca_topic_score_codex":0.00010432372,"about_ca_topic_score_gemma":0.0001634148,"teacher_disagreement_score":0.61166966,"about_ca_system_score_codex":0.0005213614,"about_ca_system_score_gemma":0.0022512898,"threshold_uncertainty_score":0.99999374},"labels":[],"label_agreement":null},{"id":"W2968775536","doi":"10.1177/1077800419868505","title":"Staying With the Trouble: Grapplings With the More-Than-Human in a Qualitative Inquiry Course","year":2019,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Situated; Sociology; Storytelling; Politics; Narrative; Qualitative research; Pedagogy; Epistemology; Social science; Political science; Literature; Philosophy; Law","score_opus":0.6045930357700244,"score_gpt":0.6779810314053152,"score_spread":0.07338799563529075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968775536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814832,0.00020455863,0.0041479715,0.00927325,0.00014507459,0.001764572,0.00001376104,0.00008561561,0.0028819584],"genre_scores_gemma":[0.9954363,0.000009916095,0.0010514051,0.00087322114,0.00025769358,0.0006227201,0.000006645324,0.000055603272,0.0016864968],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9787854,0.016839886,0.00046814163,0.00068027683,0.0020375494,0.0011887653],"domain_scores_gemma":[0.9874448,0.010743838,0.00040355965,0.0006320072,0.00051804975,0.00025772103],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.029199265,0.00037047808,0.00054243946,0.00018222278,0.0011314327,0.00023918573,0.0010258767,0.0001440197,0.00015912148],"category_scores_gemma":[0.0010551568,0.00019636867,0.0000998762,0.0018669105,0.007840585,0.00070981693,0.00014726096,0.0009698411,0.000108067674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042399802,0.00014607633,0.002091206,0.00003278335,0.00012338815,0.000012826823,0.9123214,0.000058072048,0.0005358901,0.082764305,0.0011767558,0.00031332948],"study_design_scores_gemma":[0.0012206694,0.00069224025,0.0058479337,0.00013065757,0.00003515982,7.050197e-7,0.9830511,0.000037570655,0.00021002104,0.004490615,0.003911027,0.00037227743],"about_ca_topic_score_codex":0.0031688418,"about_ca_topic_score_gemma":0.004900363,"teacher_disagreement_score":0.07827369,"about_ca_system_score_codex":0.00034473353,"about_ca_system_score_gemma":0.0008670509,"threshold_uncertainty_score":0.9996436},"labels":[],"label_agreement":null},{"id":"W2969621709","doi":"10.33524/cjar.v17i3.289","title":"FEELING LIKE RESEARCH PARTNERS AS A YOUTH-ADULT TEAM","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"General partnership; Participatory action research; Feeling; Creativity; Flexibility (engineering); Citizen journalism; Action research; Public relations; Power (physics); Psychology; Passion; Sociology; Social psychology; Pedagogy; Political science; Management","score_opus":0.8989994844942795,"score_gpt":0.7372616061814369,"score_spread":0.1617378783128426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969621709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8694251,0.0003280682,0.00011753598,0.050301638,0.0008303095,0.00053044385,0.0000096884705,0.00001776681,0.078439444],"genre_scores_gemma":[0.9857107,0.00031509463,0.000103557075,0.0001232217,0.0011318353,0.00001778293,1.9210157e-7,0.000023181652,0.012574439],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9797231,0.0136485845,0.00041935814,0.00022683328,0.0040576193,0.0019244915],"domain_scores_gemma":[0.9867603,0.004450039,0.00012989463,0.00041385382,0.0057218242,0.0025240614],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07918505,0.000102795406,0.00019613068,0.001382084,0.0047547603,0.0005675872,0.0014299346,0.00018021374,0.001100013],"category_scores_gemma":[0.040702164,0.00006155123,0.00012176795,0.0019324397,0.003634462,0.0005849202,0.00007404567,0.001952956,0.000632562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014578869,0.00023901176,0.02847104,0.000060248127,0.0004951996,0.00071833254,0.25495294,0.000063841006,0.024046144,0.15408413,0.2700835,0.26532772],"study_design_scores_gemma":[0.00084495323,0.0008172506,0.002475439,0.00035002988,0.00002043399,0.00003791019,0.13193506,0.000033654876,0.005209458,0.027025942,0.8310053,0.00024458344],"about_ca_topic_score_codex":0.19849262,"about_ca_topic_score_gemma":0.48745343,"teacher_disagreement_score":0.5609218,"about_ca_system_score_codex":0.0026950333,"about_ca_system_score_gemma":0.020163612,"threshold_uncertainty_score":0.99981314},"labels":[],"label_agreement":null},{"id":"W2970325296","doi":"10.1007/978-981-13-1710-1_23-1","title":"Participatory Visual Methodologies in Self-Study for Social Justice Teaching","year":2019,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario; McGill University","funders":"","keywords":"Citizen journalism; Social justice; Sociology; Psychology; Computer science; Social science; World Wide Web","score_opus":0.6648389878455587,"score_gpt":0.6667439865169449,"score_spread":0.00190499867138616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970325296","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07706772,0.0003566946,0.0020604809,0.00066336815,0.007651536,0.003253896,0.000046479527,0.0001293987,0.90877044],"genre_scores_gemma":[0.6859055,0.00007578618,0.01873471,0.0001858815,0.0033312282,0.0005875788,0.000036848123,0.000105957406,0.2910365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705684,0.00061581255,0.0006200923,0.00045088725,0.0008923603,0.00036401162],"domain_scores_gemma":[0.9969658,0.0017386298,0.0004730567,0.000179288,0.000549323,0.000093885006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007296845,0.00022543382,0.00042947967,0.0005207798,0.00027003774,0.000076283,0.0005738393,0.0002810179,0.00018601687],"category_scores_gemma":[0.0031805162,0.00025566664,0.00017397477,0.000035017456,0.00020928806,0.00022450945,0.00014578365,0.0004857672,0.000025538766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030666264,0.0010842914,0.004961756,0.0002928377,0.000409222,0.0000018920028,0.05406043,0.000013551303,0.0005214619,0.88444805,0.0021457374,0.051754132],"study_design_scores_gemma":[0.0021454033,0.0008941016,0.018231843,0.0010633501,0.0009178875,7.12452e-7,0.036497023,0.00038882424,0.0011664834,0.09198413,0.8452772,0.0014330283],"about_ca_topic_score_codex":0.00033820752,"about_ca_topic_score_gemma":0.00049427984,"teacher_disagreement_score":0.8431315,"about_ca_system_score_codex":0.00077473646,"about_ca_system_score_gemma":0.0022745999,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W2970779691","doi":"10.15353/kinema.vi.1291","title":"Exploring the Video Productions of Egyptian Applied Arts Students","year":2013,"lang":"en","type":"article","venue":"Kinema A Journal for Film and Audiovisual Media","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The arts; Photography; Movie theater; Academic year; Visual arts; Psychology; Art; Multimedia; Mathematics education; Computer science","score_opus":0.645184391671611,"score_gpt":0.5776280833027619,"score_spread":0.06755630836884907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970779691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400795,0.0001690252,0.00081372267,0.0021275696,0.0011037361,0.0007572514,0.000005266276,0.000020575437,0.0009948966],"genre_scores_gemma":[0.9960854,0.0003027056,0.0014338692,0.00006564019,0.0012427073,0.0003807108,8.542824e-7,0.00001544154,0.00047265878],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99779624,0.0003227188,0.0003503515,0.00018191419,0.0008590734,0.00048969197],"domain_scores_gemma":[0.99801564,0.0009995705,0.00016995212,0.0001457146,0.00028868034,0.00038045418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038456207,0.00011400692,0.00023429347,0.00012404092,0.0009992019,0.00020351421,0.00036955997,0.000041139807,0.00018622413],"category_scores_gemma":[0.0039357,0.00007668681,0.000090868474,0.00030476463,0.0004851439,0.00044431194,0.00008246597,0.00026492766,0.000019134288],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045041775,0.0014252885,0.023542779,0.00034707945,0.0008034372,0.00002555443,0.3419848,0.00012310898,0.07857946,0.057877593,0.054262526,0.44057795],"study_design_scores_gemma":[0.00440956,0.0012761429,0.4573845,0.0005010469,0.00037201055,0.00007033741,0.13942163,0.0002828688,0.02792903,0.035005048,0.33220863,0.001139208],"about_ca_topic_score_codex":0.00010403129,"about_ca_topic_score_gemma":0.00008599904,"teacher_disagreement_score":0.43943873,"about_ca_system_score_codex":0.0000401248,"about_ca_system_score_gemma":0.00015911572,"threshold_uncertainty_score":0.76851547},"labels":[],"label_agreement":null},{"id":"W2972154927","doi":"10.1177/1609406919872395","title":"Working With Photo Installation and Metaphor: Re-Visioning Photovoice Research","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"York University","keywords":"Metaphor; Photovoice; Reflexivity; Situated; Context (archaeology); Sociology; Participatory action research; Citizen journalism; Aesthetics; Computer science; Psychology; Visual arts; Art","score_opus":0.9592350572514549,"score_gpt":0.8073543955353155,"score_spread":0.15188066171613934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972154927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8697518,0.0006078775,0.08510529,0.0016732838,0.0008681141,0.00034148656,0.000002410206,0.000015951866,0.041633766],"genre_scores_gemma":[0.68634135,0.0001227409,0.31237367,0.00009483259,0.00020934959,0.000007756331,5.68938e-7,0.000014777114,0.0008349725],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9673234,0.028653463,0.0005932738,0.00025327766,0.0027692462,0.000407339],"domain_scores_gemma":[0.9808685,0.015502424,0.00047457858,0.00012944716,0.0027686565,0.00025634948],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.101054184,0.00012000051,0.00032204745,0.0007119534,0.0002855959,0.00026860042,0.0005659417,0.00008386497,0.0004102547],"category_scores_gemma":[0.014650222,0.00009508166,0.000085294865,0.00067713275,0.00066956505,0.0007300471,0.0001375278,0.0007288967,0.000014524077],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020067485,0.00020029877,0.013563289,0.000027655831,0.0008843551,0.00008769205,0.6364414,0.00015456098,0.07699447,0.094176404,0.00032868894,0.1751344],"study_design_scores_gemma":[0.0028940847,0.0015396718,0.0064036455,0.0011328475,0.00006252588,0.000037504396,0.6013611,0.0011930661,0.03291631,0.057864778,0.29405522,0.0005392707],"about_ca_topic_score_codex":0.0004195444,"about_ca_topic_score_gemma":0.00016178456,"teacher_disagreement_score":0.29372653,"about_ca_system_score_codex":0.0004047181,"about_ca_system_score_gemma":0.00055827876,"threshold_uncertainty_score":0.9936498},"labels":[],"label_agreement":null},{"id":"W2972807525","doi":"10.12688/gatesopenres.13055.2","title":"Visualizing participant experiences in maternal and child nutrition studies using timeline mapping","year":2020,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"Bill and Melinda Gates Foundation","keywords":"Timeline; Thematic analysis; Psychological intervention; Medicine; Focus group; Qualitative research; Nursing; Geography","score_opus":0.9554275249976965,"score_gpt":0.7611576841699155,"score_spread":0.19426984082778098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972807525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840095,0.0075229527,0.00005166451,0.00387561,0.00021031077,0.002698701,0.000011947417,0.00004370997,0.0015755827],"genre_scores_gemma":[0.9878735,0.0047299564,0.0050316774,0.000060411705,0.0004626038,0.0016893136,0.0000051117895,0.000032992888,0.00011445095],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9873805,0.0076316027,0.000693397,0.0010054857,0.0018299477,0.0014590407],"domain_scores_gemma":[0.99715614,0.0012985222,0.00015807901,0.00032794027,0.0005364774,0.00052283594],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.024089085,0.00025364864,0.0007589822,0.0005104761,0.0013892959,0.001631786,0.0015372888,0.00023876356,0.00017489167],"category_scores_gemma":[0.008854839,0.00024712214,0.00006016141,0.0010193269,0.0017591184,0.00052476366,0.0069797565,0.0015781343,0.000031025633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058407674,0.00058500445,0.042702105,0.0030115384,0.00040153263,0.000616909,0.92347777,0.00017647613,0.00926628,0.008371999,0.0007675295,0.010038795],"study_design_scores_gemma":[0.0015307426,0.00031360757,0.009552535,0.0113461055,0.000040567807,0.0000056646013,0.892273,0.027583601,0.011951526,0.030458344,0.013839228,0.0011050525],"about_ca_topic_score_codex":0.013780375,"about_ca_topic_score_gemma":0.0015191141,"teacher_disagreement_score":0.03314957,"about_ca_system_score_codex":0.00047798315,"about_ca_system_score_gemma":0.00084636855,"threshold_uncertainty_score":0.9999981},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2975524198","doi":"10.1177/1609406919877307","title":"Biographical Collage as a Tool in Inuit Community-Based Participatory Research and Capacity Development","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Interior Health; University of British Columbia, Okanagan Campus; University of British Columbia; Queen's University","funders":"Institute of Aboriginal Peoples Health","keywords":"Photovoice; Citizen journalism; The arts; Participatory action research; Variety (cybernetics); Photo elicitation; Presentation (obstetrics); Qualitative research; Sociology; Exploratory research; Capacity building; Visual arts; Computer science; Social science; Political science; Art; Anthropology; World Wide Web","score_opus":0.9669776404375365,"score_gpt":0.7969787577604451,"score_spread":0.1699988826770914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975524198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871561,0.000087473716,0.009282322,0.0014706253,0.0003404143,0.00027886927,0.000008422768,0.00000883901,0.0013669326],"genre_scores_gemma":[0.8378019,0.000017900014,0.16169657,0.00024264425,0.00006521082,0.000025027286,6.268413e-7,0.000010417078,0.00013972784],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.90920585,0.08689063,0.0008718983,0.00018819774,0.0023304874,0.0005129601],"domain_scores_gemma":[0.9745907,0.022595137,0.00029268904,0.00015555185,0.002118369,0.00024755596],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18495943,0.00012483777,0.00036346592,0.0011998778,0.00030251837,0.00015224291,0.0008021972,0.00012935782,0.00028175462],"category_scores_gemma":[0.022248555,0.0001148061,0.00008790441,0.0009074289,0.0014965413,0.00036407588,0.00017440671,0.0013594371,0.000023545412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008663412,0.0008289554,0.0303182,0.00005001677,0.00023347886,0.000059532143,0.8227797,0.000019911122,0.013663674,0.09876145,0.000073964715,0.032344766],"study_design_scores_gemma":[0.0049618618,0.0023398607,0.10491145,0.00093430444,0.0000242511,0.000015705065,0.38578564,0.0003967371,0.038783394,0.37447605,0.08662864,0.00074211694],"about_ca_topic_score_codex":0.0010757166,"about_ca_topic_score_gemma":0.0011370374,"teacher_disagreement_score":0.43699408,"about_ca_system_score_codex":0.0007722878,"about_ca_system_score_gemma":0.0019110874,"threshold_uncertainty_score":0.9859875},"labels":[],"label_agreement":null},{"id":"W2979850011","doi":"10.17269/s41997-019-00254-9","title":"The Young Canadians Roundtable on Health: promising practices for youth and adults working in partnership","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Bishop's University; Ontario Centre of Excellence for Child and Youth Mental Health; Humber Polytechnic; Mental Health Commission of Canada; Students Commission; Brock University","funders":"Social Sciences and Humanities Research Council of Canada; AstraZeneca Canada","keywords":"General partnership; Political science; Gerontology; Psychology; Medicine","score_opus":0.7791779895734734,"score_gpt":0.6210615736437295,"score_spread":0.1581164159297439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979850011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80071646,0.0031099382,0.00016228177,0.19004618,0.0008321432,0.0012426982,0.000012406214,0.0000071756053,0.0038707159],"genre_scores_gemma":[0.9963705,0.00023912019,0.00033638446,0.0016459064,0.0002827353,0.000012105218,0.0000011631178,0.000015881304,0.0010962121],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99417645,0.002897287,0.000527642,0.0001896645,0.00045324315,0.001755741],"domain_scores_gemma":[0.99328214,0.0018415514,0.00084329955,0.00015613937,0.0002369238,0.003639961],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03931384,0.00009859898,0.000278486,0.00038811873,0.0013588843,0.0009353888,0.00036546568,0.00007255562,0.000011354489],"category_scores_gemma":[0.016647568,0.000081259495,0.00004262563,0.00053284055,0.00017028445,0.00077520293,0.000007859348,0.0005008899,0.000001866036],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00010926297,0.000043866145,0.3151896,0.00012859487,0.000045424156,0.000029245284,0.3386075,0.000021854137,0.0000012503142,0.049273435,0.0035857204,0.29296428],"study_design_scores_gemma":[0.001029125,0.00085894804,0.023872301,0.00059671886,0.0000036393033,0.000011921633,0.21273611,0.00021196369,9.741692e-7,0.00083306705,0.75966156,0.0001836806],"about_ca_topic_score_codex":0.75998974,"about_ca_topic_score_gemma":0.9901062,"teacher_disagreement_score":0.7560758,"about_ca_system_score_codex":0.004125706,"about_ca_system_score_gemma":0.053336393,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W2980954613","doi":"10.1177/1468794119880746","title":"Situating the life story narratives of aging immigrants within a structural context: the intersectional life course perspective as research praxis","year":2019,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Calgary; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Life course approach; Photovoice; Operationalization; Narrative; Perspective (graphical); Context (archaeology); Sociology; Narrative inquiry; Everyday life; Immigration; Praxis; Gender studies; Qualitative research; Intersectionality; Psychology; Social psychology; Social science; Political science; History; Epistemology","score_opus":0.7032767612204109,"score_gpt":0.7400981043034065,"score_spread":0.03682134308299556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980954613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953315,0.0020865158,0.00006907427,0.030896327,0.00026886174,0.0019824007,0.000028492175,0.00003343198,0.011319879],"genre_scores_gemma":[0.99540615,0.000026397658,0.0002446198,0.00016583058,0.00035045034,0.00026273972,0.0000017073322,0.000032675583,0.003509439],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.88846964,0.102667354,0.0005547139,0.00066687923,0.0062180515,0.0014233905],"domain_scores_gemma":[0.9331132,0.057248767,0.00034356842,0.0007677849,0.007857545,0.000669128],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14701056,0.00021805386,0.0004317566,0.00045612853,0.004250666,0.00028906655,0.0015507997,0.00014775908,0.0009401094],"category_scores_gemma":[0.10794235,0.00013588986,0.0001799258,0.002543472,0.011075927,0.0006018871,0.00053325034,0.0035673266,0.00030421113],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002777275,0.00006226753,0.0012781997,0.000030940573,0.00022590389,0.0000027977665,0.72913027,0.000016412607,0.00199057,0.2654329,0.0010971697,0.00045485437],"study_design_scores_gemma":[0.0004215131,0.0006121838,0.0050393613,0.0001391754,0.0000074633294,8.054122e-7,0.9560202,0.00034515647,0.0006092619,0.035456255,0.0011974729,0.00015117893],"about_ca_topic_score_codex":0.028064214,"about_ca_topic_score_gemma":0.009023873,"teacher_disagreement_score":0.22997665,"about_ca_system_score_codex":0.00078625075,"about_ca_system_score_gemma":0.0069512352,"threshold_uncertainty_score":0.9999732},"labels":[],"label_agreement":null},{"id":"W2981580000","doi":"10.1177/1609406919883450","title":"The Utilization and Adaption of Photovoice With Rural Women Aged 85 and Older","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"","keywords":"Photovoice; Photo elicitation; Qualitative research; Photography; Data collection; Participatory action research; Citizen journalism; Population; Sociology; Public relations; Psychology; Gerontology; Gender studies; Medical education; Medicine; Political science; Social science; Computer science; Economic growth; Visual arts; World Wide Web","score_opus":0.8805694216930008,"score_gpt":0.7672534886900246,"score_spread":0.11331593300297615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981580000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.928029,0.00046007728,0.06952798,0.00083951425,0.0002278503,0.00014943963,0.0000034828308,0.0000034814643,0.00075919984],"genre_scores_gemma":[0.94501656,0.00038436285,0.053856395,0.000057484198,0.000073163304,0.000007451375,3.6056787e-7,0.000006854185,0.0005973719],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9891683,0.009398216,0.00035489118,0.000084535975,0.00082597695,0.00016807555],"domain_scores_gemma":[0.9926872,0.0057309805,0.0004625201,0.00005775761,0.00094872987,0.00011277757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026941152,0.00006953685,0.00018076718,0.0001234432,0.00012751807,0.000078025914,0.00021937281,0.000037028072,0.00006356785],"category_scores_gemma":[0.004331728,0.00004442496,0.00003173438,0.00015765254,0.00073377305,0.00038812569,0.00004324468,0.00016973578,8.0348093e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015213398,0.000099390934,0.010494377,0.000030290485,0.00049722224,0.000005203113,0.68508536,0.000015160415,0.037699386,0.06918349,0.00004925458,0.19531952],"study_design_scores_gemma":[0.0029347,0.0013540331,0.15317814,0.00034963025,0.000046189038,0.000023103,0.7467176,0.0006316935,0.013147541,0.060199324,0.02115135,0.00026671635],"about_ca_topic_score_codex":0.00012945561,"about_ca_topic_score_gemma":0.000047466718,"teacher_disagreement_score":0.1950528,"about_ca_system_score_codex":0.00012502226,"about_ca_system_score_gemma":0.00018376777,"threshold_uncertainty_score":0.933732},"labels":[],"label_agreement":null},{"id":"W2987401780","doi":"10.33524/cjar.v20i1.444","title":"Ethical Relationship Building in Action Research: Getting out of Western Norms to Foster Equitable Collaboration","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Reflexivity; Action research; Normative; Action (physics); Sociology; Order (exchange); Work (physics); Pedagogy; Engineering ethics; Political science; Social science; Law; Engineering","score_opus":0.8997524727142782,"score_gpt":0.7308656598147939,"score_spread":0.16888681289948426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987401780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9573144,0.000058329686,0.00025570526,0.037188012,0.0004887223,0.0006308173,0.0000030397882,0.000004235894,0.0040567354],"genre_scores_gemma":[0.99626654,0.000016116193,0.0003779121,0.000100917634,0.00034038848,0.000017312124,4.3752854e-7,0.000015163908,0.0028652188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9835471,0.011821996,0.00054573227,0.0001896081,0.0027506799,0.0011449025],"domain_scores_gemma":[0.99014556,0.0055258023,0.00017428273,0.00027282655,0.0030623428,0.000819209],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10227425,0.00007538194,0.00020823079,0.0018827954,0.0014362199,0.0004072281,0.0006541411,0.00030940954,0.0002381537],"category_scores_gemma":[0.029994573,0.00006282144,0.00005147087,0.0028663792,0.0005757895,0.00074603385,0.00008243949,0.0036005718,0.00013096748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009869497,0.00011203531,0.6304061,0.00019071878,0.00007634559,0.00007133349,0.19057655,0.0032818054,0.09087855,0.051226567,0.010972634,0.021220414],"study_design_scores_gemma":[0.0022181328,0.0025588507,0.3450254,0.0015689457,0.000027204876,0.000021306418,0.265219,0.0013370769,0.029694233,0.040654432,0.311047,0.0006284611],"about_ca_topic_score_codex":0.034382258,"about_ca_topic_score_gemma":0.62880594,"teacher_disagreement_score":0.5944237,"about_ca_system_score_codex":0.0026878843,"about_ca_system_score_gemma":0.008398623,"threshold_uncertainty_score":0.9998638},"labels":[],"label_agreement":null},{"id":"W2987426493","doi":"10.33137/ijidi.v4i1.32841","title":"Narrative, Objects, and the Construction of the Self","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Storytelling; Reminiscence; Narrative; Memoir; Object (grammar); Value (mathematics); Psychology; Medicalization; Identity (music); Psychology of self; Autobiographical memory; Personal identity; Self; Social psychology; Recall; Aesthetics; Cognitive psychology; Computer science; History; Psychiatry","score_opus":0.09090608809013352,"score_gpt":0.4492731367684423,"score_spread":0.3583670486783088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987426493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779556,0.00003747228,0.00025074504,0.011572442,0.0010201236,0.00023617841,0.0000040517707,0.00000687413,0.008916506],"genre_scores_gemma":[0.9986502,0.00019884115,0.00037745436,0.0005683117,0.00008512441,6.6100375e-7,4.4935945e-7,0.0000013541273,0.000117604555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969681,0.00079268793,0.00035461373,0.000038671024,0.0017394348,0.00010647441],"domain_scores_gemma":[0.99732083,0.0007147622,0.0007287942,0.000109212175,0.0010748996,0.0000515004],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0060155317,0.000058364818,0.00012015616,0.0001058614,0.0014523132,0.00008555988,0.0011589945,0.000044734126,0.00021259836],"category_scores_gemma":[0.0014952717,0.000028998813,0.000109166234,0.00019700652,0.00066785,0.0011577792,0.0023580878,0.00025185497,0.000013056176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094809977,0.000052795716,0.030868327,0.000014123637,0.00028105485,0.0000010638324,0.8053083,0.0002644283,0.00041729287,0.15026212,0.0016953197,0.009887119],"study_design_scores_gemma":[0.011963727,0.00036620162,0.12357393,0.000490811,0.00023741901,0.00013333213,0.6139991,0.005622304,0.010033259,0.06353231,0.16959772,0.00044989536],"about_ca_topic_score_codex":0.00042754493,"about_ca_topic_score_gemma":0.00007518503,"teacher_disagreement_score":0.19130915,"about_ca_system_score_codex":0.00020798005,"about_ca_system_score_gemma":0.00034607784,"threshold_uncertainty_score":0.99984765},"labels":[],"label_agreement":null},{"id":"W2988909860","doi":"10.1093/geroni/igz038.656","title":"USING PHOTOVOICE TO EXPLORE THE SALIENCY OF NEIGHBORHOOD LANDMARKS FOR PERSONS LIVING WITH DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Photovoice; Salient; Photo elicitation; Dementia; Psychology; Perspective (graphical); Walkability; Participatory action research; Community design; Applied psychology; Computer science; Artificial intelligence; Sociology; Medicine; Physical activity; Physical medicine and rehabilitation; Knowledge management","score_opus":0.5272492188586934,"score_gpt":0.5823591108981342,"score_spread":0.05510989203944083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988909860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95397705,0.000015421867,0.0412181,0.00040811562,0.000092563205,0.000530155,0.0000014198506,0.00001366312,0.0037435214],"genre_scores_gemma":[0.9923654,8.143124e-7,0.0072716614,0.00017367025,0.000048744278,0.000060310194,6.172753e-7,0.0000088424695,0.000069939],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99877447,0.0002575737,0.00022145433,0.00013999529,0.00032983685,0.00027668686],"domain_scores_gemma":[0.99885994,0.00064647285,0.00010902778,0.00012310635,0.00023394881,0.000027520433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004025496,0.00005474136,0.000096054515,0.00021548446,0.00018537608,0.000045764147,0.0001805122,0.000026667103,0.000060130427],"category_scores_gemma":[0.0014619513,0.000042507734,0.000014201392,0.0017035238,0.00006376356,0.00021348975,0.00004127683,0.00009167697,0.0000022777074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021296262,0.000042601863,0.83136076,0.00004628081,0.000023655051,3.4572216e-7,0.10138831,0.0005515649,0.035617255,0.028410492,0.000054743115,0.0024826622],"study_design_scores_gemma":[0.0024996167,0.00062369904,0.40632224,0.002714044,0.0000959206,0.0000017485274,0.4774787,0.048739985,0.030339388,0.006560873,0.023508132,0.0011156392],"about_ca_topic_score_codex":0.00053993246,"about_ca_topic_score_gemma":0.0002409156,"teacher_disagreement_score":0.42503855,"about_ca_system_score_codex":0.000082937826,"about_ca_system_score_gemma":0.0002197576,"threshold_uncertainty_score":0.17501979},"labels":[],"label_agreement":null},{"id":"W2989585649","doi":"10.18192/rceh.v43i1.4528","title":"Siluetas entintadas, instalación gráfica, life-writing gráfico y geografías corpóreas: Who Is Ana Mendieta?","year":2019,"lang":"es","type":"article","venue":"Revista Canadiense de Estudios Hispánicos","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Biography; Art history","score_opus":0.1386881687445078,"score_gpt":0.45923152070562334,"score_spread":0.32054335196111555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989585649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839363,0.00680985,0.000057414054,0.0019237857,0.0007489227,0.0024929754,0.00039986614,0.00022331145,0.0034075866],"genre_scores_gemma":[0.9903366,0.0043522357,0.00048201258,0.0020316367,0.00079910684,0.00019164993,0.000029537754,0.00020274924,0.0015745024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98429567,0.0048009255,0.0017881681,0.0021242497,0.0026182411,0.0043727653],"domain_scores_gemma":[0.9907008,0.0018716773,0.0009937764,0.0019537657,0.0008051223,0.0036748599],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0106010875,0.0011343946,0.002226495,0.0006862949,0.0016857095,0.0013340893,0.0018586824,0.0006639485,0.0021496904],"category_scores_gemma":[0.0061508715,0.0012580707,0.0008750051,0.0025745959,0.0013371883,0.00077362,0.000722487,0.0015954766,0.0016967034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000287992,0.0005533524,0.29606932,0.0013481821,0.0011257731,0.0007857069,0.011793982,0.000015738131,0.0009525992,0.6565922,0.013528275,0.016946875],"study_design_scores_gemma":[0.0018751951,0.00088850444,0.05683425,0.0016437438,0.00066546723,0.00004594766,0.008554898,0.0016464271,0.00036248792,0.00011842557,0.9254273,0.0019373561],"about_ca_topic_score_codex":0.0069712163,"about_ca_topic_score_gemma":0.005077242,"teacher_disagreement_score":0.91189903,"about_ca_system_score_codex":0.0025958454,"about_ca_system_score_gemma":0.004905324,"threshold_uncertainty_score":0.99970263},"labels":[],"label_agreement":null},{"id":"W2989680885","doi":"10.1080/14635240.2019.1695527","title":"Population-level evaluation of ParticipACTION’s 150 Play List: a mass-reach campaign with mass participatory events","year":2019,"lang":"en","type":"article","venue":"International Journal of Health Promotion and Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Guelph; University of British Columbia; Children's Hospital of Eastern Ontario; University of Victoria; University of Alberta","funders":"Institute of Population and Public Health; Mitacs; Canada Research Chairs","keywords":"Population; Citizen journalism; Mass media; Geography; Demography; Environmental health; Political science; Advertising; Sociology; Medicine; Business","score_opus":0.6519657280086089,"score_gpt":0.6605825105675533,"score_spread":0.008616782558944491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989680885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98845655,0.00019986396,0.0036620428,0.004919412,0.0015715716,0.0005916892,0.0000069900057,0.000009840167,0.0005820253],"genre_scores_gemma":[0.99699324,0.00008171219,0.0021820087,0.00011023494,0.00029063615,0.000045211964,0.00001548619,0.00001112537,0.00027033308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941971,0.002511862,0.0007590968,0.00016754154,0.0020952285,0.0002692203],"domain_scores_gemma":[0.996081,0.0002018529,0.0010505605,0.00011424945,0.002291066,0.00026130266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013465677,0.000100440935,0.00024331524,0.00033371075,0.00017441607,0.000050064005,0.00018829455,0.00007303492,0.00045183426],"category_scores_gemma":[0.001317307,0.00008859313,0.00005241413,0.00022136989,0.00008112524,0.0007026774,0.000011833533,0.00019573377,0.0000108315935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003116933,0.0013766309,0.7999704,0.00012152835,0.00021298607,9.1722706e-7,0.024124656,0.00072806526,0.0023089517,0.007248516,0.00051348144,0.1630822],"study_design_scores_gemma":[0.0018381934,0.000957023,0.9672341,0.00070650404,0.000096186646,0.000014719055,0.009250972,0.0025618654,0.0008425226,0.013654804,0.0026308731,0.00021227266],"about_ca_topic_score_codex":0.0009187705,"about_ca_topic_score_gemma":0.00021271133,"teacher_disagreement_score":0.16726369,"about_ca_system_score_codex":0.00096706173,"about_ca_system_score_gemma":0.0033042384,"threshold_uncertainty_score":0.58615774},"labels":[],"label_agreement":null},{"id":"W2991095893","doi":"10.15209/jpp.1175","title":"Being-in-the-Breathable: An Annotated Walk","year":2019,"lang":"en","type":"article","venue":"Journal of Public Pedagogies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NSCAD University","funders":"","keywords":"Embodied cognition; Visual arts; Event (particle physics); Happening; Architecture; Atmosphere (unit); History of art; Art; Aesthetics; Sociology; Art history; Computer science; Performance art; Geography","score_opus":0.6715952325309603,"score_gpt":0.64600532285115,"score_spread":0.02558990967981034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991095893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95716995,0.00017644715,0.00014650653,0.005936213,0.00033842138,0.00015552159,0.0000014800155,0.000023334596,0.0360521],"genre_scores_gemma":[0.9971304,0.000105683146,0.00062245387,0.00019979844,0.00029863307,0.0000044041485,5.954213e-7,0.000009374583,0.001628647],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939644,0.0035069077,0.000429163,0.00013590901,0.0013344504,0.0006292177],"domain_scores_gemma":[0.9977714,0.0009778864,0.00024437034,0.0002566464,0.0004922242,0.00025748933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020216977,0.000100280406,0.00025977838,0.00035196543,0.00021311519,0.00043989668,0.001110782,0.000089876165,0.00049701554],"category_scores_gemma":[0.005785601,0.000068996625,0.0000938432,0.0008100956,0.00027169005,0.0018258992,0.00005589886,0.000473102,0.000049647722],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018413305,0.0011873546,0.48327014,0.00006190696,0.00014380678,0.0004779317,0.24922566,0.0001117143,0.009041002,0.14935984,0.008838372,0.09809814],"study_design_scores_gemma":[0.0013218076,0.0011836488,0.22796023,0.00007807879,0.000027715558,0.000057363184,0.1533023,0.0002500855,0.00045785846,0.021723712,0.59327346,0.00036376432],"about_ca_topic_score_codex":0.00029851237,"about_ca_topic_score_gemma":0.00053300767,"teacher_disagreement_score":0.58443505,"about_ca_system_score_codex":0.00016659827,"about_ca_system_score_gemma":0.0012284789,"threshold_uncertainty_score":0.70068413},"labels":[],"label_agreement":null},{"id":"W2991409536","doi":"","title":"Longitudinal Tracking and Changes Over Time of Song-writing Workshops with Young People and Adults who are Experiencing Different Degrees of Social Exclusion","year":2019,"lang":"en","type":"dissertation","venue":"DMU Open Research Archive (De Montfort University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; De Montfort University; Arts Council England; Egg Farmers of Canada; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Tracking (education); Social exclusion; Longitudinal study; Psychology; Sociology; Developmental psychology; Political science; Pedagogy; Medicine","score_opus":0.24852825418513302,"score_gpt":0.4967333654336737,"score_spread":0.24820511124854067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991409536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98606956,0.00013617308,0.000111719695,0.000042998385,0.00002425303,0.001229423,0.00006694393,0.0000127377525,0.012306214],"genre_scores_gemma":[0.99441516,0.00051147706,0.0004392288,0.0000013629369,0.000057633908,0.000015613585,0.000053018997,0.000032077016,0.0044743964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951472,0.001658613,0.00023662634,0.0006270923,0.0014066717,0.00092376943],"domain_scores_gemma":[0.9973892,0.001165511,0.00035393593,0.00021545467,0.0005234863,0.00035243842],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029705146,0.00024488612,0.0007347001,0.0008176041,0.0013200385,0.00020829191,0.000845768,0.00020954447,0.000085958185],"category_scores_gemma":[0.0007113964,0.00023941342,0.00007265718,0.0007157492,0.00078187214,0.0005479253,0.0008900946,0.000714785,7.366999e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063002147,0.00023692695,0.5087353,0.0012016962,0.00022948552,0.00012855574,0.45843396,0.000009979153,0.006353938,0.0049391896,0.00009182958,0.013338939],"study_design_scores_gemma":[0.00081245165,0.0004023418,0.7452458,0.0018728902,0.000039926617,8.6679796e-7,0.24953006,0.0011553759,0.0005356193,0.00006343016,0.00009782118,0.00024338414],"about_ca_topic_score_codex":0.012702721,"about_ca_topic_score_gemma":0.175897,"teacher_disagreement_score":0.23651055,"about_ca_system_score_codex":0.000301745,"about_ca_system_score_gemma":0.0006815718,"threshold_uncertainty_score":0.9999801},"labels":[],"label_agreement":null},{"id":"W2991625608","doi":"10.1177/2059799119890795","title":"A participatory filmmaking process with children with disabilities in rural India: Working towards inclusive research","year":2019,"lang":"en","type":"article","venue":"Methodological Innovations","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Filmmaking; Participatory action research; Citizen journalism; Action research; Context (archaeology); Negotiation; Inclusion (mineral); Sociology; Action (physics); Process (computing); Public relations; Political science; Pedagogy; Social science; Geography; Computer science; Visual arts; Law","score_opus":0.8646810309697871,"score_gpt":0.6954509251280949,"score_spread":0.16923010584169218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991625608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97887605,0.000041212064,0.0024593691,0.0014611024,0.000056887846,0.0013570999,0.0000053774365,0.00011001115,0.015632898],"genre_scores_gemma":[0.97573847,0.000006048752,0.022841848,0.00016921175,0.00013640153,0.0007153521,0.000007129189,0.00002317313,0.00036238655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98593736,0.010163166,0.00046229034,0.00053129194,0.001609538,0.0012963868],"domain_scores_gemma":[0.9923638,0.006162206,0.00013810027,0.00037118956,0.00076413737,0.00020057184],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029151367,0.00020209984,0.00045637702,0.00052519253,0.00086009124,0.00017792976,0.0006232385,0.0002280131,0.00048573923],"category_scores_gemma":[0.020504232,0.00014074262,0.000037825004,0.005968281,0.002157488,0.00043540867,0.00026867355,0.0012938386,0.000038475748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017611275,0.00023241168,0.87778175,0.000018631294,0.000038185346,0.0000075936277,0.026971461,0.00016505951,0.00022478685,0.087624565,0.000019050973,0.0067404006],"study_design_scores_gemma":[0.00096741767,0.0009906349,0.8559463,0.00030968752,0.000016786213,0.0000045036427,0.107692994,0.00016385275,0.00087950856,0.03124895,0.0012732281,0.0005061518],"about_ca_topic_score_codex":0.0008206356,"about_ca_topic_score_gemma":0.0011689794,"teacher_disagreement_score":0.080721535,"about_ca_system_score_codex":0.00046606615,"about_ca_system_score_gemma":0.0012298771,"threshold_uncertainty_score":0.999693},"labels":[],"label_agreement":null},{"id":"W2992224963","doi":"10.16997/jdd.298","title":"Me on the Map: A Case Study of Interactive Theatre and Public Participation","year":2018,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deliberation; Citizen journalism; Foundation (evidence); Happiness; Commission; Participatory design; Public participation; Public relations; Sociology; Political science; Psychology; Engineering; Social psychology; Law; Operations management","score_opus":0.4708899559229693,"score_gpt":0.6081509576689814,"score_spread":0.13726100174601213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992224963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99213666,0.000036403293,0.0004751555,0.0047756317,0.00016389813,0.00035210053,0.0000019074896,0.0000052643527,0.0020529865],"genre_scores_gemma":[0.99910426,0.000011022049,0.00032152084,0.00016542166,0.0002956588,0.000011780642,6.065892e-8,0.0000080050495,0.00008226775],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9939214,0.0045399144,0.0004621643,0.00012642611,0.0006848173,0.00026526238],"domain_scores_gemma":[0.9950338,0.0028267177,0.0004906781,0.00014502331,0.0012875749,0.00021622026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004840676,0.000099707955,0.00023881227,0.00015926654,0.0007018206,0.00012685417,0.00020341855,0.000041648716,0.00016786183],"category_scores_gemma":[0.0044056326,0.000060034847,0.000057632886,0.00034333716,0.00056958344,0.00066435506,0.00006154013,0.0003355506,0.000008681155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011329259,0.0039198725,0.054064784,0.000014577647,0.0008411948,0.0011431052,0.8390995,0.000013862483,0.0033838248,0.012146921,0.0034405694,0.08079886],"study_design_scores_gemma":[0.0028880767,0.014335475,0.024785683,0.00017804421,0.000240406,0.00027308788,0.9186767,0.0018244993,0.008571075,0.023509929,0.004354045,0.0003630293],"about_ca_topic_score_codex":0.00028774678,"about_ca_topic_score_gemma":0.0013187313,"teacher_disagreement_score":0.08043583,"about_ca_system_score_codex":0.00009987016,"about_ca_system_score_gemma":0.00028376185,"threshold_uncertainty_score":0.53979075},"labels":[],"label_agreement":null},{"id":"W2996877658","doi":"","title":"Photonovels Through Critical Pedagogy","year":2009,"lang":"en","type":"book","venue":"VDM Verlag Dr. Müller eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Ethnography; Citizen journalism; Immigration; Pedagogy; Fluency; Literacy; Population; Sociology; Gender studies; Public relations; Psychology; Political science; Anthropology; Mathematics education","score_opus":0.5979184471330073,"score_gpt":0.6504492559663931,"score_spread":0.05253080883338579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996877658","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018539374,0.0006374812,0.00065232365,0.00094869436,0.0009184991,0.00093820563,0.0000329214,0.00035040668,0.99533606],"genre_scores_gemma":[0.0015742138,0.0001036562,0.0022432778,0.0017988171,0.0023454619,0.0000800929,0.000012192958,0.00012733387,0.99171495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99187726,0.0019191063,0.0007720877,0.0010946268,0.0023887192,0.0019482074],"domain_scores_gemma":[0.9949853,0.002473853,0.00020897777,0.0009640468,0.0005042587,0.00086359575],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036046638,0.0006390821,0.0010269351,0.00025920244,0.0010677733,0.00032978045,0.0013539544,0.0013650886,0.0028192939],"category_scores_gemma":[0.0034791746,0.000671417,0.0004908408,0.00012693473,0.0026754523,0.00026259766,0.00028598533,0.0016751467,0.0014382335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012889614,0.00016837084,0.00001378592,0.00012714237,0.00015575906,0.0003543385,0.019715883,8.43593e-7,0.00057521986,0.7177788,0.24236985,0.01861112],"study_design_scores_gemma":[0.00031048022,0.0002022484,0.000030740182,0.00016488027,0.00008303572,0.0000027988713,0.0004240746,0.0000073093797,0.00070701377,0.12701906,0.87041146,0.0006368727],"about_ca_topic_score_codex":0.0004435795,"about_ca_topic_score_gemma":0.00048762842,"teacher_disagreement_score":0.6280416,"about_ca_system_score_codex":0.0010845441,"about_ca_system_score_gemma":0.0075705815,"threshold_uncertainty_score":0.99993134},"labels":[],"label_agreement":null},{"id":"W2997955316","doi":"10.1177/1609406919896140","title":"Nanâtawihowin Âcimowina Kika-Môsahkinikêhk Papiskîci-Itascikêwin Astâcikowina [Medicine/Healing Stories Picked, Sorted, Stored]: Adapting the Collective Consensual Data Analytic Procedure (CCDAP) as an Indigenous Research Method","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; First Nations University of Canada","funders":"","keywords":"Indigenous; Thematic analysis; Focus group; Reciprocity (cultural anthropology); Qualitative research; Qualitative property; Process (computing); Public relations; Sociology; Psychology; Computer science; Political science; Social science","score_opus":0.9454582104351997,"score_gpt":0.8165236824889538,"score_spread":0.12893452794624594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997955316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6941038,0.003450923,0.25674176,0.017309144,0.006488325,0.0032770743,0.00024159574,0.00013685558,0.018250562],"genre_scores_gemma":[0.6132999,0.00020361878,0.37763193,0.0007948763,0.003305287,0.000074576325,0.00003691745,0.00012463948,0.004528267],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8791843,0.1095471,0.0019892566,0.0010473189,0.006803004,0.0014290046],"domain_scores_gemma":[0.9268222,0.05990955,0.0017732336,0.0010957229,0.009507729,0.0008916084],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2461389,0.00045946278,0.0011409655,0.0014199635,0.0016449859,0.0005058891,0.0048640026,0.00031654898,0.0005611334],"category_scores_gemma":[0.12862255,0.0003409761,0.0002718525,0.0023958804,0.002892389,0.0018650623,0.0007717171,0.0027156025,0.000048167454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017193633,0.00041799305,0.0020136188,0.00005480988,0.0016298569,0.00018820912,0.9038834,0.00020893748,0.005680486,0.040348873,0.0014905079,0.042363964],"study_design_scores_gemma":[0.002099697,0.0024913165,0.0020839511,0.0005169187,0.00018499275,0.00012860332,0.87318707,0.0028662127,0.0013799384,0.07730402,0.03721904,0.00053826347],"about_ca_topic_score_codex":0.008483597,"about_ca_topic_score_gemma":0.0014968665,"teacher_disagreement_score":0.120890155,"about_ca_system_score_codex":0.002272052,"about_ca_system_score_gemma":0.009134396,"threshold_uncertainty_score":0.9999042},"labels":[],"label_agreement":null},{"id":"W2998767472","doi":"10.1080/14680777.2019.1707256","title":"Re/turning the gaze: unsettling settler logics through multimedia storytelling","year":2020,"lang":"en","type":"article","venue":"Feminist Media Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Gaze; Colonialism; Storytelling; Sociology; Narrative; Indigenous; Racism; Citizen journalism; Aesthetics; Power (physics); Postcolonialism (international relations); Gender studies; Media studies; Psychology; Art; Political science; Literature; Psychoanalysis; Law","score_opus":0.751292880759684,"score_gpt":0.6134683573486007,"score_spread":0.1378245234110833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998767472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41900092,0.093244776,0.011125116,0.3208665,0.015013253,0.0045293155,0.00021675508,0.0026252668,0.1333781],"genre_scores_gemma":[0.9789744,0.0029178527,0.009810289,0.0043333615,0.0033006656,0.00012728035,0.000005072851,0.00004478436,0.0004862862],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99544144,0.0016187049,0.00040571525,0.00045259227,0.0012150516,0.00086650864],"domain_scores_gemma":[0.9889422,0.010037061,0.00017962731,0.00026162402,0.00024621063,0.00033330065],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0045017665,0.00023508587,0.00043357932,0.00003316882,0.0018635088,0.00011193644,0.0005975541,0.00012523541,0.00014957714],"category_scores_gemma":[0.044197354,0.0001669042,0.00012214803,0.00064998126,0.0020707685,0.0001830122,0.00029281652,0.00068687554,0.0002243459],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048714242,0.0000359083,0.004402092,0.000057537687,0.00017810082,0.000055166947,0.95536774,0.00010181288,0.00034731225,0.0023296766,0.032022145,0.0050538173],"study_design_scores_gemma":[0.00034715995,0.00009920534,0.0006763066,0.00010502583,0.00008337777,5.357285e-7,0.5088305,0.0010465038,0.0011692473,0.0018392184,0.4854276,0.00037535044],"about_ca_topic_score_codex":0.00006667282,"about_ca_topic_score_gemma":0.0002238123,"teacher_disagreement_score":0.5599735,"about_ca_system_score_codex":0.00016026058,"about_ca_system_score_gemma":0.00028782155,"threshold_uncertainty_score":0.9994359},"labels":[],"label_agreement":null},{"id":"W2998819116","doi":"10.1016/j.healthplace.2019.102268","title":"“Just because they aren't human doesn't mean they aren't alive”: The methodological potential of photovoice to examine human-nature relations as a source of resilience and health among urban Indigenous youth","year":2020,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; University of Saskatchewan","keywords":"Photovoice; Indigenous; Sociology; Psychological resilience; Participatory action research; Citizen journalism; Narrative; Community-based participatory research; Social psychology; Psychology; Public relations; Political science; Ecology; Anthropology; Economic growth; Law","score_opus":0.5633368063798745,"score_gpt":0.5946943016613873,"score_spread":0.03135749528151277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998819116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869472,0.00088516297,0.0011643938,0.008136234,0.00007791803,0.001956633,0.00007789857,0.00009298329,0.0006616191],"genre_scores_gemma":[0.9943528,0.00014854343,0.0021679658,0.0025834546,0.00019967914,0.00005338999,0.0000147045,0.000030290183,0.0004491714],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9855471,0.01032677,0.00095737266,0.0007061997,0.0013707846,0.0010917725],"domain_scores_gemma":[0.9950762,0.0020867824,0.000796878,0.0005353128,0.00026531727,0.001239503],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016616784,0.0002739345,0.0007697963,0.00016507499,0.0022279895,0.00007208668,0.00086609635,0.0002950857,0.00009097699],"category_scores_gemma":[0.005262243,0.00020546006,0.000112848276,0.0007438414,0.00092795026,0.00018607912,0.0003240002,0.0012085683,0.000008572066],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027241,0.0002802377,0.043330397,0.0002725965,0.000068612484,0.000011237168,0.94405293,0.0005688686,0.0031677913,0.005946405,0.0011399683,0.00088852603],"study_design_scores_gemma":[0.0018316461,0.0061430503,0.6570831,0.0006211712,0.0001451717,0.000007471043,0.32443774,0.00033315227,0.0017649488,0.0027311402,0.004035123,0.00086633494],"about_ca_topic_score_codex":0.07382042,"about_ca_topic_score_gemma":0.04480891,"teacher_disagreement_score":0.6196152,"about_ca_system_score_codex":0.00031583564,"about_ca_system_score_gemma":0.0014028475,"threshold_uncertainty_score":0.999071},"labels":[],"label_agreement":null},{"id":"W2999164234","doi":"10.1016/j.healthplace.2019.102247","title":"Journeying together: A visual exploration of “engagement” as a journey in HIV programming and service delivery","year":2020,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University of Windsor; AIDS Committee of Toronto; Casey House; York University; Regent Park Community Health Centre; Concordia University; McMaster University","funders":"York University; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Service delivery framework; Human immunodeficiency virus (HIV); Service (business); Computer science; Human–computer interaction; Medicine; Business; Virology; Marketing","score_opus":0.6797415579763922,"score_gpt":0.6278297873754691,"score_spread":0.05191177060092311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999164234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95509595,0.0007071893,0.0019256218,0.040644716,0.000047595757,0.0007553761,0.0000018991122,0.000051444917,0.0007701825],"genre_scores_gemma":[0.9897198,0.00058452145,0.006458118,0.003005023,0.00011556231,0.000052266736,0.0000017156941,0.000014416925,0.000048580358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952108,0.0031204296,0.00037590688,0.0002233841,0.0005602827,0.0005091927],"domain_scores_gemma":[0.99857825,0.0005310819,0.00018176962,0.00006759344,0.00012600818,0.0005152765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00744651,0.00008851515,0.00022491426,0.00009498889,0.00037143016,0.0000723946,0.00014171546,0.00006038677,0.000056539924],"category_scores_gemma":[0.0019057904,0.000093741255,0.000022065204,0.00072374096,0.000083028885,0.00059193745,0.00008360214,0.00034322467,0.000020399379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005592505,0.00029039884,0.028063802,0.0009672947,0.000037679252,0.000038462284,0.8450336,0.00025018342,0.0020284324,0.00604302,0.0009463534,0.11574156],"study_design_scores_gemma":[0.0043976465,0.0024122745,0.005498866,0.0013128049,0.000040450443,0.0000050456624,0.63239723,0.03713516,0.0016422295,0.001785071,0.31254742,0.00082583574],"about_ca_topic_score_codex":0.003042621,"about_ca_topic_score_gemma":0.0028105546,"teacher_disagreement_score":0.31160104,"about_ca_system_score_codex":0.0001755276,"about_ca_system_score_gemma":0.0010772919,"threshold_uncertainty_score":0.45995533},"labels":[],"label_agreement":null},{"id":"W2999891848","doi":"10.7577/rerm.3674","title":"Becoming Method(ologist): A feminist posthuman autoethnography of the becoming of a posthuman methodology","year":2019,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Posthuman; Autoethnography; Posthumanism; Sociology; Aesthetics; Neoliberalism (international relations); Assemblage (archaeology); Epistemology; Art; Gender studies; Social science; Philosophy; History","score_opus":0.900251342431319,"score_gpt":0.7127425254846936,"score_spread":0.18750881694662536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999891848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9556352,0.0013917817,0.005926813,0.0074712327,0.0018973502,0.0018487509,0.000046046738,0.000049546776,0.025733305],"genre_scores_gemma":[0.550067,0.0001153042,0.44493616,0.00032459703,0.00037377284,0.00022942269,0.000008120853,0.00006317431,0.0038824666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8879627,0.10607881,0.0013923275,0.000950924,0.0019377365,0.0016774877],"domain_scores_gemma":[0.8678966,0.1282919,0.00082295306,0.0011473765,0.0014591919,0.00038197264],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12161128,0.00031086057,0.0011989453,0.0012069175,0.0011082428,0.000057395246,0.0025772387,0.0005465401,0.0038643735],"category_scores_gemma":[0.1067232,0.00026432736,0.00055724446,0.0025501938,0.0066825305,0.00024310006,0.0007786239,0.0015568639,0.00006321627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022079721,0.00038333892,0.058220536,0.00022087836,0.00025657937,0.0000012152292,0.12921238,0.000038032933,0.1068118,0.6858692,0.0009959601,0.017769247],"study_design_scores_gemma":[0.0021920707,0.0015004985,0.12595801,0.00077174045,0.00017423785,0.00005130757,0.29879707,0.0004633846,0.098701864,0.38370627,0.086477585,0.0012059538],"about_ca_topic_score_codex":0.008243806,"about_ca_topic_score_gemma":0.0017933138,"teacher_disagreement_score":0.43900934,"about_ca_system_score_codex":0.0005024533,"about_ca_system_score_gemma":0.0040501407,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W3000301071","doi":"10.1016/j.jneb.2019.11.009","title":"Cultural Connectedness as Obesity Prevention: Indigenous Youth Perspectives on Feast for the Future","year":2020,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"W.K. Kellogg Foundation; Christensen Fund","keywords":"Social connectedness; Indigenous; Obesity; Sociology; Gerontology; Psychology; Medicine; Social psychology; Endocrinology; Biology","score_opus":0.3735296487465363,"score_gpt":0.586333832365247,"score_spread":0.21280418361871073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000301071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862447,0.001405408,0.00017209096,0.010870002,0.00059737056,0.00061585923,0.000010887761,0.000009069697,0.000074660864],"genre_scores_gemma":[0.9953407,0.00075548136,0.0008015086,0.0002431498,0.0025787328,0.00009551282,0.0000031650466,0.000004670096,0.00017704695],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998921,0.0003774504,0.00016641787,0.00009286994,0.0003160502,0.00012626058],"domain_scores_gemma":[0.99878186,0.00014207595,0.00017041029,0.00004363449,0.00065367046,0.00020834671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073134335,0.000058901307,0.00010511471,0.000045872246,0.0005768939,0.00012214275,0.00013057326,0.000054808082,0.00008992288],"category_scores_gemma":[0.00048789382,0.00004100343,0.00008639405,0.00017900884,0.00013053772,0.0002516014,0.000007438081,0.00017579297,0.0000036510396],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056137907,0.026215568,0.01125068,0.000117130585,0.00007770041,0.000005588908,0.8520887,0.0000012568757,0.001737185,0.014357305,0.007389803,0.086197704],"study_design_scores_gemma":[0.0006458846,0.0009194368,0.04540907,0.000054705648,0.00014231635,0.000009222512,0.921233,0.0000016355921,0.00031420405,0.00044754945,0.030742127,0.00008083271],"about_ca_topic_score_codex":0.000017185526,"about_ca_topic_score_gemma":0.000023261782,"teacher_disagreement_score":0.08611687,"about_ca_system_score_codex":0.00010683875,"about_ca_system_score_gemma":0.00052147626,"threshold_uncertainty_score":0.443706},"labels":[],"label_agreement":null},{"id":"W3001145175","doi":"10.11575/prism/37496","title":"Through Our Eyes: A Focused Visual Ethnography Exploring the Lives of Adolescents Living on a Canadian Military Base as They Experience Reintegration in the Context of Post-Afghanistan Deployment","year":2020,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Software deployment; Context (archaeology); Military Base; Psychology; Sociology; Gender studies; Political science; Geography; Engineering; Anthropology; Archaeology; Public administration","score_opus":0.20462557792952116,"score_gpt":0.44197336422228717,"score_spread":0.237347786292766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001145175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946475,0.00022091286,0.00047366493,0.00048577457,0.0001320811,0.0008499504,0.000004251654,0.000014724921,0.0031711117],"genre_scores_gemma":[0.9987176,0.00031717133,0.0006845277,0.00012247943,0.00001307327,0.000012243689,0.000014301557,0.000014109924,0.000104460756],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958293,0.002168976,0.00028143,0.0003183208,0.0010374108,0.000364603],"domain_scores_gemma":[0.99856395,0.0005113194,0.00026539527,0.00025723074,0.00024192703,0.00016016385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015388816,0.0001849682,0.00035490218,0.00030274468,0.00046876233,0.000015964119,0.0009158322,0.0001379534,0.00002451374],"category_scores_gemma":[0.0015109477,0.00015972648,0.00021936338,0.00053360284,0.00030275274,0.0003450862,0.000050495484,0.0004980153,0.0000037300122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004494225,0.00017398474,0.002364952,0.00013260737,0.000049221093,0.000031300697,0.97585535,4.879339e-7,0.0016673718,0.0015254276,0.000032586056,0.017717304],"study_design_scores_gemma":[0.00029122358,0.0005490637,0.03850122,0.001299397,0.00005949979,1.0916264e-7,0.95560503,0.000546893,0.0022947497,0.00020931836,0.00044786604,0.00019563375],"about_ca_topic_score_codex":0.61858517,"about_ca_topic_score_gemma":0.55169237,"teacher_disagreement_score":0.06689279,"about_ca_system_score_codex":0.0002172924,"about_ca_system_score_gemma":0.0010368027,"threshold_uncertainty_score":0.6513457},"labels":[],"label_agreement":null},{"id":"W3001348227","doi":"10.3917/jibes.304.0069","title":"Chapitre 3. Horizontal Exchange, Relations, and Resistance in Bioart and Practice-based Research","year":2020,"lang":"fr","type":"article","venue":"Journal international de bioéthique et d'éthique des sciences","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Resistance (ecology); Psychology; Biology","score_opus":0.7444509174364656,"score_gpt":0.6411944638547753,"score_spread":0.10325645358169033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001348227","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35081255,0.03057439,0.0030738616,0.5542581,0.00084751006,0.00044958596,0.000042979536,0.00003541117,0.059905596],"genre_scores_gemma":[0.87915754,0.020354524,0.088223085,0.007174372,0.0012056683,0.00005120134,0.0000026172056,0.000029734845,0.0038012739],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98434174,0.011636016,0.00060018804,0.0006209986,0.0018680076,0.0009330261],"domain_scores_gemma":[0.9904303,0.0071514416,0.00031761554,0.000105869825,0.0010942428,0.00090054073],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.048705954,0.00022349005,0.0002741964,0.0005820665,0.0015370252,0.001282571,0.00076463533,0.00037502786,0.00040318066],"category_scores_gemma":[0.045330327,0.00022240866,0.00007508054,0.0017175139,0.0094257295,0.0026332985,0.00026238212,0.0022564416,0.000029479996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064378063,0.00035957832,0.038445104,0.00015626765,0.000065908825,0.0006926039,0.082756355,0.00007023141,0.0033622822,0.8582684,0.008258779,0.0069207004],"study_design_scores_gemma":[0.0016483486,0.0019393886,0.037821062,0.0021240222,0.00004038282,0.00033910674,0.04625003,0.013210338,0.0009800033,0.26274967,0.63206404,0.00083358824],"about_ca_topic_score_codex":0.0016211946,"about_ca_topic_score_gemma":0.006510298,"teacher_disagreement_score":0.6238053,"about_ca_system_score_codex":0.0010944031,"about_ca_system_score_gemma":0.0027117257,"threshold_uncertainty_score":0.99976283},"labels":[],"label_agreement":null},{"id":"W3003306052","doi":"","title":"Outside the Frame of Violence: Unsettling Visual Projects in and after War in Northern Uganda","year":2019,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Frame (networking); Displacement (psychology); Work (physics); Structural violence; Sociology; Political science; Psychology; Engineering; Law; Psychoanalysis","score_opus":0.1672418351542149,"score_gpt":0.5363057329038498,"score_spread":0.3690638977496349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003306052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975016,0.00088917563,0.000024092851,0.00017563933,0.00017681216,0.0007443411,0.0000045115303,0.000028203314,0.00045562617],"genre_scores_gemma":[0.9992081,0.00031562787,0.00014781894,0.0001279838,0.00006556582,0.00010121864,9.039786e-7,0.000017845541,0.000014938076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961937,0.0015766394,0.0004004083,0.0003684988,0.00078402954,0.00067670026],"domain_scores_gemma":[0.9984506,0.0009933399,0.000108471286,0.00019854085,0.0001073459,0.000141743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005274464,0.00016320865,0.00031631786,0.0005541724,0.00011672832,0.00004324408,0.0002987967,0.00019271155,0.00003858902],"category_scores_gemma":[0.000829003,0.00012563658,0.00009627067,0.0019700371,0.0009066852,0.00024545618,0.0001250401,0.00054256036,0.000017460217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013413886,0.00015214048,0.9462172,0.000048347472,0.000012384355,0.000007781158,0.04273346,0.000012367672,0.001422778,0.00010826559,0.0000030850995,0.009148084],"study_design_scores_gemma":[0.0008695788,0.00043901196,0.95135325,0.0006411056,0.000010009396,3.510317e-7,0.040600907,0.0010285223,0.0019299239,0.0019855385,0.0008126427,0.00032915905],"about_ca_topic_score_codex":0.0043197474,"about_ca_topic_score_gemma":0.02444044,"teacher_disagreement_score":0.020120693,"about_ca_system_score_codex":0.00005149944,"about_ca_system_score_gemma":0.00027399487,"threshold_uncertainty_score":0.993361},"labels":[],"label_agreement":null},{"id":"W3004349371","doi":"10.33524/cjar.v20i2.405","title":"Projects with People, Participant-Coercion and the Autoethnographical Invite.","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Insider; Autoethnography; Participant observation; Sociology; Identity (music); Empathy; Context (archaeology); Employability; Public relations; Social psychology; Psychology; Pedagogy; Political science; Gender studies; Social science; Aesthetics; Law","score_opus":0.8094211223777351,"score_gpt":0.6516471312129866,"score_spread":0.15777399116474855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004349371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9571733,0.00025378724,0.000027360926,0.03826233,0.00015071618,0.00056573056,9.64116e-7,0.000005075679,0.0035607598],"genre_scores_gemma":[0.9987115,0.00013003385,0.00007035682,0.000144075,0.00018508921,0.000020246194,1.0940381e-7,0.000009608978,0.0007289364],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9908026,0.0066345036,0.00022010371,0.00012186127,0.0014611157,0.0007598586],"domain_scores_gemma":[0.9956993,0.0024211733,0.000108438006,0.00022274425,0.0007661686,0.0007822173],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.034359112,0.00007065463,0.00018494177,0.0004241107,0.0018490793,0.00039051363,0.00049678155,0.000083543055,0.00022878886],"category_scores_gemma":[0.003921709,0.000034891105,0.0000531765,0.0013132155,0.0029474031,0.00030195568,0.00003095636,0.0012966833,0.000029515053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035888553,0.00011364461,0.34165856,0.000107623135,0.00046810214,0.00013444445,0.40829146,0.00021219098,0.0015508408,0.2008164,0.01123238,0.031825505],"study_design_scores_gemma":[0.005943626,0.0023369906,0.41657376,0.0003811109,0.00015801331,0.00019470535,0.24282613,0.0024565272,0.001143724,0.021861134,0.30561736,0.0005069064],"about_ca_topic_score_codex":0.10718856,"about_ca_topic_score_gemma":0.64403147,"teacher_disagreement_score":0.5368429,"about_ca_system_score_codex":0.00023429282,"about_ca_system_score_gemma":0.005001969,"threshold_uncertainty_score":0.999766},"labels":[],"label_agreement":null},{"id":"W3004586404","doi":"10.1007/978-3-030-28707-8_3","title":"Letting Children Know We Are Listening to Them: Attending to Children’s Everyday Ways of Knowing, Being, Doing, and Relating as Key in the Relational Ethical Responsibilities of Coming Alongside Young Child Co-Researchers in Narrative Inquiry","year":2020,"lang":"en","type":"book-chapter","venue":"Landscapes: the arts, aesthetics, and education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Active listening; Interim; Narrative; Girl; Psychology; Gender studies; Sociology; Pedagogy; Media studies; Developmental psychology; Political science; Art; Literature; Psychotherapist; Law","score_opus":0.2670704018505548,"score_gpt":0.4741829540835782,"score_spread":0.20711255223302338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004586404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.914748,0.0009857571,0.00005877932,0.04891713,0.00012947206,0.0013130854,0.000011365237,0.000022364966,0.03381404],"genre_scores_gemma":[0.9951016,0.0002941942,0.0012534217,0.0013409724,0.00042250333,0.00005831882,0.000021640142,0.0000428359,0.0014645683],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956816,0.0016576924,0.0007107055,0.0005206102,0.0009588472,0.00047057206],"domain_scores_gemma":[0.99633986,0.0025695302,0.0003967872,0.00030660676,0.00019111086,0.00019613044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009291091,0.00026545455,0.00047043755,0.00037460803,0.0007845436,0.00012502157,0.0004262838,0.00036151483,0.000029485112],"category_scores_gemma":[0.0060422267,0.0002095116,0.000088226174,0.00024694196,0.0008013029,0.00018216093,0.00018967823,0.0017418603,0.000006048887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010248387,0.00003370206,0.09092569,0.000050666793,0.00003474818,0.0000031118486,0.8264924,0.00006892604,0.000021068605,0.0780226,0.0006971444,0.0035474543],"study_design_scores_gemma":[0.0011922526,0.00074167515,0.2017716,0.011175003,0.0001606165,0.00012601755,0.69135624,0.0003436809,0.00020263424,0.05927312,0.03234582,0.0013113183],"about_ca_topic_score_codex":0.001425674,"about_ca_topic_score_gemma":0.0019109506,"teacher_disagreement_score":0.13513614,"about_ca_system_score_codex":0.00018244877,"about_ca_system_score_gemma":0.0005419374,"threshold_uncertainty_score":0.85436356},"labels":[],"label_agreement":null},{"id":"W3006974313","doi":"10.1177/1609406920907254","title":"Capturing Lived Experience: Methodological Considerations for Interpretive Phenomenological Inquiry","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":437,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Centres Intégré Universitaires de Santé et de Services Sociaux; McGill University","funders":"","keywords":"Phenomenology (philosophy); Epistemology; Lived experience; Interpretative phenomenological analysis; Philosophical methodology; Phenomenological method; Sociology; Coherence (philosophical gambling strategy); Qualitative research; Hermeneutics; Psychology; Social science; Philosophy; Psychotherapist","score_opus":0.9897464773392699,"score_gpt":0.8314537269927502,"score_spread":0.15829275034651968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006974313","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07950454,0.0002425122,0.89895785,0.01789326,0.0012192344,0.00030589558,0.000018111576,0.00003235741,0.0018262374],"genre_scores_gemma":[0.44995627,0.00003248095,0.5478341,0.0012942468,0.00080007483,0.000043066586,5.89895e-7,0.00000858313,0.00003057903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.966285,0.031112231,0.0009598626,0.0002953957,0.00096466695,0.00038282678],"domain_scores_gemma":[0.9469663,0.049374253,0.000694428,0.000088643224,0.0023864356,0.000489959],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.032301173,0.00016567072,0.00052564696,0.00018784658,0.00027937134,0.00016517109,0.00072003255,0.00013827326,0.0007979873],"category_scores_gemma":[0.24767138,0.00013606166,0.00030874886,0.0002175931,0.0013822368,0.00048367586,0.00015865987,0.0004988121,0.000007665672],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053948467,0.000087582084,0.00004998733,0.0000060650837,0.00025739017,0.000033417768,0.8669659,0.00004547435,0.011167199,0.11066102,0.0003870342,0.009799435],"study_design_scores_gemma":[0.0008666771,0.0008887345,0.00024124431,0.00006703378,0.000043799802,0.00001121218,0.7268393,0.00048375528,0.010470664,0.22874027,0.031078335,0.0002689425],"about_ca_topic_score_codex":0.000030676776,"about_ca_topic_score_gemma":0.0000043403006,"teacher_disagreement_score":0.37045172,"about_ca_system_score_codex":0.00033477176,"about_ca_system_score_gemma":0.00051130704,"threshold_uncertainty_score":0.9964496},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","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":"high"}],"label_agreement":"split"},{"id":"W3008923843","doi":"10.1177/2333393619900893","title":"Hunting to Feel Human, the Process of Women’s Help-Seeking for Suicidality After Intimate Partner Violence: A Feminist Grounded Theory and Photovoice Study","year":2020,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Photovoice; Grounded theory; Feeling; Psychology; Domestic violence; Health care; Qualitative research; Dehumanization; Social psychology; Photo elicitation; Nursing; Poison control; Suicide prevention; Sociology; Medicine","score_opus":0.5661101555032905,"score_gpt":0.7104326140760687,"score_spread":0.14432245857277826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008923843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98995656,0.00011555635,0.0020381405,0.0017152951,0.00005722833,0.0028679883,0.00005861642,0.000046531834,0.0031440617],"genre_scores_gemma":[0.9974689,0.0000026916323,0.000538717,0.00028071238,0.00014473642,0.0014909859,0.0000011810758,0.000019749135,0.00005235815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97351825,0.021291617,0.00056746067,0.0007230387,0.002238024,0.0016615792],"domain_scores_gemma":[0.9898843,0.0076510734,0.00015376261,0.00028411148,0.0013319731,0.00069476286],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.078233965,0.00020179396,0.00045026655,0.00010198015,0.0018497834,0.0003732724,0.00075742934,0.00009342513,0.000045449182],"category_scores_gemma":[0.035144717,0.00016281492,0.00007386806,0.001761589,0.003144538,0.00025321773,0.00024309532,0.00047549861,0.000010355248],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022157275,0.00040531042,0.013711473,0.000207762,0.000060698407,0.0000040961436,0.91519606,0.0000021569595,0.001418087,0.059973583,0.00007525397,0.0067297956],"study_design_scores_gemma":[0.0005129287,0.0011096561,0.019270064,0.00031449113,0.000016593649,1.8091885e-7,0.841366,0.0000640613,0.0005405742,0.13642316,0.00020422367,0.0001780471],"about_ca_topic_score_codex":0.0016364601,"about_ca_topic_score_gemma":0.00036083968,"teacher_disagreement_score":0.07644957,"about_ca_system_score_codex":0.0011875904,"about_ca_system_score_gemma":0.0005724713,"threshold_uncertainty_score":0.99956834},"labels":[],"label_agreement":null},{"id":"W3009073987","doi":"10.3167/aia.2019.260303","title":"Pedagogy in Action","year":2019,"lang":"en","type":"article","venue":"Anthropology in Action","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Transformative learning; Counterintuitive; Ethnography; Participatory action research; General partnership; Action research; Action (physics); Pedagogy; Anthropology; Political science; Epistemology","score_opus":0.6659522450468494,"score_gpt":0.746797605629937,"score_spread":0.08084536058308767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009073987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97985166,0.000028817263,0.00017006783,0.0024521705,0.0013662853,0.00021107563,3.7105082e-7,0.0000331911,0.015886372],"genre_scores_gemma":[0.99750346,0.00038245556,0.00011132108,0.000072922056,0.00011423953,0.000022947968,0.0000011580637,0.0000061648075,0.0017853506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975337,0.0014943519,0.00015945344,0.00020550487,0.00020106802,0.00040593187],"domain_scores_gemma":[0.9994117,0.00033072048,0.00004939013,0.00012012427,0.000031381227,0.00005666172],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001947491,0.000058443224,0.00013548131,0.00025397562,0.00014405772,0.000012985008,0.0001076466,0.00019175623,0.0028820657],"category_scores_gemma":[0.0005869618,0.00006397058,0.000023424249,0.00040904354,0.00052719103,0.00034431706,0.000023994364,0.00029942917,0.000512795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001635256,0.00028701406,0.8389234,0.00002042115,0.000009168818,0.000021617481,0.0135656735,0.000046844965,0.02495144,0.03994709,0.00031670675,0.08174713],"study_design_scores_gemma":[0.0012095128,0.00039809104,0.74856836,0.000032769956,0.000006454828,0.0000044356875,0.081033655,0.0008852181,0.012752793,0.008416082,0.14638501,0.00030763794],"about_ca_topic_score_codex":0.025170436,"about_ca_topic_score_gemma":0.0773191,"teacher_disagreement_score":0.14606832,"about_ca_system_score_codex":0.00041432545,"about_ca_system_score_gemma":0.0002477946,"threshold_uncertainty_score":0.9980294},"labels":[],"label_agreement":null},{"id":"W3009338088","doi":"10.18432/ari29485","title":"Fingerprints and Pulp: Nomadic Ethics in Research Practice","year":2020,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Representation (politics); Sociology; Qualitative research; Process (computing); Research ethics; Engineering ethics; Visual arts; Aesthetics; Computer science; Engineering; Art; Social science; Political science; Law","score_opus":0.9319697401453649,"score_gpt":0.7689963571258637,"score_spread":0.16297338301950126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009338088","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43022612,0.0005787509,0.00137013,0.46881327,0.00041622724,0.00065093016,0.000014254649,0.00004480423,0.09788549],"genre_scores_gemma":[0.9912418,0.002274417,0.0033787692,0.00059844856,0.001154905,0.000065633474,0.0000029273222,0.000030572424,0.001252494],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.975195,0.015782772,0.0006261909,0.0005950345,0.006259714,0.0015412824],"domain_scores_gemma":[0.9839905,0.011870029,0.00009053299,0.000186719,0.0023872475,0.0014749876],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07976162,0.00015817546,0.00025055214,0.00094296626,0.0024256478,0.00084125757,0.0014483517,0.00024866444,0.0011423992],"category_scores_gemma":[0.04684628,0.00015661055,0.000090727764,0.0017078411,0.002223342,0.0017462593,0.0005438424,0.0077194166,0.0004575033],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025287832,0.0011867632,0.012891251,0.00009303634,0.00020119535,0.0033883653,0.8436319,0.0001717682,0.0056129154,0.097289965,0.013871797,0.019132221],"study_design_scores_gemma":[0.0027818175,0.0015046505,0.026894435,0.00046390286,0.000015789408,0.00022842176,0.19343105,0.0065149823,0.00045465017,0.084511146,0.6826379,0.00056129444],"about_ca_topic_score_codex":0.0002116424,"about_ca_topic_score_gemma":0.00096969557,"teacher_disagreement_score":0.6687661,"about_ca_system_score_codex":0.0006471455,"about_ca_system_score_gemma":0.0024918225,"threshold_uncertainty_score":0.9997707},"labels":[],"label_agreement":null},{"id":"W3009359238","doi":"10.18432/ari29488","title":"Social Practice as Arts-based Methodology: Exploring Participation, Multiplicity, and Collective Action as Elements of Inquiry","year":2020,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The arts; Sociology; Arts in education; Nothing; Context (archaeology); Action research; Action (physics); Epistemology; Visual arts; Pedagogy; Art","score_opus":0.9510617169524946,"score_gpt":0.7605970728774676,"score_spread":0.19046464407502706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009359238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9123446,0.00005682856,0.0134119755,0.062010877,0.00039909396,0.0005520402,0.000012912905,0.000041363935,0.011170344],"genre_scores_gemma":[0.9885388,0.00020050986,0.009185123,0.00039737523,0.0011168276,0.00018655421,0.0000059786457,0.00002549894,0.00034333378],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.988186,0.0070315897,0.0006984408,0.00042369866,0.002897973,0.00076227775],"domain_scores_gemma":[0.991973,0.004837913,0.0002987026,0.000101802136,0.002058598,0.00073001615],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.017613132,0.00016936021,0.0003142575,0.00047003475,0.001976205,0.00024715788,0.0005912949,0.00012701919,0.0007286829],"category_scores_gemma":[0.018675538,0.00017310356,0.00014011469,0.00091231463,0.0012425346,0.0016985538,0.00020553244,0.001160063,0.000084578765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010143102,0.0018873679,0.0135941375,0.000112143316,0.0009654319,0.0003395787,0.8579062,0.0006821214,0.046936505,0.036597505,0.006135661,0.02470023],"study_design_scores_gemma":[0.011473365,0.008129194,0.085404485,0.00037290173,0.00030525384,0.00012526281,0.5340234,0.017965037,0.056412812,0.15644717,0.12801969,0.0013214122],"about_ca_topic_score_codex":0.00009301713,"about_ca_topic_score_gemma":0.00014940837,"teacher_disagreement_score":0.3238828,"about_ca_system_score_codex":0.00051183754,"about_ca_system_score_gemma":0.0017481404,"threshold_uncertainty_score":0.99932307},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W3009582339","doi":"10.1177/1476750320905900","title":"Using photovoice to reflect on poverty and address social inequalities among primary care teams","year":2020,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec en Outaouais; Université Laval; Université de Sherbrooke","funders":"Institute of Health Services and Policy Research","keywords":"Photovoice; Participatory action research; Poverty; Transformative learning; General partnership; Context (archaeology); Action research; Health care; Sociology; Public relations; Nursing; Political science; Economic growth; Medicine; Pedagogy","score_opus":0.917312023759723,"score_gpt":0.7336725063002887,"score_spread":0.1836395174594343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009582339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9608151,0.000052024985,0.00010809308,0.0025121165,0.0000878211,0.00058737217,0.000016626762,0.00007704802,0.035743847],"genre_scores_gemma":[0.99707097,0.000036052774,0.00034867023,0.0011990314,0.00064111385,0.00006898689,0.0000037369741,0.000021070533,0.00061038195],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925157,0.004308496,0.00017266862,0.00039542915,0.0018665482,0.00074115844],"domain_scores_gemma":[0.997811,0.0010021297,0.000037332902,0.00013136808,0.000455657,0.00056249514],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041913083,0.00010262135,0.00018670346,0.00020588447,0.0017000155,0.00024576997,0.00027436757,0.00013516626,0.00015750619],"category_scores_gemma":[0.0041054236,0.00010232247,0.000042787175,0.0010294165,0.00049291784,0.00035065843,0.00022695227,0.00068425824,0.000053511052],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021920064,0.00024084654,0.0470227,0.0008907354,0.0001224088,0.00007749915,0.57608104,0.0000791756,0.24935438,0.008704443,0.028731165,0.0865036],"study_design_scores_gemma":[0.0014301955,0.0017503852,0.10502718,0.00024644044,0.000028861083,9.307974e-7,0.40572956,0.0006485998,0.06925332,0.00079853425,0.41416162,0.00092439144],"about_ca_topic_score_codex":0.0073681218,"about_ca_topic_score_gemma":0.0012771377,"teacher_disagreement_score":0.38543046,"about_ca_system_score_codex":0.0008647532,"about_ca_system_score_gemma":0.00069779874,"threshold_uncertainty_score":0.99959964},"labels":[],"label_agreement":null},{"id":"W3010188898","doi":"10.5195/aa.2020.270","title":"All In This Game Together: A Conversation Between Aging Researchers about Research on Aging","year":2020,"lang":"en","type":"article","venue":"Anthropology & Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Prince Edward Island","funders":"","keywords":"Conversation; Psychology; Chemistry; Cognitive science; Communication","score_opus":0.8482335269192958,"score_gpt":0.7122910449593036,"score_spread":0.13594248195999215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010188898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8398893,0.00044832227,0.0007313914,0.1394506,0.00021917192,0.0006470294,0.000006952515,0.00019111705,0.018416146],"genre_scores_gemma":[0.9962779,0.0004304417,0.0004549798,0.0017569833,0.0006596338,0.000051470295,0.0000065582544,0.000041443112,0.00032058937],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.984639,0.010541781,0.00044103837,0.0007994417,0.0015711498,0.002007618],"domain_scores_gemma":[0.9940257,0.004613106,0.00010034571,0.00034492902,0.00026800323,0.0006479025],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019404389,0.0001968245,0.0004137932,0.0006373093,0.0009074657,0.00016788652,0.0008350481,0.000252632,0.0019524841],"category_scores_gemma":[0.007900071,0.00021282701,0.00008948243,0.0017480444,0.0042093946,0.00043758604,0.00035776812,0.0019393222,0.0004288085],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107378335,0.00011901528,0.43934798,0.00008774815,0.00012295427,0.00032968656,0.49323037,0.00006352571,0.0041007088,0.013389831,0.0035340688,0.04556672],"study_design_scores_gemma":[0.0038605528,0.0014001387,0.1460384,0.0008121927,0.00006921546,0.000002663358,0.37418336,0.005196756,0.027743075,0.011356111,0.42779174,0.0015458042],"about_ca_topic_score_codex":0.035865217,"about_ca_topic_score_gemma":0.0025282225,"teacher_disagreement_score":0.42425767,"about_ca_system_score_codex":0.0007768882,"about_ca_system_score_gemma":0.0007486895,"threshold_uncertainty_score":0.99895984},"labels":[],"label_agreement":null},{"id":"W3010902373","doi":"10.6000/1929-4247.2019.08.04.2","title":"A Photovoice Project: Urban Elementary Girls’ Perspectives on Physical Activity","year":2019,"lang":"en","type":"article","venue":"International Journal of Child Health and Nutrition","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Medicine; Physical activity; Gerontology; Physical therapy; Economic growth","score_opus":0.2330461759709976,"score_gpt":0.6005091314106668,"score_spread":0.3674629554396691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010902373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782494,0.00034808565,0.00006049741,0.018303473,0.00031410574,0.00034658524,0.000012775531,0.000008405761,0.0023567209],"genre_scores_gemma":[0.9963325,0.0011667486,0.00024606596,0.0008840233,0.0013072138,0.000008270488,0.0000017720656,0.000005030122,0.000048355723],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981061,0.0005816672,0.00015919801,0.00012286915,0.00082681037,0.00020333368],"domain_scores_gemma":[0.99898124,0.00025484446,0.00022156507,0.00004664166,0.00028531445,0.0002104243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012908695,0.00006386465,0.00015431903,0.00019771683,0.00016369406,0.000052696836,0.00016319536,0.000030128485,0.000039722643],"category_scores_gemma":[0.0003350559,0.000057127803,0.00006906666,0.00010290557,0.000092410184,0.00035946054,0.000019962565,0.00030779454,0.0000073509714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024809249,0.025071593,0.098451816,0.00066196104,0.00096547237,0.00013017879,0.3669994,0.000010448512,0.0074551627,0.17135157,0.060417064,0.2436761],"study_design_scores_gemma":[0.013236973,0.012936993,0.12757914,0.0028153749,0.00003805188,0.000089722074,0.07014718,0.0007631306,0.005959518,0.008365605,0.75738853,0.00067980384],"about_ca_topic_score_codex":0.00034560225,"about_ca_topic_score_gemma":0.000035934998,"teacher_disagreement_score":0.6969714,"about_ca_system_score_codex":0.00034990167,"about_ca_system_score_gemma":0.00041129976,"threshold_uncertainty_score":0.23296043},"labels":[],"label_agreement":null},{"id":"W3012001775","doi":"10.1111/hex.13032","title":"Enhancing researcher capacity to engage youth in research: Researchers’ engagement experiences, barriers and capacity development priorities","year":2020,"lang":"en","type":"article","venue":"Health Expectations","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa; McGill University; Douglas Mental Health University Institute; Douglas College; University of Toronto; Dalhousie University; University of British Columbia; Centre for Advancing Health Outcomes; University of British Columbia, Okanagan Campus; Centre for Addiction and Mental Health","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Youth engagement; Positive Youth Development; Snowball sampling; Psychology; Promotion (chess); Medical education; Value (mathematics); Youth studies; Public relations; Medicine; Political science; Politics; Developmental psychology","score_opus":0.9307640378937176,"score_gpt":0.6728153644400953,"score_spread":0.2579486734536224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012001775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98231155,0.0005371645,0.0007499234,0.012640035,0.00007598238,0.0016898233,0.000017300146,0.00008928686,0.0018889117],"genre_scores_gemma":[0.9722086,0.00008746881,0.025650486,0.00063404883,0.00011903091,0.0011634297,0.0000026432474,0.000023816445,0.000110433495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9757551,0.018560043,0.0006455969,0.00074466463,0.002283665,0.0020109555],"domain_scores_gemma":[0.99339134,0.0026626654,0.00006760617,0.0002581942,0.00044875641,0.0031714458],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.025306797,0.0001679279,0.000319822,0.0005868374,0.003850076,0.00026241216,0.0005117034,0.000109466695,0.00026357244],"category_scores_gemma":[0.05026602,0.00018431341,0.000033118482,0.0024057943,0.0011583252,0.00042277473,0.00033781698,0.0015810672,0.000061490035],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003894412,0.000036977573,0.0014908162,0.00008743788,0.0000075115295,0.0000058263126,0.9923271,0.0000050070767,0.00046491215,0.0040639793,0.00030967372,0.0011617976],"study_design_scores_gemma":[0.00026734613,0.00020794153,0.0031341286,0.00009273085,0.0000010504515,8.8322324e-8,0.9824224,0.000056358185,0.002598948,0.0003260472,0.010715729,0.0001772453],"about_ca_topic_score_codex":0.010878892,"about_ca_topic_score_gemma":0.026932973,"teacher_disagreement_score":0.024959223,"about_ca_system_score_codex":0.001622937,"about_ca_system_score_gemma":0.0050020353,"threshold_uncertainty_score":0.9974468},"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":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3013401837","doi":"10.7765/9781526146816.00018","title":"Performing a museum of living memories","year":2020,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; The Imaginary; Ethnography; Context (archaeology); Citizenship; Politics; Oral history; Youth studies; Gender studies; Sociology; Media studies; Psychology; Political science; History; Psychoanalysis; Anthropology; Law","score_opus":0.49020267247787097,"score_gpt":0.4631416633137809,"score_spread":0.027061009164090044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013401837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050574075,0.000057133326,0.000290904,0.00007704115,0.00014456973,0.00033116125,0.000025165751,0.00009401161,0.9984743],"genre_scores_gemma":[0.059459273,0.00007097459,0.0008598152,0.000042539916,0.0002456976,0.0000012061439,0.0000011938192,0.00004019977,0.9392791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980071,0.00034905676,0.00020228802,0.00037474625,0.00069449045,0.00037228267],"domain_scores_gemma":[0.99820393,0.0007864239,0.00023296117,0.00031544844,0.00016570339,0.0002955543],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086367916,0.00022251018,0.00043136586,0.0001414944,0.00036815522,0.000050750168,0.00068349123,0.00030425648,0.00015225308],"category_scores_gemma":[0.00046864015,0.00027139744,0.00019103837,0.000016883336,0.0008952733,0.0001834499,0.00062770036,0.0004718729,0.000012031087],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010237136,0.000018571109,0.00012634558,0.00044187697,0.00023229333,0.00017397456,0.07136488,0.000001758916,0.00016473114,0.919867,0.001017462,0.0064887744],"study_design_scores_gemma":[0.000084698804,0.00006611412,0.000051748277,0.0005779543,0.00012136797,3.9589514e-7,0.0023020399,0.000026487216,0.00039064814,0.00041286214,0.9956672,0.00029847963],"about_ca_topic_score_codex":0.00027534444,"about_ca_topic_score_gemma":0.00013385882,"teacher_disagreement_score":0.99464977,"about_ca_system_score_codex":0.00022220484,"about_ca_system_score_gemma":0.00039764273,"threshold_uncertainty_score":0.99997383},"labels":[],"label_agreement":null},{"id":"W3014299180","doi":"10.5130/ccs.v11.i2.6765","title":"Resisting the Far-Right: Indigenous Perspectives, Community Arts and Story-Based Strategy","year":2020,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Indigenous; Rhetoric; Politics; Sustenance; Conversation; Sociology; Refugee; The arts; Political science; Immigration; Aesthetics; Media studies; Gender studies; Environmental ethics; Law","score_opus":0.4092551096285719,"score_gpt":0.5589076211840308,"score_spread":0.1496525115554589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014299180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596478,0.0028954518,0.001821906,0.01959773,0.00024328308,0.00040148888,0.000027488493,0.00012495124,0.01523995],"genre_scores_gemma":[0.9974188,0.000110677756,0.00046061244,0.0007639431,0.0008334206,0.000019260919,0.0000027374792,0.000036320827,0.00035419984],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9898622,0.0075518964,0.000407354,0.0003124228,0.00090767,0.0009584523],"domain_scores_gemma":[0.99669933,0.0012604032,0.00027879488,0.00035482782,0.00038837123,0.001018244],"candidate_categories":["sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.009073976,0.0002612972,0.00034618843,0.000077749624,0.01989871,0.0007804268,0.0009696025,0.00015923077,0.0003042135],"category_scores_gemma":[0.0011585763,0.00020279131,0.00021939234,0.00036338562,0.003073936,0.00062059273,0.0006080517,0.0027353251,0.000008346158],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017331073,0.00031661973,0.0025680775,0.00006807546,0.00012735535,0.00012695286,0.9586293,0.00007152666,0.00045497087,0.008151092,0.026429722,0.0028830091],"study_design_scores_gemma":[0.00033748837,0.0011470604,0.011426041,0.000068400244,0.000042642965,0.000030438214,0.91691124,0.0005079429,0.000050919913,0.06389974,0.005259435,0.00031865665],"about_ca_topic_score_codex":0.00018370016,"about_ca_topic_score_gemma":0.0012214284,"teacher_disagreement_score":0.05574865,"about_ca_system_score_codex":0.00083361106,"about_ca_system_score_gemma":0.0010951149,"threshold_uncertainty_score":0.99963915},"labels":[],"label_agreement":null},{"id":"W3014538387","doi":"10.3390/ijerph17072362","title":"Visual Storytelling, Intergenerational Environmental Justice and Indigenous Sovereignty: Exploring Images and Stories amid a Contested Oil Pipeline Project","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Economic and Social Research Council; Canadian Institutes of Health Research; Strong","keywords":"Indigenous; Photovoice; Sovereignty; Food sovereignty; Storytelling; Environmental justice; Sociology; Narrative; Environmental ethics; Political science; Economic growth; Law; History; Ecology; Politics; Archaeology","score_opus":0.6081722989216015,"score_gpt":0.5814413549672229,"score_spread":0.026730943954378583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014538387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881187,0.003853755,0.00065836153,0.006613454,0.00018447642,0.00017891856,0.000108332424,0.000010101347,0.0002739078],"genre_scores_gemma":[0.9732716,0.024423057,0.0007087333,0.00047828403,0.0008768234,0.00001750054,0.0000116979245,0.000016658258,0.00019562095],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9951195,0.0014779664,0.00049547927,0.00029129095,0.0020191604,0.00059657596],"domain_scores_gemma":[0.99770945,0.00081487495,0.00022045136,0.000056408313,0.00010111799,0.0010976992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005436887,0.00014076688,0.00024346022,0.00030289253,0.0006831428,0.00034805492,0.00029921552,0.000060667026,0.00019496208],"category_scores_gemma":[0.002020938,0.00013375976,0.000037376856,0.00012197072,0.0012144479,0.0010418474,0.00028885822,0.00063503906,0.0000047552057],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012725283,0.0018530048,0.0691437,0.00020227126,0.00039714793,0.0002900871,0.16295016,0.000009073673,0.017761707,0.004545977,0.0017899815,0.73978436],"study_design_scores_gemma":[0.00808185,0.013498009,0.0980949,0.00040168548,0.00007497623,0.0003639509,0.45122,0.0036854218,0.0029877792,0.0018376452,0.41849086,0.001262908],"about_ca_topic_score_codex":0.00031780623,"about_ca_topic_score_gemma":0.00007154295,"teacher_disagreement_score":0.73852146,"about_ca_system_score_codex":0.0006438183,"about_ca_system_score_gemma":0.00089343794,"threshold_uncertainty_score":0.5454565},"labels":[],"label_agreement":null},{"id":"W3014563029","doi":"10.17742/image.oi.10.2.10","title":"Being from a Bad Neighbourhood: Confronting Bad Decision Discourses in the Impoverished Inner City","year":2020,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Lakehead University; The Scarborough Hospital","funders":"University of British Columbia","keywords":"Neighbourhood (mathematics); Mainstream; Poverty; Sociology; Ethnography; Inner city; Gentrification; Gender studies; Political science; Economic growth; Socioeconomics; Law","score_opus":0.3333682880286682,"score_gpt":0.6333231703794568,"score_spread":0.29995488235078865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014563029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468955,0.0025283613,0.002234797,0.031295,0.00036324994,0.00024674812,0.00002479563,0.000023330693,0.016388237],"genre_scores_gemma":[0.98765224,0.000521486,0.010508543,0.0005868061,0.00065257016,0.000013289906,0.000001550331,0.000010772094,0.000052754123],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99620336,0.0011210741,0.0007352257,0.00023606846,0.0012090638,0.00049519],"domain_scores_gemma":[0.99144,0.002381097,0.0004423054,0.00014145071,0.0053996285,0.0001955418],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0037150765,0.00019175478,0.00044424692,0.000108669796,0.001230021,0.002770052,0.0007608361,0.00004989023,0.00013374786],"category_scores_gemma":[0.055847295,0.0001179165,0.0001949439,0.0007646167,0.0040629795,0.009543078,0.00019879299,0.00062467967,0.000011413016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034169445,0.0003834025,0.413802,0.000030301822,0.00053555577,0.0004579422,0.4539243,0.00008992763,0.023323102,0.026028195,0.01252818,0.06855539],"study_design_scores_gemma":[0.002608571,0.00022727557,0.7246401,0.00031121194,0.00016842355,0.000014553937,0.1515267,0.0005158655,0.002941209,0.06731381,0.049189057,0.0005432415],"about_ca_topic_score_codex":0.00044366976,"about_ca_topic_score_gemma":0.00044377206,"teacher_disagreement_score":0.31083807,"about_ca_system_score_codex":0.00021775461,"about_ca_system_score_gemma":0.00022654813,"threshold_uncertainty_score":0.9986474},"labels":[],"label_agreement":null},{"id":"W3014838224","doi":"10.1177/1077800420912797","title":"<i>Open Circle</i> : Playing Coexistence in Ten Movements","year":2020,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Feeling; Sociology; Vulnerability (computing); The arts; Focus (optics); Work (physics); Psychology; Social psychology; Visual arts; Computer science; Art","score_opus":0.8635206018242979,"score_gpt":0.7131069574961599,"score_spread":0.15041364432813797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014838224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92206556,0.00014254801,0.0032947785,0.006645942,0.00025671607,0.0010463586,0.000020383477,0.000089841735,0.06643787],"genre_scores_gemma":[0.99106145,0.00002160614,0.004090279,0.00415569,0.00017746461,0.00012992832,0.0000028849292,0.000015801616,0.00034487472],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99104697,0.0067297975,0.0003832349,0.00043401294,0.0007912025,0.0006147784],"domain_scores_gemma":[0.99712837,0.002045952,0.00011905795,0.000164161,0.00012738351,0.00041505878],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0096007595,0.00011407433,0.00027964,0.00006661458,0.00034521878,0.00016821243,0.0010695637,0.00006597185,0.00022012444],"category_scores_gemma":[0.010792179,0.00012760492,0.000044596767,0.000880079,0.00086579367,0.0007353098,0.0004488127,0.00028614025,0.00027407258],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089228626,0.00008128844,0.006522196,0.000024741015,0.000017980235,0.000027504544,0.9680221,0.00000576804,0.0021416321,0.013473059,0.0013292771,0.008265242],"study_design_scores_gemma":[0.0015449642,0.00042058487,0.04520619,0.00016196471,0.0000075643916,1.358085e-7,0.89820766,0.00035059126,0.0014356619,0.021212634,0.03085585,0.00059616886],"about_ca_topic_score_codex":0.0016572931,"about_ca_topic_score_gemma":0.00044102175,"teacher_disagreement_score":0.06981439,"about_ca_system_score_codex":0.00020508612,"about_ca_system_score_gemma":0.00041055842,"threshold_uncertainty_score":0.99754035},"labels":[],"label_agreement":null},{"id":"W3016402161","doi":"","title":"The Role of Reflexivity in Participatory Action Research to Empower Culturally Diverse Communities in Pakistan","year":2020,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reflexivity; Participatory action research; Action research; Empowerment; Context (archaeology); Sociology; Citizen journalism; Action (physics); Public relations; Political science; Social science; Pedagogy; Geography; Anthropology","score_opus":0.7311204104425508,"score_gpt":0.6562207106478047,"score_spread":0.07489969979474609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016402161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967046,0.00028387588,0.0000073215874,0.0019136032,0.00003663902,0.0001426445,7.6527243e-7,0.0000035693342,0.0009069816],"genre_scores_gemma":[0.9990286,0.0004667087,0.00035908178,0.000079776095,0.000020124511,0.00000922099,3.2014538e-7,0.0000032794674,0.000032870725],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98773575,0.010680779,0.00046735254,0.000033422224,0.0007346162,0.0003481079],"domain_scores_gemma":[0.9974174,0.0017143248,0.00012512415,0.00012057304,0.00036089728,0.00026168264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020182852,0.00006788419,0.00019753503,0.0001274013,0.0011236457,0.00007172617,0.00056323654,0.00004726422,0.000020190879],"category_scores_gemma":[0.0013364302,0.000047625934,0.000028695249,0.0005145585,0.000484086,0.0002504267,0.00037247955,0.0013156687,0.0000026361918],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060724653,0.00022079698,0.09430605,0.000026647213,0.000022407423,0.000005235625,0.77713984,0.000017448761,0.0025387427,0.0011456982,0.000100396755,0.12386948],"study_design_scores_gemma":[0.00022410315,0.00022723756,0.2013974,0.00012687575,0.0000017478238,5.0507015e-7,0.7612922,0.0000138275855,0.0016248529,0.0010542115,0.03397656,0.00006044807],"about_ca_topic_score_codex":0.0061488575,"about_ca_topic_score_gemma":0.048610765,"teacher_disagreement_score":0.12380903,"about_ca_system_score_codex":0.0003123199,"about_ca_system_score_gemma":0.0004935743,"threshold_uncertainty_score":0.9687496},"labels":[],"label_agreement":null},{"id":"W3018056561","doi":"","title":"Doing Dis/ordered Mappings: A New Method for Analysing Embodied and Relational Research","year":2019,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Field (mathematics); Computer science; Qualitative research; Presentation (obstetrics); Epistemology; Sociology; Artificial intelligence; Social science; Mathematics; Philosophy","score_opus":0.31378762223848405,"score_gpt":0.5464693807565973,"score_spread":0.2326817585181133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018056561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.800017,0.00010046348,0.16164404,0.0066244113,0.00005553708,0.00080724095,0.000009666554,0.00013203533,0.030609583],"genre_scores_gemma":[0.5799301,0.00007435245,0.41388732,0.000010724126,0.000029557828,0.0000013054787,0.0000024109704,0.000009083101,0.0060551367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812466,0.0004925562,0.00013877753,0.0003775183,0.0004153691,0.00045109866],"domain_scores_gemma":[0.99828815,0.00088662474,0.00009857005,0.00026411036,0.00031301053,0.00014954092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004390682,0.000082594495,0.00025845828,0.00070727785,0.0005860577,0.000021798247,0.00038215859,0.0002556682,0.00021021429],"category_scores_gemma":[0.0015675884,0.00009448983,0.000068054134,0.0008593185,0.00063692895,0.00017261386,0.00029085006,0.000346254,0.00002920711],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041591187,0.00011437351,0.24730176,0.000107866224,0.00028001596,0.00001485502,0.010726079,0.00006031027,0.011567131,0.5579378,0.0012872464,0.17018665],"study_design_scores_gemma":[0.0030553194,0.00028169734,0.07015682,0.00022553472,0.00009436986,0.000002264704,0.03805413,0.0050472757,0.0018067631,0.13515161,0.7456692,0.00045504415],"about_ca_topic_score_codex":0.0022823794,"about_ca_topic_score_gemma":0.0009214635,"teacher_disagreement_score":0.7443819,"about_ca_system_score_codex":0.00014044922,"about_ca_system_score_gemma":0.0004093115,"threshold_uncertainty_score":0.45075417},"labels":[],"label_agreement":null},{"id":"W3021113064","doi":"10.1080/03601277.2020.1754355","title":"“I was giving someone who didn’t have a voice a voice”: exploring qualitative mini-research projects as a tool to teach students about aging","year":2020,"lang":"en","type":"article","venue":"Educational Gerontology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Qualitative research; Psychology; Pedagogy; Medical education; S Voice; Medicine; Sociology; Computer science","score_opus":0.7948827095341364,"score_gpt":0.6989611370083252,"score_spread":0.09592157252581124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021113064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360661,0.0003475497,0.00070082204,0.054687835,0.00049915764,0.0012656501,0.0000120002605,0.00007550198,0.0063454174],"genre_scores_gemma":[0.97861916,0.000033177177,0.007220977,0.0016552336,0.0017319671,0.0024098067,0.000007711002,0.0000406496,0.008281335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98647934,0.00798577,0.0005395209,0.0009356466,0.0024796333,0.0015801126],"domain_scores_gemma":[0.99092174,0.006803445,0.00013498729,0.00031814948,0.0008405318,0.0009811405],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010447984,0.00024358935,0.00046220503,0.00037653773,0.0012818022,0.00029571218,0.0012037652,0.00014366201,0.0006317992],"category_scores_gemma":[0.043405384,0.00026500644,0.00009507644,0.0010328572,0.0007368461,0.0007181837,0.00050565775,0.00087752106,0.001366277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012891887,0.00043327827,0.03479705,0.00007310751,0.00010552605,0.000015158728,0.93147844,0.000007325064,0.0012017718,0.018837275,0.007135084,0.0057870406],"study_design_scores_gemma":[0.00072084676,0.00061376934,0.10678509,0.0001812969,0.000024149065,0.0000034255684,0.6969073,0.000095501506,0.000552138,0.0039194757,0.18958002,0.0006170119],"about_ca_topic_score_codex":0.006690736,"about_ca_topic_score_gemma":0.0041785953,"teacher_disagreement_score":0.23457119,"about_ca_system_score_codex":0.00094826333,"about_ca_system_score_gemma":0.003914546,"threshold_uncertainty_score":0.9999802},"labels":[],"label_agreement":null},{"id":"W3021280490","doi":"10.1386/eta_00027_1","title":"The passage of a painting: The learning process of students creating art for people with dementia","year":2020,"lang":"en","type":"article","venue":"International Journal of Education through Art","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Painting; Dementia; The arts; Class (philosophy); Pedagogy; Psychology; Medical education; Visual arts education; Process (computing); Visual arts; Sociology; Medicine; Art; Computer science","score_opus":0.28782785958966217,"score_gpt":0.6190931757296254,"score_spread":0.33126531613996324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021280490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9220739,0.00023668697,0.049995985,0.018251186,0.0005969187,0.00046529042,0.0000031852967,0.000008035555,0.008368785],"genre_scores_gemma":[0.99722993,0.0000565653,0.00173823,0.00018860653,0.00037708692,0.000026761078,0.0000012306674,0.000007087817,0.0003744873],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99766845,0.00049498543,0.00042900065,0.000077414035,0.0011879022,0.00014222297],"domain_scores_gemma":[0.99587,0.0014479925,0.0008250603,0.000055895052,0.0017346836,0.00006634546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034393468,0.000055876117,0.00013098282,0.000031172367,0.0002874548,0.000098402015,0.00070730125,0.00002011609,0.00007560009],"category_scores_gemma":[0.007851968,0.000033748616,0.00007445641,0.00018990923,0.00019597555,0.00028956812,0.000039491064,0.00016141654,0.0000034279433],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007373426,0.00071083475,0.62928575,0.00008674643,0.0011067494,0.0000012136949,0.32154283,0.0014140407,0.0014015033,0.02672938,0.007641586,0.009341992],"study_design_scores_gemma":[0.0020278674,0.0016257435,0.08258008,0.00081594876,0.00030597244,0.00001002235,0.49629837,0.0014617651,0.012168896,0.013830306,0.38857847,0.00029654865],"about_ca_topic_score_codex":0.000037792393,"about_ca_topic_score_gemma":0.00007280435,"teacher_disagreement_score":0.5467057,"about_ca_system_score_codex":0.00005205745,"about_ca_system_score_gemma":0.00094478,"threshold_uncertainty_score":0.9400106},"labels":[],"label_agreement":null},{"id":"W3023251348","doi":"10.22621/cfn.v133i4.2523","title":"\"Gulls of the World: A Photographic Guide\" by Klaus Malling Olsen, 2018. [book review]","year":2020,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art history; Art; Media studies; Psychoanalysis; Psychology; History; Sociology","score_opus":0.2466864691055273,"score_gpt":0.500969716500101,"score_spread":0.25428324739457375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023251348","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053648916,0.056992054,0.00002281414,0.69302636,0.00090106024,0.002250953,0.00015377552,0.00007941143,0.24120867],"genre_scores_gemma":[0.4667115,0.007160873,0.00031071246,0.41137373,0.000741437,0.00013546088,0.000013225911,0.000057538422,0.113495514],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660224,0.0014680757,0.00034258378,0.0002669051,0.00065817696,0.00066203997],"domain_scores_gemma":[0.9976864,0.00079555734,0.00014512117,0.0005199567,0.00015177802,0.000701214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026252524,0.00014360125,0.00026144055,0.00007176462,0.00087797304,0.00009291202,0.0014140329,0.00011339223,0.0041035092],"category_scores_gemma":[0.004347661,0.00009397181,0.00018839976,0.001307197,0.00062661554,0.00012520088,0.000090135865,0.000641797,0.00008906029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006699456,0.0000039199217,0.00031255692,0.000059506525,0.000024721108,0.000005491249,0.0013137795,9.316634e-7,0.0005295077,0.0031242396,0.9937682,0.00085043156],"study_design_scores_gemma":[0.00007071788,0.000013986196,0.00016391769,0.0001969183,0.000033174314,4.8151713e-7,0.00019615088,0.00003415244,0.0016339064,0.00018866538,0.9973442,0.00012376024],"about_ca_topic_score_codex":0.33756974,"about_ca_topic_score_gemma":0.75616735,"teacher_disagreement_score":0.4613466,"about_ca_system_score_codex":0.00019066446,"about_ca_system_score_gemma":0.0010691768,"threshold_uncertainty_score":0.99680686},"labels":[],"label_agreement":null},{"id":"W3024929940","doi":"10.1177/1473325020924456","title":"Enriching social work research through architectural multisensory methods: Strategies for connecting the built environment and human experience","year":2020,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Built environment; Sketch; Architecture; Sociology; Focus (optics); Data science; Work (physics); Engineering ethics; Human–computer interaction; Computer science; Architectural engineering; Visual arts; Engineering","score_opus":0.8663025651296306,"score_gpt":0.7378457847181938,"score_spread":0.1284567804114367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024929940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9001522,0.00038570698,0.07083134,0.02393908,0.00013090091,0.0014165435,0.000016899345,0.000116084164,0.0030112215],"genre_scores_gemma":[0.9491586,0.000007242892,0.048664957,0.00033272343,0.0011431058,0.00044576265,0.0000028232603,0.00003827863,0.00020648402],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9700999,0.026579155,0.00044401054,0.0006175001,0.0011171012,0.0011422985],"domain_scores_gemma":[0.9814648,0.017794516,0.00020132621,0.00013084493,0.00017896375,0.00022956106],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.017403709,0.0002367866,0.0004235077,0.00005195904,0.013843499,0.0004737134,0.00059159385,0.00017994191,0.00014087878],"category_scores_gemma":[0.009506397,0.0002005825,0.00017396596,0.0013284301,0.004134034,0.00036015504,0.00030997855,0.000980238,0.00001580975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013203795,0.000026790218,0.00010720686,0.000020811067,0.00005140131,0.0000016247405,0.83146805,0.00001114054,0.0023239376,0.14994156,0.0002728371,0.015642615],"study_design_scores_gemma":[0.00033389873,0.00012921958,0.0016010208,0.000018519779,0.000015804178,7.636841e-8,0.89133763,0.000018911383,0.00032744376,0.076974735,0.028979916,0.0002628164],"about_ca_topic_score_codex":0.0008408042,"about_ca_topic_score_gemma":0.00009810739,"teacher_disagreement_score":0.07296682,"about_ca_system_score_codex":0.00024424196,"about_ca_system_score_gemma":0.00018753632,"threshold_uncertainty_score":0.99883693},"labels":[],"label_agreement":null},{"id":"W3024930981","doi":"10.56105/cjsae.v31i2.5489","title":"Witnessing the Walking With Our Sisters Exhibit/Memorial: Learning from Trauma","year":2019,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Lakehead University","keywords":"Witness; Indigenous; Honour; Transformative learning; Context (archaeology); Economic Justice; Sociology; Embodied cognition; Gender studies; Psychology; Criminology; History; Pedagogy; Law; Political science; Epistemology; Archaeology","score_opus":0.27024514827965723,"score_gpt":0.5328171732141653,"score_spread":0.2625720249345081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024930981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922226,0.00011044604,0.00020916756,0.0034108558,0.002334882,0.0008652813,0.0000015865057,0.000005989925,0.00083917787],"genre_scores_gemma":[0.9978012,0.0000049540986,0.00021986637,0.00008528315,0.00088666414,0.000039768405,9.312282e-7,0.000016569518,0.0009448],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978175,0.0010204203,0.000212541,0.00013952544,0.0004248116,0.000385189],"domain_scores_gemma":[0.9981047,0.00067872665,0.00023023748,0.00017823938,0.0004878096,0.00032028713],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028771192,0.00008704345,0.00013797765,0.00010222672,0.002412191,0.0002890605,0.0004596383,0.000035533874,0.000047162626],"category_scores_gemma":[0.001837715,0.000052217638,0.000055400687,0.0002812329,0.00013209354,0.00023038672,0.00000825888,0.00034330896,0.000005334902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001777356,0.00017275894,0.18967764,0.000017683684,0.00024860035,0.0000021893213,0.601631,0.00096871547,0.0002774917,0.0012494951,0.0015745505,0.20400217],"study_design_scores_gemma":[0.00055016176,0.00035774225,0.062035877,0.00011814136,0.000083634746,0.0000020111288,0.9239839,0.00016632794,0.00009091161,0.0005981761,0.011904162,0.00010897076],"about_ca_topic_score_codex":0.09915995,"about_ca_topic_score_gemma":0.26070392,"teacher_disagreement_score":0.32235292,"about_ca_system_score_codex":0.00029500193,"about_ca_system_score_gemma":0.0032771155,"threshold_uncertainty_score":0.9988865},"labels":[],"label_agreement":null},{"id":"W3025901026","doi":"10.1080/1461670x.2019.1703121","title":"Towards an Experientialist Understanding of Journalism: Exploring Arts-based Research for Journalism Studies","year":2020,"lang":"en","type":"article","venue":"Journalism Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Journalism; Sociology; Narrative; Field (mathematics); Diversity (politics); The arts; Technical Journalism; Event (particle physics); Object (grammar); Media studies; Visual arts; Epistemology; Computer science; Art; Literature","score_opus":0.9809286844376565,"score_gpt":0.7559727580210438,"score_spread":0.22495592641661266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025901026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8209223,0.027044294,0.022358913,0.12233841,0.0038026928,0.0016326397,0.000065503344,0.00021394396,0.0016213019],"genre_scores_gemma":[0.9814036,0.007774712,0.006844262,0.0005773839,0.002931571,0.00028398796,0.0000014138542,0.000070616545,0.000112466725],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9885076,0.00438342,0.0013198232,0.00059423054,0.0035931526,0.0016017732],"domain_scores_gemma":[0.99092746,0.003431985,0.00064933696,0.00035294364,0.003484203,0.0011540778],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.026548324,0.0003672112,0.0011951928,0.0006390758,0.004428064,0.0004691775,0.0010111942,0.00014494716,0.00012269597],"category_scores_gemma":[0.02868184,0.0003154529,0.00043154287,0.0015248312,0.0025965618,0.0014958547,0.0003495029,0.0010559502,0.0000045453203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008724258,0.00032340921,0.0013846846,0.0005379961,0.00156616,0.0001799005,0.77768815,0.00040639675,0.011100927,0.18792911,0.015925186,0.0020856676],"study_design_scores_gemma":[0.001884477,0.0012336561,0.00018671693,0.0007386138,0.00018018893,0.0000055303994,0.8749194,0.0004949684,0.013837011,0.038054686,0.06791894,0.0005457883],"about_ca_topic_score_codex":0.00017203657,"about_ca_topic_score_gemma":0.00032804697,"teacher_disagreement_score":0.16048127,"about_ca_system_score_codex":0.0013761066,"about_ca_system_score_gemma":0.0010693112,"threshold_uncertainty_score":0.9999297},"labels":[],"label_agreement":null},{"id":"W3029913341","doi":"10.1007/978-981-13-6969-8_1","title":"Engaging Youth in Research","year":2020,"lang":"en","type":"book-chapter","venue":"Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Positive Youth Development; Youth studies; Youth empowerment; Youth engagement; Public relations; Empowerment; Action research; Political science; Youth participation; Sociology; Pedagogy; Gender studies","score_opus":0.9256056892069056,"score_gpt":0.7089312760805931,"score_spread":0.21667441312631242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029913341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005934102,0.0004770237,0.000012349575,0.004472261,0.00031026197,0.00048872054,0.000013811689,0.000092953254,0.9935392],"genre_scores_gemma":[0.33857065,0.00019442842,0.00026679772,0.00024608712,0.0047942456,0.00005496792,0.000014869735,0.00012584028,0.6557321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993037,0.0029565303,0.0003335208,0.0005152976,0.002141987,0.0010156811],"domain_scores_gemma":[0.9978422,0.0013022771,0.000089463436,0.0001803517,0.00021966005,0.00036608457],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.013284307,0.00019581981,0.00043645603,0.0002967244,0.0018868082,0.00016244447,0.00069181906,0.0006141116,0.0011822954],"category_scores_gemma":[0.00393777,0.00023071912,0.0001662871,0.0010081609,0.001426669,0.00008986584,0.00031063848,0.0030530402,0.0011228757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055283886,0.00001656882,0.00037655534,0.0000239091,0.000027804788,0.00007982464,0.12467285,2.5274386e-7,0.0000036739436,0.84170824,0.0064329556,0.026602048],"study_design_scores_gemma":[0.00018381096,0.0000326196,0.00035647227,0.00020639508,0.000018992527,1.4935319e-8,0.019641377,8.132599e-7,0.000005227353,0.17616501,0.8030301,0.00035920332],"about_ca_topic_score_codex":0.00042678323,"about_ca_topic_score_gemma":0.00095341663,"teacher_disagreement_score":0.7965971,"about_ca_system_score_codex":0.00086435507,"about_ca_system_score_gemma":0.0012109856,"threshold_uncertainty_score":0.99973077},"labels":[],"label_agreement":null},{"id":"W3031336808","doi":"10.17169/fqs-21.2.3242","title":"You Want Me to Draw What? Body Mapping in Qualitative Research as Canadian Socio-Political Commentary","year":2019,"lang":"en","type":"article","venue":"Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Politics; Qualitative research; Art history; Sociology; Visual arts; Media studies; Art; Social science; Geography; Cartography; Library science; Anthropology; Political science; Computer science; Law","score_opus":0.6899389571949777,"score_gpt":0.721332262525319,"score_spread":0.03139330533034135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031336808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6611013,0.0000892163,0.00015363804,0.13836005,0.0042259935,0.006608849,0.000055714645,0.00007253326,0.18933272],"genre_scores_gemma":[0.9909264,0.000028977907,0.0005749167,0.004507328,0.001241398,0.0009419644,0.000005521065,0.000030638785,0.0017428619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98260623,0.005217561,0.00088640477,0.001652621,0.0050879084,0.0045492863],"domain_scores_gemma":[0.9938669,0.00261372,0.00027925964,0.0005138379,0.0012823627,0.001443904],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["sts","scholarly_communication"],"category_scores_codex":[0.06609037,0.0003811337,0.00069507334,0.0011330422,0.03502526,0.014241305,0.014247587,0.00029409144,0.00020063223],"category_scores_gemma":[0.0056183273,0.00033113273,0.00025787254,0.010365156,0.019001415,0.013936726,0.0031966898,0.0008434211,0.00015707982],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000095802425,0.00019569174,0.009782814,0.000030239718,0.000046893307,0.000023246916,0.34058076,0.000020033509,0.0031092346,0.6343633,0.006276686,0.005475278],"study_design_scores_gemma":[0.0007431027,0.00021567477,0.020551216,0.00016609825,0.000026493732,0.0000018341249,0.82622325,0.00013607976,0.0014357072,0.034518715,0.11511506,0.000866736],"about_ca_topic_score_codex":0.64053535,"about_ca_topic_score_gemma":0.20354448,"teacher_disagreement_score":0.5998446,"about_ca_system_score_codex":0.007420546,"about_ca_system_score_gemma":0.018318104,"threshold_uncertainty_score":0.99991405},"labels":[],"label_agreement":null},{"id":"W3032842812","doi":"10.1177/0739456x20920922","title":"Using Rapid Ethnography to Unpack Performances of Community Authenticity: An Art Festival Case from Victoria, British Columbia","year":2020,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Sociology; Sustainability; Qualitative research; Public relations; Resource (disambiguation); Social science; Anthropology; Political science; Ecology; Computer science","score_opus":0.7988071723711817,"score_gpt":0.6832440786249223,"score_spread":0.1155630937462594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032842812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974617,0.00027330697,0.0001840916,0.00082661986,0.0002568819,0.00014675928,0.000011183245,0.0000066062307,0.0008328563],"genre_scores_gemma":[0.99546665,0.00005008389,0.003679501,0.00008712509,0.00057945563,0.000002603253,0.0000018030399,0.000007598846,0.00012516542],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9937326,0.004605183,0.00032696413,0.00009507449,0.0009409189,0.00029927533],"domain_scores_gemma":[0.996978,0.0010383854,0.00015749683,0.00010585502,0.0009387488,0.0007815255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010167761,0.000050120474,0.00020595438,0.00020432878,0.0011890627,0.00045855722,0.00030445502,0.00007472606,0.00018881723],"category_scores_gemma":[0.0045487774,0.00006187674,0.000045051696,0.00084940187,0.00048871647,0.00041126608,0.00008220885,0.00089927425,0.000002183364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020134782,0.0008247033,0.2913336,0.00011353914,0.00009415633,0.00014110077,0.60547864,0.000056667985,0.008521488,0.000033295288,0.033312473,0.059888974],"study_design_scores_gemma":[0.00067550095,0.0017262915,0.21665597,0.0007335835,0.000051144416,0.00013044158,0.70652586,0.0013018068,0.0006461122,0.0011271203,0.07017248,0.00025369588],"about_ca_topic_score_codex":0.041880175,"about_ca_topic_score_gemma":0.004049077,"teacher_disagreement_score":0.10104719,"about_ca_system_score_codex":0.00007307603,"about_ca_system_score_gemma":0.0013357431,"threshold_uncertainty_score":0.9645},"labels":[],"label_agreement":null},{"id":"W3033006572","doi":"10.1007/978-3-030-38277-3_28","title":"Visual Studies of Community Schools in an Inner Suburb of Bamako, Mali","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Poverty; Geography; Face (sociological concept); Local community; Community education; Economic growth; Socioeconomics; Political science; Sociology; Pedagogy; Social science","score_opus":0.8301084599760022,"score_gpt":0.6894330619412689,"score_spread":0.1406753980347334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033006572","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2938103,0.00070334756,0.000054715096,0.00061447517,0.00015904904,0.00076049316,0.00004560091,0.00006587291,0.70378613],"genre_scores_gemma":[0.9375261,0.00039572766,0.0010937816,0.00018324384,0.00014390532,0.000023487446,0.000008717072,0.000042667354,0.060582336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946304,0.0030944787,0.0006885997,0.00020461787,0.001029559,0.00035237294],"domain_scores_gemma":[0.99712086,0.0013895634,0.00028366473,0.00038102287,0.0005534973,0.00027142157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072110696,0.00021464912,0.0009039065,0.0002612233,0.0001937389,0.000022508768,0.00071443,0.00030732687,0.00075688405],"category_scores_gemma":[0.0045838463,0.00019860108,0.00012623463,0.00019241548,0.0015639632,0.00022571099,0.00045198872,0.0011715984,0.000031754826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019184107,0.00039010766,0.010540303,0.00046635713,0.00030926857,0.000022280963,0.047276475,0.00000390828,0.002211033,0.927373,0.0017824997,0.009432914],"study_design_scores_gemma":[0.0028899857,0.006738411,0.028352465,0.002529473,0.00037917378,8.035479e-7,0.29631603,0.0001568964,0.014169871,0.48861074,0.15701547,0.0028406773],"about_ca_topic_score_codex":0.0033112266,"about_ca_topic_score_gemma":0.012637306,"teacher_disagreement_score":0.6437158,"about_ca_system_score_codex":0.0001855208,"about_ca_system_score_gemma":0.0006432346,"threshold_uncertainty_score":0.82873493},"labels":[],"label_agreement":null},{"id":"W3034291301","doi":"10.1080/03626784.2020.1766341","title":"“People give and take a lot in order to participate in things:” Youth talk back – making a case for non-participation","year":2020,"lang":"en","type":"article","venue":"Curriculum Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Sociology; Hegemony; Neoliberalism (international relations); Citizen journalism; Narrative; Youth participation; Youth studies; Politics; Power (physics); Resistance (ecology); Participatory action research; Thematic analysis; Public relations; Gender studies; Qualitative research; Social science; Political science; Law","score_opus":0.5425379960692192,"score_gpt":0.5854727055596529,"score_spread":0.042934709490433765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034291301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98721224,0.000044714016,0.008794137,0.0019032833,0.00020839999,0.0014128797,0.000014076141,0.000042366733,0.0003679066],"genre_scores_gemma":[0.99473953,0.0000062047893,0.0034370408,0.0010324663,0.00023164878,0.00049620477,0.0000042705506,0.00002530317,0.000027315553],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99686617,0.00078434247,0.0004682233,0.00053813594,0.0003859961,0.0009571636],"domain_scores_gemma":[0.99853176,0.00042013245,0.00010394741,0.0001603173,0.0002533066,0.0005305299],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028328127,0.00018360958,0.00036297287,0.00017777424,0.00023739607,0.00014545608,0.000208766,0.00012952858,0.00009175735],"category_scores_gemma":[0.010766312,0.00018734483,0.000039937542,0.0023265076,0.00022553641,0.000546977,0.00017468177,0.00024460437,0.000053259046],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015527857,0.0002813623,0.07695825,0.00015496367,0.000015628488,0.0002976812,0.9137003,0.00055415527,0.00069605873,0.001176635,0.00046577485,0.0055439067],"study_design_scores_gemma":[0.005884984,0.001627336,0.056537375,0.00075899565,0.00013758599,0.000019577024,0.679394,0.24204159,0.0016132344,0.0013956501,0.008657565,0.0019321195],"about_ca_topic_score_codex":0.0033750618,"about_ca_topic_score_gemma":0.013445227,"teacher_disagreement_score":0.24148744,"about_ca_system_score_codex":0.00017657169,"about_ca_system_score_gemma":0.0002615076,"threshold_uncertainty_score":0.9975664},"labels":[],"label_agreement":null},{"id":"W3035270920","doi":"","title":"Photovoice and House Meetings Within Participatory Action Research","year":2016,"lang":"en","type":"article","venue":"Scholar Commons (Santa Clara University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Radcliffe Institute for Advanced Study, Harvard University; Santa Clara University; Harvard University","keywords":"Photovoice; Action (physics); Participatory action research; Citizen journalism; Sociology; Public relations; Political science; Visual arts; Art; Anthropology; Law","score_opus":0.7624706817046727,"score_gpt":0.5990403263937338,"score_spread":0.16343035531093886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035270920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98168033,0.00011266632,0.00022714464,0.0010598481,0.00013958542,0.00033582145,0.00001016407,0.0002391792,0.016195243],"genre_scores_gemma":[0.99440366,0.00039367488,0.0006446915,0.000045184683,0.000093890005,0.000004868411,3.738601e-7,0.000027630273,0.004386039],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98904663,0.008387167,0.00018177391,0.0004740933,0.0010090955,0.0009012462],"domain_scores_gemma":[0.99660265,0.001761783,0.000091526446,0.00044923965,0.00038316927,0.0007116238],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013845943,0.00014321251,0.00020779815,0.00062526885,0.002737686,0.00018388168,0.00064931053,0.00022762142,0.00014413576],"category_scores_gemma":[0.0052782213,0.00013026354,0.0000635363,0.001366548,0.001788267,0.0015300608,0.0004064229,0.0009443521,0.00019973402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012745016,0.0006585592,0.49948126,0.00008577862,0.00023821226,0.00070019107,0.03715966,0.000003436389,0.27563503,0.14683694,0.008981822,0.028944595],"study_design_scores_gemma":[0.0012736318,0.00022775155,0.025826387,0.00016609239,0.000049930466,0.0000031790462,0.018875705,0.000030678297,0.02192189,0.0017653888,0.9294502,0.00040913033],"about_ca_topic_score_codex":0.0016021134,"about_ca_topic_score_gemma":0.0051390384,"teacher_disagreement_score":0.9204684,"about_ca_system_score_codex":0.0005869256,"about_ca_system_score_gemma":0.0005861317,"threshold_uncertainty_score":0.9985606},"labels":[],"label_agreement":null},{"id":"W3035469346","doi":"10.18357/mmd51202019628","title":"An arts-based, peer-mediated Story Board Narrative Method in research on identity, belonging and future aspirations of forced migrant youth","year":2020,"lang":"en","type":"article","venue":"Migration Mobility & Displacement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Narrative; Narrative inquiry; Participatory action research; Identity (music); The arts; Citizen journalism; Introspection; Focus group; Sociology; Meaning-making; Psychology; Pedagogy; Visual arts; Aesthetics; Political science; Art; Literature","score_opus":0.5606484993609798,"score_gpt":0.640544258139654,"score_spread":0.07989575877867416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035469346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96868736,0.00008213142,0.015725654,0.013773818,0.00006891136,0.0013427557,0.00006998562,0.000040775372,0.00020862996],"genre_scores_gemma":[0.99626315,0.000016867072,0.0029653693,0.0002646674,0.00013716507,0.00023322729,0.00006437967,0.000012880643,0.000042317428],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98888534,0.007401126,0.00047727802,0.00057925814,0.0021083949,0.00054860034],"domain_scores_gemma":[0.99740136,0.0010691255,0.00012991652,0.0003127254,0.00065489986,0.00043196438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020629983,0.0001607656,0.00030031303,0.00028865176,0.00075802515,0.00013054129,0.0002876172,0.00013435289,0.00013978781],"category_scores_gemma":[0.003288831,0.00015856922,0.00007014322,0.0011792477,0.00046886614,0.0006030582,0.00007006967,0.00052212493,0.0000073380033],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011999077,0.0015542576,0.06123515,0.00019952179,0.000056931345,0.000007553556,0.86112607,0.0044381036,0.04171781,0.023575293,0.00045323005,0.0044361567],"study_design_scores_gemma":[0.002646873,0.0034917104,0.11636661,0.00013116082,0.00005404106,7.623885e-8,0.7802047,0.06333266,0.015112735,0.00065141363,0.017433077,0.0005749108],"about_ca_topic_score_codex":0.0035892285,"about_ca_topic_score_gemma":0.054000262,"teacher_disagreement_score":0.08092135,"about_ca_system_score_codex":0.0003358403,"about_ca_system_score_gemma":0.0005967312,"threshold_uncertainty_score":0.9632618},"labels":[],"label_agreement":null},{"id":"W3035678836","doi":"10.36510/learnland.v13i1.1004","title":"Using Performative Art to Communicate Research: Dancing Experiences of Psychosis","year":2020,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Performative utterance; Amateur; Creativity; General partnership; The arts; Embodied cognition; Sociology; Space (punctuation); Field (mathematics); Citizen journalism; Aesthetics; Epistemology; Visual arts; Psychology; Political science; Art; Computer science; Social psychology; World Wide Web","score_opus":0.7998209474123964,"score_gpt":0.6613405194913857,"score_spread":0.13848042792101067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035678836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690166,0.00011364752,0.0015474618,0.0014732159,0.000051055667,0.00020852803,7.547963e-7,0.0000631004,0.027525619],"genre_scores_gemma":[0.99265164,0.00004582359,0.0067717223,0.00018916233,0.0001181972,0.00004314006,7.6303667e-7,0.000012190699,0.0001673814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99293023,0.0050551617,0.0002597729,0.00021674548,0.00096322375,0.0005748412],"domain_scores_gemma":[0.99763536,0.0014418602,0.0000911671,0.00017363513,0.0002539102,0.00040408908],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007775632,0.00008709023,0.0002292171,0.00014603525,0.0012402372,0.00009926454,0.00062226516,0.00006161785,0.00029698628],"category_scores_gemma":[0.009159187,0.00008053732,0.000053258867,0.0011551272,0.0003584684,0.00027683537,0.00026424482,0.0006871996,0.000118472104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007362356,0.000027130363,0.012488427,0.00002689075,0.00001736728,0.0000018452484,0.97491574,0.0011862351,0.0067881057,0.000594055,0.00097339466,0.0029071837],"study_design_scores_gemma":[0.0002196959,0.00042576835,0.00094920705,0.000154717,0.000007826,2.504557e-7,0.807546,0.018696124,0.007792733,0.00009269985,0.16391012,0.00020484673],"about_ca_topic_score_codex":0.0002627222,"about_ca_topic_score_gemma":0.000085957385,"teacher_disagreement_score":0.16736972,"about_ca_system_score_codex":0.000058546553,"about_ca_system_score_gemma":0.00015443514,"threshold_uncertainty_score":0.9991871},"labels":[],"label_agreement":null},{"id":"W3036273524","doi":"10.7939/r3-4qeq-fb18","title":"Social Actor Engagement in Municipal Decision-Making for Parks, Planning, and Civil Society in Edmonton, Alberta, Canada 1960-2010: Institutional Intersections","year":2020,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civil society; Public administration; Political science; Social engagement; Environmental planning; Urban planning; Sociology; Politics; Geography; Civil engineering; Law; Engineering","score_opus":0.194169630271631,"score_gpt":0.4316646239040245,"score_spread":0.2374949936323935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036273524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97847396,0.000056911493,0.000553464,0.00396663,0.00009515806,0.00032757976,0.00001539292,0.000011496475,0.0164994],"genre_scores_gemma":[0.99710166,0.000022824293,0.0020027265,0.00027786003,0.00006989099,0.0000019338365,0.000009310079,0.000007169044,0.000506594],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986022,0.00037916872,0.00016540002,0.0002462916,0.00028117592,0.00032573412],"domain_scores_gemma":[0.99734473,0.0023141897,0.00007326064,0.00006864944,0.00002318952,0.00017600402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040791288,0.00009555878,0.00019668815,0.00008075502,0.00053618744,0.000026716021,0.00032718608,0.00010153575,0.00031089733],"category_scores_gemma":[0.00090292987,0.00011959293,0.00007256808,0.00035768058,0.00039702453,0.00065038196,0.00020968805,0.00026235424,9.07249e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006655093,0.00020175293,0.2084415,0.000070350114,0.00009448346,0.00003339908,0.7122835,0.0004861655,0.000046682508,0.021174146,0.053693406,0.0028091292],"study_design_scores_gemma":[0.0024204613,0.00015514197,0.33438593,0.00041885287,0.000037713824,5.001828e-7,0.15276435,0.014425709,0.000047073154,0.001683958,0.49316308,0.000497223],"about_ca_topic_score_codex":0.62900287,"about_ca_topic_score_gemma":0.94204277,"teacher_disagreement_score":0.5595191,"about_ca_system_score_codex":0.000256383,"about_ca_system_score_gemma":0.0016952087,"threshold_uncertainty_score":0.48768583},"labels":[],"label_agreement":null},{"id":"W3036516570","doi":"10.25071/1929-8471.22","title":"Arts-based methodologies to explore Asian-Canadian youth identities in the Greater Toronto Area: Sharing some implementation experiences from the field","year":2020,"lang":"en","type":"article","venue":"INYI Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"The arts; Identity (music); Youth studies; Context (archaeology); Inclusion (mineral); Drama; Multiculturalism; Sociology; Mental health; Feeling; Positive Youth Development; Gender studies; Psychology; Pedagogy; Social psychology; Visual arts; Developmental psychology; Geography; Aesthetics; Psychotherapist","score_opus":0.8715282088816548,"score_gpt":0.6702486332257349,"score_spread":0.20127957565591992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036516570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96295476,0.00017588279,0.0018638432,0.03286172,0.00028228227,0.00025254654,0.000008950935,0.000016421971,0.0015835748],"genre_scores_gemma":[0.988452,0.000026718295,0.001621093,0.00916374,0.0006283777,0.00008590637,0.0000013639409,0.000006375383,0.000014432694],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996914,0.0014675624,0.00027291063,0.00018382586,0.0006549379,0.0005067151],"domain_scores_gemma":[0.9982841,0.0011160113,0.000075701944,0.00014321743,0.00006502401,0.00031593672],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044566183,0.00009874065,0.00013960694,0.00005120236,0.00081306207,0.0007136412,0.00095544045,0.000051190895,0.0016102914],"category_scores_gemma":[0.0035089958,0.00006041789,0.000069240974,0.00020650029,0.00012668676,0.00072504673,0.000066065426,0.0002777969,0.000013282184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029898067,0.0000033951685,0.021659508,0.0000011266038,0.000012180852,0.000025901234,0.96863616,0.000015774218,0.00010888693,0.00040730674,0.0017460625,0.0073537794],"study_design_scores_gemma":[0.00013595042,0.000096385505,0.022514433,0.000018659643,0.00000899598,3.813543e-7,0.9693933,0.000024957613,0.0008945737,0.0046038725,0.0022235168,0.000084972584],"about_ca_topic_score_codex":0.12819865,"about_ca_topic_score_gemma":0.28667846,"teacher_disagreement_score":0.15847982,"about_ca_system_score_codex":0.0002533056,"about_ca_system_score_gemma":0.00035869717,"threshold_uncertainty_score":0.9993024},"labels":[],"label_agreement":null},{"id":"W3036595088","doi":"","title":"Choking Lake Winnipeg: A Documentary Web Based Education Program","year":2009,"lang":"en","type":"article","venue":"EGUGA","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Choking; Medicine","score_opus":0.3272880437178417,"score_gpt":0.6340986984616,"score_spread":0.30681065474375835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036595088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7688537,0.00029773303,0.00019271662,0.014401672,0.00080818305,0.0019462019,0.0000054045518,0.0006173418,0.21287702],"genre_scores_gemma":[0.98523355,0.000010454275,0.010354028,0.0014861082,0.000521608,0.00019948096,0.000008434476,0.000008251792,0.0021780995],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978916,0.0007193176,0.00014465147,0.00020791353,0.0005674091,0.00046907648],"domain_scores_gemma":[0.9992758,0.00014218234,0.000048077778,0.00018756038,0.000086432774,0.0002599181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021011506,0.00008290843,0.000102891274,0.000096868935,0.00037318154,0.00014576178,0.00024969477,0.00006289844,0.0008878087],"category_scores_gemma":[0.00073735666,0.00008326367,0.0000549391,0.00047863234,0.00015516633,0.00029832684,0.000016152435,0.00015368567,0.00009868962],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024981087,0.0007753024,0.031817324,0.000009649383,0.000008676938,0.000008638266,0.0031966292,0.000005201375,0.0016847119,0.0057544773,0.012666513,0.94404787],"study_design_scores_gemma":[0.000229661,0.00015414198,0.028181564,0.000033731772,0.000008610018,2.7584994e-7,0.0006885561,0.0001314865,0.00058524223,0.0022021846,0.9676508,0.00013380469],"about_ca_topic_score_codex":0.00022341678,"about_ca_topic_score_gemma":0.0011751063,"teacher_disagreement_score":0.95498425,"about_ca_system_score_codex":0.00014916822,"about_ca_system_score_gemma":0.0012979609,"threshold_uncertainty_score":0.9720883},"labels":[],"label_agreement":null},{"id":"W3037148320","doi":"10.1177/1468794120934398","title":"Photovoice, emergency management and climate change: a comparative case-study approach","year":2020,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Photovoice; Context (archaeology); Indigenous; Focus group; Participatory action research; Sociology; Work (physics); Public relations; Community-based participatory research; Climate change; Environmental planning; Environmental resource management; Political science; Geography; Economic growth; Engineering","score_opus":0.9649627906532334,"score_gpt":0.7976799185037576,"score_spread":0.1672828721494758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037148320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9075865,0.00061603484,0.00048587954,0.0012285128,0.000050114442,0.0040381597,0.00003167386,0.00008942434,0.085873656],"genre_scores_gemma":[0.9941917,0.0004079472,0.0031038888,0.0000629124,0.0001942291,0.0015605333,0.0000023562798,0.000019695446,0.00045670217],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9665727,0.029092664,0.00037092523,0.00070412864,0.0020508827,0.0012087184],"domain_scores_gemma":[0.9964743,0.0018390001,0.000070866416,0.00023069991,0.00055920007,0.0008259023],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.027860705,0.00017490418,0.00036261353,0.00026134684,0.0016854766,0.00013504877,0.00039936294,0.000067212444,0.00026442163],"category_scores_gemma":[0.001460479,0.00016386682,0.00005464025,0.0021519251,0.0011432962,0.00038019216,0.00055849436,0.0006318471,0.00018531248],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011964755,0.00044186597,0.0033626324,0.00015153854,0.00009946344,0.00046553387,0.9664918,4.8092136e-7,0.000049050876,0.025367333,0.0010554978,0.0023951167],"study_design_scores_gemma":[0.0004932045,0.00066767493,0.0014393689,0.000012490086,0.000014165215,0.0000027540034,0.9888306,0.00075260014,0.000028765446,0.0007851534,0.0067860424,0.00018716439],"about_ca_topic_score_codex":0.004397834,"about_ca_topic_score_gemma":0.0009542368,"teacher_disagreement_score":0.08660519,"about_ca_system_score_codex":0.00013979798,"about_ca_system_score_gemma":0.00008985119,"threshold_uncertainty_score":0.9996142},"labels":[],"label_agreement":null},{"id":"W3037500426","doi":"10.4103/cs.cs_18_123","title":"Do We All Speak the Same Language When Talking Conservation? Caiçara Understandings of Conservation in their Landscape","year":2020,"lang":"en","type":"article","venue":"Conservation and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Indigenous; Seascape; Government (linguistics); General partnership; Sociology; Community-based conservation; Environmental resource management; Public relations; Political science; Environmental planning; Geography; Ecology","score_opus":0.45559829910202804,"score_gpt":0.5134329409547957,"score_spread":0.05783464185276771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037500426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83788145,0.00064530456,0.0013742794,0.157992,0.000053708416,0.00042202976,0.000016200382,0.000051535608,0.001563482],"genre_scores_gemma":[0.9836827,0.00069841516,0.00097284216,0.014338193,0.00007719058,0.000022219461,0.000011145643,0.000011800182,0.00018552414],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979378,0.0007810496,0.0003427866,0.00023561907,0.00041450307,0.0002882153],"domain_scores_gemma":[0.99802303,0.0013497004,0.00018403225,0.00014053601,0.00016779975,0.0001349062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003045157,0.00011857043,0.00021905267,0.00003257805,0.00032117227,0.0001244375,0.00021562343,0.00012505191,0.00015326397],"category_scores_gemma":[0.0014420019,0.00009627691,0.00008424173,0.00050810626,0.000695229,0.00031879387,0.0000712116,0.00023607687,0.0000034531522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059226702,0.000046024303,0.26586562,0.00010498896,0.00006809036,0.0000024656686,0.6361162,0.000006991599,0.0061371727,0.0671708,0.022720573,0.0017018364],"study_design_scores_gemma":[0.0021697711,0.00013091989,0.14064388,0.0002066197,0.000051088933,0.0000011320866,0.6314478,0.03559648,0.0013872993,0.018280823,0.16961497,0.0004692389],"about_ca_topic_score_codex":0.0029226472,"about_ca_topic_score_gemma":0.0020660914,"teacher_disagreement_score":0.14689441,"about_ca_system_score_codex":0.00009105819,"about_ca_system_score_gemma":0.00034356856,"threshold_uncertainty_score":0.4418188},"labels":[],"label_agreement":null},{"id":"W3040972805","doi":"10.1097/01.nep.0000000000000680","title":"Participatory Action Research and Photovoice: Applicability, Relevance, and Process in Nursing Education Research","year":2020,"lang":"en","type":"article","venue":"Nursing Education Perspectives","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Photovoice; Participatory action research; Relevance (law); Action research; Citizen journalism; Qualitative research; Medical education; Nursing; Data collection; Process (computing); Nurse education; Action (physics); Psychology; Nursing research; Participant observation; Sociology; Pedagogy; Medicine; Computer science; Social science; Political science","score_opus":0.7698306592598934,"score_gpt":0.7518973815313804,"score_spread":0.017933277728512942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040972805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485652,0.0021665934,0.000057984795,0.018207084,0.00021608699,0.0011298211,0.0000012476302,0.000065679385,0.02959031],"genre_scores_gemma":[0.9972149,0.00045793375,0.00077896373,0.000054446355,0.0006204238,0.0005148333,0.0000017241589,0.000023575883,0.00033319843],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99337125,0.0036773395,0.00025518157,0.0007858765,0.0011512703,0.00075908727],"domain_scores_gemma":[0.9965319,0.0013137542,0.000062409075,0.00022304693,0.0012891578,0.0005797387],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007931877,0.00012535015,0.0001908035,0.0005194909,0.0012535221,0.0002797889,0.00022337078,0.00015345367,0.000059214362],"category_scores_gemma":[0.009247022,0.00014401996,0.000019202438,0.0021875747,0.003984575,0.0007012766,0.00003252817,0.0009519982,0.000016808153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022735694,0.004335917,0.011139332,0.0001420517,0.000005820961,4.0251663e-7,0.74740016,0.0000029719492,0.008532285,0.061623152,0.001986856,0.16460371],"study_design_scores_gemma":[0.00019547419,0.00020761501,0.07179216,0.00057128456,0.0000066786847,0.0000015145289,0.81791246,0.00018891838,0.002325463,0.10335156,0.0032701297,0.00017671386],"about_ca_topic_score_codex":0.000599202,"about_ca_topic_score_gemma":0.0001609519,"teacher_disagreement_score":0.164427,"about_ca_system_score_codex":0.0017349239,"about_ca_system_score_gemma":0.0043435805,"threshold_uncertainty_score":0.99909854},"labels":[],"label_agreement":null},{"id":"W3042309786","doi":"10.1177/0886109920939051","title":"COVID-19 and Youth Living in Poverty: The Ethical Considerations of Moving From In-Person Interviews to a Photovoice Using Remote Methods","year":2020,"lang":"en","type":"article","venue":"Affilia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; York University","funders":"","keywords":"Photovoice; Sociology; Poverty; Public relations; Research ethics; Commit; Ethical issues; Engineering ethics; Political science; Law; Economic growth","score_opus":0.7612929062312124,"score_gpt":0.6468203901059885,"score_spread":0.11447251612522391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042309786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95996374,0.0002760938,0.022241276,0.015801871,0.00006537794,0.00052939804,0.000015177957,0.00002525175,0.001081795],"genre_scores_gemma":[0.9235516,0.000016970418,0.064383864,0.011977949,0.00004630342,0.000005454134,3.829965e-7,0.000008606358,0.0000088323495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991438,0.0073365346,0.000299582,0.00029461746,0.0003262666,0.00030503073],"domain_scores_gemma":[0.99220407,0.0070748576,0.000075322336,0.00015915169,0.0000496922,0.00043688487],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008795219,0.000091283844,0.00026339863,0.00008738488,0.00021192853,0.00007025203,0.00019403329,0.00013036343,0.00018219395],"category_scores_gemma":[0.09351144,0.000077398516,0.00004076425,0.0006310089,0.0002601093,0.00011606182,0.00017328157,0.0005186542,0.0000037017337],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004179276,0.000027408896,0.0076463786,0.000036952828,0.00001530329,0.000011556392,0.93186945,0.00025637785,0.053653054,0.0015530717,0.00018739325,0.0047012577],"study_design_scores_gemma":[0.0014042342,0.00033871186,0.04166695,0.0010334812,0.00011653964,0.0000024059868,0.67258805,0.25094658,0.012242171,0.009586829,0.009165407,0.0009086018],"about_ca_topic_score_codex":0.05468532,"about_ca_topic_score_gemma":0.025754763,"teacher_disagreement_score":0.25928137,"about_ca_system_score_codex":0.00019631509,"about_ca_system_score_gemma":0.00069741823,"threshold_uncertainty_score":0.9920227},"labels":[],"label_agreement":null},{"id":"W3043268118","doi":"10.38055/fs010104","title":"Enclothed Knowledge: The Fashion Show as a Method of Dissemination in Arts-Informed Research","year":2018,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Anonymity; Embodied cognition; The arts; Qualitative research; Research ethics; Sociology; Psychology; Public relations; Social psychology; Computer science; Political science; Social science; Law","score_opus":0.7812475835594884,"score_gpt":0.7432602835629597,"score_spread":0.03798729999652872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043268118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89606607,0.0005401397,0.001503362,0.0031357114,0.00039742427,0.0009355303,0.0000030782192,0.00005435686,0.097364314],"genre_scores_gemma":[0.99234426,0.0005666457,0.0018397791,0.000030244808,0.0002811082,0.00022293552,7.173869e-7,0.000011437868,0.0047028596],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9924633,0.0048656957,0.00039900816,0.0002872342,0.0013010269,0.00068371586],"domain_scores_gemma":[0.9876486,0.010301281,0.00011608473,0.0003135506,0.0015060548,0.00011445222],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.027721755,0.00011977592,0.00030080552,0.00036003927,0.0009882746,0.000056242152,0.0004926093,0.0001045061,0.00011387456],"category_scores_gemma":[0.04312855,0.00008241314,0.00006660048,0.0018789193,0.0022014286,0.00027785328,0.00031981838,0.00032874796,0.00018452665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001443405,0.0002800755,0.010879553,0.00010499361,0.00010343362,0.000004399765,0.6585984,0.0000010554165,0.012459221,0.16055211,0.011130137,0.14574227],"study_design_scores_gemma":[0.0006528044,0.0008209268,0.06685175,0.00040713043,0.000030178206,0.0000010015603,0.7880493,0.00029742735,0.020444714,0.011731128,0.11036738,0.00034626422],"about_ca_topic_score_codex":0.00018343845,"about_ca_topic_score_gemma":0.010261935,"teacher_disagreement_score":0.14882098,"about_ca_system_score_codex":0.000396985,"about_ca_system_score_gemma":0.0005530835,"threshold_uncertainty_score":0.9649316},"labels":[],"label_agreement":null},{"id":"W3043404646","doi":"10.1111/cgf.13980","title":"Structure and Empathy in Visual Data Storytelling: Evaluating their Influence on Attitude","year":2020,"lang":"en","type":"article","venue":"Computer Graphics Forum","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Storytelling; Empathy; Visualization; Narrative; Computer science; Psychology; Empirical research; Social psychology; Artificial intelligence","score_opus":0.5722748978192305,"score_gpt":0.5909452631265427,"score_spread":0.018670365307312253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043404646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99034125,0.00021563054,0.007318026,0.0015304968,0.00015175928,0.0003044831,0.000019691735,0.000063336534,0.00005535915],"genre_scores_gemma":[0.9948499,0.000059230766,0.002722088,0.0021184618,0.0002193317,0.000005168937,0.000009093805,0.00001454878,0.000002174311],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968605,0.0011443935,0.00024066043,0.000551923,0.00065150135,0.00055101106],"domain_scores_gemma":[0.998414,0.00073486887,0.00007685152,0.0003446942,0.0000912467,0.00033838305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025010519,0.00015229653,0.00021825712,0.00013141046,0.0003765915,0.00015555182,0.00084979244,0.00011557625,0.000012560014],"category_scores_gemma":[0.0011228798,0.00014077115,0.00003024429,0.0006577928,0.0004122092,0.0003860253,0.0006245849,0.0005122581,0.000005259787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025385362,0.00026562015,0.6306489,0.00015368247,0.000118191216,0.00007803423,0.11908235,0.0025946,0.0024601289,0.092232704,0.0012591135,0.15085278],"study_design_scores_gemma":[0.0008432778,0.0009713624,0.13337915,0.00014334645,0.000014843126,9.394056e-7,0.0026063034,0.8407729,0.00046115092,0.009603514,0.010675734,0.00052746176],"about_ca_topic_score_codex":0.0001305007,"about_ca_topic_score_gemma":0.00055882457,"teacher_disagreement_score":0.83817834,"about_ca_system_score_codex":0.000038784467,"about_ca_system_score_gemma":0.00022758986,"threshold_uncertainty_score":0.5740481},"labels":[],"label_agreement":null},{"id":"W3044769262","doi":"10.1002/jcop.22354","title":"Using photovoice to increase social inclusion of people with disabilities: Reflections on the benefits and challenges","year":2020,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation; Simon Fraser University; Spinal Cord Injury BC; GF Strong Rehabilitation Centre; International Collaboration On Repair Discoveries; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Inclusion (mineral); Focus group; Citizen journalism; Participatory action research; Psychology; Community-based participatory research; Photo elicitation; Medical education; Sociology; Social psychology; Medicine; Political science","score_opus":0.8638541896536437,"score_gpt":0.668947975296501,"score_spread":0.19490621435714273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044769262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9450329,0.0001716223,0.00015395712,0.049976613,0.000044996184,0.00012126165,0.0000034937498,0.0000054805446,0.004489669],"genre_scores_gemma":[0.9969225,0.00034467646,0.000737994,0.0018485374,0.00013345358,0.0000030722026,7.83432e-8,0.000006726164,0.0000029786574],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99263823,0.006508238,0.0002316773,0.000056320103,0.00038545395,0.00018008793],"domain_scores_gemma":[0.99637175,0.0028299848,0.00018558705,0.00015565485,0.0002547125,0.00020228642],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0051384824,0.00006701722,0.00022790396,0.00008026411,0.001563628,0.000015625428,0.0004388957,0.000065530316,0.00004539389],"category_scores_gemma":[0.004591031,0.00004618927,0.000042187014,0.00036414323,0.000498355,0.000099548044,0.00028267596,0.000665619,0.0000010021646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001277858,0.00049367273,0.0023639079,0.00003576855,0.00006494834,0.0000016142765,0.967616,0.00004946791,0.0076401606,0.011658264,0.0003022226,0.008496093],"study_design_scores_gemma":[0.0023174442,0.010795845,0.15303239,0.000303814,0.00014091804,0.000044572498,0.7505706,0.00006538817,0.001222316,0.015013568,0.066091634,0.00040151965],"about_ca_topic_score_codex":0.0013540352,"about_ca_topic_score_gemma":0.0046642055,"teacher_disagreement_score":0.21704543,"about_ca_system_score_codex":0.00006113761,"about_ca_system_score_gemma":0.00014017902,"threshold_uncertainty_score":0.9997362},"labels":[],"label_agreement":null},{"id":"W3045135489","doi":"10.1097/ans.0000000000000321","title":"Visual Elicitation","year":2020,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Photo elicitation; Operationalization; Qualitative research; Context (archaeology); Visual methods; Process (computing); Psychology; Qualitative property; Data collection; Computer science; Applied psychology; Knowledge management; Sociology; Cognitive science","score_opus":0.38694309772468005,"score_gpt":0.7027566827825567,"score_spread":0.3158135850578766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045135489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5669786,0.0015887693,0.028515374,0.009321505,0.0010129752,0.0004441831,0.0000010429428,0.00019945375,0.39193815],"genre_scores_gemma":[0.9912181,0.000091112466,0.008132374,0.00039294362,0.0001249726,0.000009079659,1.2962495e-7,0.000004239441,0.000027061675],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99769485,0.0003432242,0.00014787521,0.00031634863,0.00094552594,0.00055216346],"domain_scores_gemma":[0.99916,0.00030510995,0.000045542227,0.00007608213,0.000107996784,0.00030529202],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028077431,0.000058549333,0.0000915988,0.00012344445,0.0005355856,0.000097525095,0.0004625623,0.000025514657,0.000034750818],"category_scores_gemma":[0.0068823555,0.000061129926,0.000016687072,0.0024698956,0.0029212688,0.0018222204,0.000018381033,0.00013503637,0.000045034],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033417506,0.00008046662,0.006904319,0.000007686248,4.1305026e-7,0.000005275446,0.054392423,0.0004465614,0.019512257,0.26317933,0.00004141181,0.6553964],"study_design_scores_gemma":[0.0020669054,0.0015949602,0.090784796,0.0011424711,0.000020180989,0.0000025387533,0.11051284,0.10659384,0.06963509,0.35663992,0.25911903,0.001887426],"about_ca_topic_score_codex":0.000032042873,"about_ca_topic_score_gemma":0.000049185433,"teacher_disagreement_score":0.653509,"about_ca_system_score_codex":0.00027548036,"about_ca_system_score_gemma":0.000469005,"threshold_uncertainty_score":0.9997922},"labels":[],"label_agreement":null},{"id":"W3046987634","doi":"10.25071/1916-4467.40469","title":"Body Maps as Ecological, Affective, Relational and Decolonizing Method","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Gender studies; Girl; Transgender; Hegemony; Aesthetics; Psychology; Politics; Art; Developmental psychology","score_opus":0.38752285230959865,"score_gpt":0.5681148116566823,"score_spread":0.18059195934708366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046987634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6499407,0.0028963296,0.00064245367,0.32973683,0.0024475167,0.0017166757,0.0000895374,0.00003905739,0.012490895],"genre_scores_gemma":[0.99120915,0.00015982025,0.0055886135,0.0016720167,0.0005520447,0.00002483892,4.6709366e-7,0.000008858913,0.00078416965],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722636,0.0015048679,0.00026794616,0.00010969762,0.0005478536,0.0003432617],"domain_scores_gemma":[0.9956235,0.0024693848,0.00052483863,0.000037801557,0.00092099194,0.0004234776],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0067173764,0.00007669927,0.00024842413,0.000076734694,0.0015711101,0.000081505525,0.00019143641,0.000103655446,0.000020374866],"category_scores_gemma":[0.072578594,0.000055111726,0.00014425129,0.0003498098,0.00011926202,0.00020336018,0.000049225353,0.00027464682,0.000005417424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031658292,0.000076958364,0.6871435,0.00003903829,0.0013612588,0.000014760996,0.031211061,0.00016647922,0.00014871046,0.119042836,0.15894379,0.0018199539],"study_design_scores_gemma":[0.0011419189,0.0005229238,0.289822,0.000062128274,0.0003639887,0.0000045816882,0.01908297,0.0005363854,0.00010577042,0.041106977,0.64696926,0.00028110298],"about_ca_topic_score_codex":0.003641463,"about_ca_topic_score_gemma":0.11693948,"teacher_disagreement_score":0.48802546,"about_ca_system_score_codex":0.002360244,"about_ca_system_score_gemma":0.0011344518,"threshold_uncertainty_score":0.9997287},"labels":[],"label_agreement":null},{"id":"W3047213761","doi":"10.25071/1916-4467.40509","title":"To Know, To Love and To Heal: PhotoStory and Duo-Ethnography as Approaches to Enhancing Social Justice and Self-Actualization in High School Classrooms","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nipissing University; Brock University","funders":"","keywords":"Sociology; Habitus; Oppression; Dialogical self; Pedagogy; Power (physics); Critical pedagogy; Self-actualization; Transformative learning; Economic Justice; Experiential learning; Psychology; Social psychology; Politics; Social science; Cultural capital; Law","score_opus":0.3103661346377688,"score_gpt":0.4853422355248762,"score_spread":0.1749761008871074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047213761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8957205,0.0003609789,0.00017696527,0.10208966,0.00033489498,0.00097275607,0.000022843717,0.000009284921,0.00031214932],"genre_scores_gemma":[0.9915638,0.000095399126,0.0019621786,0.0056813927,0.00046835394,0.000036985493,2.6479313e-7,0.000013752422,0.00017787988],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.997875,0.00062305515,0.00033477647,0.00019997782,0.0005205004,0.00044673044],"domain_scores_gemma":[0.99772036,0.00044524472,0.00021853948,0.00004442046,0.00042010075,0.0011513152],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0035761583,0.00011844122,0.00032433082,0.0003257522,0.0007650013,0.0001495587,0.0001583725,0.00009037021,0.000004075287],"category_scores_gemma":[0.018807571,0.00010380487,0.00005212046,0.0009964118,0.000047808677,0.00019300843,0.000096563585,0.0001971829,0.0000053629033],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013299732,0.000096238946,0.19223842,0.00024532003,0.0004888817,0.000007634132,0.68893486,0.00024969256,0.0008017279,0.0052569574,0.108590044,0.0029572279],"study_design_scores_gemma":[0.0016816228,0.0014703496,0.33266693,0.00036773423,0.0005409695,0.000002374865,0.29843733,0.00021751122,0.0004619588,0.0018638053,0.36147514,0.00081430026],"about_ca_topic_score_codex":0.0074363844,"about_ca_topic_score_gemma":0.3394368,"teacher_disagreement_score":0.39049754,"about_ca_system_score_codex":0.0018763525,"about_ca_system_score_gemma":0.0005805181,"threshold_uncertainty_score":0.99917316},"labels":[],"label_agreement":null},{"id":"W3047263756","doi":"10.25071/1916-4467.40559","title":"High Heels, Empty Bottles and Other Interesting Pedagogical Artefacts Mediating Social Movement Learning","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Sociology; The arts; Transformative learning; Performative utterance; Agency (philosophy); Citizen journalism; Social movement; Social learning; Social transformation; Politics; Aesthetics; Social change; Psychology; Social psychology; Visual arts; Pedagogy; Social science; Political science","score_opus":0.6441311630275081,"score_gpt":0.5865513814595255,"score_spread":0.0575797815679826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047263756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93284684,0.00048918475,0.00005485944,0.06482681,0.00071195693,0.00031855257,0.000023470337,0.000018516886,0.0007097823],"genre_scores_gemma":[0.99657166,0.00003881982,0.00042715372,0.0014261879,0.0011969195,0.000008887295,2.7145265e-7,0.000010425867,0.00031964981],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973589,0.0010264606,0.0003728504,0.00011342654,0.00069129094,0.00043707114],"domain_scores_gemma":[0.99740875,0.0008684999,0.00074804726,0.000028346294,0.0005851656,0.00036117123],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004814313,0.00009711904,0.00028849667,0.00006239017,0.0019564624,0.0001366816,0.00020827327,0.000083894316,0.000014495811],"category_scores_gemma":[0.040593587,0.00007120933,0.00013448429,0.00023295805,0.00013354668,0.00015250384,0.000067353656,0.00039020987,0.0000020306632],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014337544,0.000032292905,0.8033923,0.00005020139,0.0006014916,0.000005813312,0.1610364,0.00014702146,0.00020134663,0.014244642,0.017153384,0.0031207404],"study_design_scores_gemma":[0.0026249834,0.0005897483,0.21183668,0.00029886776,0.00047242473,0.0000018770781,0.3616314,0.0011644348,0.00035435826,0.012778903,0.4074912,0.00075512996],"about_ca_topic_score_codex":0.008571192,"about_ca_topic_score_gemma":0.11862375,"teacher_disagreement_score":0.59155566,"about_ca_system_score_codex":0.0015137561,"about_ca_system_score_gemma":0.00055101037,"threshold_uncertainty_score":0.99934286},"labels":[],"label_agreement":null},{"id":"W3047586598","doi":"10.25071/1916-4467.40459","title":"Metaphysics of Presence and Difference: A Comparison of the Belief Systems Inherent in the Methodologies of Arts Based Research and A/r/tography","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"The arts; Metaphysics; Epistemology; Field (mathematics); Sociology; Creativity; Philosophy; Psychology; Social psychology; Visual arts; Art; Mathematics","score_opus":0.8599156214692548,"score_gpt":0.660324181688699,"score_spread":0.19959143978055582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047586598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825126,0.0035477206,0.0000425749,0.012798645,0.00021340755,0.0007042159,0.000037554637,0.0000013095906,0.00014196563],"genre_scores_gemma":[0.9994605,0.00016591404,0.0002567993,0.000034562046,0.00004387651,0.00001865706,7.4659226e-8,0.0000028975003,0.000016727785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99368143,0.0043648835,0.00049018214,0.00008890831,0.0011108904,0.0002637082],"domain_scores_gemma":[0.9909482,0.0066129807,0.000928731,0.00010590038,0.0013041589,0.000100019904],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013438619,0.00006991805,0.00043986927,0.0001338269,0.00042697816,0.00003867762,0.00048707818,0.00006056322,5.8176096e-7],"category_scores_gemma":[0.032065388,0.000035500387,0.00012248759,0.0009855188,0.0007616735,0.00007169045,0.00008374391,0.00032155096,2.2663546e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017800074,0.000055022825,0.94791245,0.00015850543,0.00021513893,2.1593716e-7,0.04200921,0.00011212616,0.0002895639,0.006724569,0.0022320086,0.00027336998],"study_design_scores_gemma":[0.0007072157,0.0006331883,0.8002045,0.00057240087,0.00019140574,2.578614e-7,0.17870231,0.0012817516,0.0016002654,0.013235146,0.0027501315,0.00012140298],"about_ca_topic_score_codex":0.0155960405,"about_ca_topic_score_gemma":0.08917451,"teacher_disagreement_score":0.14770795,"about_ca_system_score_codex":0.00022632924,"about_ca_system_score_gemma":0.0005251149,"threshold_uncertainty_score":0.99095917},"labels":[],"label_agreement":null},{"id":"W3047608647","doi":"10.25071/1916-4467.40556","title":"Recycling Stories: Community Art and Deliberative Democracy Opening Spaces for Civic Engagement","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Victoria; University of Manitoba","funders":"","keywords":"Civic engagement; The arts; Citizen journalism; Context (archaeology); Democracy; Public engagement; Sociology; Participatory action research; Participatory democracy; Space (punctuation); Community engagement; Public space; Action (physics); Deliberative democracy; Public relations; Media studies; Political science; Visual arts; Art; Politics; Geography; Law; Engineering","score_opus":0.5918107663132581,"score_gpt":0.5861917637794584,"score_spread":0.005619002533799766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047608647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7895233,0.0017936284,0.0012112563,0.20108964,0.0019401871,0.0020441767,0.000099635254,0.000024614537,0.0022735288],"genre_scores_gemma":[0.9941142,0.00020729218,0.0031458726,0.0010773108,0.00049198116,0.000028739974,7.9749844e-7,0.0000109924895,0.00092282257],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966027,0.0021941331,0.00032203685,0.00008169285,0.000438059,0.00036138413],"domain_scores_gemma":[0.9945116,0.0031259598,0.00063993735,0.00005976635,0.0013177891,0.0003449443],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011840345,0.00008902811,0.00028731456,0.00006561605,0.004626372,0.00019198259,0.00028912057,0.000058719896,0.000004605654],"category_scores_gemma":[0.06378605,0.00006784312,0.00012880852,0.00026643643,0.00012572833,0.0003062129,0.00007120044,0.0004197567,0.0000010461677],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056344372,0.00006362077,0.19804105,0.00014091903,0.0016314315,0.000002346558,0.5504018,0.00021774539,0.00012902079,0.010735196,0.23584329,0.0027372544],"study_design_scores_gemma":[0.0012547018,0.0004455376,0.010781806,0.00019297721,0.00031605514,5.6709484e-7,0.3524448,0.00058348436,0.00017760442,0.011225081,0.6223024,0.00027499362],"about_ca_topic_score_codex":0.0061981226,"about_ca_topic_score_gemma":0.32744837,"teacher_disagreement_score":0.3864591,"about_ca_system_score_codex":0.001997894,"about_ca_system_score_gemma":0.0008328666,"threshold_uncertainty_score":0.9966695},"labels":[],"label_agreement":null},{"id":"W3048685360","doi":"10.1136/bmjopen-2019-036522","title":"Youth participatory research evidence to inform health policy: a systematic review protocol","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; University of Toronto","funders":"","keywords":"Participatory action research; Medicine; Public relations; Community-based participatory research; Citizen journalism; Systematic review; Dissemination; Critical appraisal; Health policy; Information Dissemination; Youth participation; Research ethics; Evidence-based practice; Medical education; Public health; MEDLINE; Political science; Sociology; Nursing; Alternative medicine","score_opus":0.9810980949936038,"score_gpt":0.8548101225640536,"score_spread":0.12628797242955014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048685360","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.7749217e-9,0.48100886,0.000010697282,0.005541529,0.00003692916,0.5080533,0.000029932324,0.000053020638,0.0052657058],"genre_scores_gemma":[7.324675e-8,0.4804922,0.00027032476,0.0016107241,0.00027707836,0.51589483,0.0000030565493,0.000048374473,0.0014033177],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.91695464,0.06874492,0.0038006904,0.0012992754,0.006281164,0.0029193219],"domain_scores_gemma":[0.988059,0.0045655426,0.0013256356,0.0021434026,0.0008201133,0.0030863057],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1670553,0.00054413377,0.0059050783,0.00057400204,0.0015372167,0.00119222,0.0069223247,0.00029656137,0.000294971],"category_scores_gemma":[0.20236926,0.00041291126,0.0005068778,0.007734227,0.0005036494,0.0008156828,0.0041989344,0.0012119394,0.004145114],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022785947,0.000041694504,5.5731874e-7,0.87660426,0.00006861281,0.000020604964,0.010557592,2.5973877e-8,6.4874e-9,0.003428519,0.010729792,0.098525524],"study_design_scores_gemma":[0.00004680528,0.00021892988,1.402129e-7,0.47529423,0.00010224939,0.000001194602,0.00069552066,6.117496e-7,4.6649408e-8,0.0000420882,0.5233689,0.00022928679],"about_ca_topic_score_codex":0.007708362,"about_ca_topic_score_gemma":0.0015749399,"teacher_disagreement_score":0.5126391,"about_ca_system_score_codex":0.0036487253,"about_ca_system_score_gemma":0.06429037,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null},{"id":"W3082081407","doi":"10.17742/image.in.11.2.5","title":"Conversations on Art-Science Collaboration and Vaccine Hesitancy","year":2020,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norwegian Institute of Public Health","keywords":"Public relations; Political science","score_opus":0.4210421661852792,"score_gpt":0.6730120919440926,"score_spread":0.25196992575881344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082081407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7490603,0.0023781953,0.0015691101,0.18022408,0.00065796816,0.0004984594,0.000039162376,0.000071442046,0.065501325],"genre_scores_gemma":[0.99221176,0.0006072743,0.0061023496,0.00045428373,0.0002605159,0.0000075982102,6.6080446e-7,0.0000058151886,0.0003497432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802047,0.00029436292,0.00037013082,0.00017619917,0.00085320306,0.00028562095],"domain_scores_gemma":[0.9823154,0.0004564112,0.0002734849,0.00007369071,0.016595235,0.00028577208],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0019700672,0.00011034151,0.00023120713,0.00015130838,0.0015324542,0.0018060793,0.00025872132,0.000023354081,0.000058712358],"category_scores_gemma":[0.03485501,0.00008463185,0.00005037526,0.0011441387,0.0056002904,0.011252392,0.000068694426,0.00021388601,0.000032223037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028243737,0.00028122848,0.034750547,0.00009254751,0.00034140653,0.00011339498,0.20372483,0.00009206035,0.16275549,0.5359699,0.05135547,0.010240644],"study_design_scores_gemma":[0.0061244816,0.0020809094,0.27144632,0.00028625326,0.00033158984,0.000045567936,0.2347731,0.0008873974,0.05952554,0.04782304,0.3755213,0.00115451],"about_ca_topic_score_codex":0.000008262571,"about_ca_topic_score_gemma":0.000035298803,"teacher_disagreement_score":0.4881469,"about_ca_system_score_codex":0.00020685719,"about_ca_system_score_gemma":0.00043644497,"threshold_uncertainty_score":0.9997674},"labels":[],"label_agreement":null},{"id":"W3082387608","doi":"10.17742/image.in.11.2.13","title":"Learning from the Role of Art in Political Advocacy on HIV/AIDS","year":2020,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Politics; Political science; Sociology; Psychology; Medicine; Virology; Law","score_opus":0.34532642634745314,"score_gpt":0.6289427532822452,"score_spread":0.2836163269347921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082387608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89283544,0.0016338251,0.00020097227,0.04526201,0.00013195963,0.00017516444,0.000014418784,0.000020374566,0.059725836],"genre_scores_gemma":[0.99639094,0.0001485341,0.0025960363,0.00026201,0.00035943813,0.000006222579,0.0000010476676,0.0000075561616,0.0002282319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9970832,0.0010948137,0.000499186,0.00013584066,0.0007958927,0.00039110368],"domain_scores_gemma":[0.9930574,0.0019828712,0.00025148707,0.000079480196,0.0044425325,0.00018618908],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0018372133,0.00011527884,0.00032005124,0.00007281777,0.0005001209,0.0004966333,0.00040818017,0.000032355572,0.00007355054],"category_scores_gemma":[0.05190151,0.000072822026,0.00014045394,0.00047801813,0.005164143,0.0027776167,0.000108408494,0.00059596717,0.000037795377],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002808183,0.00033671968,0.27949545,0.00002704701,0.00038967805,0.00009866762,0.20786886,0.0002590148,0.043352757,0.45054683,0.0045792367,0.01276491],"study_design_scores_gemma":[0.0025781326,0.0010361727,0.15681855,0.00035865483,0.00014463268,0.000008674488,0.493095,0.0005864528,0.033193965,0.10888551,0.20281728,0.00047697898],"about_ca_topic_score_codex":0.00010818677,"about_ca_topic_score_gemma":0.000032330263,"teacher_disagreement_score":0.34166133,"about_ca_system_score_codex":0.00017227799,"about_ca_system_score_gemma":0.00024087228,"threshold_uncertainty_score":0.9975432},"labels":[],"label_agreement":null},{"id":"W3082942862","doi":"10.1386/jem_00013_1","title":"Reimagining Attawapiskat: Indigenous youth voices, community engagement and mixed-media storytelling","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Media","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Victoria","funders":"","keywords":"Storytelling; Indigenous; Mainstream; Sociology; Context (archaeology); Media studies; Narrative; Digital storytelling; Public relations; Community engagement; Gender studies; Political science; History; Art; Pedagogy","score_opus":0.4922746003715962,"score_gpt":0.484820166714244,"score_spread":0.007454433657352211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082942862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967284,0.0013309238,0.00033817661,0.00051906455,0.000454236,0.00014230242,0.000028170844,0.000014571737,0.00044413682],"genre_scores_gemma":[0.9949049,0.0011430875,0.002887926,0.00029648308,0.000732464,0.0000021672472,0.0000031710877,0.00001938026,0.00001046203],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99421436,0.003639705,0.000454492,0.00013704605,0.0011178988,0.00043647585],"domain_scores_gemma":[0.99692786,0.0016819627,0.00034691137,0.00012979073,0.000020203839,0.0008932654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007353441,0.00014362026,0.000305764,0.00009381011,0.00073799683,0.00007307256,0.0004657254,0.00008149797,0.00017970733],"category_scores_gemma":[0.002707996,0.00012373878,0.00008043703,0.00013252783,0.0007441458,0.0004006723,0.0002087255,0.001522037,0.000028652772],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087082044,0.00021938646,0.068338245,0.000022824493,0.00007421448,0.00008919859,0.8638316,0.000024805351,0.00537225,0.000030132509,0.00012547761,0.0617848],"study_design_scores_gemma":[0.0017507733,0.0008567277,0.25568724,0.00014800711,0.00020927176,0.0000125531,0.69670105,0.00008554465,0.0042992113,0.0004080085,0.03932656,0.0005150357],"about_ca_topic_score_codex":0.00014697449,"about_ca_topic_score_gemma":0.0000847553,"teacher_disagreement_score":0.18734899,"about_ca_system_score_codex":0.00027592664,"about_ca_system_score_gemma":0.00017494723,"threshold_uncertainty_score":0.6612578},"labels":[],"label_agreement":null},{"id":"W3083180129","doi":"10.33524/cjar.v20i3.486","title":"The Roles and Responsibilities of Action Research Networks in Times of Crisis: Lessons from the Action Research Network of the Americas","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Solidarity; Democracy; Participatory action research; Democratization; Action research; Action (physics); Citizen journalism; Work (physics); Sociology; Ethos; Political science; Public relations; Law; Pedagogy; Engineering","score_opus":0.8506557956874651,"score_gpt":0.6944217038927613,"score_spread":0.15623409179470382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083180129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8735586,0.0029735754,0.000046881432,0.12098673,0.0002745318,0.000774638,0.00001885754,0.0000042276138,0.0013619568],"genre_scores_gemma":[0.9959669,0.002736452,0.000049277856,0.00005894706,0.00073993404,0.000026682945,4.5184447e-7,0.00001910084,0.00040224477],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9486291,0.045060072,0.00079536426,0.00027313232,0.003886518,0.0013558399],"domain_scores_gemma":[0.9702592,0.024620404,0.00040699707,0.0006281616,0.0034915921,0.0005936268],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09588197,0.00011958785,0.00034746734,0.00039904346,0.0040347083,0.0002909415,0.0017872236,0.00019454141,0.00017913486],"category_scores_gemma":[0.029588006,0.00006500934,0.00014155854,0.0043253666,0.0074195163,0.00035453192,0.0002812196,0.0039002413,0.0000036007486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013658498,0.00034211107,0.10028455,0.0002565969,0.0010141953,0.00005924707,0.3209101,0.018684795,0.024775075,0.07922887,0.2292678,0.21151817],"study_design_scores_gemma":[0.000748091,0.001272554,0.15961495,0.0005785333,0.00004773326,0.000007641383,0.6790198,0.0046173153,0.011569834,0.050206766,0.092111625,0.0002051677],"about_ca_topic_score_codex":0.21037187,"about_ca_topic_score_gemma":0.56904393,"teacher_disagreement_score":0.3586721,"about_ca_system_score_codex":0.0008188953,"about_ca_system_score_gemma":0.007841658,"threshold_uncertainty_score":0.9983978},"labels":[],"label_agreement":null},{"id":"W3084056308","doi":"10.1111/hex.13123","title":"INNOVATE Research: Impact of a workshop to develop researcher capacity to engage youth in research","year":2020,"lang":"en","type":"article","venue":"Health Expectations","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of British Columbia; McGill University; Douglas Mental Health University Institute; Douglas College; Dalhousie University; University of Toronto; Centre for Addiction and Mental Health","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intervention (counseling); Psychological intervention; Youth engagement; Capacity building; Positive Youth Development; Medical education; Psychology; Work (physics); Public relations; Medicine; Political science; Engineering; Developmental psychology; Psychiatry","score_opus":0.980248865686224,"score_gpt":0.7955980932036902,"score_spread":0.1846507724825338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084056308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94852924,0.00014838626,0.00072633184,0.04365766,0.000044046752,0.002379415,0.00008104448,0.000060735623,0.0043731355],"genre_scores_gemma":[0.9862426,0.000027286955,0.012474184,0.00041260704,0.0001451728,0.00049684313,0.0000059198637,0.000031812175,0.00016360672],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96600264,0.02601366,0.0008504088,0.0007108432,0.003717621,0.0027048471],"domain_scores_gemma":[0.9870442,0.0060101165,0.00007428225,0.00044479908,0.0038413235,0.0025852837],"candidate_categories":["metaresearch","bibliometrics","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038332354,0.00013850667,0.00039482568,0.0018601612,0.0014503282,0.00012765962,0.0008884746,0.00013339997,0.00022775432],"category_scores_gemma":[0.16931035,0.00013985357,0.000056849356,0.02825164,0.0007183527,0.0002596316,0.0004356047,0.002053597,0.00035180396],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023500319,0.00017989444,0.0039841854,0.000057605586,0.00001371615,0.000008556578,0.9726628,0.000120315985,0.001755357,0.009497974,0.008882645,0.0026019453],"study_design_scores_gemma":[0.00065628823,0.0016331648,0.064160496,0.0003018689,0.0000018661518,1.5820038e-7,0.9225184,0.00024538633,0.001174774,0.0025113823,0.0064659426,0.00033030208],"about_ca_topic_score_codex":0.03332764,"about_ca_topic_score_gemma":0.021127228,"teacher_disagreement_score":0.13097799,"about_ca_system_score_codex":0.0021645871,"about_ca_system_score_gemma":0.010182473,"threshold_uncertainty_score":0.9998497},"labels":[],"label_agreement":null},{"id":"W3086632400","doi":"10.1177/0886109920954424","title":"Collaboration for Improving Social Work Practice: The Promise of Feminist Participatory Action Research","year":2020,"lang":"en","type":"article","venue":"Affilia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Participatory action research; Reflexivity; Oppression; Sociology; Citizen journalism; Face (sociological concept); Engineering ethics; Action research; Action (physics); Public relations; Social work; Power (physics); Political science; Social science; Pedagogy; Law; Engineering; Politics","score_opus":0.8559526464744527,"score_gpt":0.717468163228254,"score_spread":0.13848448324619866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086632400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87572235,0.00023342736,0.001545191,0.103623495,0.00056415825,0.004176262,0.000038902937,0.0001513338,0.013944895],"genre_scores_gemma":[0.9966774,0.0000066495695,0.0015200515,0.00024215927,0.00070460583,0.0004593959,0.0000021953515,0.000015439915,0.00037210822],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99419224,0.0037321304,0.0002692307,0.00024897885,0.0010267507,0.00053065066],"domain_scores_gemma":[0.99538904,0.003156095,0.00017490362,0.00014970025,0.0009328772,0.00019735673],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013796237,0.00007515684,0.00014805717,0.00004169179,0.0017934428,0.00015688819,0.0003308518,0.00011496964,0.0000801692],"category_scores_gemma":[0.037537068,0.00006339853,0.00005829565,0.0016042489,0.00084063335,0.0003714036,0.000080161466,0.00031188328,0.000029937255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039015366,0.00054870686,0.0025833915,0.00038049853,0.0001249448,0.0000070136352,0.6324737,0.000031757336,0.076318294,0.0933042,0.10221069,0.088115245],"study_design_scores_gemma":[0.00067552936,0.00052165164,0.0016161234,0.000017503418,0.00006806312,1.068634e-7,0.21507458,0.0011039363,0.020169713,0.0010068439,0.7595553,0.00019064383],"about_ca_topic_score_codex":0.00014705354,"about_ca_topic_score_gemma":0.0002494464,"teacher_disagreement_score":0.6573446,"about_ca_system_score_codex":0.00017927276,"about_ca_system_score_gemma":0.0013870813,"threshold_uncertainty_score":0.9995061},"labels":[],"label_agreement":null},{"id":"W3087471729","doi":"10.1177/1609406920945891","title":"Bringing People Back to the Future: The Role of Hermeneutic Temporality in Participatory Research","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé","keywords":"Temporality; Hermeneutics; Participatory action research; Citizen journalism; Sociology; Situated; Epistemology; Engineering ethics; Political science; Engineering; Computer science; Philosophy; Anthropology","score_opus":0.9572727814996673,"score_gpt":0.8027970954881185,"score_spread":0.15447568601154882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087471729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83117694,0.0015664739,0.023548545,0.13657936,0.00093793526,0.00060263893,0.000015354539,0.000009443119,0.0055632945],"genre_scores_gemma":[0.96979034,0.000058226946,0.02852217,0.0006616869,0.0008688587,0.000022827018,2.377344e-7,0.000011382986,0.000064291504],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92729753,0.06840821,0.0009784716,0.0002122288,0.0026022058,0.0005013226],"domain_scores_gemma":[0.98567754,0.011743245,0.00038735193,0.00016961464,0.0017210968,0.00030114426],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12041284,0.00009964733,0.00030771174,0.00021853176,0.00021611448,0.00009580186,0.0015990876,0.000054531727,0.00024426958],"category_scores_gemma":[0.02504856,0.0000628775,0.00015076924,0.0012319139,0.00062295166,0.00026789398,0.0002619674,0.0007796636,0.000025828294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039282942,0.00012014854,0.009337459,0.000013708595,0.00014944175,0.0000101791975,0.88845384,0.00030105762,0.007294349,0.046603106,0.0007322789,0.046591595],"study_design_scores_gemma":[0.00050141284,0.00035124883,0.02960713,0.000109900364,0.000017936196,0.0000026183973,0.70082736,0.0013058835,0.013926739,0.051773246,0.20141566,0.0001608969],"about_ca_topic_score_codex":0.0009696479,"about_ca_topic_score_gemma":0.0010514441,"teacher_disagreement_score":0.20068337,"about_ca_system_score_codex":0.00028826782,"about_ca_system_score_gemma":0.0007347981,"threshold_uncertainty_score":0.9831639},"labels":[],"label_agreement":null},{"id":"W3087536037","doi":"10.1136/medhum-2020-011845","title":"The rationales for and challenges with employing arts-based health services research (ABHSR): a qualitative systematic review of primary studies","year":2020,"lang":"en","type":"review","venue":"Medical Humanities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University; University of Toronto","funders":"","keywords":"Qualitative research; Photovoice; The arts; Sociology; CLARITY; Health services research; Focus group; Citizen journalism; Thematic analysis; Health care; Participatory action research; Public relations; Medical education; Psychology; Medicine; Social science; Nursing; Public health; Computer science; Political science","score_opus":0.9567754510301528,"score_gpt":0.7791262383627819,"score_spread":0.17764921266737088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087536037","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.398567e-7,0.990081,0.00004885515,0.004592305,0.000047124846,0.0046198014,0.00003824147,0.000031910877,0.0005401266],"genre_scores_gemma":[0.0000015036695,0.99477935,0.0003114805,0.0006241234,0.00019712691,0.003890438,0.000017154598,0.000029897206,0.00014892919],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9734991,0.021009449,0.001145588,0.00037124436,0.0033995726,0.00057501736],"domain_scores_gemma":[0.94572777,0.05202654,0.000670716,0.0002640047,0.0010376768,0.0002733204],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.058227852,0.00025513754,0.0028342197,0.00014036143,0.0017199743,0.00009493968,0.00070875796,0.000113625996,0.00001012607],"category_scores_gemma":[0.015383073,0.0001360393,0.00017886411,0.00030976025,0.0038905612,0.00010713556,0.0001676724,0.00049863907,0.00000363754],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008194948,0.000021446864,5.3529643e-8,0.8445894,0.00025309908,0.0000029012372,0.059701826,1.7877455e-9,1.6935635e-9,0.04818059,0.00009639333,0.047146097],"study_design_scores_gemma":[0.00005607761,0.00022302223,1.0319188e-7,0.50749207,0.00014014654,4.0859754e-7,0.0786685,0.0000010543549,3.366612e-8,0.00065419776,0.41268867,0.00007571972],"about_ca_topic_score_codex":0.000095505246,"about_ca_topic_score_gemma":0.0021549878,"teacher_disagreement_score":0.41259226,"about_ca_system_score_codex":0.000401869,"about_ca_system_score_gemma":0.0058067525,"threshold_uncertainty_score":0.9998294},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3088188489","doi":"10.1177/1609406920958974","title":"Creating Space for Youth Voice: Implications of Youth Disclosure Experiences for Youth-Centered Research","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Manitoba Health Research Council","keywords":"Terminology; Agency (philosophy); Context (archaeology); Youth studies; Autonomy; Public relations; Phrase; Space (punctuation); Positive Youth Development; Sociology; Psychology; Political science; Gender studies; Developmental psychology; Linguistics","score_opus":0.9706321923969526,"score_gpt":0.8132030750729309,"score_spread":0.15742911732402176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088188489","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2644914,0.00032284026,0.72209,0.0094984565,0.00053321646,0.00072877476,0.000754848,0.000015588967,0.0015648651],"genre_scores_gemma":[0.69601774,0.00003356528,0.30288878,0.00009725406,0.0007506841,0.00008741973,0.000014033719,0.000019685891,0.00009082828],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98222727,0.014089145,0.0011241133,0.00032508522,0.0016984348,0.00053594395],"domain_scores_gemma":[0.9766878,0.015701111,0.0009710053,0.00014563338,0.0060587474,0.0004357195],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.048330743,0.0001587976,0.0004921831,0.00033517455,0.00047593753,0.0001595411,0.0013177643,0.00010384836,0.00004728534],"category_scores_gemma":[0.08081091,0.00013719553,0.000386364,0.00060995703,0.0010572739,0.00052233547,0.00013968129,0.00038930154,0.000001479627],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074927195,0.0001368478,0.00052887294,0.000028542045,0.00024170696,6.8210176e-7,0.95710737,0.000017910552,0.0055371593,0.02928183,0.00016738474,0.0062024463],"study_design_scores_gemma":[0.0009835254,0.00074509444,0.00023727118,0.00013394158,0.00006140529,4.5827673e-7,0.9694542,0.00019052844,0.011340114,0.0143097425,0.0024042958,0.00013941256],"about_ca_topic_score_codex":0.0002367578,"about_ca_topic_score_gemma":0.000029563776,"teacher_disagreement_score":0.43152633,"about_ca_system_score_codex":0.00026250785,"about_ca_system_score_gemma":0.0008721018,"threshold_uncertainty_score":0.97994375},"labels":[],"label_agreement":null},{"id":"W3090973325","doi":"10.18432/ari29498","title":"SELF-REPRESENTATION IN PARTICIPATORY VIDEO RESEARCH","year":2020,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian National Commission for UNESCO","keywords":"Citizen journalism; Scope (computer science); Participatory GIS; Participatory action research; Politics; Sociology; Digital video; Key (lock); Public relations; Representation (politics); Political science; Multimedia; Computer science; World Wide Web; Frame (networking)","score_opus":0.8769476787794844,"score_gpt":0.7275033530925287,"score_spread":0.14944432568695576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090973325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7813696,0.00032706323,0.00139356,0.12043238,0.00071274175,0.0010406234,0.000016057551,0.00013232678,0.09457565],"genre_scores_gemma":[0.9936678,0.00071759557,0.002224411,0.00021527195,0.0018945847,0.0002009815,0.000006674423,0.00003987984,0.0010328459],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9765002,0.01321964,0.000849825,0.0006720067,0.0067417445,0.0020165418],"domain_scores_gemma":[0.99270934,0.0033637942,0.00009659315,0.00025752952,0.001900911,0.0016718605],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.039025176,0.00018898502,0.00031151972,0.0012282407,0.0020546815,0.0007162081,0.0019029815,0.00018416342,0.0026908193],"category_scores_gemma":[0.007507713,0.0001899484,0.00018520144,0.0027842226,0.0014039332,0.0016811397,0.00040258485,0.0034561947,0.0013807629],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023428856,0.0025052514,0.072276,0.00010380832,0.00036895365,0.0028663226,0.7731283,0.0009046753,0.008117459,0.07044924,0.055573482,0.011363666],"study_design_scores_gemma":[0.005593817,0.0020397685,0.05782748,0.00037931412,0.00003022802,0.000073974996,0.18965057,0.033064846,0.0032286209,0.109260246,0.5978795,0.0009715996],"about_ca_topic_score_codex":0.00013965461,"about_ca_topic_score_gemma":0.0010448656,"teacher_disagreement_score":0.5834777,"about_ca_system_score_codex":0.0011167638,"about_ca_system_score_gemma":0.0020476975,"threshold_uncertainty_score":0.9993968},"labels":[],"label_agreement":null},{"id":"W3091986791","doi":"10.1177/0959353520955142","title":"Difference-attuned witnessing: Risks and potentialities of arts-based research","year":2020,"lang":"en","type":"article","venue":"Feminism & Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Guelph","funders":"Canadian Institutes of Health Research; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Empathy; Affect (linguistics); Witness; Vulnerability (computing); Transformative learning; The arts; Psychology; Social psychology; Sociology; Narrative; Visual arts; Developmental psychology; Political science; Computer science; Linguistics","score_opus":0.9548206558901174,"score_gpt":0.755303386803896,"score_spread":0.19951726908622147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091986791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91918033,0.0002898342,0.003485418,0.01216401,0.00023788761,0.00031322186,0.000012340103,0.00006491316,0.06425206],"genre_scores_gemma":[0.9965758,0.00007003079,0.0017875215,0.000871331,0.00021197628,0.000045457055,0.0000020236225,0.00001517031,0.00042068827],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9946524,0.0030253748,0.00032640688,0.0004610451,0.000815076,0.00071971846],"domain_scores_gemma":[0.9975272,0.0013716043,0.000101745405,0.00028337372,0.0002500284,0.00046608946],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00496477,0.00011734665,0.00032812564,0.00016501878,0.00044561317,0.000059382004,0.00045510975,0.00021566045,0.00045778067],"category_scores_gemma":[0.0032479998,0.00011349793,0.000055882185,0.00057683274,0.0034333542,0.00007185627,0.0001098454,0.00046231892,0.000029701941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016211107,0.0010132182,0.13537009,0.00030984543,0.00016802724,0.00017125811,0.29123348,0.000006949133,0.18326975,0.22040209,0.010805024,0.15562914],"study_design_scores_gemma":[0.005587426,0.0045094625,0.5219044,0.0002541591,0.00009670562,0.0000055116625,0.056152005,0.0012006682,0.029198496,0.18584917,0.19402717,0.0012147983],"about_ca_topic_score_codex":0.0004892643,"about_ca_topic_score_gemma":0.00006162193,"teacher_disagreement_score":0.38653433,"about_ca_system_score_codex":0.0000319805,"about_ca_system_score_gemma":0.00039108112,"threshold_uncertainty_score":0.9992787},"labels":[],"label_agreement":null},{"id":"W3094611420","doi":"10.1177/1468794120965374","title":"A critical discussion of the use of film in participatory research projects with homeless young people: an analysis based on case examples from England and Canada","year":2020,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Horizon 2020 Framework Programme; University of Central Lancashire; Spencer Foundation","keywords":"Sociology; Participatory action research; Citizen journalism; Publics; Participatory design; Media studies; Economic Justice; The Symbolic; Gender studies; Public relations; Politics; Law; Political science; Psychology; Engineering; Anthropology","score_opus":0.8844590982352759,"score_gpt":0.7048359669098964,"score_spread":0.17962313132537955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094611420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956681,0.00003080271,0.0002037699,0.0030413037,0.00001153499,0.00067342224,0.00027482718,0.000006141392,0.000090064175],"genre_scores_gemma":[0.99907434,0.000007959107,0.00066263194,0.000025058644,0.00003179828,0.00015343676,0.0000058546902,0.000014842579,0.000024089246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9319644,0.06258677,0.0003875925,0.0005243225,0.003690321,0.00084658357],"domain_scores_gemma":[0.96121126,0.03628009,0.00007257288,0.00043223472,0.0013767816,0.0006270504],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02499495,0.00012764061,0.00050290575,0.00044147068,0.000598049,0.000107361106,0.00040538324,0.00008980629,0.00009051111],"category_scores_gemma":[0.059458513,0.0000738598,0.00004707113,0.0043082926,0.0030248256,0.0002953679,0.00019597237,0.0008615441,5.057262e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091978116,0.0002987464,0.4284475,0.00014559188,0.000071777584,0.00018124768,0.56561273,0.00031430394,0.00088691025,0.0024747862,0.00006374811,0.0005828932],"study_design_scores_gemma":[0.00088779564,0.0011553762,0.3438099,0.00019829841,0.00004858188,4.0653424e-7,0.6124431,0.03870334,0.00198438,0.00036470438,0.00021045213,0.00019368641],"about_ca_topic_score_codex":0.9347423,"about_ca_topic_score_gemma":0.9875785,"teacher_disagreement_score":0.08463759,"about_ca_system_score_codex":0.00032988947,"about_ca_system_score_gemma":0.004054048,"threshold_uncertainty_score":0.9996884},"labels":[],"label_agreement":null},{"id":"W3094654390","doi":"10.15402/esj.v6i1.68231","title":"Participatory Ethnographic Film: Video Advocacy and Engagement with Q’eqchi’ Maya Medical Practitioners in Belize","year":2020,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; University of Saskatchewan","keywords":"Maya; Ethnography; Citizen journalism; Filmmaking; Sociology; Representation (politics); Visual arts; Media studies; Aesthetics; Public relations; Political science; Art; History; Anthropology; Archaeology; Movie theater; Law; Politics","score_opus":0.6668227280568041,"score_gpt":0.6022862665135571,"score_spread":0.06453646154324699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094654390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860706,0.0012214564,0.0011370535,0.0077525666,0.00006706999,0.00045170766,0.0000012173012,0.00015249495,0.0031458372],"genre_scores_gemma":[0.99329317,0.0016273618,0.0039274436,0.00057093776,0.00029816697,0.00006510172,0.00000467769,0.00006348366,0.00014966092],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.15768972,0.8369028,0.00058304385,0.00040596916,0.0030332808,0.001385207],"domain_scores_gemma":[0.6866404,0.3098706,0.00023058178,0.00037490908,0.0003791086,0.0025044032],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.89961165,0.0003188334,0.00052977644,0.0008662629,0.32118043,0.0014193516,0.0009454961,0.00032008142,0.00030481812],"category_scores_gemma":[0.85159254,0.00028631446,0.000089998626,0.0012785115,0.0018356473,0.0016048332,0.000689855,0.647788,0.000017206157],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031338984,0.00025485738,0.029045962,0.000093209004,0.00010578371,0.00032124086,0.94979936,0.00019129651,0.0018632327,0.00015452722,0.00032121368,0.017535945],"study_design_scores_gemma":[0.0017706783,0.00094183406,0.02049528,0.00053543295,0.00002470561,0.000036694164,0.9264648,0.0011208268,0.000045391313,0.0002128723,0.048022088,0.00032938973],"about_ca_topic_score_codex":0.0027249262,"about_ca_topic_score_gemma":0.0009518917,"teacher_disagreement_score":0.6474679,"about_ca_system_score_codex":0.0002604616,"about_ca_system_score_gemma":0.001570018,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W3094852828","doi":"10.7895/ijadr.261","title":"Clarifying researchers’ subjectivity in qualitative addiction research","year":2020,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subjectivity; Strict constructionism; Qualitative research; Computer science; Perspective (graphical); Addiction; Reliability (semiconductor); Focus group; Complement (music); Psychology; Summative assessment; Epistemology; Sociology; Artificial intelligence; Mathematics education; Formative assessment; Social science","score_opus":0.9155828118791225,"score_gpt":0.7543880133290669,"score_spread":0.16119479855005558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094852828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8826448,0.0010103277,0.00011158793,0.10113234,0.00017368491,0.0003376602,0.000006020786,0.000009647827,0.014573951],"genre_scores_gemma":[0.997048,0.0011365158,0.00026024392,0.0001567126,0.00088871876,0.000019481547,5.563614e-7,0.000012016214,0.00047773978],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9667825,0.024854843,0.0004946576,0.00026881517,0.006773859,0.00082534127],"domain_scores_gemma":[0.98180515,0.013759039,0.00012135493,0.00013645749,0.0036500236,0.0005279584],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13421194,0.00008421007,0.00020261506,0.0007719727,0.00077484886,0.00043615673,0.0014959085,0.00009363925,0.0001835626],"category_scores_gemma":[0.045547128,0.00006195273,0.00007651635,0.001555792,0.0020456784,0.00066978834,0.0005495249,0.0033119232,0.00004069608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036043974,0.00039309042,0.01276119,0.00002855185,0.0002801542,0.00044151588,0.8274751,0.00006314192,0.016492993,0.05841679,0.019631498,0.060411632],"study_design_scores_gemma":[0.003493019,0.0009866789,0.03030937,0.00044074235,0.000013848787,0.000023855939,0.65778404,0.0019295985,0.009236609,0.12263324,0.17281105,0.00033796686],"about_ca_topic_score_codex":0.0045756255,"about_ca_topic_score_gemma":0.0015012624,"teacher_disagreement_score":0.16969103,"about_ca_system_score_codex":0.0006231908,"about_ca_system_score_gemma":0.001563212,"threshold_uncertainty_score":0.9989875},"labels":[],"label_agreement":null},{"id":"W3094872023","doi":"10.14302/issn.2576-9383.jhhr-20-3573","title":"Use of Photovoice Methods in Research on Informal Caring: A Scoping Review of the Literature","year":2020,"lang":"en","type":"review","venue":"Journal of Human Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University; McMaster University","funders":"","keywords":"Photovoice; Thematic analysis; Empowerment; Participatory action research; Medical education; Psychology; Medicine; Qualitative research; Sociology; Social science; Political science","score_opus":0.9820339324048727,"score_gpt":0.8558284342903815,"score_spread":0.12620549811449122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094872023","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000119713506,0.99339205,0.0000056105464,0.001059312,0.00017727593,0.004037526,0.000017874769,0.0000045479815,0.001186101],"genre_scores_gemma":[0.00002528601,0.99688387,0.0021816771,0.0001465758,0.00039956722,0.0000992707,0.0000017166561,0.000044486973,0.0002175267],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.8642749,0.12033199,0.004408558,0.0004533877,0.008614854,0.0019163076],"domain_scores_gemma":[0.96658975,0.024381159,0.0025312114,0.00094594125,0.0045166686,0.0010353003],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.23404123,0.00029796804,0.0035375739,0.0026330973,0.0009681572,0.00020820145,0.0029216532,0.00043663048,0.000110488734],"category_scores_gemma":[0.09321506,0.00019428133,0.0008575962,0.009309126,0.0016336938,0.0005140118,0.0009465651,0.01070632,0.0000066197586],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006782423,0.00018637061,0.00004483897,0.46197796,0.000071342554,0.00005536528,0.009903922,7.794091e-7,0.000009002145,0.0022436301,0.0017910681,0.5236479],"study_design_scores_gemma":[0.00010164247,0.00071824307,0.000038327555,0.5585527,0.000016036216,0.0000054726215,0.00036866518,0.0000010592597,0.000019466115,0.000089871945,0.44001082,0.00007772595],"about_ca_topic_score_codex":0.0012692679,"about_ca_topic_score_gemma":0.00070460513,"teacher_disagreement_score":0.5235702,"about_ca_system_score_codex":0.001694362,"about_ca_system_score_gemma":0.03035228,"threshold_uncertainty_score":0.991576},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3095369790","doi":"10.1080/03075079.2020.1843151","title":"Visualizing the COVID-19 pandemic response in Canadian higher education: an extended photo essay","year":2020,"lang":"en","type":"article","venue":"Studies in Higher Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Higher education; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Narrative; Sociology; Political science; Medicine; Virology; Literature; Art","score_opus":0.7908192608582263,"score_gpt":0.6964638021761622,"score_spread":0.09435545868206408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095369790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86950916,0.004940046,0.0000027660953,0.10881986,0.0031671596,0.00093543285,0.0000052310793,0.00007797193,0.012542342],"genre_scores_gemma":[0.9780145,0.00021180225,0.00017460031,0.014299461,0.00084869267,0.0007311034,0.0000045555535,0.00001829824,0.005696968],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99259186,0.005499328,0.0003420771,0.00042851182,0.00046381832,0.00067440677],"domain_scores_gemma":[0.99712867,0.0014466917,0.0000942977,0.00029202184,0.00018822946,0.00085006806],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006972545,0.00015296695,0.00022011448,0.00024784598,0.00068361324,0.000086413325,0.0004887259,0.000109463166,0.0009600586],"category_scores_gemma":[0.0062365285,0.0001338134,0.00003494172,0.0014977056,0.00062998594,0.00033211824,0.00007095089,0.0003276704,0.00004176065],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005274971,0.0005011835,0.43761182,0.000100386016,0.00005005322,0.000011422741,0.45255238,0.00004233696,0.0005824302,0.07791188,0.024755316,0.0053533176],"study_design_scores_gemma":[0.00017861633,0.000065927576,0.2675054,0.000031600444,0.0000092651935,4.050623e-7,0.048388183,0.0000075106786,0.000012153375,0.0048378618,0.6787875,0.00017554569],"about_ca_topic_score_codex":0.23901269,"about_ca_topic_score_gemma":0.31919292,"teacher_disagreement_score":0.65403223,"about_ca_system_score_codex":0.0041883956,"about_ca_system_score_gemma":0.016958494,"threshold_uncertainty_score":0.9999532},"labels":[],"label_agreement":null},{"id":"W3095705643","doi":"10.1136/bmjoq-2020-001104","title":"Enhancing the healthcare quality improvement storyboard using photovoice","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Health Services","keywords":"Photovoice; Health care; Quality (philosophy); Storyboard; Quality management; Citizen journalism; Transformative learning; Computer science; Psychology; Medicine; Service (business); Multimedia; World Wide Web; Visual arts; Pedagogy; Political science","score_opus":0.9204725870708759,"score_gpt":0.7685593446754683,"score_spread":0.1519132423954076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095705643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491103,0.00009403659,0.005670097,0.033269636,0.00035172244,0.005189642,0.000040459105,0.00010050662,0.0061735534],"genre_scores_gemma":[0.98618174,0.00000938432,0.0037114923,0.0089109605,0.0005186703,0.0003267648,0.0000021859482,0.000020078685,0.00031871677],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.977879,0.017868724,0.0009980289,0.0006191942,0.001741189,0.00089385826],"domain_scores_gemma":[0.9958912,0.001833348,0.0005472483,0.0006671544,0.00033873846,0.0007222888],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.051660836,0.00017375292,0.0004781559,0.000021644084,0.0017049065,0.00045180717,0.0016217392,0.0001128935,0.00040417028],"category_scores_gemma":[0.018354282,0.00013968069,0.00012937895,0.0005833516,0.0004934361,0.00052710896,0.00092756504,0.0004672912,0.00008735438],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015887322,0.0005034886,0.023368778,0.0010799094,0.00026168232,0.000029055062,0.38298458,0.00006080653,0.28788906,0.13542172,0.0031346187,0.16367756],"study_design_scores_gemma":[0.0030400844,0.000846276,0.090795144,0.00030133527,0.00009454749,9.563273e-7,0.36095902,0.0013525806,0.13019995,0.009821821,0.4000123,0.0025759593],"about_ca_topic_score_codex":0.12147024,"about_ca_topic_score_gemma":0.024207836,"teacher_disagreement_score":0.3968777,"about_ca_system_score_codex":0.00057601824,"about_ca_system_score_gemma":0.0023240945,"threshold_uncertainty_score":0.99959475},"labels":[],"label_agreement":null},{"id":"W3096862865","doi":"10.1177/1077800420962477","title":"Massive and Microscopic Sensemaking During COVID-19 Times","year":2020,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Autoethnography; Sensemaking; Perspective (graphical); Coronavirus disease 2019 (COVID-19); Sociology; Event (particle physics); Power (physics); Scale (ratio); Ethnography; Pandemic; Qualitative research; Psychology; Aesthetics; Epistemology; Public relations; Gender studies; Visual arts; Social science; Medicine; Political science; Art","score_opus":0.7975918823558295,"score_gpt":0.7115531776646976,"score_spread":0.08603870469113184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096862865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737297,0.00045289332,0.0067881793,0.015663438,0.00013055517,0.0003283511,0.0000146304765,0.00013358844,0.0027586063],"genre_scores_gemma":[0.9925421,0.00003936138,0.0040524895,0.0024095704,0.00035083698,0.000031790365,0.0000014808877,0.000015854983,0.0005565529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.993015,0.0054501025,0.00022978216,0.00036325594,0.00046342245,0.00047845283],"domain_scores_gemma":[0.99607366,0.0028112936,0.00010434979,0.00010139782,0.00009433794,0.00081495364],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003237102,0.00012208582,0.00022630274,0.000066936904,0.0008023988,0.000104432074,0.00016752645,0.00008134965,0.00040415055],"category_scores_gemma":[0.018946432,0.00012403152,0.000043537704,0.00035988426,0.0016759398,0.0002592081,0.0001320138,0.00020758354,0.00008944553],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058166774,0.000013963067,0.001185986,0.00011093316,0.00002947772,0.000045430395,0.9527052,0.000005469713,0.018423652,0.02589035,0.0011934259,0.00033791587],"study_design_scores_gemma":[0.0008149249,0.0001843265,0.0024982293,0.00005002453,0.000018958159,9.828562e-7,0.9434076,0.00010744446,0.008367932,0.012216072,0.03195177,0.00038175876],"about_ca_topic_score_codex":0.0002913028,"about_ca_topic_score_gemma":0.000051375777,"teacher_disagreement_score":0.030758345,"about_ca_system_score_codex":0.00018809445,"about_ca_system_score_gemma":0.00044412137,"threshold_uncertainty_score":0.9893174},"labels":[],"label_agreement":null},{"id":"W3097638807","doi":"10.7721/chilyoutenvi.30.2.0001","title":"“We Are Nature”: Exploring Nature Conceptualizations and Connections through Children's Photography","year":2020,"lang":"en","type":"article","venue":"Children Youth and Environments","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Perspective (graphical); Focus (optics); Cognition; Sociology; Connection (principal bundle); Psychology; Aesthetics; Cognitive science; Epistemology; Visual arts; Art; Philosophy","score_opus":0.328377879275612,"score_gpt":0.46188390226308623,"score_spread":0.13350602298747422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097638807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941101,0.0029270176,0.00042562428,0.0010632346,0.0001066427,0.00041099932,0.00015493909,0.000066927365,0.000734485],"genre_scores_gemma":[0.99490166,0.0033226698,0.00036105697,0.001043312,0.00023512037,0.0000391427,0.000040181876,0.000020215086,0.000036668054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820954,0.00035829702,0.00015974652,0.00045025258,0.0004062692,0.0004159249],"domain_scores_gemma":[0.9992026,0.000098568395,0.000077661905,0.00014657245,0.000009249571,0.00046536562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024955865,0.00017218573,0.0001964034,0.00005062624,0.00095364364,0.00009783512,0.00017596231,0.0002519841,0.00007872804],"category_scores_gemma":[0.0004696997,0.00017092291,0.000056060468,0.0003235366,0.00074484845,0.00043196246,0.0001317264,0.00063330494,0.000012974739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021726613,0.000079632846,0.900099,0.0000071658224,0.00011199329,0.0000019655074,0.09343135,0.000012607383,0.00018347343,0.004840263,0.00019426094,0.0010165825],"study_design_scores_gemma":[0.0009377172,0.00010029837,0.95945895,0.000038850332,0.00010404322,0.0000016728616,0.02710543,0.000019911244,0.0009450963,0.00059297454,0.01027681,0.0004182622],"about_ca_topic_score_codex":0.00012607872,"about_ca_topic_score_gemma":0.000016845004,"teacher_disagreement_score":0.066325925,"about_ca_system_score_codex":0.000026897013,"about_ca_system_score_gemma":0.000023871635,"threshold_uncertainty_score":0.7334752},"labels":[],"label_agreement":null},{"id":"W3097664380","doi":"10.1177/1077800420962473","title":"Making Video Glitter in the Time of COVID-19","year":2020,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sensemaking; Autoethnography; Coronavirus disease 2019 (COVID-19); Sociology; Visual arts; Process (computing); Media studies; Art; Computer science; Anthropology; Human–computer interaction","score_opus":0.9064438768865287,"score_gpt":0.7482474768264437,"score_spread":0.15819640006008506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097664380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8732253,0.00027793247,0.02008058,0.08588787,0.00013760809,0.00082392636,0.000025218822,0.00007466397,0.019466935],"genre_scores_gemma":[0.98626256,0.000004611392,0.0012596545,0.012106321,0.00021102371,0.000046014593,0.0000011946062,0.000007757148,0.00010087028],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9812655,0.017062578,0.00031889332,0.00021533159,0.00078144285,0.00035629564],"domain_scores_gemma":[0.99142694,0.008040273,0.00011301936,0.00014550246,0.00008215276,0.0001921135],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016094496,0.0000806795,0.0002008147,0.00006645819,0.00017062947,0.00003520467,0.00049972185,0.00006091704,0.0006575775],"category_scores_gemma":[0.03021669,0.00006195319,0.00006349556,0.0007775145,0.0014288632,0.00018852775,0.000072248076,0.00021220188,0.00018145367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055588232,0.00003170108,0.0006930527,0.000033690678,0.000009701983,0.000011475434,0.95210177,0.0000078122575,0.0008277481,0.040585514,0.0051653734,0.00047654414],"study_design_scores_gemma":[0.0003253948,0.00017113837,0.0013617299,0.000026784834,0.000007005639,1.5221947e-7,0.8975259,0.00013289844,0.00028244758,0.025811987,0.07421263,0.00014193424],"about_ca_topic_score_codex":0.000376047,"about_ca_topic_score_gemma":0.00008703452,"teacher_disagreement_score":0.11303729,"about_ca_system_score_codex":0.00011883669,"about_ca_system_score_gemma":0.00047176966,"threshold_uncertainty_score":0.9779522},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W3102841970","doi":"10.1108/ils-01-2020-0017","title":"Emotional configurations of politicization in social justice movements","year":2020,"lang":"en","type":"article","venue":"Information and Learning Sciences","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sociology; Social movement; Originality; Sociocultural evolution; Politics; Social learning; Context (archaeology); Social psychology; Psychology; Social science; Political science; Qualitative research; Law; Pedagogy; Anthropology","score_opus":0.4746904012560092,"score_gpt":0.5954492692639485,"score_spread":0.12075886800793928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102841970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8651127,0.000011818171,0.008176523,0.0058005545,0.000066765424,0.00016272225,0.0000036544052,0.00003416204,0.1206311],"genre_scores_gemma":[0.99881124,0.000008972864,0.0005140171,0.00056086044,0.000046753925,0.0000033297456,0.0000027382926,6.807484e-7,0.000051415354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988016,0.00040790232,0.00018924837,0.000051337323,0.00040911042,0.00014079944],"domain_scores_gemma":[0.9995447,0.00018725779,0.00009135003,0.000011091611,0.000097147946,0.00006846791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018726722,0.000029019899,0.000055972243,0.000098910146,0.00072573364,0.00008331617,0.00008169757,0.00002688138,0.00012561529],"category_scores_gemma":[0.0036890404,0.000028946684,0.000009827003,0.0005216421,0.0004140268,0.0010099855,0.000016010224,0.000096546435,0.000011644643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013068967,0.000021482088,0.02921581,0.00006318123,0.000003868748,1.8585294e-7,0.22448361,0.0041250256,0.00059312297,0.72399294,0.00019617619,0.017291496],"study_design_scores_gemma":[0.0009754718,0.00034287848,0.39011133,0.000059031456,0.000013739441,3.1171484e-7,0.31017417,0.16096911,0.00054567703,0.0035309347,0.1329919,0.00028543567],"about_ca_topic_score_codex":0.0002116085,"about_ca_topic_score_gemma":0.000016445445,"teacher_disagreement_score":0.720462,"about_ca_system_score_codex":0.00001977406,"about_ca_system_score_gemma":0.00023132055,"threshold_uncertainty_score":0.55818295},"labels":[],"label_agreement":null},{"id":"W3104762135","doi":"10.3167/aia.2020.270106","title":"Book Reviews","year":2020,"lang":"en","type":"article","venue":"Anthropology in Action","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociology; Anthropology; Media studies","score_opus":0.816940760289107,"score_gpt":0.7255187754081116,"score_spread":0.0914219848809954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104762135","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2925254,0.039821286,0.017441407,0.4549025,0.004367218,0.0027244915,0.000004689487,0.00058047555,0.18763253],"genre_scores_gemma":[0.92731804,0.04450876,0.001306775,0.022316005,0.0011267354,0.00011713647,0.000002428319,0.000018172726,0.0032859307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766177,0.0016665467,0.00014339606,0.00014494054,0.00012670345,0.0002566554],"domain_scores_gemma":[0.9996053,0.00014756848,0.000042061307,0.00006642649,0.000019138257,0.00011952614],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012869333,0.000043464912,0.00013001292,0.00003879021,0.00023530728,0.000009868236,0.00010688301,0.000083367646,0.0053192917],"category_scores_gemma":[0.0021891901,0.000042941254,0.00002799044,0.0002734394,0.00073994073,0.00021000663,0.000021483222,0.00017984651,0.00058145024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018396416,0.00026837044,0.046439447,0.00008087792,0.000024529636,0.000076973236,0.07230422,0.000006578291,0.019020248,0.05006207,0.5571215,0.2544112],"study_design_scores_gemma":[0.000080456055,0.00006168067,0.0015309162,0.0000045127363,0.0000022138627,2.2008332e-7,0.002237192,0.000055269917,0.0012744614,0.00024829537,0.9944599,0.000044868204],"about_ca_topic_score_codex":0.0012891613,"about_ca_topic_score_gemma":0.0010604804,"teacher_disagreement_score":0.6347927,"about_ca_system_score_codex":0.000090278125,"about_ca_system_score_gemma":0.000097247954,"threshold_uncertainty_score":0.99559},"labels":[],"label_agreement":null},{"id":"W3106463005","doi":"10.32316/hse-rhe.v32i2.4859","title":"Claudia Mitchell and April Mandrona, eds., Our Rural Selves: Memory and the Visual in Canadian Childhoods","year":2020,"lang":"en","type":"article","venue":"Historical Studies in Education / Revue d histoire de l éducation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Psychology; Gender studies; Sociology; Psychoanalysis; History","score_opus":0.33859129115712977,"score_gpt":0.5299257516316319,"score_spread":0.19133446047450214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106463005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72910297,0.07508084,0.00003649946,0.17561744,0.0077981846,0.0011786035,0.0000033044428,0.000056619305,0.01112552],"genre_scores_gemma":[0.9918481,0.003192292,0.00036975404,0.0011285275,0.00071283797,0.00030765848,0.00000418884,0.000015732383,0.0024209144],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971382,0.0013845417,0.00037495515,0.00033816582,0.0002584801,0.0005056524],"domain_scores_gemma":[0.99861187,0.00047094698,0.00012278024,0.00013962702,0.00014257997,0.00051221513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026475582,0.00015160016,0.0003256631,0.00020676601,0.00082789623,0.00004279853,0.00020212644,0.00012123144,0.000015507278],"category_scores_gemma":[0.0072027943,0.00014540578,0.000040651255,0.0006853486,0.0005611943,0.0002096287,0.0000560341,0.00036908945,0.000009876564],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010616291,0.00032964817,0.05085829,0.0002287113,0.00003180496,0.0000064020737,0.7876831,0.000016041358,0.000048127225,0.00869594,0.044738118,0.1072576],"study_design_scores_gemma":[0.0010848307,0.00009663377,0.115516774,0.0001564956,0.000052585146,0.0000068135373,0.27150664,0.0005441233,0.000008532237,0.0024230126,0.60815024,0.00045331215],"about_ca_topic_score_codex":0.2317887,"about_ca_topic_score_gemma":0.32598788,"teacher_disagreement_score":0.56341213,"about_ca_system_score_codex":0.015189565,"about_ca_system_score_gemma":0.0020627792,"threshold_uncertainty_score":0.98859096},"labels":[],"label_agreement":null},{"id":"W3111856656","doi":"10.1177/1550190620980836","title":"Beyond Window Rainbows: Collecting Children’s Culture in the COVID Crisis","year":2020,"lang":"en","type":"article","venue":"Collections A Journal for Museum and Archives Professionals","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Public relations; Face (sociological concept); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Political science; Media studies; Social science; Medicine","score_opus":0.3569621864775474,"score_gpt":0.5717684727832074,"score_spread":0.21480628630566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111856656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5237703,0.004135793,0.014167678,0.4062545,0.0020488852,0.0073506106,0.00022167477,0.00019027313,0.04186033],"genre_scores_gemma":[0.97268474,0.0008547897,0.006234338,0.011179726,0.001466555,0.0005225725,0.0000055203873,0.000029274126,0.007022512],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957398,0.0027282946,0.00034455003,0.00024862183,0.00042509136,0.0005135998],"domain_scores_gemma":[0.99691236,0.002356647,0.00014430212,0.00008451609,0.000060815713,0.00044133197],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024231162,0.00013435422,0.00023032563,0.00024855378,0.008253185,0.00034740623,0.00036766814,0.00007820609,0.0000853788],"category_scores_gemma":[0.004003225,0.000090599075,0.00013961924,0.0013307376,0.00028874984,0.00023871635,0.0000781519,0.00071726204,0.0000012090853],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070177304,0.0004921516,0.0115856165,0.00006300619,0.00016011656,0.000021657968,0.6702926,0.00006897241,0.003825273,0.016230578,0.29404014,0.002518137],"study_design_scores_gemma":[0.0045297295,0.0011529201,0.016422905,0.00024658788,0.00010654943,0.00015766284,0.38117903,0.00077486783,0.0005197895,0.11138411,0.48284703,0.0006788109],"about_ca_topic_score_codex":0.000033110042,"about_ca_topic_score_gemma":0.00013170867,"teacher_disagreement_score":0.44891447,"about_ca_system_score_codex":0.00004079417,"about_ca_system_score_gemma":0.00085283123,"threshold_uncertainty_score":0.99303794},"labels":[],"label_agreement":null},{"id":"W3111897081","doi":"10.4324/9781315171456","title":"Integrative Framing Analysis","year":2017,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Princeton University","keywords":"Framing (construction); Political science; Geography","score_opus":0.7639846088244886,"score_gpt":0.7475234433234493,"score_spread":0.016461165501039265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111897081","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20940991,0.000014526115,0.03440476,0.001046616,0.000081087725,0.000076283766,9.807841e-7,0.000045269906,0.75492054],"genre_scores_gemma":[0.97368246,0.000011335011,0.0052447706,0.000047356025,0.000072928815,0.000009431024,2.0670252e-7,0.0000022638562,0.020929229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986479,0.00052538037,0.000074340176,0.00013176764,0.00035416323,0.00026641905],"domain_scores_gemma":[0.9990314,0.00031128884,0.000055082295,0.000327242,0.00010683728,0.0001681318],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029996643,0.00004251058,0.00012036209,0.00009020745,0.0016673235,0.00032271372,0.00048414842,0.000041901505,0.0015482107],"category_scores_gemma":[0.008828719,0.000032300584,0.0000872878,0.00021505902,0.00057046965,0.00031576733,0.000080178375,0.00009749595,0.00011228094],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011211325,0.000060399325,0.36626115,0.0000020854714,0.0005089377,0.000013266902,0.036364876,0.0000048606066,0.00065553415,0.5109967,0.00120678,0.083914205],"study_design_scores_gemma":[0.00024273983,0.00006385279,0.72833806,0.0000133903695,0.00031198538,4.507593e-8,0.036596566,0.004897467,0.007150925,0.022658013,0.19935146,0.0003754935],"about_ca_topic_score_codex":0.009215725,"about_ca_topic_score_gemma":0.018633498,"teacher_disagreement_score":0.7642726,"about_ca_system_score_codex":0.000058864633,"about_ca_system_score_gemma":0.00013444317,"threshold_uncertainty_score":0.99963236},"labels":[],"label_agreement":null},{"id":"W3112771554","doi":"10.32920/cd.v4i2.1108","title":"Taking Social Justice to a Different Stage","year":2019,"lang":"en","type":"article","venue":"Journal of Critical Dietetics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Empowerment; Poetry; Reflexivity; Empathy; Narrative; Public relations; Psychology; Social psychology; Social science; Political science; Law","score_opus":0.5843588608025809,"score_gpt":0.6761760672280146,"score_spread":0.09181720642543367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112771554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93401307,0.00008718765,0.011829459,0.020847963,0.0020198314,0.00020437528,0.000008876554,0.000021525067,0.030967703],"genre_scores_gemma":[0.9939208,0.000013506412,0.003561078,0.0007959172,0.0009543993,0.0000019537779,7.228753e-8,0.000013763942,0.0007384805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965351,0.00096850353,0.00041546588,0.00012084725,0.0013549783,0.0006051097],"domain_scores_gemma":[0.9965544,0.001991733,0.00012528701,0.000101559424,0.0006059751,0.0006210754],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028200215,0.00009920758,0.00030638385,0.0001181549,0.00029129253,0.0001430489,0.00039164204,0.000097343356,0.0010068367],"category_scores_gemma":[0.019643527,0.000084979234,0.00014789712,0.00023078207,0.00032263025,0.00019313175,0.00009850716,0.0004509618,0.00010621647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049847516,0.0011514475,0.0044562095,0.0005989634,0.000096806536,0.00025600157,0.039030842,0.000076343356,0.027608162,0.8975832,0.009438579,0.019205006],"study_design_scores_gemma":[0.0023298666,0.004274286,0.11391014,0.00056321,0.00069360953,0.000011990268,0.054985404,0.0013309827,0.006825771,0.030331014,0.7835152,0.0012285383],"about_ca_topic_score_codex":0.000009871034,"about_ca_topic_score_gemma":0.000013049481,"teacher_disagreement_score":0.8672522,"about_ca_system_score_codex":0.0002075444,"about_ca_system_score_gemma":0.0002644087,"threshold_uncertainty_score":0.99990636},"labels":[],"label_agreement":null},{"id":"W3112900411","doi":"10.3138/tric.41.2.a04","title":"Youth Participatory Action Research and Applied Theatre Engagement: Supporting Indigenous Youth Survivance and Resurgence","year":2020,"lang":"fr","type":"article","venue":"Theatre Research in Canada","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Political science; Art; Sociology","score_opus":0.8685533215463167,"score_gpt":0.6270402650013819,"score_spread":0.24151305654493482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112900411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94892997,0.0077218544,0.000021025538,0.0077311094,0.0003700885,0.0018052587,0.00025783587,0.00004042434,0.03312245],"genre_scores_gemma":[0.9943562,0.004393757,0.00012596298,0.00015219966,0.00058620726,0.00015370751,0.000012527242,0.00007183251,0.00014759791],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.96723765,0.020372784,0.00096069276,0.0015019524,0.005191368,0.0047355336],"domain_scores_gemma":[0.9900954,0.0062029464,0.00015647453,0.0006046479,0.00038863454,0.0025519438],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.053165305,0.00038791515,0.00069139106,0.00044225194,0.0023368718,0.00032107957,0.0009025413,0.00027427307,0.00021609862],"category_scores_gemma":[0.001111944,0.00041343857,0.00004557543,0.004022759,0.0035592592,0.0004882631,0.0010032252,0.0038808514,0.000032915486],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082437164,0.00024265244,0.096927,0.0011558792,0.00011553696,0.000422343,0.2951012,0.00012576593,0.0013426018,0.0021793786,0.0007368302,0.60082644],"study_design_scores_gemma":[0.0013936097,0.00092991296,0.008415945,0.0006870552,0.000054025695,0.0000038566495,0.9347962,0.0016296646,0.0042155385,0.0056058853,0.041262396,0.0010059159],"about_ca_topic_score_codex":0.9483311,"about_ca_topic_score_gemma":0.9346691,"teacher_disagreement_score":0.639695,"about_ca_system_score_codex":0.0031266122,"about_ca_system_score_gemma":0.014190961,"threshold_uncertainty_score":0.99983174},"labels":[],"label_agreement":null},{"id":"W3113171549","doi":"10.3390/ijerph17249246","title":"How is Respect and Social Inclusion Conceptualised by Older Adults in an Aspiring Age-Friendly City? A Photovoice Study in the North-West of England","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"School for Public Health Research; National Institute for Health and Care Research; Department of Health and Social Care; McGill University","keywords":"Photovoice; Inclusion (mineral); Neighbourhood (mathematics); Focus group; Citizen journalism; Sociology; Participatory action research; Built environment; Feeling; Psychology; Gender studies; Public relations; Social psychology; Economic growth; Political science","score_opus":0.43448356922892645,"score_gpt":0.5763027822286317,"score_spread":0.1418192129997053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113171549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699257,0.0003474994,0.000016547127,0.029174456,0.000025101077,0.00041330108,0.000046962155,0.0000016528998,0.00004880508],"genre_scores_gemma":[0.99881464,0.00036905098,0.000045491448,0.0005773673,0.00016217335,0.000010496494,0.000004436463,0.0000060577026,0.00001030671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99248683,0.0040305564,0.00040356992,0.00020761511,0.0024437862,0.00042761656],"domain_scores_gemma":[0.9984328,0.0008092425,0.00018482587,0.00006172406,0.000098899036,0.00041246612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009695115,0.00007976578,0.00020672235,0.0002477942,0.00037037514,0.00021986863,0.0005988071,0.00004629168,0.00006755489],"category_scores_gemma":[0.0014791181,0.00006331944,0.000025506108,0.00029045626,0.0006636687,0.0006491356,0.00039939102,0.0006446646,3.809744e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046240463,0.0013482929,0.50677544,0.000013810276,0.000021035265,0.0001006115,0.4575932,1.9853067e-7,0.0006616909,0.000074813615,0.00013431511,0.032814182],"study_design_scores_gemma":[0.0031067792,0.0023728951,0.80311,0.000035209905,0.0000011640791,0.0000029919906,0.18336871,0.000052190295,0.00004653449,0.00011287241,0.0077171377,0.00007348715],"about_ca_topic_score_codex":0.002406212,"about_ca_topic_score_gemma":0.008118542,"teacher_disagreement_score":0.2963346,"about_ca_system_score_codex":0.00033504234,"about_ca_system_score_gemma":0.00039069014,"threshold_uncertainty_score":0.45303372},"labels":[],"label_agreement":null},{"id":"W3113203214","doi":"10.1007/978-3-030-54222-1_6","title":"Mapping Ruling Relations: Advancing the Use of Visual Methods in Institutional Ethnography","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ethnography; Articulation (sociology); Visual research; Visual methods; Sociology; Work (physics); Dementia; Psychology; Political science; Cognitive science; Anthropology; Visual arts; Medicine; Engineering; Art","score_opus":0.7179535165495873,"score_gpt":0.6424882147120494,"score_spread":0.07546530183753786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113203214","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054790406,0.0009384582,0.33746025,0.0017507329,0.00038767257,0.001016783,0.000015322497,0.00011763497,0.6577652],"genre_scores_gemma":[0.008027178,0.0007609631,0.9102881,0.0008899185,0.000547695,0.00009167209,0.000017037764,0.00007523434,0.079302184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959563,0.001673369,0.0006735317,0.00035845564,0.00093654066,0.00040177416],"domain_scores_gemma":[0.99389267,0.005230923,0.00026571815,0.00020580376,0.00021170414,0.00019316042],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0076892665,0.00019603672,0.00040064933,0.00049801456,0.0005392702,0.00007192776,0.0003674197,0.00032091644,0.0005775899],"category_scores_gemma":[0.009135637,0.0001617638,0.00022625671,0.0005162799,0.0012045332,0.00042136692,0.00019595028,0.00096787664,0.000029509187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022041719,0.000024543011,0.0007899229,0.000039898434,0.00008281383,0.000011986578,0.010493359,0.00071560754,0.0004610119,0.94694006,0.00027603793,0.040142693],"study_design_scores_gemma":[0.00016608143,0.00004327765,0.0005730875,0.00041211848,0.000026451698,4.107503e-7,0.0021126433,0.00435038,0.00010134704,0.04684387,0.94506156,0.00030874723],"about_ca_topic_score_codex":0.0007790192,"about_ca_topic_score_gemma":0.0010591408,"teacher_disagreement_score":0.94478554,"about_ca_system_score_codex":0.00024301675,"about_ca_system_score_gemma":0.0011134264,"threshold_uncertainty_score":0.99921083},"labels":[],"label_agreement":null},{"id":"W3116000194","doi":"10.1177/1524839920976382","title":"“To Be a Guy Is to Be Human”: Outcomes of the WiseGuyz Program Through Photo-Based Evaluation","year":2020,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"PolicyWise for Children and Families","keywords":"Transformative learning; Photovoice; Psychology; Psychological intervention; Health promotion; Storytelling; Developmental psychology; Social psychology; Applied psychology; Medicine; Public health; Nursing; Psychiatry","score_opus":0.858609804760973,"score_gpt":0.7549227790301347,"score_spread":0.10368702573083832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116000194","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21264821,0.000030480083,0.0028978859,0.7692712,0.00023482392,0.007946075,0.000022620758,0.00014351224,0.0068051675],"genre_scores_gemma":[0.85816693,0.000009152705,0.028842844,0.11104314,0.00013978673,0.0014732115,0.000005611023,0.00002873029,0.0002905971],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861305,0.009751743,0.0005566907,0.00043167104,0.002523247,0.0006061744],"domain_scores_gemma":[0.9964888,0.0010539955,0.00048991013,0.00039778874,0.0009699811,0.00059953914],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016556807,0.00013939128,0.0002888944,0.000060492344,0.0009662897,0.00008892609,0.00043725708,0.000093805524,0.0006564384],"category_scores_gemma":[0.04078382,0.00011423788,0.00009218571,0.001458967,0.0001741386,0.00064654223,0.00011459681,0.0003415049,0.00006985193],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006742576,0.0078388285,0.017657489,0.0010696399,0.00022732798,0.0000074590953,0.75033134,0.000357915,0.005503346,0.02931666,0.07123033,0.11578541],"study_design_scores_gemma":[0.0010674061,0.003508012,0.0153530175,0.00009587448,0.000101392194,4.6024556e-7,0.014271038,0.0016861566,0.005143884,0.00071323424,0.9577767,0.00028277747],"about_ca_topic_score_codex":0.0026485724,"about_ca_topic_score_gemma":0.00078811543,"teacher_disagreement_score":0.88654643,"about_ca_system_score_codex":0.00047208567,"about_ca_system_score_gemma":0.002665188,"threshold_uncertainty_score":0.96729606},"labels":[],"label_agreement":null},{"id":"W3118085287","doi":"10.1177/1476127020981353","title":"Painful memories as mnemonic resources: Grand Canyon Dories and the protection of place","year":2020,"lang":"en","type":"article","venue":"Strategic Organization","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Mnemonic; Embodied cognition; Canyon; Aesthetics; Modalities; Semiotics; Sociology; Space (punctuation); History; Psychology; Cognitive psychology; Epistemology; Social science; Art; Linguistics; Geography; Philosophy","score_opus":0.33391459543944046,"score_gpt":0.4845271484828406,"score_spread":0.15061255304340015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118085287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854283,0.00016860945,0.0010280737,0.0058286423,0.000063090745,0.0005585783,0.0000026386165,0.000070560076,0.006851528],"genre_scores_gemma":[0.9993615,0.000104085535,0.00008248741,0.00007888475,0.00014661127,0.000011660539,0.0000017676188,0.000010493626,0.0002024875],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978358,0.0012684411,0.00016999344,0.00015464489,0.00039729726,0.00017382173],"domain_scores_gemma":[0.999212,0.00024715153,0.00010716515,0.00008505657,0.00024244665,0.00010615039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017562169,0.0000731248,0.00013629156,0.000026579008,0.00049603864,0.00012323452,0.00013183379,0.000068363384,0.00014332082],"category_scores_gemma":[0.004203391,0.000053513333,0.000015064212,0.0009485378,0.0008309431,0.00017927903,0.000035486122,0.00012121615,0.000007870623],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008165186,0.0000554221,0.010189724,0.00028031282,0.00008571601,0.0000054248717,0.51146805,0.00014419056,0.015578675,0.4587156,0.0002052668,0.0024551158],"study_design_scores_gemma":[0.008965656,0.0018255108,0.01708512,0.00019264786,0.0003081675,0.000008551855,0.59728616,0.0045919637,0.1401395,0.19783787,0.030610625,0.0011482347],"about_ca_topic_score_codex":0.0015528953,"about_ca_topic_score_gemma":0.0006423407,"teacher_disagreement_score":0.2608777,"about_ca_system_score_codex":0.00003828109,"about_ca_system_score_gemma":0.00036939833,"threshold_uncertainty_score":0.50321555},"labels":[],"label_agreement":null},{"id":"W3120018340","doi":"","title":"Exploring everyday health routines of a low socioeconomic population through multimedia elicitations","year":2011,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Population; Multimedia; Everyday life; Computer science; Internet privacy; Sociology; Political science; Demography","score_opus":0.9182013813073173,"score_gpt":0.6552027054505833,"score_spread":0.262998675856734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120018340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941229,0.00055213855,0.0019904154,0.0014107343,0.0009889397,0.00021822716,0.0000028621182,0.00002105671,0.00069271476],"genre_scores_gemma":[0.99326164,0.00040805215,0.0052759526,0.00021148834,0.00075508305,0.000024018427,0.0000010079407,0.000018352284,0.000044430682],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9954257,0.001739378,0.001337633,0.0001525618,0.00080675667,0.0005379865],"domain_scores_gemma":[0.99706453,0.0007839346,0.0010074014,0.00019141544,0.00046229098,0.0004904197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009452541,0.00013777832,0.00062078447,0.0002603687,0.0002710591,0.000007891322,0.00029997516,0.00006402458,0.00058016024],"category_scores_gemma":[0.0048968843,0.000115195966,0.00013103509,0.0003066177,0.00067347294,0.0009952666,0.00002983945,0.00025447414,0.00001674393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032521045,0.00064497243,0.23812298,0.00022121715,0.00025133404,0.000030171082,0.7283534,0.00016605723,0.0033061448,0.010978509,0.0021481712,0.015451866],"study_design_scores_gemma":[0.002812312,0.0019477519,0.903365,0.0010739008,0.00018155671,0.000008445653,0.0754014,0.0008877291,0.004108705,0.006780474,0.0030692779,0.00036344538],"about_ca_topic_score_codex":0.003463494,"about_ca_topic_score_gemma":0.00077420205,"teacher_disagreement_score":0.665242,"about_ca_system_score_codex":0.00032751792,"about_ca_system_score_gemma":0.0006912589,"threshold_uncertainty_score":0.6352348},"labels":[],"label_agreement":null},{"id":"W3120150212","doi":"10.1177/1090198120977145","title":"Picturing Participation: Catalyzing Conversations About Community Engagement in HIV Community–Based Organizations","year":2021,"lang":"en","type":"article","venue":"Health Education & Behavior","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Windsor; Casey House; Carleton University; McMaster University; York University; University of Toronto","funders":"York University; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Community engagement; Public relations; Participatory action research; Sociology; Photovoice; Engaged scholarship; Scholarship; Public engagement; Community-based participatory research; Community organization; Stakeholder engagement; Community health; Political science; Public health; Medicine; Nursing","score_opus":0.6885023176329029,"score_gpt":0.6521677185655732,"score_spread":0.03633459906732972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120150212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862574,0.00014165921,0.0022801415,0.008538809,0.0005282776,0.0008361069,0.000023678549,0.00011289298,0.00128104],"genre_scores_gemma":[0.99102074,0.000040506387,0.005283275,0.0018065082,0.00008931941,0.00080994837,0.00036932816,0.000021596134,0.00055878656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9831367,0.015137118,0.0005295702,0.00017576423,0.00046960567,0.0005512277],"domain_scores_gemma":[0.9967043,0.0013030327,0.00018029968,0.00062573585,0.00073440425,0.00045227646],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0076088053,0.00012194484,0.00020626657,0.00023063798,0.0041315868,0.00014730546,0.00032310482,0.00008384571,0.0006270765],"category_scores_gemma":[0.004673753,0.00015725488,0.000036234218,0.0016441994,0.00023613723,0.00031672075,0.00009793025,0.001052084,0.000064163796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079398915,0.006123245,0.6210387,0.00017993439,0.000010311117,0.0000032690216,0.34070066,0.00018341561,0.0005976896,0.015487114,0.0017796191,0.013888139],"study_design_scores_gemma":[0.00047276495,0.000045825203,0.84450763,0.00016541325,0.000032380405,5.8161226e-7,0.11012019,0.00010416248,0.0018371855,0.00016139491,0.04232,0.0002324439],"about_ca_topic_score_codex":0.017992137,"about_ca_topic_score_gemma":0.02700937,"teacher_disagreement_score":0.23058046,"about_ca_system_score_codex":0.001396218,"about_ca_system_score_gemma":0.01099017,"threshold_uncertainty_score":0.9971649},"labels":[],"label_agreement":null},{"id":"W3121588476","doi":"10.1177/0021886320988173","title":"Picturing Topics Related to Change: Drawing and Its Underlying Elicitation Processes","year":2021,"lang":"en","type":"article","venue":"The Journal of Applied Behavioral Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; HEC Montréal","funders":"","keywords":"Triangulation; Photo elicitation; Set (abstract data type); Data collection; Visual research; Identification (biology); Organizational change; Data science; Computer science; Sociology; Knowledge management; Visual arts; Social science; Public relations; Political science; Art","score_opus":0.6588131666526661,"score_gpt":0.6301566398877106,"score_spread":0.028656526764955448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121588476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99642974,0.0002241102,0.00018192898,0.0017192902,0.00013669512,0.00017699486,3.0305344e-7,0.000011454246,0.0011194766],"genre_scores_gemma":[0.99811095,0.00009835985,0.0014991274,0.00013760178,0.000077445155,0.000006136135,5.0394647e-8,0.0000046703167,0.00006565001],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99811864,0.00018868205,0.00023230878,0.00012737123,0.0009751762,0.00035782985],"domain_scores_gemma":[0.99875945,0.00020156596,0.00013837041,0.00008689029,0.0005492726,0.00026446563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005912214,0.00006515512,0.00011723297,0.00011324581,0.0010196686,0.00018540112,0.00040785465,0.000036153917,0.000021247328],"category_scores_gemma":[0.0010609453,0.000048028058,0.000016825052,0.0015094135,0.00035612425,0.00056652987,0.00012944915,0.00022237975,0.0000041446715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059148486,0.000109063,0.001632424,0.00003455429,0.0000070326373,0.000031336236,0.25181043,0.00013499995,0.58172685,0.011078259,0.000014978476,0.15336093],"study_design_scores_gemma":[0.001137687,0.0007395396,0.1256945,0.0005453388,0.0002533602,0.00009033981,0.19061853,0.00038507016,0.64703596,0.022481836,0.010176919,0.0008409207],"about_ca_topic_score_codex":0.00003852805,"about_ca_topic_score_gemma":0.00011104753,"teacher_disagreement_score":0.15252002,"about_ca_system_score_codex":0.00014597978,"about_ca_system_score_gemma":0.00077091303,"threshold_uncertainty_score":0.78425705},"labels":[],"label_agreement":null},{"id":"W3121992491","doi":"10.1177/1532708620987260","title":"(Re)storying Japanese Canadian Histories: Artistic Engagements","year":2021,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Subjectivity; Aesthetics; Identity (music); Narrative; Context (archaeology); Sociology; History; Gender studies; Literature; Art; Epistemology; Philosophy","score_opus":0.7841229997756437,"score_gpt":0.6743689010672136,"score_spread":0.10975409870843011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121992491","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023546467,0.14404419,0.024616092,0.09131464,0.026168741,0.0024195863,0.00025686913,0.0023599977,0.6852734],"genre_scores_gemma":[0.70431745,0.002234816,0.27537775,0.003274302,0.0013365035,0.0004121454,0.000010010305,0.000061616964,0.012975434],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9837032,0.012422959,0.00047647714,0.0007572745,0.0009439118,0.0016962007],"domain_scores_gemma":[0.98037636,0.016327854,0.000071127695,0.000531013,0.0017124701,0.0009811958],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.010179647,0.00033549612,0.0007604517,0.00014587797,0.0030485948,0.00018785855,0.00056450546,0.00029969707,0.00062440516],"category_scores_gemma":[0.459745,0.0002986883,0.00018813854,0.0008498244,0.0033579762,0.00037664632,0.000378523,0.0008046594,0.00011470411],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074845964,0.00018327913,0.002081653,0.0006119805,0.0007748688,0.0017430634,0.5383932,0.000016868591,0.004066366,0.3516949,0.08329327,0.017065661],"study_design_scores_gemma":[0.00017608954,0.000085176165,0.0005771245,0.00008043714,0.00012554845,0.0000028290938,0.5217448,0.0000051446605,0.000951054,0.028990025,0.44684094,0.00042085897],"about_ca_topic_score_codex":0.007862219,"about_ca_topic_score_gemma":0.10423402,"teacher_disagreement_score":0.68077093,"about_ca_system_score_codex":0.0015019793,"about_ca_system_score_gemma":0.0010900918,"threshold_uncertainty_score":0.99994653},"labels":[],"label_agreement":null},{"id":"W3122577831","doi":"10.1080/17482631.2021.1874771","title":"Picture perfect? Gazing into girls’ health, physical activity, and nutrition through photovoice","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies on Health and Well-Being","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Contextualization; Context (archaeology); Criticism; Gender studies; Psychology; Theme (computing); Citizen journalism; Social psychology; Sociology; Developmental psychology; Political science; Art; Visual arts; Interpretation (philosophy)","score_opus":0.5263036624409557,"score_gpt":0.6952376921615281,"score_spread":0.16893402972057237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122577831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9349508,0.00484895,0.0009594972,0.05732574,0.0006446723,0.00019453799,0.000004258363,0.000011114091,0.0010604142],"genre_scores_gemma":[0.979845,0.013369844,0.0024889233,0.0033946163,0.0008156815,0.000013093528,0.0000012951887,0.000009711839,0.00006181787],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99429125,0.0037149596,0.00041690623,0.0002320971,0.000999719,0.00034506223],"domain_scores_gemma":[0.99402016,0.0041343835,0.0004863813,0.000056037898,0.0009583349,0.00034467506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005174908,0.00013509582,0.00045023748,0.00012357836,0.0008113612,0.000094680836,0.00013331053,0.000040773244,0.0000065558233],"category_scores_gemma":[0.0051739495,0.00011894412,0.00008482557,0.00019563992,0.00043958306,0.0004416453,0.00009850694,0.00046615285,0.0000025606944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035014763,0.00034581986,0.00043528143,0.00028330288,0.0002817831,0.000042751228,0.9261875,0.000004485583,0.0005277026,0.04727413,0.0007467389,0.023520319],"study_design_scores_gemma":[0.002020047,0.0022385651,0.0015917305,0.002084616,0.000021203963,0.000029301771,0.76383597,0.00011279698,0.0039632735,0.20106669,0.02274768,0.00028812236],"about_ca_topic_score_codex":0.00042403888,"about_ca_topic_score_gemma":0.00036482888,"teacher_disagreement_score":0.16235156,"about_ca_system_score_codex":0.00052130653,"about_ca_system_score_gemma":0.0007623545,"threshold_uncertainty_score":0.6240416},"labels":[],"label_agreement":null},{"id":"W3127477413","doi":"10.1177/1098214020927785","title":"Photo-Based Evaluation: A Method for Participatory Evaluation With Adolescents","year":2021,"lang":"en","type":"article","venue":"American Journal of Evaluation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Participatory evaluation; Transformative learning; Visual methods; Program evaluation; Citizen journalism; Participatory action research; Health promotion; Promotion (chess); Process (computing); Psychology; Youth engagement; Applied psychology; Visual research; Positive Youth Development; Medical education; Evaluation methods; Computer science; Pedagogy; Public relations; Sociology; Public health; Medicine; Nursing; Political science; Developmental psychology; Politics; Social science; Engineering","score_opus":0.6163707543039818,"score_gpt":0.6992086103214732,"score_spread":0.08283785601749138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127477413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77456826,0.00051540596,0.21924306,0.0017037723,0.0004518203,0.002076337,0.000006921427,0.000019327914,0.0014150835],"genre_scores_gemma":[0.9383117,0.000008432097,0.060411666,0.00041867013,0.00036398013,0.0004285024,0.000010450934,0.000023506664,0.000023070554],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9743284,0.01827384,0.00067150913,0.00028635355,0.0059442534,0.0004956253],"domain_scores_gemma":[0.98434174,0.0013485505,0.0010416468,0.00029767628,0.012600193,0.00037018638],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08496554,0.00015760961,0.0004085266,0.00023982406,0.0003993198,0.00011326482,0.00021137731,0.000060831695,0.0010738161],"category_scores_gemma":[0.02263942,0.00014206472,0.00017571678,0.0011268769,0.0004109561,0.00042662854,0.000017062528,0.00022393928,0.000007794176],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001204725,0.0006302402,0.012022779,0.000040059676,0.0002485381,0.000008535641,0.010569199,0.023627892,0.0070357644,0.0003850641,0.0005886643,0.94363856],"study_design_scores_gemma":[0.010038081,0.0029950477,0.04790047,0.000625626,0.0032447593,0.000018752893,0.02629644,0.87711406,0.018831909,0.005230049,0.007135433,0.00056937255],"about_ca_topic_score_codex":0.00011083819,"about_ca_topic_score_gemma":0.00036927918,"teacher_disagreement_score":0.94306916,"about_ca_system_score_codex":0.001261894,"about_ca_system_score_gemma":0.014118048,"threshold_uncertainty_score":0.99983937},"labels":[],"label_agreement":null},{"id":"W3127525143","doi":"10.4324/9781003053408","title":"Arts-Based Methods for Decolonising Participatory Research","year":2021,"lang":"en","type":"book","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Opetushallitus; Taideyliopisto; Lapin Yliopisto; Social Sciences and Humanities Research Council of Canada; Horizon 2020 Framework Programme; Université de Montréal; European Commission","keywords":"The arts; Citizen journalism; Sociology; Political science; Visual arts; Art; Law","score_opus":0.9630132309109094,"score_gpt":0.8226056647784747,"score_spread":0.14040756613243466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127525143","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007054164,0.0014635663,0.12897103,0.0015335704,0.00080203044,0.0020121748,0.00002092383,0.00020432848,0.8649218],"genre_scores_gemma":[0.00010760686,0.00006114887,0.2654871,0.00037502538,0.0009704998,0.0010789683,0.000026722957,0.00010075845,0.73179215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9786377,0.015160341,0.0006681845,0.0010330633,0.0021487228,0.002352002],"domain_scores_gemma":[0.96645916,0.02932113,0.00016558198,0.00083618716,0.0022197065,0.0009982566],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.086025044,0.00032746463,0.0007898598,0.00054643967,0.002217491,0.0005065538,0.00094999943,0.0009317988,0.003186234],"category_scores_gemma":[0.041298386,0.00034194003,0.0004432986,0.0006151786,0.002180555,0.00016825362,0.00026276984,0.0013247144,0.0001707254],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013395361,0.00026627316,0.0000817121,0.00042966477,0.0002015624,0.000061674196,0.0050810366,0.000012056108,0.00082070456,0.5695221,0.25296175,0.17042752],"study_design_scores_gemma":[0.00026867524,0.00014685153,0.000012919119,0.00017024827,0.000050188853,1.4053755e-7,0.0007975156,0.0008233668,0.003031939,0.045170236,0.94916594,0.0003619634],"about_ca_topic_score_codex":0.00023635347,"about_ca_topic_score_gemma":0.0020849796,"teacher_disagreement_score":0.6962042,"about_ca_system_score_codex":0.002289183,"about_ca_system_score_gemma":0.026776385,"threshold_uncertainty_score":0.99990326},"labels":[],"label_agreement":null},{"id":"W3128091621","doi":"10.26522/ssj.v15i1.2234","title":"Use of Arts-based Research to Uncover Racism","year":2021,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; The King's University","funders":"King's University College","keywords":"Oppression; Sociology; Racism; Cognitive reframing; Gender studies; Queer; Transgender; Agency (philosophy); Public relations; Social psychology; Political science; Psychology; Social science; Politics","score_opus":0.9594100083252639,"score_gpt":0.7877291627590322,"score_spread":0.17168084556623175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128091621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92440677,0.0012572542,0.00077167584,0.00792694,0.0021464538,0.00077591476,0.000036773927,0.00006315875,0.06261504],"genre_scores_gemma":[0.986153,0.00030080308,0.006755012,0.00073502626,0.0010260796,0.000120727076,0.0000010323248,0.000018618643,0.0048896945],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929707,0.0040244535,0.0003133616,0.00032056816,0.0015805729,0.0007903643],"domain_scores_gemma":[0.98992884,0.007840888,0.000052116444,0.00020073308,0.0018130088,0.00016438711],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00981869,0.00009486749,0.00033487185,0.0001838544,0.001030359,0.0000521481,0.00025964453,0.00010615515,0.00011070747],"category_scores_gemma":[0.081244856,0.00010175069,0.000071860006,0.0024462265,0.001558339,0.00017171245,0.00035229512,0.00037909535,0.00004221244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061098696,0.0011106937,0.011838313,0.00089048187,0.00029499934,0.00061297725,0.47798866,0.0005254683,0.010785134,0.23944816,0.22204815,0.03384596],"study_design_scores_gemma":[0.00068485143,0.0001735724,0.011369129,0.00025719922,0.000110159635,1.9338937e-7,0.320889,0.000062734565,0.00720284,0.009007726,0.6498567,0.00038587154],"about_ca_topic_score_codex":0.0005699735,"about_ca_topic_score_gemma":0.0040552644,"teacher_disagreement_score":0.42780855,"about_ca_system_score_codex":0.0005574294,"about_ca_system_score_gemma":0.0012048822,"threshold_uncertainty_score":0.9264942},"labels":[],"label_agreement":null},{"id":"W3128473343","doi":"10.46743/2160-3715/2021.4565","title":"Use of Ecomaps in Qualitative Health Research","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Qualitative research; Credibility; Confidentiality; Photo elicitation; Qualitative property; Psychology; Triangulation; Health care; Computer science; Data science; Applied psychology; Medical education; Knowledge management; Medicine; Sociology","score_opus":0.9786096307871758,"score_gpt":0.8554803533343197,"score_spread":0.12312927745285607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128473343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586481,0.00062834384,0.0010819382,0.021451266,0.00014585663,0.0006998083,0.000026956171,0.000031227755,0.017286522],"genre_scores_gemma":[0.9832797,0.00018721541,0.0068283253,0.00018567401,0.00006853104,0.00011018129,0.000008997347,0.000018366965,0.009313],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.85981834,0.13481677,0.0011627574,0.00048260263,0.002653461,0.0010660705],"domain_scores_gemma":[0.96364933,0.0332694,0.0003876542,0.0006181621,0.0017924401,0.0002829887],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16064778,0.00010484775,0.00042601512,0.00020963192,0.000543098,0.00006508944,0.0003154233,0.00007493253,0.00017743587],"category_scores_gemma":[0.103465684,0.00008302891,0.00009765103,0.002236608,0.0023647752,0.00031747544,0.00017591416,0.0006179317,0.000033081782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045751283,0.00015887164,0.00061192905,0.000030149435,0.00003141914,0.0001603069,0.8211419,0.0000038032615,0.00050612126,0.17415702,0.0018788889,0.0012738245],"study_design_scores_gemma":[0.00013921666,0.00014822934,0.0037976801,0.00009496948,0.0000026128785,0.0000054714046,0.8776387,0.0000133480735,0.0019718278,0.078773566,0.037308775,0.00010563202],"about_ca_topic_score_codex":0.019200524,"about_ca_topic_score_gemma":0.010807514,"teacher_disagreement_score":0.10383101,"about_ca_system_score_codex":0.00052550406,"about_ca_system_score_gemma":0.0046288916,"threshold_uncertainty_score":0.9873307},"labels":[],"label_agreement":null},{"id":"W3129946036","doi":"10.7331/vm.v8i1.129","title":"Screening Participatory Videos and Cellphilms (Cellphone + Film Production) in Live-Audience and Online Spaces","year":2020,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Citizen journalism; Obligation; Participatory action research; Public relations; Participatory GIS; Sociology; Variety (cybernetics); Participatory culture; Internet privacy; Political science; Media studies; Computer science","score_opus":0.6591771336822803,"score_gpt":0.5807327099286974,"score_spread":0.07844442375358285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129946036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864649,0.0008186595,0.0005024652,0.010437497,0.00006997474,0.00034911835,0.0000033369872,0.000087257125,0.0012667647],"genre_scores_gemma":[0.9905756,0.00040301032,0.0076433,0.00051912427,0.00021356375,0.000029650015,9.2452e-7,0.000011550709,0.0006032443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974686,0.00081162236,0.00023996671,0.00048041515,0.00045806245,0.0005413504],"domain_scores_gemma":[0.99877053,0.00042612985,0.00006033444,0.000119006654,0.000066207846,0.00055778853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022177615,0.00012490009,0.0002209987,0.00007641911,0.00033579525,0.0001008431,0.00015581286,0.00006905761,0.0002594058],"category_scores_gemma":[0.0045282124,0.00011774122,0.000020831018,0.0005290825,0.0008626953,0.00043726436,0.0001646612,0.0002496427,0.00001922632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030676837,0.0004900714,0.64252734,0.00022953647,0.00005983051,0.00011158596,0.22651224,0.00045424674,0.033818126,0.0047222655,0.0036986982,0.08706929],"study_design_scores_gemma":[0.002483091,0.0012342485,0.559512,0.00038102045,0.00009044573,0.0000061161827,0.23294845,0.057901792,0.036125917,0.0023676166,0.10505946,0.0018897913],"about_ca_topic_score_codex":0.0013970141,"about_ca_topic_score_gemma":0.0035266837,"teacher_disagreement_score":0.10136076,"about_ca_system_score_codex":0.000030413263,"about_ca_system_score_gemma":0.00013014331,"threshold_uncertainty_score":0.54210204},"labels":[],"label_agreement":null},{"id":"W3131263521","doi":"10.1177/1940844721991088","title":"Contemplating Framing: Unpacking the Possibilities of Printmaking in Narrative Inquiry","year":2021,"lang":"en","type":"article","venue":"International Review of Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Printmaking; Narrative; Framing (construction); Unpacking; Narrative inquiry; Sociology; Aesthetics; Pedagogy; Psychology; Epistemology; Visual arts; Art; Linguistics; Engineering; Literature","score_opus":0.9377937699013696,"score_gpt":0.820708975506849,"score_spread":0.11708479439452069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131263521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9031077,0.031270172,0.0009885404,0.012311109,0.00027925314,0.0009177963,0.000022404196,0.000011328694,0.051091686],"genre_scores_gemma":[0.9915379,0.0056253867,0.0017960296,0.00011539419,0.000097647004,0.00009338753,0.0000043570362,0.000009022256,0.00072083634],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96887076,0.026709558,0.0008985061,0.00028381002,0.0028156184,0.00042173758],"domain_scores_gemma":[0.96812505,0.026609419,0.00033259412,0.00026740774,0.004580104,0.000085453474],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06763168,0.00008682577,0.0003680856,0.00022688134,0.00023828736,0.00004395831,0.0006491358,0.00005193427,0.0005160838],"category_scores_gemma":[0.15288025,0.00006744933,0.00012089072,0.0012443431,0.0021396216,0.00027270737,0.0003004961,0.00056854123,0.000008520538],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002278109,0.00008523888,0.0016453806,0.0010815574,0.000056064117,0.0000068742147,0.6616466,0.0000026284636,0.001949525,0.32538745,0.00015624927,0.007959639],"study_design_scores_gemma":[0.00019966705,0.00006461013,0.002251479,0.013487558,0.0000033913825,6.0220486e-7,0.93938607,0.000063783125,0.00523025,0.029290775,0.009928938,0.000092886294],"about_ca_topic_score_codex":0.0013237975,"about_ca_topic_score_gemma":0.0005877704,"teacher_disagreement_score":0.29609665,"about_ca_system_score_codex":0.00036092312,"about_ca_system_score_gemma":0.001532714,"threshold_uncertainty_score":0.9600694},"labels":[],"label_agreement":null},{"id":"W3131500583","doi":"10.1007/978-3-030-59601-9_8","title":"Ecosystems, Communities and Canoes: Using Photovoice to Understand Relationships Among Coastal Environments and Social Wellbeing","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Photovoice; Ecosystem; Geography; Sociology; Ecology; Art; Biology","score_opus":0.6779297215581999,"score_gpt":0.522050826481329,"score_spread":0.15587889507687092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131500583","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4180047,0.0007405002,0.003484422,0.00032086152,0.0002316518,0.0011671125,0.00017475757,0.000069846334,0.57580614],"genre_scores_gemma":[0.7213882,0.00038437638,0.0015573521,0.00011665255,0.00024115252,0.000012186411,0.000030499476,0.00007075558,0.27619877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99705744,0.0012707058,0.00030205294,0.00028036576,0.00068048906,0.0004089722],"domain_scores_gemma":[0.998306,0.0010379672,0.00012934649,0.000166504,0.000048277463,0.00031195788],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002707115,0.00022650618,0.00037573918,0.00015677673,0.002345907,0.00030082153,0.00015438284,0.00033835234,0.00040711346],"category_scores_gemma":[0.00020185452,0.00025490884,0.000047833782,0.000046535384,0.0010262616,0.00023633342,0.00035362245,0.0005545074,0.0000074211325],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006796915,0.00005742958,0.02722486,0.0004153212,0.00052948546,0.000096203745,0.32898495,0.00001978911,0.0013142021,0.6389749,0.00092976406,0.0013851367],"study_design_scores_gemma":[0.00075604295,0.00011608073,0.003985782,0.00096770923,0.00029199166,0.0000072404164,0.57084644,0.00078956614,0.00017757513,0.010902825,0.40961784,0.0015408929],"about_ca_topic_score_codex":0.0136752045,"about_ca_topic_score_gemma":0.18931097,"teacher_disagreement_score":0.6280721,"about_ca_system_score_codex":0.00042294423,"about_ca_system_score_gemma":0.00032066603,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W3133574514","doi":"10.1386/public_00038_1","title":"CoC Methodology: Generating Communities of Care Within Indigenous Spaces Through Trauma-Informed Visual Culture","year":2020,"lang":"en","type":"article","venue":"Public","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Theme (computing); Community practice; Sociology; Traditional knowledge; Visual arts; Media studies; Medicine; Art; Nursing; Computer science; Ecology","score_opus":0.7584089308578746,"score_gpt":0.6264424489732355,"score_spread":0.1319664818846391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133574514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803109,0.0009879782,0.0024136673,0.0016465881,0.00016629796,0.00041691944,0.00002351908,0.00015006885,0.013884053],"genre_scores_gemma":[0.9437498,0.00008431504,0.055024806,0.0006907552,0.0002588556,0.000051213527,0.000021187245,0.000017631462,0.00010145748],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.993759,0.0042809616,0.0003799509,0.0001781223,0.00074613997,0.00065582857],"domain_scores_gemma":[0.99763596,0.001182966,0.00023092587,0.00018373935,0.00044083918,0.00032555964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00307207,0.00015596366,0.0004061084,0.00007504023,0.0009680744,0.00023041757,0.00066671264,0.0001948116,0.00017545487],"category_scores_gemma":[0.007038696,0.0001384224,0.00009768443,0.00073731435,0.0009188164,0.000698073,0.00017754028,0.00045794898,0.000014808458],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028896557,0.000037192414,0.0094071105,0.00011435161,0.000057333036,0.0000028205548,0.966716,0.000035164732,0.0015453281,0.0148431,0.00024436662,0.0069683613],"study_design_scores_gemma":[0.00041018127,0.00055047305,0.0008732886,0.000027194099,0.000026439066,8.479437e-7,0.9227898,0.0004521653,0.013582792,0.0005647781,0.060453963,0.0002680625],"about_ca_topic_score_codex":0.003746028,"about_ca_topic_score_gemma":0.010804046,"teacher_disagreement_score":0.0602096,"about_ca_system_score_codex":0.00014136861,"about_ca_system_score_gemma":0.0011748722,"threshold_uncertainty_score":0.84264857},"labels":[],"label_agreement":null},{"id":"W3133618522","doi":"10.18357/jcs00202119137","title":"How Do Children and Their Mothers Make Sense of Photographs Containing Other Children?","year":2021,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Everyday life; Developmental psychology; Social psychology; Epistemology","score_opus":0.22299730265477874,"score_gpt":0.507976922634517,"score_spread":0.28497961997973825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133618522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97624767,0.02106834,0.00011375429,0.0012138826,0.00013175621,0.00017900692,0.00002118137,0.00001226587,0.0010121557],"genre_scores_gemma":[0.9948713,0.003611331,0.00091503543,0.00019245145,0.00030599398,0.0000026906077,3.5276005e-7,0.000020026067,0.0000807935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971139,0.001249505,0.00041302948,0.00019251168,0.00062718004,0.00040389405],"domain_scores_gemma":[0.9978712,0.0006663604,0.00047834357,0.00016414399,0.000611473,0.00020847975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032104433,0.00017754736,0.000641908,0.00018572583,0.00035880634,0.000116037125,0.00018178647,0.00007565485,0.00002021874],"category_scores_gemma":[0.0032580032,0.00012961251,0.00023666336,0.00042735678,0.00075435033,0.00020421344,0.00011311077,0.00033002679,4.6269273e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016313289,0.0005834766,0.61487347,0.000029289604,0.005666394,0.00005843413,0.32969624,0.000011159377,0.0059106727,0.002277374,0.00046593024,0.04026443],"study_design_scores_gemma":[0.0023655323,0.0007292072,0.77641255,0.00044870083,0.0002065282,0.00015198464,0.19534823,0.0000018802893,0.015986925,0.006008097,0.0019625532,0.0003778235],"about_ca_topic_score_codex":0.00006293154,"about_ca_topic_score_gemma":0.0001837389,"teacher_disagreement_score":0.16153906,"about_ca_system_score_codex":0.00004559738,"about_ca_system_score_gemma":0.0002949745,"threshold_uncertainty_score":0.5285445},"labels":[],"label_agreement":null},{"id":"W3134594144","doi":"10.1177/2043610621995830","title":"An arts-based approach with youth born of genocidal rape in Rwanda: The river of life as an autobiographical mapping tool","year":2021,"lang":"en","type":"article","venue":"Global Studies of Childhood","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Genocide; The arts; Meaning (existential); Sociology; Tragedy (event); Sexual violence; Psychology; Gender studies; Criminology; Social science; Political science; Law; Psychotherapist","score_opus":0.30370721268316053,"score_gpt":0.5201338015566146,"score_spread":0.21642658887345406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134594144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99372756,0.0012915441,0.0006093127,0.00048484612,0.000042323474,0.000382467,0.0000846427,0.000022029968,0.003355286],"genre_scores_gemma":[0.99431247,0.00009652228,0.005336557,0.00016273331,0.000056106273,0.00002040993,0.000005788124,0.000007340204,0.0000020807956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960562,0.001580911,0.0004516037,0.00034281018,0.0010611553,0.0005073488],"domain_scores_gemma":[0.99842983,0.0002643495,0.000210392,0.0003739237,0.0005150666,0.00020641462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031895286,0.00015854614,0.00055227743,0.00007334053,0.00029631078,0.000022245878,0.00046099734,0.000096365504,0.000014553732],"category_scores_gemma":[0.002657701,0.000112228714,0.0001286158,0.001495585,0.0022852574,0.00016199582,0.00014006157,0.00018821166,6.0033364e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069729856,0.004451482,0.744821,0.00019674865,0.0012583376,0.00002557846,0.1977649,0.00087455555,0.0005783498,0.03638262,0.00011965197,0.012829449],"study_design_scores_gemma":[0.0017013546,0.00077555404,0.85451937,0.000113559916,0.000091786686,8.259474e-7,0.13878287,0.000102272556,0.0008565248,0.0025396636,0.00028862414,0.00022756691],"about_ca_topic_score_codex":0.0013931624,"about_ca_topic_score_gemma":0.0012900512,"teacher_disagreement_score":0.10969837,"about_ca_system_score_codex":0.00007495695,"about_ca_system_score_gemma":0.0013671783,"threshold_uncertainty_score":0.84201264},"labels":[],"label_agreement":null},{"id":"W3137008376","doi":"10.15273/jue.v11i1.10870","title":"The New Normal in Urban Pakistan: A Journey of Undergraduate Students Through Photovoice","year":2021,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Empathy; Feeling; Participatory action research; Narrative; Agency (philosophy); Anxiety; Pandemic; Sociology; Isolation (microbiology); Psychology; Coronavirus disease 2019 (COVID-19); Social psychology; Social science; Economic growth; Medicine; Disease","score_opus":0.34813917158137253,"score_gpt":0.5933536237517905,"score_spread":0.24521445217041793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137008376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7403011,0.016805306,0.04580628,0.16274421,0.008077384,0.0030842004,0.00005408496,0.00019313651,0.022934295],"genre_scores_gemma":[0.9771482,0.008458688,0.006707774,0.00044548878,0.0006552317,0.00005265545,0.0000035067583,0.000060842824,0.0064676623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99215275,0.0028250655,0.0011001622,0.0003609584,0.0022210926,0.0013399753],"domain_scores_gemma":[0.99479765,0.0028102023,0.0005901648,0.00040235615,0.0007820765,0.00061752636],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008918616,0.0002684553,0.0004956537,0.00031143276,0.0020315195,0.0006581338,0.0011810722,0.0001838142,0.000024932564],"category_scores_gemma":[0.0029057944,0.00021441803,0.0006579184,0.0025992214,0.0008265118,0.0007374086,0.00016913185,0.0010618485,0.0000067089145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023347943,0.0028244893,0.24053086,0.00028844926,0.0025527088,0.0006032026,0.113376856,0.00036628946,0.010852253,0.39254677,0.20671463,0.027008714],"study_design_scores_gemma":[0.003278569,0.0003820611,0.0065312875,0.0002632929,0.00010984795,0.000022438564,0.019600628,0.000068108835,0.0048069954,0.47246823,0.4920301,0.00043842784],"about_ca_topic_score_codex":0.0011312146,"about_ca_topic_score_gemma":0.010997054,"teacher_disagreement_score":0.2853155,"about_ca_system_score_codex":0.00026334394,"about_ca_system_score_gemma":0.0020919973,"threshold_uncertainty_score":0.9992677},"labels":[],"label_agreement":null},{"id":"W3137573182","doi":"10.1016/j.sapharm.2021.03.006","title":"Drawing out experience: Arts-informed qualitative research exploring public perceptions of community pharmacy services","year":2021,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta College of Pharmacy","keywords":"Focus group; Pharmacy; Qualitative research; Health care; Medical education; Exploratory research; Perception; Medicine; Psychology; Public relations; Nursing; Sociology; Political science","score_opus":0.9756044016383798,"score_gpt":0.81466778078266,"score_spread":0.1609366208557198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137573182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95331895,0.0002662383,0.000028340039,0.0082973745,0.000104945706,0.0005444348,0.000064933585,0.0000370557,0.037337735],"genre_scores_gemma":[0.99684906,0.0013111996,0.00030462022,0.00006199627,0.00036533913,0.00064188236,0.000015262789,0.000016750817,0.00043386628],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9592095,0.0352034,0.00062894024,0.0003975587,0.002895982,0.0016646229],"domain_scores_gemma":[0.9873033,0.009017431,0.00011018575,0.00024756405,0.0025434163,0.00077806314],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.03299538,0.00019374711,0.00043329017,0.00042841266,0.005526205,0.00048431152,0.00078185747,0.00008001716,0.0006418857],"category_scores_gemma":[0.0069307797,0.00020595538,0.00010978218,0.0031664472,0.005603801,0.0018760598,0.0007370183,0.0023857474,0.000029688956],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014750546,0.00064810977,0.018206583,0.00026222554,0.000047297046,0.000044881435,0.90696466,1.5224325e-7,0.011571597,0.042164706,0.00016666489,0.019775594],"study_design_scores_gemma":[0.0009262393,0.00009340033,0.0064492356,0.00011268433,0.0000043674518,9.20435e-7,0.9386866,0.000034355242,0.010442374,0.01134386,0.031718027,0.00018790856],"about_ca_topic_score_codex":0.007112332,"about_ca_topic_score_gemma":0.010286947,"teacher_disagreement_score":0.04353014,"about_ca_system_score_codex":0.0007323869,"about_ca_system_score_gemma":0.005595199,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W3138329216","doi":"10.21083/csieci.v14i1.6456","title":"Black Time in the Age of COVID","year":2021,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Telematics; Coronavirus disease 2019 (COVID-19); Improvisation; Hacker; 2019-20 coronavirus outbreak; Latency (audio); Telehealth; Musical; Psychology; Health care; Medicine; Visual arts; Computer science; Computer security; Art; Political science; Telemedicine; Telecommunications; Law","score_opus":0.5747061400812123,"score_gpt":0.6537756641947875,"score_spread":0.07906952411357515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138329216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9353549,0.0012898238,0.0042514997,0.035841398,0.000512127,0.0019132037,0.000041723164,0.00017875222,0.020616602],"genre_scores_gemma":[0.9949014,0.00058206037,0.0025380638,0.0012982138,0.00023785717,0.00024256372,0.000025713074,0.000019397003,0.0001547372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99088836,0.005934897,0.0008400949,0.00047810844,0.0010526816,0.0008058686],"domain_scores_gemma":[0.9910493,0.0076097874,0.00009160499,0.00035311608,0.0007521802,0.00014400386],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011382443,0.00020556511,0.0004579095,0.00022485289,0.0003040067,0.00013648694,0.00042542582,0.00020783559,0.00012861322],"category_scores_gemma":[0.07822444,0.00018481204,0.00010554861,0.0009821407,0.0025914311,0.0006627677,0.00017892041,0.00044770874,0.00001858295],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100030404,0.0009172148,0.0048606996,0.0008752032,0.000052919826,0.00021443081,0.29127017,0.000036180536,0.0321632,0.65246135,0.000806264,0.016242322],"study_design_scores_gemma":[0.002933456,0.0011973886,0.05980662,0.0006795897,0.00018143326,0.000012814886,0.63528734,0.0036978342,0.024975913,0.224349,0.04542166,0.0014569355],"about_ca_topic_score_codex":0.0008228735,"about_ca_topic_score_gemma":0.004193601,"teacher_disagreement_score":0.42811236,"about_ca_system_score_codex":0.0009336664,"about_ca_system_score_gemma":0.0008639561,"threshold_uncertainty_score":0.9548236},"labels":[],"label_agreement":null},{"id":"W3139370375","doi":"10.1177/1609406920987934","title":"Silent Voices, Absent Bodies, and Quiet Methods: Revisiting the Processes and Outcomes of Personal Knowledge Production Through Body-Mapping Methodologies Among Indigenous Youth","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Narrative; Indigenous; Sociology; Aesthetics; Problematization; Personal narrative; Psychology; Epistemology; Art; Literature","score_opus":0.8935850819751575,"score_gpt":0.7452096661845733,"score_spread":0.14837541579058422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139370375","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53911906,0.022970084,0.43124253,0.00426033,0.0011339793,0.00033918858,0.00002919741,0.000021754428,0.0008838636],"genre_scores_gemma":[0.1750728,0.0024798133,0.821365,0.00009169219,0.00063995656,0.00001999733,0.000002060701,0.000017964223,0.00031068615],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9554728,0.041777942,0.0010236892,0.0003361399,0.0010340821,0.0003553245],"domain_scores_gemma":[0.96834743,0.026199067,0.0013281114,0.00013637157,0.0038427813,0.0001462559],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07113991,0.00020913969,0.00067434716,0.0002221388,0.00046693443,0.00018569443,0.00045732225,0.00009933847,0.000026381715],"category_scores_gemma":[0.11779301,0.00014706304,0.0001660928,0.00037535117,0.0015830722,0.0007584788,0.0002800383,0.00051168265,4.032816e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007454779,0.00006862921,0.009753253,0.00016142486,0.00074530975,0.0000108236345,0.88618964,0.000005153169,0.0043823826,0.0021279273,0.000018142347,0.09646276],"study_design_scores_gemma":[0.000421273,0.0001309577,0.028161354,0.00054627866,0.00014334822,0.000030833344,0.91029376,0.000036531517,0.03079163,0.024907282,0.004298378,0.00023837971],"about_ca_topic_score_codex":0.0005653919,"about_ca_topic_score_gemma":0.00015382121,"teacher_disagreement_score":0.3901225,"about_ca_system_score_codex":0.00021090309,"about_ca_system_score_gemma":0.0010079358,"threshold_uncertainty_score":0.95645696},"labels":[],"label_agreement":null},{"id":"W3140565718","doi":"10.1353/esc.2018.0029","title":"Research-Creation for the Community: Pedagogy, Feminist Maker Cultures, and the Critical Work of Making Face Masks in the Time of Covid-19","year":2018,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Face (sociological concept); Rhetoric; Politics; Cultural studies; Media studies; Social science; Political science; Law; Anthropology","score_opus":0.6598207771377482,"score_gpt":0.695909572086249,"score_spread":0.03608879494850081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140565718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83431804,0.015647635,0.00033366715,0.082824826,0.001145753,0.0050846264,0.00017675644,0.000026948874,0.060441732],"genre_scores_gemma":[0.99869144,0.00015305453,0.00012748674,0.0005803009,0.0001494985,0.0001714295,5.0567513e-7,0.000004969227,0.000121310986],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9901826,0.008208253,0.0002639127,0.00011819533,0.0008214649,0.0004055791],"domain_scores_gemma":[0.94600403,0.053104594,0.00006174152,0.00029975022,0.0004733142,0.00005657211],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.029005155,0.000072538074,0.0002207435,0.000044219563,0.0014839087,0.000037861922,0.00063744735,0.000042931104,0.00001888287],"category_scores_gemma":[0.103988096,0.000038377417,0.000024676065,0.0006314553,0.009092484,0.00004532322,0.0002728153,0.00050605973,1.8334983e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030714733,0.00004037581,0.011118774,0.00010821453,0.0000631313,0.0000039282636,0.90504575,0.00002134737,0.0000037839886,0.04582443,0.03614474,0.0013183808],"study_design_scores_gemma":[0.0004104024,0.000054995307,0.0038606303,0.000072755945,0.000015285817,1.9208923e-7,0.8660629,0.00009532936,0.00002145106,0.0040851166,0.12526841,0.000052515094],"about_ca_topic_score_codex":0.7041726,"about_ca_topic_score_gemma":0.968798,"teacher_disagreement_score":0.2646254,"about_ca_system_score_codex":0.0005166976,"about_ca_system_score_gemma":0.0016979979,"threshold_uncertainty_score":0.99984354},"labels":[],"label_agreement":null},{"id":"W3140772997","doi":"10.1080/14733285.2021.1907311","title":"Feminist ethicality in child-animal research: worlding through complex stories","year":2021,"lang":"en","type":"article","venue":"Children s Geographies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Scholarship; Sociology; Focus (optics); Ethnography; Meaning (existential); Gender studies; Epistemology; Anthropology; Political science; Law","score_opus":0.7482587312156749,"score_gpt":0.6611711505991216,"score_spread":0.0870875806165533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140772997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89855564,0.0016907798,0.000023802413,0.006120866,0.00016468515,0.00038147377,0.000034854253,0.00014294287,0.09288498],"genre_scores_gemma":[0.99590296,0.00082428264,0.0021794224,0.0003277312,0.00043057877,0.000068381814,0.000021185448,0.000025017755,0.0002204429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9886883,0.006759899,0.00046169775,0.00071106385,0.0019037944,0.0014752323],"domain_scores_gemma":[0.99659985,0.002017785,0.00007906681,0.0005437078,0.00041776177,0.00034182006],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.012100609,0.0002075503,0.0004251878,0.00050014997,0.0024700207,0.0004383405,0.0007239183,0.00025347664,0.00066968997],"category_scores_gemma":[0.009302231,0.00021886689,0.00018474487,0.0058816215,0.005032839,0.0003334703,0.00050828827,0.0015919039,0.00005171768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007690154,0.00026787512,0.7230249,0.000021377014,0.00005952921,0.00007174689,0.030394744,0.0000017068273,0.00029547754,0.24270599,0.0020769204,0.0010028048],"study_design_scores_gemma":[0.00038720833,0.00008170195,0.87076235,0.00010742136,0.00001102593,0.0000066226207,0.017967936,0.000004398886,0.0011764526,0.02163915,0.087541245,0.00031446415],"about_ca_topic_score_codex":0.005669901,"about_ca_topic_score_gemma":0.016246537,"teacher_disagreement_score":0.22106683,"about_ca_system_score_codex":0.0001503659,"about_ca_system_score_gemma":0.000506613,"threshold_uncertainty_score":0.9990428},"labels":[],"label_agreement":null},{"id":"W3142850782","doi":"10.33524/cjar.v21i2.545","title":"Call for Article Submissions for CJAR Special Issue: Action Research and the Arts","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Action research; The arts; Call to action; Sociology; Action (physics); Mathematics education; Library science; Pedagogy; Psychology; Political science; Computer science; Business; Law; Advertising","score_opus":0.9331526792615478,"score_gpt":0.7438838787800712,"score_spread":0.18926880048147654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142850782","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33291647,0.00041592907,0.0017088628,0.6465845,0.0010872955,0.0035625326,0.000038292736,0.000015659582,0.013670473],"genre_scores_gemma":[0.984282,0.0001718257,0.00041404966,0.00033785633,0.010120086,0.000113993934,6.862071e-7,0.000021537451,0.004537927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930178,0.0040313536,0.0003050506,0.00017626335,0.0014574152,0.0010121003],"domain_scores_gemma":[0.9889101,0.0068252943,0.000095639036,0.00017390058,0.0023921838,0.0016028829],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0418277,0.000073900366,0.00018232767,0.0002993575,0.0056199334,0.00056846073,0.00061497244,0.00011014526,0.0004597443],"category_scores_gemma":[0.030848203,0.000046719404,0.00010016604,0.0009432739,0.0026884011,0.0003184851,0.000042938438,0.0012072894,0.000029936513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043916344,0.00008421605,0.0006796319,0.00008014916,0.00013032812,0.000025285339,0.064327374,0.00005675564,0.0051230253,0.09189767,0.756268,0.07693589],"study_design_scores_gemma":[0.0009809153,0.000549482,0.0007394376,0.000019782055,0.000012007438,0.0000044881963,0.019332178,0.000793959,0.0025402962,0.019691011,0.9552771,0.000059339996],"about_ca_topic_score_codex":0.016733749,"about_ca_topic_score_gemma":0.17728527,"teacher_disagreement_score":0.6513656,"about_ca_system_score_codex":0.0005827563,"about_ca_system_score_gemma":0.0048690713,"threshold_uncertainty_score":0.9956746},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3143404649","doi":"10.1177/10497323211002489","title":"The “Sticky Notes” Method: Adapting Interpretive Description Methodology for Team-Based Qualitative Analysis in Community-Based Participatory Research","year":2021,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; Simon Fraser University; University of British Columbia; AIDS Vancouver","funders":"Canadian Institutes of Health Research","keywords":"Qualitative research; Citizen journalism; Participatory action research; Sociology; Psychology; Qualitative analysis; Management science; Engineering ethics; Computer science; Engineering; Social science; World Wide Web","score_opus":0.9812287496963129,"score_gpt":0.8381235150390258,"score_spread":0.14310523465728708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143404649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09935593,0.0014817569,0.85620517,0.037164353,0.00022833301,0.0036376785,0.00020685574,0.00009829084,0.0016216179],"genre_scores_gemma":[0.7742547,0.00009069352,0.2198234,0.001049504,0.00012975057,0.004016722,0.0000664665,0.00006502475,0.00050371885],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.3252131,0.6642747,0.0015928495,0.001009192,0.0040225554,0.003887626],"domain_scores_gemma":[0.43572155,0.5535744,0.00038908553,0.0010995967,0.008166771,0.0010486053],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.6964473,0.00034016275,0.0012795229,0.002430086,0.010000802,0.000472827,0.0014536723,0.00039191943,0.00012002653],"category_scores_gemma":[0.5018268,0.00030364876,0.00042432515,0.012837328,0.0066368263,0.00036016453,0.00042562478,0.005499986,0.00004193624],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0014026724,0.0006306225,0.0007304996,0.00038266002,0.00029577507,0.000009690484,0.8689216,0.0005773212,0.0010889546,0.11572914,0.00076260016,0.009468463],"study_design_scores_gemma":[0.0008703255,0.0013454143,0.0010925358,0.00029856127,0.00004202065,1.3404087e-7,0.89467883,0.019781286,0.0023476386,0.06779505,0.01145521,0.00029300014],"about_ca_topic_score_codex":0.04371947,"about_ca_topic_score_gemma":0.11210323,"teacher_disagreement_score":0.6748988,"about_ca_system_score_codex":0.0048152255,"about_ca_system_score_gemma":0.016576119,"threshold_uncertainty_score":0.9999416},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","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":"high"}],"label_agreement":"split"},{"id":"W3144763445","doi":"10.53967/cje-rce.v44i1.4535","title":"Zine Production with Queer Youth and Pre-Service Teachers in New Brunswick, Canada: Exploring Connections, Divergences, and Visual Practices","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Queer; Sociology; Solidarity; Gender studies; Participatory action research; Citizen journalism; Pedagogy; Politics; Political science","score_opus":0.4418605165008963,"score_gpt":0.48603866530171924,"score_spread":0.044178148800822936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144763445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97978806,0.0012169345,0.00005081896,0.017010106,0.0015494134,0.00016937428,0.0000025508934,0.0000034479808,0.00020927707],"genre_scores_gemma":[0.99693024,0.00024556302,0.00078388106,0.00024291249,0.0005962279,0.000010370229,0.000006782377,0.0000125126435,0.00117148],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99818665,0.0006634938,0.000293813,0.00023569305,0.00015230927,0.000468033],"domain_scores_gemma":[0.9969045,0.00018703005,0.0003934813,0.00010845131,0.0007934522,0.0016131031],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0022140606,0.00010322499,0.00016291565,0.0003342338,0.0003723456,0.00013356158,0.000111093264,0.00006003557,0.000056263605],"category_scores_gemma":[0.009409075,0.00011605128,0.000013144988,0.0008641681,0.000104690895,0.0008622965,0.0000073901883,0.0002922027,3.832204e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025675383,0.000048702037,0.48155487,0.00006599925,0.00004070674,0.000027252925,0.49895746,0.00011254682,0.000156115,0.0021940072,0.0012498422,0.015566833],"study_design_scores_gemma":[0.00018046962,0.00006773031,0.48073134,0.00027350537,0.00006467151,0.00012684334,0.4686885,0.000032029096,0.00019145447,0.00019619442,0.04925968,0.00018757938],"about_ca_topic_score_codex":0.99173266,"about_ca_topic_score_gemma":0.99996513,"teacher_disagreement_score":0.15858234,"about_ca_system_score_codex":0.0037148297,"about_ca_system_score_gemma":0.16229717,"threshold_uncertainty_score":0.9989351},"labels":[],"label_agreement":null},{"id":"W3151837118","doi":"10.1177/1035719x20982087","title":"Book review: Qualitative inquiry: Thematic, narrative and arts-based perspectives (2nd edition)","year":2020,"lang":"en","type":"article","venue":"Evaluation Journal of Australasia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Thematic map; Narrative; The arts; Narrative inquiry; Epistemology; Sociology; Visual arts; Art; Literature; Philosophy; Geography; Cartography","score_opus":0.6949894939658819,"score_gpt":0.6938884711478448,"score_spread":0.001101022818037145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151837118","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24979119,0.19662201,0.036963444,0.5053477,0.000958514,0.004184057,0.000018842564,0.00009374291,0.00602049],"genre_scores_gemma":[0.9794704,0.0045093284,0.006027923,0.007964731,0.0015837624,0.00006315616,0.0000028529844,0.000022802411,0.00035505262],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991137,0.0062383623,0.0005296428,0.00017214408,0.0016915469,0.00023125383],"domain_scores_gemma":[0.99608755,0.001133868,0.00053242553,0.000081158396,0.0017531462,0.00041184554],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013154943,0.0001155373,0.00033021538,0.00009407393,0.0003008642,0.000072369854,0.00017406899,0.00005613718,0.004574106],"category_scores_gemma":[0.02229311,0.00009790864,0.000101171136,0.00036837487,0.0006651182,0.0008075439,0.000015511128,0.00031563162,0.000018175815],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007856995,0.0000766528,0.00006834738,0.000119199496,0.00007763011,0.000010242614,0.770768,0.000049395032,0.00026821363,0.0016614974,0.22480023,0.002022051],"study_design_scores_gemma":[0.0017385415,0.0013042347,0.0021454091,0.001368161,0.0003120594,0.000008852086,0.89265555,0.0012781654,0.0011831617,0.0042612054,0.09343783,0.00030680595],"about_ca_topic_score_codex":0.0000038178864,"about_ca_topic_score_gemma":0.0000031356371,"teacher_disagreement_score":0.72967917,"about_ca_system_score_codex":0.00020482196,"about_ca_system_score_gemma":0.0011508625,"threshold_uncertainty_score":0.99633586},"labels":[],"label_agreement":null},{"id":"W3153071754","doi":"10.4324/9781003053408-10","title":"Developing the Relational Dimension of Participatory Design Through Creativity-Based Methods","year":2021,"lang":"en","type":"book","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Opetushallitus","keywords":"Dimension (graph theory); Creativity; Citizen journalism; Computer science; Participatory design; Sociology; Psychology; Engineering; Mathematics; Social psychology; World Wide Web; Operations management","score_opus":0.9057822477672549,"score_gpt":0.6946707019813009,"score_spread":0.21111154578595404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153071754","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039747716,0.00052027643,0.7152692,0.0008567612,0.0002061619,0.00052790245,0.000005806225,0.000052874406,0.28252128],"genre_scores_gemma":[0.00035891362,0.00008330589,0.74340516,0.00049312506,0.00019168273,0.00012877882,0.000018808496,0.0000406014,0.2552796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9792359,0.017590512,0.00059554254,0.0004489275,0.0015450568,0.0005841017],"domain_scores_gemma":[0.9783446,0.019971022,0.00035966127,0.00047834805,0.0006907493,0.00015557378],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02179442,0.00025264264,0.0005627062,0.00009478724,0.0007766366,0.00005563394,0.00044583372,0.0004399709,0.0016777242],"category_scores_gemma":[0.00976662,0.00018739323,0.00019825705,0.00039472853,0.0014721471,0.0001904128,0.00017050853,0.0005914826,0.00003991749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039291674,0.00005871515,0.00013912225,0.00007176448,0.0001394744,0.000011125379,0.0062040114,0.00018952023,0.00040416865,0.97819424,0.009910823,0.004637762],"study_design_scores_gemma":[0.00029072963,0.000093583956,0.00038250067,0.0004608053,0.0001782544,3.9569235e-7,0.0011824756,0.0014814605,0.016771674,0.12813441,0.85050786,0.0005158478],"about_ca_topic_score_codex":0.00025124705,"about_ca_topic_score_gemma":0.00015861326,"teacher_disagreement_score":0.8500598,"about_ca_system_score_codex":0.00076037925,"about_ca_system_score_gemma":0.01615652,"threshold_uncertainty_score":0.99923486},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3153472428","doi":"10.3390/ijerph18084315","title":"Understanding Youth’s Lived Experience of Anxiety through Metaphors: A Qualitative, Arts-Based Study","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; University of Manitoba","keywords":"Anxiety; Biopsychosocial model; Lived experience; Psychology; Photovoice; Phenomenology (philosophy); Qualitative research; Feeling; Narrative inquiry; Narrative; Distress; Developmental psychology; Psychotherapist; Social psychology; Sociology; Psychiatry","score_opus":0.9146143625931776,"score_gpt":0.71704784063554,"score_spread":0.1975665219576377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153472428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872466,0.00064351765,0.005660887,0.005059527,0.00015431886,0.00021231455,0.000042049618,0.000003822557,0.0009769965],"genre_scores_gemma":[0.99657935,0.0013692065,0.0017012118,0.00015198643,0.00010238274,0.000008441915,0.00000371738,0.000008125101,0.00007557357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9891126,0.0060083615,0.00060432503,0.00021688628,0.0035096195,0.0005481699],"domain_scores_gemma":[0.99709046,0.0015134334,0.0002948086,0.00012780246,0.0003705817,0.00060290884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01799761,0.00008638419,0.00025623612,0.00026219463,0.00038623248,0.00017012002,0.0004647268,0.0000453395,0.0004862406],"category_scores_gemma":[0.0045717754,0.00007880476,0.00007795363,0.00035118777,0.0009821496,0.0006195265,0.00016806484,0.00044686988,0.0000026527255],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028552537,0.004755379,0.08259971,0.000021005628,0.0002759354,0.00009923622,0.89255106,0.0000058652504,0.002344687,0.009738834,0.00012411857,0.007198664],"study_design_scores_gemma":[0.0008783371,0.0009291175,0.011252956,0.00005285866,0.000003162516,0.000003974294,0.977521,0.000027156479,0.000566556,0.0031803648,0.005509903,0.00007459706],"about_ca_topic_score_codex":0.0007760657,"about_ca_topic_score_gemma":0.00035274815,"teacher_disagreement_score":0.084969975,"about_ca_system_score_codex":0.0012711205,"about_ca_system_score_gemma":0.002098452,"threshold_uncertainty_score":0.6237648},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3153991289","doi":"","title":"Mapping Memories of Exiles: Combining Conventional and Alternative Cartographic Approaches","year":2019,"lang":"en","type":"book-chapter","venue":"Spectrum Research Repository (Concordia University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Key (lock); Cartography; Collective memory; Geography; History; Visual arts; Computer science; Art; Political science","score_opus":0.42920581889848913,"score_gpt":0.4547429360751388,"score_spread":0.025537117176649693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153991289","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08017068,0.00066921796,0.00015421488,0.00022678118,0.00043620632,0.0008573566,0.000033462336,0.00005826677,0.9173938],"genre_scores_gemma":[0.6375267,0.0005384953,0.000074520445,0.0000027205351,0.00027412095,0.0000028810925,0.000007887643,0.000037330192,0.36153537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939498,0.0020287645,0.0003678305,0.0007818633,0.0020001568,0.00087159104],"domain_scores_gemma":[0.99624854,0.0018910604,0.00034580886,0.0004836128,0.00052240246,0.0005085879],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004276584,0.00029727607,0.00065962196,0.0019348618,0.0011602457,0.00014669905,0.0008751295,0.00041444873,0.00017823144],"category_scores_gemma":[0.0004191105,0.00035404388,0.00027678904,0.00052664813,0.005551419,0.0004063244,0.0006451714,0.0013515559,0.000023243803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016237996,0.000044717162,0.018948141,0.0002126441,0.00043566508,0.00026498208,0.0051319473,0.000004158556,0.00030118393,0.973731,0.00019506438,0.0005681451],"study_design_scores_gemma":[0.0028374651,0.0016692741,0.020108346,0.002154957,0.000220963,0.00002325059,0.058333065,0.00038501996,0.006647396,0.10523564,0.8004897,0.0018948935],"about_ca_topic_score_codex":0.007665518,"about_ca_topic_score_gemma":0.0039786063,"teacher_disagreement_score":0.86849535,"about_ca_system_score_codex":0.00065346813,"about_ca_system_score_gemma":0.0026874028,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W3158316705","doi":"10.1016/j.healthplace.2021.102572","title":"In-situ at a distance? challenges and opportunities for health and place research methods in a post-COVID-19 world","year":2021,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Université de Sherbrooke","funders":"Canada Research Chairs","keywords":"Distancing; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Equity (law); Sociology; Social distance; Psychology; Public relations; Engineering ethics; Medicine; Political science; Engineering; Infectious disease (medical specialty); Disease","score_opus":0.8662930803340283,"score_gpt":0.7334344167067935,"score_spread":0.13285866362723475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158316705","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1302526,0.16036338,0.0011303737,0.6979228,0.00022715388,0.0026083973,0.0000600667,0.00007518361,0.0073600137],"genre_scores_gemma":[0.22508173,0.46161327,0.15395941,0.08617854,0.0007917511,0.0037530405,0.000058077436,0.00021666165,0.06834753],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9780028,0.018349757,0.0005343515,0.0007021307,0.00075445295,0.0016565169],"domain_scores_gemma":[0.9853058,0.012127533,0.00012845357,0.00028056034,0.00019966427,0.0019580033],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.051268216,0.00016217417,0.00054861995,0.000511956,0.0010098326,0.00008690677,0.00019881065,0.00011120293,0.000044450535],"category_scores_gemma":[0.013657761,0.00017433088,0.000032320026,0.0006941137,0.0007196706,0.0002801508,0.00026893985,0.0005532355,0.000002076853],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002257277,0.0004602498,0.002252217,0.005537361,0.00003127228,0.0003402461,0.559849,0.000009469884,0.0003052355,0.19575016,0.019114504,0.21409297],"study_design_scores_gemma":[0.0011305312,0.00039358094,0.002714957,0.00022343341,0.00000149809,0.0000074662876,0.0981621,0.00015657916,0.000049166338,0.0044754483,0.8924911,0.0001941301],"about_ca_topic_score_codex":0.0038116255,"about_ca_topic_score_gemma":0.45229852,"teacher_disagreement_score":0.8733766,"about_ca_system_score_codex":0.00233108,"about_ca_system_score_gemma":0.012607124,"threshold_uncertainty_score":0.9946506},"labels":[],"label_agreement":null},{"id":"W3158591874","doi":"10.1177/10901981211002453","title":"A Photovoice Inquiry Into the Impacts of a Subsidized CSA Program on Participants’ Health","year":2021,"lang":"en","type":"article","venue":"Health Education & Behavior","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Providence Health Care; Oregon Health and Science University; Kaiser Permanente","keywords":"Photovoice; Agriculture; Focus group; Environmental health; Subsidy; Gerontology; Community health; Population; Population health; Public health; Health education; Health promotion; Medical education; Psychology; Medicine; Business; Economic growth; Marketing; Nursing; Political science; Geography; Economics","score_opus":0.7298379677908983,"score_gpt":0.7266967233504822,"score_spread":0.00314124444041608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158591874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710573,0.0014310437,0.000017004773,0.023978535,0.000986337,0.0021958328,0.0000050781346,0.00008620442,0.00024265598],"genre_scores_gemma":[0.98896927,0.0005604605,0.003645483,0.0036880581,0.0003005142,0.0024207283,0.000016179392,0.000022932705,0.00037634882],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99170446,0.0052228384,0.00066831015,0.0003687187,0.00097243296,0.0010632632],"domain_scores_gemma":[0.99676085,0.00070992945,0.00042137562,0.00055924855,0.00049384346,0.0010547452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007991512,0.0001442238,0.00036034794,0.00011983975,0.0009992769,0.000089142726,0.00030851757,0.00008525728,0.00027380048],"category_scores_gemma":[0.0039106864,0.00011962881,0.0000964859,0.0011875986,0.00050871726,0.00015531077,0.000052227726,0.00034809692,0.000052050378],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094959236,0.0076116873,0.029211596,0.00021484008,0.00001761418,0.000003265602,0.4356315,9.1007666e-7,0.001539521,0.006945388,0.007060671,0.511668],"study_design_scores_gemma":[0.00092202873,0.0016277747,0.57261986,0.0004934829,0.000053669115,0.000003172886,0.16965748,0.000017851566,0.008649211,0.0005117336,0.24506952,0.0003741955],"about_ca_topic_score_codex":0.02158835,"about_ca_topic_score_gemma":0.012712503,"teacher_disagreement_score":0.5434083,"about_ca_system_score_codex":0.00088419014,"about_ca_system_score_gemma":0.02831599,"threshold_uncertainty_score":0.984927},"labels":[],"label_agreement":null},{"id":"W3163791825","doi":"10.18432/ari29565","title":"AN URBAN WALKABOUT WITH CINDY SHERMAN'S PHOTOGRAPH, \"UNTITLED #466, 2008”","year":2021,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Character (mathematics); Portrait; Art; Visual arts; Coronavirus disease 2019 (COVID-19); Set (abstract data type); Art history; Computer science","score_opus":0.4782897550341769,"score_gpt":0.648734537024191,"score_spread":0.17044478199001412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163791825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89436287,0.00038760068,0.0026056124,0.010217951,0.00070786476,0.00041846852,0.000047281497,0.000091319125,0.09116101],"genre_scores_gemma":[0.9840062,0.0004003269,0.0037325087,0.00014534233,0.0015053379,0.00007631108,0.00003509571,0.00005008995,0.010048732],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98836356,0.004862238,0.00049367675,0.00058594136,0.00429927,0.0013953034],"domain_scores_gemma":[0.99499726,0.00084824493,0.000104711355,0.00040950163,0.0022998694,0.0013404347],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012907495,0.00022833167,0.00029683585,0.00069143146,0.0029008863,0.0013346811,0.0014219804,0.00015142422,0.016419373],"category_scores_gemma":[0.00082473026,0.00019801586,0.00020948696,0.0013591415,0.0016825391,0.0014573233,0.00014519427,0.001703228,0.0004714622],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0082204,0.011322613,0.21318878,0.00015474211,0.0025330025,0.021887343,0.39516342,0.0009597636,0.09141113,0.07737998,0.14971492,0.028063921],"study_design_scores_gemma":[0.0063987854,0.0024994735,0.106921986,0.00066546764,0.000100725636,0.0009799367,0.07574636,0.0040179496,0.00949543,0.02591517,0.76578075,0.0014779449],"about_ca_topic_score_codex":0.000091900365,"about_ca_topic_score_gemma":0.0029891008,"teacher_disagreement_score":0.61606586,"about_ca_system_score_codex":0.0004134293,"about_ca_system_score_gemma":0.002884134,"threshold_uncertainty_score":0.99970204},"labels":[],"label_agreement":null},{"id":"W3164165304","doi":"10.33137/ijournal.v6i2.36455","title":"Seeing Data, Feeling Data: The Visual Language of Numbers in Mona Chalabi’s Instagram Infographics","year":2021,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Infographic; Interactivity; Data visualization; Affordance; Computer science; Visualization; Social media; Feeling; World Wide Web; Data science; Multimedia; Human–computer interaction; Psychology","score_opus":0.40636962744062255,"score_gpt":0.6095662238200422,"score_spread":0.20319659637941967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164165304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941935,0.0004995987,0.000824586,0.0031114116,0.00033503262,0.00020478114,0.000052284722,0.000003812346,0.0007750147],"genre_scores_gemma":[0.99838066,0.00065445784,0.0006295708,0.0001420356,0.00014294486,0.0000010245672,0.000012999678,0.0000049339537,0.00003136447],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9944426,0.0015635311,0.0011904249,0.00007401513,0.002423301,0.00030613726],"domain_scores_gemma":[0.9964485,0.00064858847,0.00157565,0.000551282,0.00067888986,0.000097082004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019487234,0.000108593435,0.0002799802,0.00014111219,0.0005207432,0.00019279959,0.0032936698,0.000064834494,0.000023804343],"category_scores_gemma":[0.0048949374,0.00005608877,0.0001300688,0.0009415402,0.00041634234,0.0024486473,0.0010494757,0.0008136028,0.000002256767],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047614527,0.00072479877,0.18609323,0.00018486408,0.0010861538,0.000036532474,0.69528794,0.014761594,0.0038071852,0.004156668,0.0033020475,0.09008284],"study_design_scores_gemma":[0.0021939282,0.0001874649,0.2967783,0.0008864813,0.0002465768,0.00009840536,0.6563719,0.0068799304,0.003498646,0.0007125898,0.031865865,0.00027990888],"about_ca_topic_score_codex":0.0010626637,"about_ca_topic_score_gemma":0.0016189441,"teacher_disagreement_score":0.11068506,"about_ca_system_score_codex":0.00013074541,"about_ca_system_score_gemma":0.0006960383,"threshold_uncertainty_score":0.6753925},"labels":[],"label_agreement":null},{"id":"W3164398710","doi":"10.1093/fampra/cmab043","title":"More than words: methods to elicit talk in interviews","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University; University of Manitoba","funders":"","keywords":"Interview; Photo elicitation; Set (abstract data type); Adaptation (eye); Semi-structured interview; Flexibility (engineering); Applied psychology; Medical education; Qualitative research; Medicine; Psychology; Computer science; Knowledge management; Sociology","score_opus":0.6689269483201143,"score_gpt":0.7092979761037008,"score_spread":0.04037102778358648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164398710","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41792068,0.0039545377,0.07579795,0.038212188,0.001673521,0.0011684854,0.000012511822,0.00021824762,0.46104187],"genre_scores_gemma":[0.22119214,0.0008537793,0.7466895,0.020428868,0.0005982685,0.00038432775,0.0000048030065,0.00006509437,0.009783199],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9836587,0.013905754,0.00039288076,0.00048054213,0.00081502635,0.0007471099],"domain_scores_gemma":[0.9929996,0.0055725724,0.00011759755,0.00048345193,0.000365268,0.00046152214],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019499185,0.00014609809,0.00030561406,0.00017372298,0.00022509373,0.00021519764,0.00050716085,0.0001307952,0.0003143],"category_scores_gemma":[0.08125405,0.00015262021,0.000089197776,0.0019921877,0.00015142662,0.0009281965,0.00034187135,0.0005353629,0.00034537303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040327138,0.0012531786,0.0038480898,0.000067779525,0.00014164305,0.0014475443,0.23774178,0.000074028896,0.09127594,0.028280837,0.013331469,0.62213445],"study_design_scores_gemma":[0.00017549944,0.00005015962,0.009640268,0.00005714263,0.000018081786,0.0000032216062,0.07957873,0.0000831331,0.0027415392,0.00079790724,0.90666926,0.00018507076],"about_ca_topic_score_codex":0.006349575,"about_ca_topic_score_gemma":0.0035051124,"teacher_disagreement_score":0.8933378,"about_ca_system_score_codex":0.0003232191,"about_ca_system_score_gemma":0.00078225625,"threshold_uncertainty_score":0.95987},"labels":[],"label_agreement":null},{"id":"W3165311351","doi":"10.1080/17441692.2021.1928262","title":"Quilted cellphilm method: A participatory visual health research method for working with marginalised and stigmatised communities","year":2021,"lang":"en","type":"article","venue":"Global Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Foundation for AIDS Research","keywords":"Citizen journalism; Social media; Sociology; Participatory action research; Photovoice; Community-based participatory research; Public relations; Psychology; Political science; Computer science; World Wide Web; Visual arts","score_opus":0.8902008833468362,"score_gpt":0.7185522208019246,"score_spread":0.17164866254491162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165311351","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09737186,0.0064364434,0.71274614,0.16887431,0.00045570283,0.0043969112,0.00025415857,0.00050751114,0.008956963],"genre_scores_gemma":[0.49451804,0.0006603031,0.49620706,0.0069763237,0.00039062067,0.00079037895,0.00007550978,0.00006459941,0.00031716935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9414924,0.051143974,0.00082925154,0.0007146255,0.0022500365,0.003569759],"domain_scores_gemma":[0.9881747,0.0067015663,0.00031779046,0.0006179435,0.0013513879,0.002836633],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.088497095,0.0002875938,0.0008678743,0.0002745728,0.0038163508,0.0007604981,0.00059504533,0.00019144011,0.00015871473],"category_scores_gemma":[0.0069342004,0.0002780704,0.00009408464,0.0028114088,0.0011317112,0.00042918097,0.00036295177,0.00079525175,0.000008661047],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004872676,0.0010636128,0.02358104,0.001126102,0.0002965958,0.000041101834,0.08569378,0.000035035348,0.00006594658,0.2961853,0.018250301,0.5731739],"study_design_scores_gemma":[0.003629321,0.0019743114,0.022202874,0.0005645382,0.000026878033,0.000022595217,0.17938137,0.013958258,0.00008272825,0.012628353,0.76476175,0.0007670084],"about_ca_topic_score_codex":0.024799734,"about_ca_topic_score_gemma":0.032562327,"teacher_disagreement_score":0.74651146,"about_ca_system_score_codex":0.0019745578,"about_ca_system_score_gemma":0.020173142,"threshold_uncertainty_score":0.99996716},"labels":[],"label_agreement":null},{"id":"W3165619858","doi":"10.1177/16094069211013646","title":"Moving images, Moving Methods: Advancing Documentary Film for Qualitative Research","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; University of Manitoba; Memorial University of Newfoundland; University of Alberta; University of Guelph","funders":"","keywords":"Documentation; Conceptualization; Storytelling; Participant observation; Citizen journalism; Flexibility (engineering); Qualitative research; Data collection; Qualitative property; Process (computing); Computer science; Multimedia; Sociology; Narrative; World Wide Web; Art; Social science; Artificial intelligence; Management","score_opus":0.9290572727711511,"score_gpt":0.8427394584959917,"score_spread":0.08631781427515939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165619858","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010632301,0.0025354244,0.9687534,0.00974784,0.0021382186,0.00038748846,0.000060995502,0.000027776827,0.0057165646],"genre_scores_gemma":[0.010706713,0.00033649424,0.9845917,0.00046627247,0.0011585064,0.00008550892,0.000009121004,0.000046976143,0.0025987064],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8261373,0.16727754,0.0016591672,0.0005424353,0.0032706915,0.0011128688],"domain_scores_gemma":[0.8693736,0.11632774,0.0009764935,0.00027946403,0.012443407,0.00059926254],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.29931957,0.0002516425,0.0007254324,0.0008974492,0.00080253277,0.00042736114,0.0013291741,0.0001561829,0.00071470684],"category_scores_gemma":[0.23969361,0.00024554762,0.0005119995,0.0010560469,0.0011622809,0.0016590076,0.00040339484,0.0011871489,0.000010974034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000505512,0.00026542583,0.000056088367,0.000059031434,0.0008697963,0.00014435619,0.6419238,0.00010031464,0.09884296,0.07726237,0.0043986854,0.17557167],"study_design_scores_gemma":[0.0008957815,0.00024123442,0.00007411323,0.00026267514,0.0000412272,0.000016325026,0.5781533,0.00031322896,0.08239653,0.23984584,0.09751011,0.00024962393],"about_ca_topic_score_codex":0.00075650547,"about_ca_topic_score_gemma":0.00014250605,"teacher_disagreement_score":0.17532204,"about_ca_system_score_codex":0.0016417896,"about_ca_system_score_gemma":0.002720149,"threshold_uncertainty_score":0.9999997},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W3165864739","doi":"10.1007/s40037-021-00672-x","title":"The visual vernacular: embracing photographs in research","year":2021,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Visual research; Photovoice; Photo elicitation; Conversation; Photography; Qualitative research; Documentation; Ambiguity; Computer science; Visual arts; Sociology; Social science; Art; Knowledge management","score_opus":0.4943160375970278,"score_gpt":0.7107523156867505,"score_spread":0.21643627808972266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165864739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8227495,0.0028648614,0.00012964752,0.019849623,0.00064309646,0.0003421947,4.54568e-7,0.00003851825,0.15338214],"genre_scores_gemma":[0.9960819,0.0014349802,0.00017592813,0.00024751737,0.00047284702,0.00015309821,0.0000012261738,0.000009805518,0.0014226789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99032736,0.005946321,0.00018828541,0.0003608551,0.0025721686,0.00060500787],"domain_scores_gemma":[0.99546033,0.0031682183,0.000033337205,0.00023575347,0.00063509034,0.00046725353],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016025135,0.00006986277,0.0001083582,0.00019570453,0.0010688772,0.00017187191,0.00035557116,0.00011851038,0.00077553873],"category_scores_gemma":[0.093934916,0.000056349134,0.000057265246,0.0017046751,0.0011561195,0.00012635146,0.00007313085,0.00088861224,0.00008476629],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001045677,0.00232007,0.006551349,0.000014475134,0.000030022315,0.000041129937,0.32369944,0.0000020297987,0.00090603123,0.47783932,0.0022668117,0.18622476],"study_design_scores_gemma":[0.00027303057,0.00009346952,0.020704517,0.00014602154,0.000003391452,0.0000014517677,0.9048208,0.00035001308,0.0010535768,0.02170135,0.05072134,0.00013102074],"about_ca_topic_score_codex":0.002203402,"about_ca_topic_score_gemma":0.0043662162,"teacher_disagreement_score":0.5811214,"about_ca_system_score_codex":0.00070233294,"about_ca_system_score_gemma":0.00799673,"threshold_uncertainty_score":0.997627},"labels":[],"label_agreement":null},{"id":"W3165962186","doi":"10.1007/978-3-030-70293-9_9","title":"Assembling a ‘We’: Tracing the History of My Doctoral Research to the People Who Helped Shape It","year":2021,"lang":"en","type":"book-chapter","venue":"Design for inclusion","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Performative utterance; Negotiation; Embodied cognition; Meaning (existential); Narrative; Narrative inquiry; Value (mathematics); Dementia; Aesthetics; Psychology; Visual arts; Sociology; Art; Epistemology; Computer science; Social science; Medicine; Literature","score_opus":0.8072783449913215,"score_gpt":0.6194627441340668,"score_spread":0.18781560085725468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165962186","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007851059,0.03540914,0.10490102,0.070254765,0.0066912076,0.022173215,0.00020268493,0.00031442984,0.75220245],"genre_scores_gemma":[0.047712483,0.0010860587,0.0050258203,0.0007340475,0.001699986,0.0005742304,0.00001759804,0.00016148832,0.9429883],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911568,0.0037092841,0.00056164863,0.0005825226,0.003097307,0.0008923942],"domain_scores_gemma":[0.9882431,0.009333431,0.00024038838,0.00069020817,0.0011991544,0.00029371932],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.038416408,0.00025758252,0.00055295095,0.00034736484,0.0031131578,0.00011628603,0.0016007373,0.00040313287,0.00080751727],"category_scores_gemma":[0.007945978,0.00017655604,0.00030491728,0.00035230842,0.00061057473,0.00015016065,0.002198776,0.0010025426,0.000041575015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007383679,0.00013315202,0.000009502916,0.00038906498,0.00015964669,0.00003349188,0.4714408,0.00023017795,0.015383708,0.2230256,0.21405257,0.07440393],"study_design_scores_gemma":[0.00016424604,0.00025379696,0.000009238927,0.00064346765,0.000042738033,6.186955e-7,0.0036660477,0.0022291583,0.00052088057,0.010382707,0.9818594,0.00022768995],"about_ca_topic_score_codex":0.0010757858,"about_ca_topic_score_gemma":0.0037874978,"teacher_disagreement_score":0.7678068,"about_ca_system_score_codex":0.002224337,"about_ca_system_score_gemma":0.0036640451,"threshold_uncertainty_score":0.9981847},"labels":[],"label_agreement":null},{"id":"W3166607081","doi":"10.1108/qrj-01-2021-0003","title":"Coproducing digital archives with 2SLGBTQ+ Atlantic Canadian youth amidst the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NSCAD University; University of Toronto; University of New Brunswick","funders":"","keywords":"Coproduction; Citizen journalism; Sociology; Public relations; Social media; Negotiation; Originality; Digital media; Participant observation; Participatory action research; Media studies; Political science; Social science; Qualitative research; Law","score_opus":0.883535614403114,"score_gpt":0.7384783001839028,"score_spread":0.1450573142192112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166607081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8669596,0.0014953596,0.010422652,0.052304428,0.00023452006,0.00091106765,0.00016927018,0.00009574745,0.06740738],"genre_scores_gemma":[0.993627,0.00041868663,0.00066241645,0.00041424076,0.0005495765,0.000022042783,0.0000118451435,0.000028134384,0.0042660246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96385163,0.030304981,0.00039752538,0.00046988786,0.0029917504,0.0019841997],"domain_scores_gemma":[0.9800065,0.0150702335,0.00012999674,0.000406704,0.0011437002,0.0032428422],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04481198,0.00017630546,0.00029102026,0.00048291055,0.005460022,0.0016450455,0.0009032658,0.000082187056,0.00043719192],"category_scores_gemma":[0.07409988,0.00011627731,0.00011476872,0.0017613663,0.004613185,0.0006120766,0.00015684994,0.0022468616,0.000098768876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017686708,0.00008168325,0.049767274,0.000034256325,0.00017283566,0.00073144725,0.9150672,0.00003562302,0.00031145965,0.02594967,0.0018165408,0.0058551696],"study_design_scores_gemma":[0.0005276294,0.00024467145,0.0020545647,0.00010235099,0.000013939865,0.00013707507,0.87556595,0.000034935925,0.00006782357,0.030418318,0.09060362,0.00022914838],"about_ca_topic_score_codex":0.10306352,"about_ca_topic_score_gemma":0.28351521,"teacher_disagreement_score":0.18045169,"about_ca_system_score_codex":0.0016699297,"about_ca_system_score_gemma":0.024037428,"threshold_uncertainty_score":0.9993913},"labels":[],"label_agreement":null},{"id":"W3168956768","doi":"10.3917/sdd.013.0042","title":"Le design comme posture méthodologique : de l’ambiguïté de la recherche-projet, l’expérience du projet INSÉPArable","year":2021,"lang":"fr","type":"article","venue":"Sciences du Design","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design; Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.9148306191638951,"score_gpt":0.6488782395869458,"score_spread":0.2659523795769493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168956768","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036286317,0.0063908724,0.8736686,0.029980194,0.0009820621,0.0015043126,0.00003346435,0.0002871681,0.050867014],"genre_scores_gemma":[0.24607454,0.002562236,0.74287164,0.0023633402,0.0005224746,0.00038435648,0.0000026400232,0.00004653569,0.0051722676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.78969455,0.20422947,0.00062007917,0.001276375,0.001490761,0.002688744],"domain_scores_gemma":[0.95861447,0.038637556,0.00033842193,0.0006358191,0.00069034996,0.0010833861],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2425762,0.0004992702,0.0006740769,0.00021891654,0.0028955955,0.001170674,0.002571796,0.001274875,0.00075804064],"category_scores_gemma":[0.103444465,0.0005032226,0.00022445823,0.0053048204,0.008400182,0.0015301339,0.0005088082,0.0019866007,0.00021830203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028981228,0.0019228979,0.013638988,0.000178604,0.00011543972,0.0019255229,0.090591155,0.008638194,0.078987025,0.73076355,0.044219438,0.028729368],"study_design_scores_gemma":[0.0013117775,0.0021522802,0.005042388,0.0007201319,0.00012842787,0.0007842585,0.03493181,0.046642065,0.1689711,0.5812996,0.15612334,0.0018928299],"about_ca_topic_score_codex":0.0033828828,"about_ca_topic_score_gemma":0.00034195054,"teacher_disagreement_score":0.20978822,"about_ca_system_score_codex":0.0015890056,"about_ca_system_score_gemma":0.03234314,"threshold_uncertainty_score":0.9998662},"labels":[],"label_agreement":null},{"id":"W3169843230","doi":"","title":"“Your Neighbourhood, In Your Eyes”: A Participatory Photo Project Exploration of Social Isolation During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"SFU Undergraduate Research Symposium Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social isolation; Isolation (microbiology); Social distance; Pandemic; Public relations; Community engagement; Neighbourhood (mathematics); Coronavirus disease 2019 (COVID-19); Sociology; Psychology; Political science; Medicine","score_opus":0.7471495575444926,"score_gpt":0.6447542918797249,"score_spread":0.10239526566476775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169843230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94389063,0.0005093794,0.0033014624,0.04523238,0.0003231815,0.0011502281,0.00001674334,0.00006978825,0.005506213],"genre_scores_gemma":[0.99497783,0.0023838556,0.00022086324,0.00012442366,0.0006757716,0.00018728475,0.000004449527,0.00003801066,0.0013875094],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.97266126,0.020804062,0.0009325009,0.00048037467,0.0034294492,0.0016923593],"domain_scores_gemma":[0.9954633,0.0018739658,0.0003670394,0.00034989367,0.0012498908,0.0006958866],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03130348,0.00022163619,0.00041905645,0.0007452455,0.003255623,0.0005511244,0.00074694765,0.0002346885,0.00022341209],"category_scores_gemma":[0.011202369,0.00018655525,0.00022867342,0.0028694824,0.001149386,0.0013986768,0.00029675162,0.0020254103,0.000025746363],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015425592,0.001356665,0.20912121,0.0005043741,0.00033998906,0.00077948585,0.252036,0.0016591543,0.4840085,0.04319908,0.002834433,0.002618561],"study_design_scores_gemma":[0.01633308,0.0016903906,0.09247651,0.0007598859,0.00023839268,0.0005012545,0.44406444,0.010577469,0.040756296,0.28313628,0.106899686,0.0025663362],"about_ca_topic_score_codex":0.0019316822,"about_ca_topic_score_gemma":0.0056868223,"teacher_disagreement_score":0.44325218,"about_ca_system_score_codex":0.0024164536,"about_ca_system_score_gemma":0.009567295,"threshold_uncertainty_score":0.998042},"labels":[],"label_agreement":null},{"id":"W3171410757","doi":"10.1177/14687941211010029","title":"Imagining research together and working across divides: Arts-informed research about young people’s (post) digital lives","year":2021,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Participatory action research; Sociology; Citizen journalism; Public relations; Visual research; The arts; Focus group; Conceptual framework; Photo elicitation; Realization (probability); Participatory design; Visual arts; Social science; Political science; Engineering","score_opus":0.8777786780609822,"score_gpt":0.786335206735945,"score_spread":0.09144347132503716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171410757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.803203,0.0030646115,0.00024151539,0.008140487,0.00019330393,0.0012572795,0.000082032,0.00012781931,0.18368994],"genre_scores_gemma":[0.9742951,0.0012562362,0.0018711333,0.0000429319,0.0006229842,0.0006123345,0.000023800774,0.00009466893,0.021180807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92024434,0.058118492,0.0009610449,0.0016885007,0.012513743,0.0064738924],"domain_scores_gemma":[0.89171857,0.09218644,0.00012364148,0.0010955068,0.013062764,0.001813074],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.19297639,0.00034800288,0.00068213907,0.0012102774,0.0082013225,0.005077108,0.0015070832,0.000334083,0.00056343345],"category_scores_gemma":[0.21675785,0.00034308204,0.00018263978,0.007775233,0.012216418,0.0021122769,0.0029323956,0.00499839,0.0008075859],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023693974,0.0002436379,0.021153273,0.00016711019,0.000109179135,0.00017031931,0.88112146,9.1572997e-7,0.0025610721,0.05826323,0.001829386,0.03414347],"study_design_scores_gemma":[0.00057101325,0.00037734708,0.010708169,0.00052744034,0.0000035152664,0.0000071127192,0.89967126,0.000077742945,0.0013138084,0.027855653,0.05849579,0.00039114786],"about_ca_topic_score_codex":0.00872721,"about_ca_topic_score_gemma":0.02521175,"teacher_disagreement_score":0.1710921,"about_ca_system_score_codex":0.0015914944,"about_ca_system_score_gemma":0.0063878493,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W3172233522","doi":"","title":"Can Participatory Action Research “Empower” Participants in Adult Educational Studies? A Marxist-Feminist Analysis","year":2019,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Participatory action research; Adult education; Positivism; Marxist philosophy; Action research; Citizen journalism; Power (physics); Educational research; Action (physics); Social justice; Social science; Pedagogy; Politics; Political science; Law","score_opus":0.7073576492266722,"score_gpt":0.6858375645843509,"score_spread":0.021520084642321358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172233522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867143,0.00024255189,0.000006070206,0.008362642,0.0019498724,0.0016877033,0.000017161943,0.0000046679675,0.0010150288],"genre_scores_gemma":[0.9962266,0.00007576981,0.00007506221,0.00015184852,0.00043473244,0.00064148253,0.000004028524,0.00001739902,0.002373077],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99415535,0.0028122212,0.0006418731,0.00033205477,0.0009763837,0.0010821075],"domain_scores_gemma":[0.99283123,0.0025366659,0.00028121058,0.00042326393,0.00303312,0.00089451275],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010750698,0.00014227643,0.0003503146,0.0011542969,0.001896187,0.00017130986,0.00064231845,0.00008635774,0.00029059313],"category_scores_gemma":[0.014857581,0.00012174941,0.0001399125,0.0024888162,0.00059195876,0.00022172865,0.000026249467,0.00054816715,0.000024338815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001090969,0.0007641472,0.7498941,0.000042604683,0.00066243234,0.0000015889633,0.22961108,0.00021829856,0.00005925526,0.009771948,0.0038351752,0.0050302595],"study_design_scores_gemma":[0.0006066362,0.00043311506,0.30813342,0.00008450343,0.0002742554,8.807762e-7,0.6811735,0.00028149816,0.000059429254,0.0035409667,0.005241714,0.0001701136],"about_ca_topic_score_codex":0.1372249,"about_ca_topic_score_gemma":0.833566,"teacher_disagreement_score":0.6963411,"about_ca_system_score_codex":0.0018264004,"about_ca_system_score_gemma":0.01324447,"threshold_uncertainty_score":0.99940324},"labels":[],"label_agreement":null},{"id":"W3173218777","doi":"10.36510/learnland.v14i1.1050","title":"Sensory Arts-Based Storytelling as Critical Reflection: Tales From an Online Graduate Social Work Classroom","year":2021,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Storytelling; The arts; Transformative learning; Sociology; Citizen journalism; Digital storytelling; Reflection (computer programming); Social learning; Social change; Pedagogy; Aesthetics; Visual arts; Psychology; Narrative; Art; Political science; Computer science","score_opus":0.5816166716543377,"score_gpt":0.6042492134197259,"score_spread":0.022632541765388203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173218777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866322,0.00032973746,0.0027060907,0.0059706317,0.0004195892,0.00007857652,0.000011397398,0.00033584598,0.0035159073],"genre_scores_gemma":[0.9883996,0.000034633747,0.0071923304,0.00037455757,0.0021001063,0.000014689164,0.00006544086,0.000036749883,0.0017818443],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933272,0.0042284783,0.0002657776,0.00050637574,0.000983274,0.00068886846],"domain_scores_gemma":[0.99669516,0.0023261867,0.00007938347,0.00017653656,0.00035337545,0.00036933177],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020270995,0.00017216025,0.00029460114,0.000093233364,0.0020649075,0.0002938202,0.00020812236,0.00021825913,0.0010438338],"category_scores_gemma":[0.007629858,0.0001837094,0.00013004534,0.00066249573,0.00035450296,0.00025023532,0.000053077103,0.0009465007,0.0001642734],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021977543,0.004241422,0.36563736,0.00023215894,0.00060895446,0.0030132593,0.17915602,0.011872884,0.0638638,0.04289675,0.004217203,0.32206243],"study_design_scores_gemma":[0.0017281505,0.00063167285,0.08735771,0.00031252817,0.00022088496,0.00000608113,0.0618104,0.016107364,0.012606768,0.009833687,0.8078157,0.0015691082],"about_ca_topic_score_codex":0.00035897378,"about_ca_topic_score_gemma":0.0017859726,"teacher_disagreement_score":0.80359846,"about_ca_system_score_codex":0.00013573554,"about_ca_system_score_gemma":0.0006229851,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W3174230225","doi":"10.1080/09650792.2021.1925569","title":"Creative action research","year":2021,"lang":"en","type":"article","venue":"Educational Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Action research; Participatory action research; Leverage (statistics); Action (physics); Citizen journalism; Key (lock); Sociology; Engineering ethics; Management science; Computer science; Engineering; Pedagogy; Artificial intelligence","score_opus":0.9751725115528174,"score_gpt":0.8509191370453562,"score_spread":0.12425337450746121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174230225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5603665,0.0003626203,0.00023628672,0.062293664,0.00124495,0.00063163345,0.000010573415,0.00007438277,0.37477937],"genre_scores_gemma":[0.7992771,0.00057589496,0.0014891332,0.000075136864,0.0027821613,0.00053841714,0.000030020861,0.000023386363,0.19520874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9759194,0.017315947,0.00025079658,0.0005715453,0.004740615,0.0012016965],"domain_scores_gemma":[0.98464257,0.0075653763,0.000044430097,0.00039511867,0.006724773,0.00062771555],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.028914904,0.00009682711,0.00014272923,0.00073075417,0.0038820703,0.0004437912,0.0004280932,0.00018065168,0.018078266],"category_scores_gemma":[0.03798265,0.00010606565,0.00007496481,0.003983425,0.0015395617,0.0006965923,0.0001842903,0.0016254126,0.0027480817],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022411371,0.0021266902,0.01156583,0.000082608174,0.00010591708,0.00002663542,0.028727865,0.000020280513,0.047902834,0.5357599,0.28741062,0.08604669],"study_design_scores_gemma":[0.00017533937,0.00007784774,0.060509834,0.000035416495,0.0000031976438,0.000003551627,0.06783647,0.000051627172,0.021955216,0.05775766,0.79145336,0.00014048381],"about_ca_topic_score_codex":0.004816281,"about_ca_topic_score_gemma":0.0027987647,"teacher_disagreement_score":0.50404274,"about_ca_system_score_codex":0.0020436,"about_ca_system_score_gemma":0.011393972,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W3175806755","doi":"10.1007/978-3-030-70179-6_47","title":"Participatory Research By/For the Precariously Housed in a Time of COVID-19","year":2021,"lang":"en","type":"book-chapter","venue":"Global perspectives on health geography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Downtown; Grassroots; Citizen journalism; Transformative learning; Credibility; Coronavirus disease 2019 (COVID-19); Participatory action research; Occupancy; Political science; Public relations; Pandemic; Promotion (chess); Sociology; Geography; Politics; Engineering; Medicine","score_opus":0.6246135886662457,"score_gpt":0.6469988373985569,"score_spread":0.02238524873231118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175806755","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011093344,0.22891729,0.0010480052,0.087698326,0.0012405064,0.025877869,0.007605929,0.0006208579,0.6358979],"genre_scores_gemma":[0.4820288,0.16748759,0.005139015,0.025928704,0.0053846645,0.0120309945,0.00045559078,0.0011469912,0.30039763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98912925,0.004563307,0.0007343347,0.0010597183,0.0028397304,0.001673639],"domain_scores_gemma":[0.99110156,0.0057918984,0.0003647731,0.0008024215,0.0007700094,0.00116931],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.021941764,0.00034872183,0.0008473503,0.0005380267,0.0012445701,0.00012262845,0.0011437329,0.00047349167,0.0004691567],"category_scores_gemma":[0.006795233,0.00030988432,0.00048228673,0.000995265,0.0037559522,0.00008282145,0.00020787716,0.0011437695,0.000039999453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015291232,0.0008989476,0.0034886466,0.0005224104,0.0005022122,0.000032145053,0.080699876,0.000049079586,0.0000107136475,0.837038,0.06740083,0.007828043],"study_design_scores_gemma":[0.0012431954,0.0017429169,0.0020169076,0.00041316266,0.000044405075,6.8554886e-7,0.03352932,0.00003792239,0.000006413303,0.046447277,0.91401225,0.0005055579],"about_ca_topic_score_codex":0.019340254,"about_ca_topic_score_gemma":0.009139533,"teacher_disagreement_score":0.8466114,"about_ca_system_score_codex":0.0028073923,"about_ca_system_score_gemma":0.008161257,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W3177136406","doi":"10.1080/17439884.2021.1945089","title":"Toward ‘more participatory' participatory video: A thematic review of literature","year":2021,"lang":"en","type":"review","venue":"Learning Media and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Participatory GIS; Citizen journalism; Sociology; Filmmaking; Politics; Public relations; Social media; Political science; Media studies; Social science; Law; Visual arts","score_opus":0.6013540985517211,"score_gpt":0.6224197626020727,"score_spread":0.021065664050351596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177136406","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010750429,0.99706066,0.000030337034,0.0010833445,0.00022483309,0.00073868403,0.000009107686,0.00020931229,0.00053620763],"genre_scores_gemma":[0.00023698472,0.99793094,0.00059712713,0.000080828744,0.00014681047,0.00067001465,0.00002408745,0.000053823736,0.0002593734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99164695,0.004979762,0.0010065518,0.00064816803,0.00078599615,0.0009325568],"domain_scores_gemma":[0.9952988,0.0026666294,0.0006715399,0.00059210486,0.0004004781,0.00037046868],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061985822,0.0004122261,0.0029030307,0.00053758954,0.00027741262,0.00005598684,0.00064508297,0.0010612218,0.00032015788],"category_scores_gemma":[0.04679238,0.00033840767,0.00034893845,0.00271739,0.0018063687,0.000107917454,0.00036047265,0.0019870289,0.000036485813],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013070712,0.00006151643,0.000104555955,0.10098965,0.00016248836,0.00015919175,0.0070469687,3.2775038e-8,0.0000017321457,0.014551176,0.00042641492,0.87649494],"study_design_scores_gemma":[0.00007264376,0.000055945027,0.0000015800416,0.17153297,0.0005713253,0.000015323409,0.0013632064,0.0000025647444,0.0000070777864,0.00053698313,0.8255871,0.0002532713],"about_ca_topic_score_codex":0.000015417083,"about_ca_topic_score_gemma":0.00001537827,"teacher_disagreement_score":0.8762417,"about_ca_system_score_codex":0.00011568045,"about_ca_system_score_gemma":0.0014270361,"threshold_uncertainty_score":0.9999068},"labels":[],"label_agreement":null},{"id":"W3177324875","doi":"10.1080/17533015.2021.1942093","title":"Using the performance arts to address a “methods gap” in dementia research","year":2021,"lang":"en","type":"article","venue":"Arts & Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Dementia; Psychology; The arts; Triad (sociology); Narrative; Long-term care; Applied psychology; Nursing; Gerontology; Medicine; Psychiatry; Visual arts","score_opus":0.9339738421969891,"score_gpt":0.7880571017756473,"score_spread":0.14591674042134184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177324875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570479,0.0018381396,0.0038922795,0.021610593,0.00042132312,0.0009775268,0.0000026488167,0.000042402582,0.0141672315],"genre_scores_gemma":[0.9494644,0.00033267363,0.047181454,0.0021119022,0.00025634383,0.000110024484,7.735254e-7,0.000019057017,0.0005234018],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9842056,0.012163476,0.00038101984,0.00041916026,0.0012465365,0.0015841762],"domain_scores_gemma":[0.9972517,0.0013104368,0.000059692833,0.00046013945,0.00033675527,0.0005812892],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.047312077,0.00009639672,0.00022162047,0.0002033238,0.0017468282,0.00016591819,0.00042388923,0.00006300733,0.000247478],"category_scores_gemma":[0.0044764257,0.00008259105,0.00003958451,0.0019810384,0.00037341088,0.00022994669,0.0002966819,0.0005796597,0.000069024274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019363528,0.0007064516,0.081485026,0.00032229724,0.000066699075,0.00012780819,0.22055934,0.0006518815,0.011206041,0.08764151,0.0108803995,0.58615893],"study_design_scores_gemma":[0.0005342825,0.0004278979,0.08151927,0.00054687023,0.0000095522155,0.0000057753373,0.03120533,0.004527482,0.009467674,0.0038001942,0.8675682,0.00038747885],"about_ca_topic_score_codex":0.005777051,"about_ca_topic_score_gemma":0.012484669,"teacher_disagreement_score":0.8566878,"about_ca_system_score_codex":0.0005448378,"about_ca_system_score_gemma":0.0034176717,"threshold_uncertainty_score":0.9995528},"labels":[],"label_agreement":null},{"id":"W3177564283","doi":"10.1080/09638288.2021.1945690","title":"Using photo-elicitation to explore health promotion concepts with children and adolescents with disabilities: a rapid scoping review","year":2021,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Holland Bloorview Kids Rehabilitation Hospital; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Photo elicitation; Inclusion (mineral); Health promotion; Psychology; Focus group; Medical education; Brainstorming; Applied psychology; Promotion (chess); Medicine; Nursing; Computer science; Social psychology; Knowledge management; Public health; Sociology; Political science","score_opus":0.4574673767382935,"score_gpt":0.6056711066874194,"score_spread":0.1482037299491259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177564283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98824334,0.001889793,0.0015698215,0.00500162,0.000029359564,0.003168059,0.000007734026,0.000046985504,0.000043271215],"genre_scores_gemma":[0.98955786,0.0007129156,0.00916548,0.0002658059,0.000044469565,0.00021876986,0.00001461921,0.000014422646,0.000005676933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99514085,0.0029561683,0.00036854378,0.00058139674,0.0005750882,0.00037797872],"domain_scores_gemma":[0.9981468,0.0008016834,0.000109787565,0.0002542533,0.00032288212,0.00036463965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034245942,0.00015328548,0.0003519493,0.000036887588,0.0005982322,0.000091405025,0.000064771484,0.00005553449,0.000040145504],"category_scores_gemma":[0.005848059,0.00012555509,0.000036797046,0.000575174,0.001640199,0.00050214084,0.00004246571,0.00012886433,0.0000013969994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027440238,0.000897658,0.7666139,0.014832899,0.000028311704,6.985972e-7,0.16855256,0.000036743048,0.00024045473,0.0011557412,0.000022471611,0.047344144],"study_design_scores_gemma":[0.0017644252,0.003761688,0.76031435,0.10246939,0.00008781132,0.000008825753,0.12891433,0.00028868197,0.00023507343,0.0013694923,0.0000873966,0.0006985422],"about_ca_topic_score_codex":0.0008596892,"about_ca_topic_score_gemma":0.0028531023,"teacher_disagreement_score":0.08763649,"about_ca_system_score_codex":0.00031887655,"about_ca_system_score_gemma":0.0005883917,"threshold_uncertainty_score":0.70010954},"labels":[],"label_agreement":null},{"id":"W3178751178","doi":"10.36367/ntqr.8.2021.547-553","title":"Aprendiendo a Trabajar en Colaboración con Mujeres de Bajos Ingresos Económicos en la Ciudad de Kingston, Ontario, Canadá: Reflexiones sobre un Proyecto de Investigación Acción Participativa","year":2021,"lang":"es","type":"book-chapter","venue":"New Trends in Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Photovoice; General partnership; Citizen journalism; Context (archaeology); Sociology; Humanities; Political science; Geography; Art","score_opus":0.6329144489477715,"score_gpt":0.6784142967494233,"score_spread":0.04549984780165184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178751178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7061843,0.0022043053,0.00038324096,0.010082667,0.0003474637,0.0028948842,0.00067800423,0.0002608276,0.27696428],"genre_scores_gemma":[0.8565093,0.0021465174,0.01087044,0.0003745891,0.0009761687,0.0019011901,0.00015626242,0.0004029758,0.12666254],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.90502065,0.07964944,0.0021664347,0.002561956,0.004967681,0.005633809],"domain_scores_gemma":[0.95524204,0.03744086,0.00077209447,0.0013202943,0.0015671031,0.0036576083],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.06796726,0.0013794338,0.0022774853,0.003337196,0.0015753978,0.0010266902,0.0026734115,0.002152696,0.006023775],"category_scores_gemma":[0.036818475,0.0014748246,0.0005731091,0.0029840784,0.0052888854,0.0008549314,0.0012113712,0.008079658,0.0001262625],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00097399513,0.0004852963,0.010496383,0.00038720897,0.00063848274,0.0013207322,0.5497657,0.00004217372,0.0026416804,0.36817104,0.0020459094,0.063031375],"study_design_scores_gemma":[0.007307802,0.003978641,0.057820067,0.007248233,0.0004673245,0.000075997785,0.2331946,0.0010759595,0.023801323,0.2239439,0.43670362,0.004382514],"about_ca_topic_score_codex":0.47479782,"about_ca_topic_score_gemma":0.7219738,"teacher_disagreement_score":0.43465772,"about_ca_system_score_codex":0.013753228,"about_ca_system_score_gemma":0.034678116,"threshold_uncertainty_score":0.99989563},"labels":[],"label_agreement":null},{"id":"W3181370113","doi":"10.1503/cmaj.210963","title":"Engaging patients in research using photovoice methodology","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Photovoice; Circumstantial evidence; Key (lock); Data science; Computer science; Political science; Visual arts; Art; Computer security; Law","score_opus":0.835311095868086,"score_gpt":0.69589025151891,"score_spread":0.139420844349176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181370113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732675,0.00015964572,0.00034491773,0.01104323,0.0010227173,0.0001196346,0.0000052775513,0.000009372874,0.014027708],"genre_scores_gemma":[0.9843384,0.00031768618,0.0077270498,0.0043910337,0.0021080014,0.000012790091,0.0000033335766,0.000025272577,0.0010764382],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9662702,0.028271368,0.00040925085,0.00020211504,0.0035127131,0.0013343646],"domain_scores_gemma":[0.9904772,0.00505606,0.00010591071,0.000095194635,0.001880874,0.0023847814],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07797888,0.0000682548,0.00021278004,0.0004769584,0.0012472855,0.00018248084,0.00034907265,0.00041541597,0.0041679586],"category_scores_gemma":[0.19725177,0.00007633331,0.000058643334,0.0014467918,0.0001947764,0.00023287005,0.000051304443,0.0025829098,0.00007370926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000085555075,0.00009341881,0.9232127,0.000006739874,0.000044406625,0.0012852071,0.016425507,0.000012335742,0.0002190612,0.0031240678,0.008123802,0.04744419],"study_design_scores_gemma":[0.0012615602,0.00003915342,0.17056005,0.0001405654,0.000009600381,0.000024652598,0.025272569,0.00092959875,0.00033342533,0.0051257648,0.7960555,0.00024758096],"about_ca_topic_score_codex":0.07593887,"about_ca_topic_score_gemma":0.5716915,"teacher_disagreement_score":0.7879317,"about_ca_system_score_codex":0.0042461287,"about_ca_system_score_gemma":0.022292279,"threshold_uncertainty_score":0.9997182},"labels":[],"label_agreement":null},{"id":"W3184430079","doi":"10.1002/cnr2.1428","title":"Repeated use of rich pictures to explore changes in subjective experiences over time of patients with advanced cancer","year":2021,"lang":"en","type":"article","venue":"Cancer Reports","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"KWF Kankerbestrijding; Koninklijke Nederlandse Akademie van Wetenschappen","keywords":"Grounded theory; Cancer; Medicine; Qualitative research; Psychology; Clinical psychology; Internal medicine","score_opus":0.35061792835778877,"score_gpt":0.5628550428608654,"score_spread":0.21223711450307664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184430079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99851996,0.0004138643,0.000013590839,0.00011687833,0.00020137778,0.0004630985,0.000016628754,0.000018032953,0.00023655563],"genre_scores_gemma":[0.9982553,0.000116230796,0.0003759545,0.00010801271,0.000037923026,0.00065909105,0.000003715808,0.0000148070285,0.00042895137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760246,0.0004374002,0.00034231396,0.00041046445,0.00082565314,0.00038173102],"domain_scores_gemma":[0.99830747,0.00019063438,0.0003081834,0.0002934185,0.00072766654,0.00017265377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055411784,0.00012223335,0.00035385104,0.00012339534,0.00007728591,0.000020170773,0.00010608108,0.00006631261,0.0007442512],"category_scores_gemma":[0.0020279635,0.00010302431,0.0000333516,0.0011098402,0.000280463,0.0002681877,0.00007198687,0.00009557248,4.0523562e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023638338,0.00013133802,0.85569984,0.000028546727,0.000038929335,0.00010655354,0.13144746,0.0003663575,0.0070265704,0.000009374534,0.00023760667,0.00467105],"study_design_scores_gemma":[0.0003133664,0.00019252909,0.7715644,0.00031091803,0.000017983859,3.8187233e-7,0.01227118,0.0000088713705,0.20906506,0.00004765214,0.0059912633,0.00021637564],"about_ca_topic_score_codex":0.004780915,"about_ca_topic_score_gemma":0.014490512,"teacher_disagreement_score":0.2020385,"about_ca_system_score_codex":0.00028778057,"about_ca_system_score_gemma":0.0009544829,"threshold_uncertainty_score":0.81490284},"labels":[],"label_agreement":null},{"id":"W3192533530","doi":"10.1503/cmaj.210963-f","title":"Inviter les patients à participer à la recherche à l’aide de la méthode photovoix","year":2021,"lang":"fr","type":"letter","venue":"Canadian Medical Association Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Alberta","funders":"","keywords":"Humanities; Gynecology; Philosophy; Medicine","score_opus":0.7581093312588563,"score_gpt":0.5899044681614911,"score_spread":0.16820486309736515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192533530","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15060318,0.0014213972,0.001487099,0.7922925,0.003247057,0.00041791142,0.00020687313,0.000046200475,0.05027779],"genre_scores_gemma":[0.030444125,0.004747936,0.02032613,0.86024684,0.032178313,0.00022998106,0.00013221901,0.00030146723,0.051392972],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.89534116,0.095471665,0.0010556435,0.00050511735,0.005037867,0.002588536],"domain_scores_gemma":[0.962641,0.028974961,0.0006630552,0.00026180941,0.0013841259,0.006075068],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.079981625,0.00043807982,0.00074719486,0.00035023803,0.0013201501,0.0009335278,0.0010549611,0.007455809,0.02561223],"category_scores_gemma":[0.19987565,0.0004536713,0.00045549558,0.0010476067,0.0010747425,0.00038046934,0.00010253923,0.016691165,0.00043972657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00000791091,0.00012985671,0.15851817,0.00005080705,0.00034967298,0.0027208573,0.009527802,0.000004283497,0.000021903128,0.0005745839,0.7633741,0.06472007],"study_design_scores_gemma":[0.0006848108,0.000050358987,0.021350898,0.000460416,0.00012383085,0.00005975678,0.0015200215,0.00019110732,0.000034984027,0.0021632735,0.9729188,0.00044175578],"about_ca_topic_score_codex":0.036502723,"about_ca_topic_score_gemma":0.09112227,"teacher_disagreement_score":0.2095447,"about_ca_system_score_codex":0.016150756,"about_ca_system_score_gemma":0.031209363,"threshold_uncertainty_score":0.99998},"labels":[],"label_agreement":null},{"id":"W319300897","doi":"10.46743/2160-3715/2015.2133","title":"Seeking a Research Method to Study Women Who Have Recovered from Trauma and Addiction that Combines Feminist Theory, Somatic Theory, Alternative Forms of Representation, and Social Justice","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Postmodernism; Sociology; Social theory; Representation (politics); Epistemology; Interpretation (philosophy); Action (physics); Feminist theory; Psychology; Social psychology; Feminism; Gender studies; Social science; Computer science","score_opus":0.7730876109979962,"score_gpt":0.7239416734890808,"score_spread":0.04914593750891538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W319300897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667238,0.00008663474,0.016262636,0.0007409781,0.00009718834,0.0014504696,0.00006464386,0.000030219078,0.014543414],"genre_scores_gemma":[0.9958215,0.0000074759328,0.002504414,0.0000499203,0.00013137884,0.0003289096,0.0000068944732,0.000022322738,0.0011271843],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95669085,0.039464455,0.00065114297,0.00053209485,0.0021307417,0.000530727],"domain_scores_gemma":[0.9807777,0.017012758,0.00045984806,0.00031909364,0.0010949618,0.00033567986],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12622099,0.00016220858,0.00048886216,0.00018394514,0.0009513103,0.00016267516,0.000312938,0.00007685324,0.000041777763],"category_scores_gemma":[0.026067996,0.00012114277,0.000043665226,0.00040143085,0.0012723379,0.00032882337,0.00027336707,0.0002989248,0.0000038692615],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011515797,0.00016342402,0.002489926,0.000015409933,0.00026237147,0.000031900396,0.94675624,0.0000026601806,0.00023169006,0.03772007,0.0001670164,0.011007679],"study_design_scores_gemma":[0.00048841897,0.00043456318,0.0042341514,0.000022868166,0.00005817189,0.0000033680503,0.5960818,0.00008769539,0.0005052459,0.397744,0.00025200087,0.00008769557],"about_ca_topic_score_codex":0.0029338545,"about_ca_topic_score_gemma":0.00039607877,"teacher_disagreement_score":0.36002395,"about_ca_system_score_codex":0.0003263185,"about_ca_system_score_gemma":0.00032885218,"threshold_uncertainty_score":0.98213583},"labels":[],"label_agreement":null},{"id":"W3193987282","doi":"","title":"Making Depression Visible: A Decade of Self Portraits","year":2021,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Portrait; Autoethnography; Embodied cognition; Feeling; Depression (economics); Memoir; Psychology; Sociocultural evolution; Sadness; Aesthetics; Sociology; Psychoanalysis; Social psychology; Visual arts; Gender studies; Art; Epistemology; Art history; Anthropology","score_opus":0.43392949253331586,"score_gpt":0.6208789011610165,"score_spread":0.18694940862770065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193987282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665599,0.0019866435,0.0022521464,0.00018366826,0.00033818526,0.00023785597,0.000007748191,0.0002191231,0.02821474],"genre_scores_gemma":[0.98960084,0.00017008698,0.009781264,0.00015001568,0.00013303118,0.000027640845,0.0000025178435,0.00002117869,0.00011344016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956693,0.0017144042,0.00037398704,0.00038380438,0.0011886789,0.00066981034],"domain_scores_gemma":[0.9981813,0.0006628044,0.00015456758,0.0002575183,0.00044105834,0.00030275946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032205812,0.00014232715,0.00028446014,0.0003664638,0.00044097618,0.00007083884,0.00032138254,0.0002147263,0.00034228837],"category_scores_gemma":[0.0021259966,0.00014492351,0.00022097894,0.002876885,0.00045882413,0.0002725776,0.00016109673,0.00032087043,0.00001529485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018466823,0.0025056717,0.49003953,0.0003883726,0.0005356248,0.0003100277,0.082914345,0.000028193133,0.1799435,0.037053443,0.0024183113,0.20367832],"study_design_scores_gemma":[0.0017381941,0.0005090435,0.4041942,0.0009147842,0.00025646723,0.000009454765,0.023750141,0.0009092802,0.34518555,0.009521094,0.21174146,0.0012703533],"about_ca_topic_score_codex":0.00016107061,"about_ca_topic_score_gemma":0.0002495052,"teacher_disagreement_score":0.20932315,"about_ca_system_score_codex":0.00003885386,"about_ca_system_score_gemma":0.00068973075,"threshold_uncertainty_score":0.59098095},"labels":[],"label_agreement":null},{"id":"W3194173068","doi":"10.1080/13645579.2021.1964858","title":"Adaptive methodology. Topic, theory, method and data in ongoing conversation","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Research Methodology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"","keywords":"Computer science; Conversation; Premise; Framing (construction); Structuring; Process (computing); Adaptation (eye); Limiting; Management science; Research methodology; Epistemology; Data science; Sociology; Psychology","score_opus":0.9493791165276528,"score_gpt":0.7888116580636994,"score_spread":0.16056745846395348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194173068","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13410756,0.0016303365,0.8132353,0.03872288,0.002270994,0.0003708126,0.000038609734,0.000022280563,0.009601257],"genre_scores_gemma":[0.33264557,0.0010896698,0.6631058,0.0004100814,0.0018586678,0.0000141234805,0.000008917239,0.000023358332,0.00084381044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8732118,0.122416265,0.00081273913,0.0004960063,0.0023105552,0.00075264554],"domain_scores_gemma":[0.9366809,0.059020743,0.0003591669,0.00026529675,0.0034011134,0.00027277812],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18904169,0.00011866264,0.00052606873,0.0007764976,0.0003310635,0.00014304732,0.0015145242,0.00028941053,0.0005402534],"category_scores_gemma":[0.1793432,0.000119754244,0.00009611355,0.0006852091,0.0012818903,0.0006765932,0.0010017682,0.0013786706,0.0000081630815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010997108,0.00016026985,0.0035797982,0.000013661893,0.00039347846,0.0007703296,0.07031736,0.000011118642,0.010489513,0.52656645,0.00049673754,0.38610154],"study_design_scores_gemma":[0.0023422912,0.00027697594,0.03517815,0.00009674124,0.000056194924,0.00014849962,0.13639978,0.00060065434,0.0061720596,0.75280875,0.06562478,0.00029514107],"about_ca_topic_score_codex":0.001084201,"about_ca_topic_score_gemma":0.0016734086,"teacher_disagreement_score":0.3858064,"about_ca_system_score_codex":0.00055748073,"about_ca_system_score_gemma":0.0025151032,"threshold_uncertainty_score":0.83505225},"labels":[],"label_agreement":null},{"id":"W3195611671","doi":"10.1017/s0040557421000235","title":"Emergence and Restraint: Indigenous Performances during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Theatre Survey","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Performative utterance; Indigenous; Coronavirus disease 2019 (COVID-19); Pandemic; Work (physics); 2019-20 coronavirus outbreak; Political science; Sociology; History; Environmental ethics; Public relations; Media studies; Engineering; Aesthetics; Medicine; Ecology; Art; Virology","score_opus":0.657280186832787,"score_gpt":0.6173062285579374,"score_spread":0.03997395827484962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195611671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99277884,0.0011946494,0.00007308791,0.0005244792,0.0001400222,0.00016935972,0.000023611587,0.00006314058,0.0050327913],"genre_scores_gemma":[0.99676406,0.0018851088,0.00006715126,0.00017924746,0.00011509915,0.000018762345,0.0000031018228,0.000008536995,0.00095893414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930369,0.0055459584,0.00016684644,0.00024259923,0.00048028652,0.00052741135],"domain_scores_gemma":[0.9976144,0.0016501029,0.000045616787,0.0002467082,0.00008956247,0.0003536222],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012350333,0.0000907948,0.0001382101,0.00003727969,0.0015895694,0.00009105496,0.00030125477,0.00006568444,0.00058415753],"category_scores_gemma":[0.0038967761,0.00006656374,0.00003197534,0.00051144045,0.00069578073,0.0001450645,0.00012100492,0.0002329167,0.000027232623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031454605,0.00001906563,0.95375407,0.00002272977,0.000017055956,0.000020583466,0.036506966,0.0000131977795,0.00073669374,0.00018894763,0.000095235526,0.0085939905],"study_design_scores_gemma":[0.00018612137,0.000029507724,0.9698157,0.000008414024,0.0000072856915,0.000012578709,0.010907617,0.000033269414,0.00031511122,0.0009157009,0.017612146,0.00015659726],"about_ca_topic_score_codex":0.011962746,"about_ca_topic_score_gemma":0.06512741,"teacher_disagreement_score":0.05316467,"about_ca_system_score_codex":0.000087135275,"about_ca_system_score_gemma":0.0010958705,"threshold_uncertainty_score":0.9997102},"labels":[],"label_agreement":null},{"id":"W3196475585","doi":"10.1016/j.tsc.2021.100933","title":"Inviting everyday creators to make, think, and talk","year":2021,"lang":"en","type":"article","venue":"Thinking Skills and Creativity","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Think aloud protocol; Feeling; Qualitative research; Affordance; Amateur; Protocol analysis; Narrative; Creativity; Participant observation; Identity (music); Psychology; Process (computing); Thematic analysis; Computer science; Social psychology; Sociology; Usability; Human–computer interaction; Aesthetics; Cognitive psychology; Cognitive science; Social science; Linguistics","score_opus":0.19795425241960807,"score_gpt":0.5253887329913703,"score_spread":0.3274344805717623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196475585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97210234,0.0003441063,0.0008749036,0.0012279553,0.000082413,0.00017152315,0.000007607166,0.00008764118,0.025101487],"genre_scores_gemma":[0.98996323,0.00020552584,0.005876088,0.0007130233,0.00014394232,0.000014129783,0.0000015530449,0.000014338384,0.0030681759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699056,0.001375989,0.00016036496,0.00039149087,0.0005771269,0.0005044384],"domain_scores_gemma":[0.99774694,0.0014552082,0.00005274353,0.00019041703,0.00012113786,0.00043357193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043326356,0.00013641422,0.00026013062,0.0000642302,0.001094218,0.00032298596,0.00013210395,0.00010615067,0.00014185683],"category_scores_gemma":[0.005699959,0.00013035574,0.000040017865,0.00039733056,0.00033025153,0.00023848092,0.0002696456,0.00022636025,0.000008626474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004268314,0.00053465925,0.3882398,0.00011823907,0.00013296492,0.00036695524,0.2847534,0.000009682367,0.0072173043,0.14568155,0.0008756946,0.17202705],"study_design_scores_gemma":[0.0013250051,0.00036428418,0.6733009,0.0008887978,0.00015145239,0.000052447096,0.033130262,0.00020778438,0.032334484,0.16877262,0.08795378,0.0015181522],"about_ca_topic_score_codex":0.0013639985,"about_ca_topic_score_gemma":0.001812281,"teacher_disagreement_score":0.28506112,"about_ca_system_score_codex":0.00007591385,"about_ca_system_score_gemma":0.00021719465,"threshold_uncertainty_score":0.84159505},"labels":[],"label_agreement":null},{"id":"W3196941883","doi":"10.1093/eurjcn/zvab077","title":"Can you picture it? Photo elicitation in qualitative cardiovascular health research","year":2021,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Photo elicitation; Qualitative research; Knowledge management","score_opus":0.6950602503666223,"score_gpt":0.6493516330363468,"score_spread":0.045708617330275536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196941883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5513302,0.22250481,0.078189656,0.023092967,0.0034031176,0.0016218106,0.000022328923,0.00009746129,0.11973761],"genre_scores_gemma":[0.989845,0.0027437215,0.0058797006,0.00020616894,0.0010608294,0.0000043146124,0.000003325711,0.00006591217,0.00019104494],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.8990522,0.094574854,0.00084735686,0.00039612004,0.004127494,0.0010019825],"domain_scores_gemma":[0.99544746,0.00088152365,0.00022339431,0.00064012036,0.0021351709,0.0006723598],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13884427,0.0001898923,0.0009121778,0.00061787677,0.0007561227,0.00024026867,0.0005480995,0.000069748145,0.000038924492],"category_scores_gemma":[0.0131653845,0.00019426647,0.0014735478,0.002056764,0.0007060083,0.00038098602,0.00006947644,0.001378422,0.000020453754],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010014671,0.000219398,0.00008547642,0.00007578625,0.0021974267,0.003047401,0.6418083,0.0047489647,0.00043195998,0.0017069532,0.0023697063,0.3432085],"study_design_scores_gemma":[0.0021024116,0.00036753903,0.00359197,0.0017577059,0.00021356384,0.00012642735,0.4860886,0.00006362156,0.0012604442,0.0020336043,0.5020156,0.000378515],"about_ca_topic_score_codex":0.0004414484,"about_ca_topic_score_gemma":0.00012782945,"teacher_disagreement_score":0.4996459,"about_ca_system_score_codex":0.0015864661,"about_ca_system_score_gemma":0.0025135544,"threshold_uncertainty_score":0.99514717},"labels":[],"label_agreement":null},{"id":"W3198501490","doi":"10.1007/978-3-030-48277-0_70-1","title":"Picturing Disaster: Participatory Photovoice Research with a Flood-Affected Indigenous Community","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Photovoice; Participatory action research; Indigenous; Citizen journalism; Flood myth; Empowerment; Visual research; Sociology; Community-based participatory research; Photo elicitation; Environmental planning; Public relations; Political science; Geography; Economic growth; Visual arts; Anthropology; Ecology","score_opus":0.8345383579724649,"score_gpt":0.6403338253482473,"score_spread":0.19420453262421755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198501490","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19974782,0.0004937578,0.0001142912,0.00008341855,0.00015630928,0.0013733362,0.000026772734,0.00026479003,0.7977395],"genre_scores_gemma":[0.28528327,0.00024556642,0.0009564775,0.00017140155,0.0005327237,0.0003259393,0.000034969544,0.00018243924,0.7122672],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9821793,0.011211187,0.0005156614,0.0006847729,0.0034317216,0.0019774004],"domain_scores_gemma":[0.99188834,0.0042156195,0.00017748652,0.0014496085,0.0011782631,0.0010906542],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.018509457,0.0004771796,0.000797267,0.00045959963,0.0038717347,0.00045960202,0.0013413865,0.00070092356,0.0038262785],"category_scores_gemma":[0.0028031212,0.0004227173,0.00018361915,0.00042393288,0.0029162345,0.00027704614,0.0008268373,0.0047540213,0.00043716314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072089635,0.0019397136,0.0028690188,0.0014091041,0.0022319667,0.0023784793,0.6411584,0.0000241976,0.0035302101,0.3041305,0.0043340153,0.035273507],"study_design_scores_gemma":[0.0016968871,0.0021058707,0.0030205862,0.0024240583,0.00034479707,0.000016999216,0.05804265,0.000043259344,0.005504533,0.015266769,0.9088682,0.0026653837],"about_ca_topic_score_codex":0.010876879,"about_ca_topic_score_gemma":0.068869606,"teacher_disagreement_score":0.9045342,"about_ca_system_score_codex":0.0010290134,"about_ca_system_score_gemma":0.0035697117,"threshold_uncertainty_score":0.99982244},"labels":[],"label_agreement":null},{"id":"W3199763266","doi":"","title":"Developing a healing and wellness program for First Nations boys and men: The Mishoomsinaang Mentorship Program","year":2021,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Participatory action research; Mental health; Community-based participatory research; Focus group; Action research; Mentorship; Empowerment; Indigenous; Psychology; Nursing; Gerontology; Medical education; Medicine; Sociology; Pedagogy; Political science; Psychiatry","score_opus":0.5411241752230509,"score_gpt":0.6342544113456323,"score_spread":0.09313023612258142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199763266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6536686,0.0038312562,0.04344386,0.18082295,0.00062179327,0.0148054045,0.000018497465,0.0011829914,0.10160464],"genre_scores_gemma":[0.88409626,0.00033064673,0.11028249,0.00024232011,0.00019558973,0.0026955565,0.0000053256977,0.000019338913,0.0021324805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814254,0.00061678357,0.00016033434,0.00025256904,0.0003364782,0.0004912813],"domain_scores_gemma":[0.9975451,0.0019286358,0.00003558228,0.00010627799,0.00019061747,0.00019378384],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003844848,0.00008520874,0.000120492456,0.000045511173,0.002323367,0.00049497676,0.00012324876,0.000061179315,0.000025558844],"category_scores_gemma":[0.0046297247,0.00006438275,0.000030322637,0.0005241983,0.00035676965,0.0001745905,0.00009514166,0.00009084601,0.0000011238798],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001776166,0.00021114337,0.0059244228,0.00023479453,0.00006595462,0.0000053662216,0.02165349,0.0000015241978,0.00008396458,0.6128188,0.0006127991,0.35837004],"study_design_scores_gemma":[0.0005184578,0.00015465039,0.004923237,0.0001090798,0.000036594254,0.000003121433,0.04126177,0.0031808806,0.0035261675,0.01182853,0.9341656,0.00029190432],"about_ca_topic_score_codex":0.00030367688,"about_ca_topic_score_gemma":0.011436336,"teacher_disagreement_score":0.9335528,"about_ca_system_score_codex":0.00009728474,"about_ca_system_score_gemma":0.0004988539,"threshold_uncertainty_score":0.99897546},"labels":[],"label_agreement":null},{"id":"W3200100909","doi":"10.1386/eta_00072_1","title":"Remembering Seonjeong Yi Lebrun: Mourning with narratives of care","year":2021,"lang":"en","type":"article","venue":"International Journal of Education through Art","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Empathy; The arts; Citizen journalism; Participatory action research; Action (physics); Sociology; Gender studies; Visual arts; Psychology; History; Psychoanalysis; Art; Social psychology; Literature; Anthropology; Political science; Law","score_opus":0.328160614061815,"score_gpt":0.6297126889256505,"score_spread":0.30155207486383545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200100909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8975166,0.0012448292,0.01227296,0.005680201,0.0021786708,0.000093262955,0.0000035653964,0.000010742478,0.08099914],"genre_scores_gemma":[0.9694951,0.000118962846,0.028278148,0.00013999497,0.00067264517,0.0000043070804,0.000003300755,0.000009140379,0.0012783649],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977796,0.0005081609,0.00037869829,0.00011008303,0.001062979,0.00016048463],"domain_scores_gemma":[0.9955807,0.00021571809,0.00042979597,0.00009296185,0.0035710288,0.000109821754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093403616,0.00007179456,0.00016637666,0.00011297002,0.00013642845,0.000084638836,0.00032218877,0.000039088725,0.0005738974],"category_scores_gemma":[0.0017435504,0.00006534996,0.00008153627,0.00025516163,0.00019996586,0.0007701093,0.000038210765,0.00020054523,0.000009189975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033387006,0.0007051347,0.0671398,0.000069958005,0.0005741455,0.00009607875,0.80816084,0.0007572937,0.023093864,0.06797681,0.0044291033,0.026663126],"study_design_scores_gemma":[0.000668182,0.0002484853,0.012375782,0.0008811443,0.00003542344,0.00008766825,0.621472,0.000013314178,0.050798822,0.0062877764,0.30691755,0.00021384971],"about_ca_topic_score_codex":0.00007232093,"about_ca_topic_score_gemma":0.00035459653,"teacher_disagreement_score":0.30248845,"about_ca_system_score_codex":0.0002949509,"about_ca_system_score_gemma":0.003410874,"threshold_uncertainty_score":0.6283774},"labels":[],"label_agreement":null},{"id":"W3200910120","doi":"10.25071/2563-3694.47","title":"Lysol Lakes, and Other Photographs","year":2021,"lang":"en","type":"article","venue":"New Sociology Journal of Critical Praxis","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Irony; Visual arts; Sociology; Everyday life; Geography; Aesthetics; Art; Political science; Literature","score_opus":0.45243687444771963,"score_gpt":0.6372205111396642,"score_spread":0.18478363669194453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200910120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8986265,0.012292,0.009456815,0.039642982,0.0010160308,0.00014490631,0.000008965594,0.000036891386,0.038774904],"genre_scores_gemma":[0.9906277,0.00019619985,0.0061752326,0.001867483,0.0006330403,0.0000018218723,1.1903581e-7,0.000010025782,0.0004883711],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99581826,0.002831327,0.00032607958,0.00014617416,0.00042283404,0.000455299],"domain_scores_gemma":[0.9954514,0.0033441207,0.0000731641,0.00010228618,0.0004115956,0.00061742106],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038329721,0.00008148781,0.00029187315,0.00007217046,0.000285009,0.000044529388,0.0001828556,0.00022258816,0.0014324858],"category_scores_gemma":[0.022429816,0.000072791416,0.0001262478,0.00015222719,0.0029614363,0.0001789991,0.000050671348,0.0005416226,0.000017315764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024604533,0.000662994,0.05167725,0.000073137155,0.00031725477,0.000995715,0.09183006,0.0000012953956,0.038580693,0.76620865,0.021682192,0.027724698],"study_design_scores_gemma":[0.0012880056,0.0006823284,0.005423219,0.000063263404,0.00012786983,0.00013370882,0.018579684,0.000019136622,0.003520655,0.46431717,0.50555325,0.00029169032],"about_ca_topic_score_codex":0.00007167426,"about_ca_topic_score_gemma":0.000103259095,"teacher_disagreement_score":0.48387107,"about_ca_system_score_codex":0.000048107784,"about_ca_system_score_gemma":0.0011001107,"threshold_uncertainty_score":0.9997519},"labels":[],"label_agreement":null},{"id":"W3201217058","doi":"10.1016/j.metip.2021.100079","title":"Picturing femininities and masculinities: Using visual methods to explore gender relations","year":2021,"lang":"en","type":"article","venue":"Methods in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Photovoice; Visual methods; Thematic analysis; Photo elicitation; Visual research; Qualitative research; Inclusion (mineral); Process (computing); Psychology; Sociology; Computer science; Social science; Visual arts; Knowledge management; Cognitive science; Art","score_opus":0.8694307256410768,"score_gpt":0.771395280841754,"score_spread":0.0980354447993228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201217058","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23054627,0.0010181306,0.72750264,0.0007701493,0.0009299202,0.00023980915,0.0000020020898,0.00006814242,0.03892294],"genre_scores_gemma":[0.02136999,0.00021400835,0.9763442,0.0010656433,0.00024800288,0.00010576775,0.0000011976744,0.000032941218,0.00061823626],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97641295,0.02125204,0.00052658195,0.0006572948,0.0003248718,0.0008262889],"domain_scores_gemma":[0.9939175,0.005092822,0.0000859301,0.00036750064,0.00017327823,0.00036296068],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01717016,0.00018899312,0.0004471295,0.00043926833,0.00048520873,0.00009648375,0.00026353772,0.00029093176,0.0007983777],"category_scores_gemma":[0.013154075,0.00021086592,0.000083023246,0.0010881388,0.000666823,0.00022183741,0.00024790887,0.0005244168,0.000017110753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012240036,0.00031008603,0.021095868,0.000064289205,0.00015061095,0.00026407905,0.4488179,0.00015547212,0.061576508,0.028593753,0.0003640861,0.43848494],"study_design_scores_gemma":[0.0021174396,0.00033891204,0.05634776,0.00019378224,0.00014188605,0.000101091406,0.40335062,0.002860565,0.030387765,0.26320702,0.23936157,0.0015915947],"about_ca_topic_score_codex":0.00011796062,"about_ca_topic_score_gemma":0.000088533445,"teacher_disagreement_score":0.43689334,"about_ca_system_score_codex":0.00015930108,"about_ca_system_score_gemma":0.00039211684,"threshold_uncertainty_score":0.99515855},"labels":[],"label_agreement":null},{"id":"W3203714310","doi":"10.1177/26349795211042761","title":"Making sense: Reflections on an event-based memoir in an existential mode","year":2021,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Memoir; Materiality (auditing); Existentialism; Contemplation; Embodied cognition; Painting; Event (particle physics); Aesthetics; Perception; Invocation; Mode (computer interface); Repertoire; Visual arts; Psychology; Art; Literature; Computer science; Sociology; Epistemology; Philosophy","score_opus":0.7549208318743736,"score_gpt":0.7047347755832425,"score_spread":0.050186056291131154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203714310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852518,0.000020079899,0.010000961,0.001233823,0.00028033947,0.0003032901,0.000040847026,0.00014616291,0.0027226885],"genre_scores_gemma":[0.97779197,0.000007842819,0.020663636,0.0008898097,0.00028303626,0.000063330874,0.000028940367,0.000022979868,0.00024848824],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9922576,0.005076854,0.0003377583,0.0006174455,0.0009439802,0.0007663892],"domain_scores_gemma":[0.99833465,0.0004101706,0.00008122417,0.00053452805,0.0002851,0.00035433134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047408557,0.00016740724,0.00025611426,0.000044267486,0.001017553,0.00020038283,0.00024292387,0.00024292694,0.0002560784],"category_scores_gemma":[0.0011466608,0.00018888706,0.0002682765,0.0007541249,0.00040374303,0.00042957754,0.00006555288,0.0005335731,0.000018707737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006377403,0.011839507,0.054726757,0.00024361639,0.00023897161,0.00034576072,0.5120156,0.08749892,0.27581978,0.027536394,0.001306619,0.027790375],"study_design_scores_gemma":[0.0034149182,0.00048807327,0.10928078,0.0001906286,0.00007352321,0.0000021383394,0.11918095,0.7190057,0.025869228,0.005401297,0.01576053,0.0013322278],"about_ca_topic_score_codex":0.0047962344,"about_ca_topic_score_gemma":0.0335706,"teacher_disagreement_score":0.6315068,"about_ca_system_score_codex":0.00086612196,"about_ca_system_score_gemma":0.0011667104,"threshold_uncertainty_score":0.9840642},"labels":[],"label_agreement":null},{"id":"W3204175625","doi":"10.33524/cjar.v22i1.538","title":"Moving with the Movements: Participatory Action Research in In/Action","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Francis Xavier University","funders":"","keywords":"Participatory action research; Citizen journalism; Movement (music); Action research; Action (physics); Social movement; Sociology; Meaning (existential); Public relations; Political science; Epistemology; Pedagogy; Aesthetics; Politics; Law; Art","score_opus":0.9223234506114827,"score_gpt":0.7272464297884316,"score_spread":0.19507702082305112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204175625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676916,0.0002947391,0.000057057267,0.02510041,0.00029493004,0.0003673223,0.0000014824293,0.000004593931,0.0061878823],"genre_scores_gemma":[0.9969344,0.00025543873,0.00004547334,0.00011531521,0.0004193044,0.000056016186,4.1984288e-7,0.000016589984,0.0021570441],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9764954,0.018681396,0.0003848685,0.00021956007,0.0028483437,0.0013704634],"domain_scores_gemma":[0.9941447,0.0027185283,0.00012224462,0.00034371793,0.0019641,0.00070675276],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06502919,0.00009129676,0.00017758973,0.0012166647,0.0024466831,0.0005051471,0.00065649644,0.00013005547,0.00048309195],"category_scores_gemma":[0.0057622995,0.00006127325,0.00005379093,0.0039513633,0.0014975237,0.0007285174,0.000056185156,0.003213651,0.000038272112],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024886806,0.00096758845,0.35315785,0.0002704136,0.0004415801,0.00464332,0.21698132,0.007469283,0.043945894,0.043023605,0.025850533,0.3007599],"study_design_scores_gemma":[0.0013776,0.00058378116,0.26536065,0.00045642717,0.000014839473,0.000051726052,0.38526878,0.00084216776,0.012780457,0.009435109,0.32355002,0.00027846667],"about_ca_topic_score_codex":0.18298776,"about_ca_topic_score_gemma":0.93467647,"teacher_disagreement_score":0.7516887,"about_ca_system_score_codex":0.0040855817,"about_ca_system_score_gemma":0.014563917,"threshold_uncertainty_score":0.99973756},"labels":[],"label_agreement":null},{"id":"W3205165595","doi":"10.1177/15248399211045017","title":"Visualizing DEPICT: A Multistep Model for Participatory Analysis in Photovoice Research for Social Change","year":2021,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Photovoice; Participatory action research; Participatory GIS; Citizen journalism; Sociology; Public relations; Computer science; World Wide Web; Political science","score_opus":0.9672861839294637,"score_gpt":0.8021260172534995,"score_spread":0.16516016667596423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205165595","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2296781,0.0018255371,0.60324496,0.144453,0.00073849456,0.016289966,0.00028256114,0.0003480612,0.003139311],"genre_scores_gemma":[0.93786335,0.00027053032,0.049947154,0.0018742749,0.00058763183,0.008416841,0.00005090479,0.000046164947,0.00094315736],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9823039,0.013466565,0.00067476847,0.000672497,0.001245102,0.0016371289],"domain_scores_gemma":[0.9898975,0.0071663526,0.0003322456,0.0002630421,0.0018642361,0.00047662779],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.057571534,0.00013979497,0.00045326934,0.00050158927,0.0022873492,0.00016773025,0.00023743157,0.00021598385,0.000053594275],"category_scores_gemma":[0.04609874,0.00016758128,0.00017860711,0.0028946418,0.0002381844,0.0011367168,0.000096587035,0.00052406226,0.0000138374135],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013855947,0.007896167,0.0057197628,0.0022691963,0.0006540311,0.00006363036,0.7256318,0.00046955296,0.0017814749,0.1564633,0.0038826887,0.09378286],"study_design_scores_gemma":[0.0026829755,0.00071097043,0.0046569463,0.00013049651,0.00030662725,0.0000017901929,0.0472798,0.7441117,0.0006259182,0.0057894383,0.19319507,0.0005082433],"about_ca_topic_score_codex":0.004210219,"about_ca_topic_score_gemma":0.027585033,"teacher_disagreement_score":0.74364215,"about_ca_system_score_codex":0.001231334,"about_ca_system_score_gemma":0.0029342433,"threshold_uncertainty_score":0.9990115},"labels":[],"label_agreement":null},{"id":"W3205705720","doi":"10.1002/pra2.549","title":"Fixing for Change: Stories of Information and Aspiration in Community Repair","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grassroots; Stewardship (theology); Public relations; Popularity; Storytelling; Through-the-lens metering; Adaptation (eye); Sociology; Environmental stewardship; Political science; Narrative; Psychology; Engineering; Lens (geology); Environmental resource management; Politics","score_opus":0.2760105940940887,"score_gpt":0.5207519764899549,"score_spread":0.24474138239586618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205705720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945169,0.000023176468,0.00013651043,0.0026094008,0.00007528658,0.00061485724,0.0000137479265,0.00003281121,0.0019773191],"genre_scores_gemma":[0.99768174,0.000031775588,0.0020536128,0.00007723394,0.0000082110055,0.00012502783,0.0000015901228,0.0000010224776,0.00001977401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990245,0.000027331296,0.00030958315,0.000047034147,0.00041920535,0.00017231936],"domain_scores_gemma":[0.9959703,0.00027504953,0.00049748225,0.000049936756,0.003183596,0.000023641713],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009898275,0.000037965623,0.00010790648,0.00037237615,0.00061624346,0.00007545676,0.00018834087,0.00010449243,3.8027844e-7],"category_scores_gemma":[0.038714513,0.00003436147,0.000019269875,0.0016488164,0.00042818423,0.004516701,0.0001227127,0.00010197289,1.3317458e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002191433,0.000026070304,0.25331205,0.00029183357,0.000008942472,2.1147017e-9,0.06345454,9.993191e-7,0.0039626453,0.6368469,0.00012416413,0.04194995],"study_design_scores_gemma":[0.0022772006,0.0006122127,0.24510421,0.00025620853,0.000049109738,0.0000012285785,0.28411347,0.005221022,0.20654711,0.08996141,0.16551991,0.0003369137],"about_ca_topic_score_codex":0.00013407266,"about_ca_topic_score_gemma":0.00013262984,"teacher_disagreement_score":0.5468855,"about_ca_system_score_codex":0.00021480655,"about_ca_system_score_gemma":0.0002811447,"threshold_uncertainty_score":0.9693828},"labels":[],"label_agreement":null},{"id":"W3205915578","doi":"10.1371/journal.pone.0257126","title":"Female adolescents living with HIV telling their story through ‘my story’ book in Malawi: A visual methodology innovation","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reproductive health; Population; Psychology; Qualitative research; Developmental psychology; Medicine; Sociology; Social science","score_opus":0.7063987276915581,"score_gpt":0.5610789496681776,"score_spread":0.14531977802338047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205915578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856431,0.00080244394,0.009750882,0.00059266936,0.00006861031,0.00038143934,0.0000030920874,0.00009051463,0.002667254],"genre_scores_gemma":[0.9571641,0.00018416428,0.03928643,0.0006292845,0.00027403142,0.00010149403,0.000004054088,0.000038600796,0.0023178149],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9891825,0.008397707,0.00030414885,0.00048350292,0.00088884315,0.00074332627],"domain_scores_gemma":[0.99684006,0.0021764399,0.0001528549,0.00025885197,0.00044606812,0.00012574147],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0085078515,0.00017045609,0.0004188767,0.00021358348,0.00045178435,0.000066102744,0.0002631005,0.00016968751,0.0003189866],"category_scores_gemma":[0.008483609,0.00016867755,0.00003758551,0.0014299902,0.00042798303,0.0005517433,0.00013431693,0.0007607375,0.000054778367],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027763774,0.006208123,0.5350697,0.00061203114,0.0003966977,0.00016791922,0.16589923,0.0000845743,0.27153376,0.0124783525,0.00021547991,0.0070564914],"study_design_scores_gemma":[0.003983804,0.0014451147,0.31721467,0.011102086,0.00034884954,0.0000072697476,0.18843675,0.0037780085,0.4430201,0.0036266427,0.02426099,0.0027757096],"about_ca_topic_score_codex":0.00011742401,"about_ca_topic_score_gemma":0.00058493786,"teacher_disagreement_score":0.21785505,"about_ca_system_score_codex":0.00042303972,"about_ca_system_score_gemma":0.00093871733,"threshold_uncertainty_score":0.99986833},"labels":[],"label_agreement":null},{"id":"W3206794226","doi":"10.1002/pra2.505","title":"What's Next for Information World Mapping?: International and Multidisciplinary Uses of the Method","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multidisciplinary approach; Strengths and weaknesses; Information visualization; Computer science; Citizen journalism; The arts; Data science; Visualization; World Wide Web; Psychology; Sociology; Political science; Social science; Data mining; Social psychology","score_opus":0.19780297062371266,"score_gpt":0.5185437022607958,"score_spread":0.32074073163708317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206794226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9197377,0.00010544848,0.0028251286,0.06146542,0.0015826641,0.0022341067,0.000058122754,0.00008883036,0.011902567],"genre_scores_gemma":[0.98601806,0.00013565317,0.013117679,0.00018517974,0.000025376612,0.000127138,0.0000017761474,0.000002331965,0.00038680073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986,0.000022970928,0.00035987576,0.000086980435,0.0007212448,0.0002089266],"domain_scores_gemma":[0.99472356,0.0004012429,0.0007389235,0.00006877557,0.0040333048,0.00003419934],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0066314354,0.00005482639,0.00011829539,0.00041904437,0.0007211798,0.00041432588,0.00049464987,0.00009201863,0.0000020256969],"category_scores_gemma":[0.023219196,0.000039753813,0.000041470834,0.0020408835,0.0005890601,0.009587678,0.000355156,0.000092885944,5.159181e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026262935,0.000030172989,0.064473845,0.00014863886,0.00003839818,3.7216483e-9,0.027432065,0.000005568753,0.014732631,0.80282754,0.0007025836,0.089582324],"study_design_scores_gemma":[0.0013275171,0.00008869539,0.07014088,0.0002322515,0.000050755345,0.0000022983772,0.18154502,0.008659562,0.22658017,0.087837875,0.42329574,0.0002392417],"about_ca_topic_score_codex":0.000014564061,"about_ca_topic_score_gemma":0.000024413112,"teacher_disagreement_score":0.71498966,"about_ca_system_score_codex":0.00019300742,"about_ca_system_score_gemma":0.00037646363,"threshold_uncertainty_score":0.98500866},"labels":[],"label_agreement":null},{"id":"W3207595140","doi":"10.55738/journal.v8i1-2p.54-85","title":"Photovoice as a Visual Research Method: Adaptations from Projects in Peru and Ecuador","year":2021,"lang":"en","type":"article","venue":"Journal of Latin American Communication Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Photovoice; Context (archaeology); Visual research; Flexibility (engineering); Photo elicitation; Photography; Empowerment; Sociology; Indigenous; Citizen journalism; Participatory action research; Psychology; Public relations; Visual arts; Computer science; Geography; Political science; World Wide Web; Art","score_opus":0.7851568468654107,"score_gpt":0.7310915187729959,"score_spread":0.05406532809241471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207595140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97335416,0.0016527981,0.0003595969,0.008508888,0.0000290124,0.00040262903,0.0000057530337,0.000012072484,0.015675105],"genre_scores_gemma":[0.90631366,0.003962372,0.088567086,0.00009317304,0.00010830371,0.00006470104,0.0000038836265,0.000020512247,0.00086628477],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.94835186,0.046782818,0.00068493304,0.00029441743,0.0031024478,0.000783501],"domain_scores_gemma":[0.9674325,0.026904035,0.00031136844,0.0006277316,0.004196297,0.00052803976],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.048453283,0.000106987805,0.00040371498,0.0010396796,0.0011594436,0.0003584058,0.0010291472,0.00009815423,0.0003663887],"category_scores_gemma":[0.042303383,0.000106615094,0.00007487481,0.004749487,0.002651956,0.0004327896,0.0006519057,0.0026450155,0.000041050003],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009788632,0.0022509536,0.09044369,0.000052225987,0.00023706547,0.00054344116,0.2750554,0.000090796784,0.09344624,0.016464476,0.0030602962,0.51737654],"study_design_scores_gemma":[0.0014700122,0.0011243836,0.17658882,0.0005021311,0.000021104202,0.000016702481,0.72372645,0.004615144,0.009172551,0.015293698,0.0671268,0.00034220403],"about_ca_topic_score_codex":0.039774414,"about_ca_topic_score_gemma":0.015313967,"teacher_disagreement_score":0.51703435,"about_ca_system_score_codex":0.0005839894,"about_ca_system_score_gemma":0.0051086326,"threshold_uncertainty_score":0.9996559},"labels":[],"label_agreement":null},{"id":"W3207644982","doi":"10.15353/cjds.v10i2.796","title":"Paved Trails and Shampoo Shopping","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Disability studies; Conversation; Sociology; Poetics; Narrative; Indigenous; Poetry; Aesthetics; Media studies; Politics; Gender studies; Literature; Law; Art; Political science","score_opus":0.7959246933643791,"score_gpt":0.6658500689283072,"score_spread":0.13007462443607187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207644982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97712415,0.008811616,0.000031257438,0.010425832,0.00031896803,0.00007444935,0.00000777967,0.000004463298,0.0032014973],"genre_scores_gemma":[0.99835837,0.0003758542,0.0006482865,0.00016684784,0.00020526706,0.0000026114,1.1950911e-7,0.0000045959428,0.00023807625],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99773157,0.0011299228,0.00029119937,0.00013274992,0.0002949628,0.00041960727],"domain_scores_gemma":[0.9973293,0.0010194653,0.00007498452,0.000112130074,0.00055030134,0.00091384817],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004139107,0.000073430085,0.0002803816,0.000046563004,0.0006178747,0.0000915479,0.00013946973,0.000043973003,0.00014993937],"category_scores_gemma":[0.023082225,0.000067286834,0.00008030022,0.0002600706,0.002220817,0.00021637714,0.0000253119,0.0001897847,0.0000021266978],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014845893,0.00005903433,0.82787955,0.00009432382,0.00035241773,0.0002557083,0.103444606,0.000005057736,0.00046820496,0.014404491,0.0020388388,0.05098294],"study_design_scores_gemma":[0.0005928209,0.00016161155,0.3987823,0.00026126092,0.00009762443,0.000024062923,0.40358147,0.000010031264,0.00055672653,0.020325724,0.17526978,0.000336569],"about_ca_topic_score_codex":0.003238926,"about_ca_topic_score_gemma":0.4210095,"teacher_disagreement_score":0.4290972,"about_ca_system_score_codex":0.00057189836,"about_ca_system_score_gemma":0.0022836437,"threshold_uncertainty_score":0.98514676},"labels":[],"label_agreement":null},{"id":"W3207671314","doi":"10.1111/j.1440-1800.2009.00435.x","title":"‘We've fallen into the cracks’: Aboriginal women's experiences with breast cancer through photovoice","year":2009,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Photovoice; Breast cancer; Gender studies; Context (archaeology); Qualitative research; Oppression; Health care; Health equity; Sociology; Medicine; Nursing; Cancer; Public health; Geography; Anthropology; Political science; Politics","score_opus":0.29298086604873047,"score_gpt":0.6011024178174911,"score_spread":0.3081215517687606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207671314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97491485,0.0006669934,0.0009694215,0.0134929875,0.00078765175,0.0003215194,0.0000022813535,0.00012835365,0.008715967],"genre_scores_gemma":[0.9951854,0.00023815726,0.0012784563,0.0011138982,0.0011479689,0.0003679135,4.1377146e-7,0.00001581004,0.0006519819],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962045,0.0009959884,0.0002049142,0.0004095928,0.0011773972,0.0010075856],"domain_scores_gemma":[0.9987519,0.00033410985,0.000107315595,0.0003262964,0.00019120559,0.00028920834],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00171361,0.00019324472,0.00022915052,0.00005605738,0.0014195308,0.00025355414,0.0006824577,0.00010770048,0.0006096114],"category_scores_gemma":[0.0001629416,0.00012758793,0.000048059926,0.0007735439,0.0030233818,0.0007752447,0.000014905658,0.00034829695,0.000031210402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017946144,0.00013818817,0.00048081626,0.0000045758375,0.000014733657,0.000010196547,0.9469536,0.000014879649,0.00038530445,0.0021296071,0.0021168818,0.047571767],"study_design_scores_gemma":[0.0003158413,0.00029617047,0.005495232,0.00027177957,0.000018459648,0.000005412478,0.91093624,0.00006649089,0.00084522937,0.004343495,0.0771014,0.00030425598],"about_ca_topic_score_codex":0.0018474619,"about_ca_topic_score_gemma":0.0003830727,"teacher_disagreement_score":0.07498451,"about_ca_system_score_codex":0.00084825826,"about_ca_system_score_gemma":0.0009986571,"threshold_uncertainty_score":0.9998805},"labels":[],"label_agreement":null},{"id":"W3207854814","doi":"10.1016/j.chiabu.2021.105358","title":"Nothing About Us Without Us: Using Participatory Action Research (PAR) and arts-based methods as empowerment and social justice tools in doing research with youth ‘aging out’ of care","year":2021,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Vancouver Foundation; Pierre Elliott Trudeau Foundation","keywords":"Photovoice; Participatory action research; Empowerment; Photo elicitation; Sociology; Action research; Context (archaeology); Transformative learning; Public relations; Participatory evaluation; Youth empowerment; Psychology; Pedagogy; Political science; Social science","score_opus":0.6995191261306294,"score_gpt":0.6680335844093088,"score_spread":0.031485541721320565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207854814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99378145,0.0010598331,0.0010455947,0.00041452816,0.00015976847,0.000738285,0.00001021125,0.000046538422,0.0027438067],"genre_scores_gemma":[0.9867632,0.00021679138,0.012417218,0.00015740767,0.00029591078,0.00006597133,0.000005161996,0.00005157049,0.000026763746],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9826822,0.012335878,0.000521635,0.00085476047,0.002080013,0.0015254747],"domain_scores_gemma":[0.9944423,0.0035392018,0.00015712998,0.0003768435,0.0010965576,0.0003879778],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01668657,0.00024673072,0.000564614,0.0006327231,0.0026039379,0.0005367636,0.00028677846,0.00022909601,0.000033398104],"category_scores_gemma":[0.005264508,0.00024476735,0.00006890205,0.0015866469,0.0017834442,0.0006147751,0.00022249723,0.0015193613,0.0000026219009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078459695,0.00027149759,0.10100744,0.0009068224,0.00009894622,0.00014465352,0.81731534,0.0003023449,0.060628597,0.00074235915,0.000010446036,0.017786955],"study_design_scores_gemma":[0.004685622,0.0010543739,0.16005293,0.0050436766,0.0004052066,0.000012983017,0.617657,0.0035443439,0.19367707,0.00027747737,0.012358243,0.0012310995],"about_ca_topic_score_codex":0.002342533,"about_ca_topic_score_gemma":0.0047836998,"teacher_disagreement_score":0.19965836,"about_ca_system_score_codex":0.0007741591,"about_ca_system_score_gemma":0.0021186515,"threshold_uncertainty_score":0.99869454},"labels":[],"label_agreement":null},{"id":"W3208147923","doi":"10.1080/02660830.2021.1960613","title":"Adult education, the arts and creativity","year":2021,"lang":"en","type":"article","venue":"Studies in the Education of Adults","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Creativity; The arts; Arts in education; Performing arts education; Adult education; Visual arts education; Pedagogy; Sociology; Work (physics); Psychology; Visual arts; Art; Social psychology; Engineering","score_opus":0.48664343212880784,"score_gpt":0.6666950701357963,"score_spread":0.18005163800698848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208147923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93291116,0.005090316,0.000008823965,0.020894848,0.00079943053,0.00030984916,0.0000017347644,0.0000071904037,0.039976645],"genre_scores_gemma":[0.99517006,0.0020130544,0.00055874605,0.0005662292,0.00026125842,0.00017293742,0.0000010218356,0.0000031864356,0.001253501],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99758255,0.0016052144,0.0001686022,0.00014429852,0.00033539158,0.00016391091],"domain_scores_gemma":[0.996953,0.0018200175,0.000081723905,0.00024302398,0.00086100784,0.000041228388],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026657996,0.000057609195,0.00010995713,0.000035814366,0.00041536908,0.000026400003,0.0001997283,0.000025301848,0.000024839439],"category_scores_gemma":[0.017304191,0.000035882575,0.000023674158,0.00046451733,0.0009309609,0.00010073615,0.00006262987,0.00011088561,0.0000044209387],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021748881,0.00061967317,0.028844101,0.000083354586,0.000034672878,4.9100026e-7,0.68083954,6.5933983e-7,0.000046396803,0.20489943,0.017975098,0.06663486],"study_design_scores_gemma":[0.00009871263,0.0000257506,0.083584815,0.00017382755,0.000013099187,0.0000012435838,0.8617251,0.0000026458458,0.0006006189,0.023987444,0.029724274,0.000062458406],"about_ca_topic_score_codex":0.00090477697,"about_ca_topic_score_gemma":0.002713033,"teacher_disagreement_score":0.18091199,"about_ca_system_score_codex":0.000067036475,"about_ca_system_score_gemma":0.0014243369,"threshold_uncertainty_score":0.9909735},"labels":[],"label_agreement":null},{"id":"W3210093259","doi":"10.1177/16094069211053107","title":"Walking Alongside: Relational Research Spaces in Visual Narrative Inquiry","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Narrative; Narrative inquiry; Honor; Relation (database); Sociology; Aesthetics; Process (computing); Epistemology; Psychology; Social psychology; Computer science; Art; Literature","score_opus":0.9698627061374973,"score_gpt":0.8441832189299079,"score_spread":0.12567948720758937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210093259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8470615,0.0014140854,0.12743294,0.012421399,0.002593774,0.00019210902,0.0000054900006,0.00001584194,0.008862868],"genre_scores_gemma":[0.6260296,0.00014927427,0.37131914,0.0001835758,0.0012131961,0.000018620372,0.0000035634816,0.000019838224,0.001063214],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.905729,0.088586174,0.0010859353,0.00032036402,0.0036943874,0.0005841377],"domain_scores_gemma":[0.96344,0.028622562,0.0005124603,0.00011933251,0.0070016677,0.00030396917],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12675405,0.00014348183,0.00040291378,0.0010267722,0.00035064406,0.00024070218,0.00066510716,0.00015224631,0.000882253],"category_scores_gemma":[0.10758936,0.00013925953,0.00018942426,0.0013816609,0.0013046206,0.0010514039,0.0002206046,0.001273157,0.000019563677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023220011,0.00026657534,0.0017307618,0.0000067206624,0.00019959,0.00061848684,0.8333903,0.000068895926,0.0054793097,0.12640417,0.0005346625,0.031068351],"study_design_scores_gemma":[0.0009036496,0.00019134047,0.009270204,0.000259809,0.000009424383,0.00003867042,0.8215621,0.00016850705,0.008650496,0.12796032,0.030790493,0.0001949533],"about_ca_topic_score_codex":0.00034136433,"about_ca_topic_score_gemma":0.0005125813,"teacher_disagreement_score":0.2438862,"about_ca_system_score_codex":0.0010702747,"about_ca_system_score_gemma":0.0026837303,"threshold_uncertainty_score":0.9660052},"labels":[],"label_agreement":null},{"id":"W3210192895","doi":"10.1080/22423982.2021.1986250","title":"“Do something with them!”: developing “comfortable” engagement with Elders participating in an arts-based sexual health promotion and STBBI prevention workshop for Indigenous Youth in Labrador, Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Filmmaking; Indigenous; Reproductive health; Health promotion; Citizen journalism; Community-based participatory research; Participatory action research; Outreach; Health education; Psychology; Gerontology; Medicine; Nursing; Sociology; Public health; Political science; Environmental health; Population","score_opus":0.6097535605899285,"score_gpt":0.6058966708589445,"score_spread":0.00385688973098397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210192895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9457251,0.00026481226,0.04843884,0.004920904,0.00014437946,0.0004772455,0.000012616259,0.000007214902,0.000008925294],"genre_scores_gemma":[0.98101753,0.00006008799,0.018059775,0.00067260826,0.000106028994,0.000047902566,0.000013482463,0.000016619359,0.0000059457852],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9953675,0.001790404,0.0007138805,0.00024414327,0.0012551087,0.00062896544],"domain_scores_gemma":[0.99789345,0.00053320755,0.00063781755,0.000091787166,0.000509076,0.000334651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012569698,0.00012206723,0.00031425236,0.00025944467,0.0003919885,0.00016116712,0.00022197784,0.000049093185,0.000013580572],"category_scores_gemma":[0.0012598201,0.00011182865,0.000020800166,0.00040693287,0.000068452486,0.00053966476,0.000026257274,0.0004887321,6.1447594e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043921385,0.0007133639,0.67701954,0.0002925662,0.00011199331,0.0001366819,0.16276765,0.003983531,0.00008154036,0.002876689,0.000010021227,0.1515672],"study_design_scores_gemma":[0.013805388,0.0062919366,0.35809812,0.009151187,0.00007577647,0.000076325916,0.5971695,0.0047501572,0.001595314,0.0057934807,0.0019358667,0.0012569156],"about_ca_topic_score_codex":0.09818148,"about_ca_topic_score_gemma":0.84196156,"teacher_disagreement_score":0.7437801,"about_ca_system_score_codex":0.002277032,"about_ca_system_score_gemma":0.024263438,"threshold_uncertainty_score":0.9812681},"labels":[],"label_agreement":null},{"id":"W3211117786","doi":"10.3138/ctr.188.013","title":"Frontline Faces of COVID-19: Digital Pandemic Portraits","year":2021,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Portrait; Sociology; Visual arts; Context (archaeology); Media studies; Aesthetics; Art; History","score_opus":0.4631808140011512,"score_gpt":0.5853617042306103,"score_spread":0.1221808902294591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211117786","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009743718,0.724394,0.00041679465,0.024563089,0.00028155587,0.0010848365,0.0005563815,0.000095874675,0.23886372],"genre_scores_gemma":[0.6806151,0.2954465,0.0010879851,0.014210389,0.0004036929,0.00010813372,0.000099887366,0.000056423214,0.007971874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976349,0.0009111776,0.00031162644,0.00023069157,0.0003867702,0.00052483747],"domain_scores_gemma":[0.9970925,0.00038109312,0.00008003108,0.00027296596,0.00015602201,0.0020173811],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024540578,0.00010117154,0.00038589514,0.00007094552,0.00020958245,0.000046525205,0.00029743364,0.00007425016,0.0026066462],"category_scores_gemma":[0.0072485493,0.00009449261,0.00013074196,0.0005958407,0.00031932318,0.00016474338,0.000028689677,0.00013594626,0.000082739214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055317832,0.00006544404,0.04280856,0.003256926,0.00011928508,0.00041945415,0.0034986502,0.00000504406,0.00010778288,0.01339326,0.043921024,0.892399],"study_design_scores_gemma":[0.00006667132,0.000011769598,0.00031462664,0.0005130953,0.000027552545,0.000005187216,0.0005872891,0.0000024140888,0.000020032903,0.00087815116,0.997469,0.000104200386],"about_ca_topic_score_codex":0.05701622,"about_ca_topic_score_gemma":0.43990737,"teacher_disagreement_score":0.953548,"about_ca_system_score_codex":0.00045373672,"about_ca_system_score_gemma":0.012777751,"threshold_uncertainty_score":0.9983051},"labels":[],"label_agreement":null},{"id":"W3211430754","doi":"10.33137/tijih.v1i2.36135","title":"Atikamekw Nehirowisiw Mirowatisiwin","year":2021,"lang":"en","type":"article","venue":"Turtle Island Journal of Indigenous Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kahnawake Schools Diabetes Prevention Project; Queen's University; McGill University","funders":"","keywords":"Brainstorming; Photovoice; Public relations; Intervention (counseling); Psychological intervention; Psychology; Promotion (chess); Participatory action research; Thematic analysis; Community organization; Medical education; Political science; Sociology; Nursing; Qualitative research; Medicine; Business; Politics","score_opus":0.4252335694867517,"score_gpt":0.6249689804955039,"score_spread":0.1997354110087522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211430754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97518307,0.0069263764,0.003094197,0.0041231657,0.0010316687,0.00023293088,0.000015466234,0.00002345929,0.009369676],"genre_scores_gemma":[0.98015445,0.0039725094,0.009251316,0.0015940776,0.0017393623,0.0000039759066,0.0000032528467,0.000031685686,0.0032493833],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948416,0.0024805411,0.00064690167,0.00015019628,0.0010661978,0.00081461476],"domain_scores_gemma":[0.99730384,0.0005263381,0.00045976404,0.00018809793,0.0008187731,0.0007031879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072648684,0.00011023141,0.0004225901,0.00015311029,0.0008587248,0.00010734602,0.00032979384,0.00009540137,0.00061499886],"category_scores_gemma":[0.002311797,0.00009578923,0.00013992477,0.0004956135,0.00017353469,0.00023283457,0.00003641136,0.0004939255,0.000051793697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002470502,0.0011873365,0.07749305,0.0002334506,0.0003062186,0.0016439697,0.6144504,0.00011914551,0.0014068021,0.0068504578,0.03353422,0.2625279],"study_design_scores_gemma":[0.0025268456,0.0019241242,0.06817499,0.00042884666,0.00005073171,0.00031540476,0.034345705,0.000031370324,0.003857476,0.013673705,0.874082,0.0005887477],"about_ca_topic_score_codex":0.0021732412,"about_ca_topic_score_gemma":0.012055077,"teacher_disagreement_score":0.84054786,"about_ca_system_score_codex":0.0005211449,"about_ca_system_score_gemma":0.009825008,"threshold_uncertainty_score":0.99578834},"labels":[],"label_agreement":null},{"id":"W3212823485","doi":"10.21810/strm.v13i1.295","title":"Women Without a Nation","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Refugee; Framing (construction); Narrative; Mainstream; Conversation; Sociology; Gender studies; Media studies; Representation (politics); Refugee crisis; Social psychology; Aesthetics; Psychology; Politics; Political science; History; Law; Art; Literature; Communication","score_opus":0.39244467371046277,"score_gpt":0.607094718257585,"score_spread":0.21465004454712222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212823485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93333703,0.0007831141,0.0019326012,0.005888664,0.00020101697,0.00008578237,0.0000019672918,0.00001922987,0.057750605],"genre_scores_gemma":[0.9933216,0.0004433116,0.0050223325,0.000036528003,0.00014178368,0.000010113764,0.0000026241837,0.000008812086,0.0010128703],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99604815,0.0026145685,0.00042195793,0.00008429209,0.0005803527,0.0002506941],"domain_scores_gemma":[0.9975913,0.000505798,0.00035037997,0.00037847023,0.0009660873,0.00020793025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004869947,0.00007027669,0.00019024024,0.00013799834,0.00058513746,0.00010036591,0.0005961921,0.000064502805,0.00032779676],"category_scores_gemma":[0.0015404577,0.000067133515,0.00009050782,0.00036065874,0.00029044267,0.0005896516,0.0004348352,0.0003493425,0.000015806065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007652926,0.0017326697,0.025360411,0.000051830928,0.00042004543,0.00011722955,0.52887243,0.00018264113,0.017481126,0.05648672,0.004972862,0.36355674],"study_design_scores_gemma":[0.0028266206,0.0013639019,0.053316806,0.0010875856,0.00011615896,0.0001868391,0.46089065,0.0009981379,0.014786489,0.3239029,0.13982634,0.00069755886],"about_ca_topic_score_codex":0.000018902425,"about_ca_topic_score_gemma":0.0002473291,"teacher_disagreement_score":0.3628592,"about_ca_system_score_codex":0.0005111769,"about_ca_system_score_gemma":0.00074918184,"threshold_uncertainty_score":0.45004633},"labels":[],"label_agreement":null},{"id":"W3213891152","doi":"10.1177/16094069211031127","title":"Combining Photography and Duoethnography for Creating a Trioethnography Approach to Reflect Upon Educational Issues Amidst the COVID-19 Global Pandemic","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nipissing University; Brock University","funders":"","keywords":"Narrative; Contemplation; Indigenous; Sociology; Vietnamese; Coronavirus disease 2019 (COVID-19); Mindfulness; Pandemic; Aesthetics; Pedagogy; Media studies; Psychology; Epistemology; Art; Medicine","score_opus":0.9193105691489603,"score_gpt":0.7953846721146243,"score_spread":0.12392589703433599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213891152","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.123624854,0.0042599365,0.83741456,0.026039122,0.0011337061,0.0006544861,0.00011294201,0.0000408325,0.0067195804],"genre_scores_gemma":[0.1602371,0.00036201818,0.8355563,0.002797675,0.0006830816,0.00016067257,0.000010817768,0.000019440102,0.00017288337],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9778784,0.019078821,0.00083522167,0.00035823366,0.0014067803,0.00044256455],"domain_scores_gemma":[0.9775464,0.018783443,0.000599903,0.0001599533,0.0023118607,0.00059842214],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047214095,0.00019797486,0.0004371511,0.0005108827,0.0008024959,0.00034285954,0.0007863235,0.00010913532,0.000048844933],"category_scores_gemma":[0.051678702,0.00015809253,0.0004325104,0.0016068802,0.0009418263,0.00034875664,0.00013191724,0.00039630217,8.0785935e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010546208,0.0006088469,0.02343772,0.000069415466,0.0016432866,0.000010872639,0.6124829,0.00014667382,0.0062655476,0.31368175,0.0030852444,0.03751311],"study_design_scores_gemma":[0.0022776988,0.0005536984,0.0070965807,0.00015843652,0.00017170017,0.00008669705,0.40842482,0.00029015105,0.001591457,0.38881698,0.19004135,0.00049044396],"about_ca_topic_score_codex":0.0006728908,"about_ca_topic_score_gemma":0.00022356896,"teacher_disagreement_score":0.20405811,"about_ca_system_score_codex":0.0003849338,"about_ca_system_score_gemma":0.0013949337,"threshold_uncertainty_score":0.9810936},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3214080213","doi":"10.1097/xeb.0000000000000302","title":"We go farther together: practical steps towards conducting a collaborative autoethnographic study.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Autoethnography; Multidisciplinary approach; Sociology; Ethnography; Qualitative research; Engineering ethics; Psychology; Social science; Engineering; Anthropology","score_opus":0.7231689287483957,"score_gpt":0.6104432384997452,"score_spread":0.11272569024865042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214080213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389302,0.00035946644,0.00008935429,0.010002903,0.00069882814,0.0037370217,0.00002566953,0.0002448247,0.04591171],"genre_scores_gemma":[0.98458195,0.000021716662,0.0007303177,0.00021599045,0.00018234437,0.010377487,9.272181e-7,0.000028104701,0.0038611926],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98513204,0.011217856,0.00031723923,0.00046665798,0.0017823305,0.0010839066],"domain_scores_gemma":[0.9976584,0.0011894712,0.00016371888,0.0003059034,0.00021902911,0.0004634801],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01783733,0.000156102,0.00028502854,0.00020855948,0.0017352062,0.00018669885,0.00044435883,0.00006673297,0.00088369043],"category_scores_gemma":[0.008002039,0.00015505288,0.000086147076,0.0023396146,0.000563437,0.00038148233,0.00037360174,0.0007054372,0.000024692064],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004520574,0.0028861305,0.07876993,0.000020802416,0.00053361803,0.00026677878,0.47066054,0.000051344596,0.0001581717,0.019077448,0.00586031,0.42126286],"study_design_scores_gemma":[0.00090633356,0.0002887106,0.039201774,0.000002483339,0.000054851906,0.0000022503652,0.47607696,0.00005622657,0.00017020026,0.0013575043,0.48153558,0.00034711228],"about_ca_topic_score_codex":0.00079551985,"about_ca_topic_score_gemma":0.0010475601,"teacher_disagreement_score":0.47567528,"about_ca_system_score_codex":0.00039653707,"about_ca_system_score_gemma":0.00094864843,"threshold_uncertainty_score":0.9995644},"labels":[],"label_agreement":null},{"id":"W3214199151","doi":"10.1080/14780887.2021.1996663","title":"When do arts-based methodologies work?: a case illustration involving newcomer experiences and knowledge-production in community-based research","year":2021,"lang":"en","type":"article","venue":"Qualitative Research in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ambrose University; Booth University College","funders":"Ambrose University","keywords":"Metaphor; The arts; Focus group; General partnership; Sociology; Social work; Meaning (existential); Psychology; Visual arts; Political science","score_opus":0.974652270341192,"score_gpt":0.8221735566234346,"score_spread":0.15247871371775734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214199151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97548836,0.0028318097,0.0015807819,0.012751429,0.00029247368,0.0008153051,0.000003640935,0.00004475777,0.006191415],"genre_scores_gemma":[0.97088003,0.00024493193,0.02712001,0.00014358682,0.00012350467,0.0011727553,0.000007299879,0.000022711049,0.0002851887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.73521954,0.26039606,0.0006354367,0.00084451685,0.001353008,0.001551475],"domain_scores_gemma":[0.9430812,0.05387696,0.000091817754,0.00074240396,0.0018430876,0.0003645222],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.23564415,0.00019617473,0.0004716092,0.0021074018,0.0017249456,0.0002675918,0.00059691956,0.00037316483,0.00027001585],"category_scores_gemma":[0.08323916,0.0002018637,0.00005722332,0.0061011096,0.008100502,0.00047119605,0.00028776165,0.0034930904,0.000028608109],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005465839,0.00082349457,0.005742852,0.00014141877,0.000016938404,0.00076408504,0.9332138,0.00002829892,0.0031288352,0.0093840035,0.0014681089,0.044741638],"study_design_scores_gemma":[0.00086540676,0.0004623532,0.0021690158,0.00028093462,0.0000017039814,0.000009506026,0.8990577,0.000101881305,0.002174479,0.08978988,0.004864644,0.00022252923],"about_ca_topic_score_codex":0.0076233638,"about_ca_topic_score_gemma":0.029952921,"teacher_disagreement_score":0.20786169,"about_ca_system_score_codex":0.0006718963,"about_ca_system_score_gemma":0.0018808042,"threshold_uncertainty_score":0.99957466},"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":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W3216825509","doi":"10.32920/ryerson.14652729.v1","title":"Children and inquiry: researchers’ reflections on research involving children","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Education and Early Childhood Development","funders":"","keywords":"Thematic analysis; Research design; Qualitative research; Psychology; Reflection (computer programming); Descriptive research; Best practice; Medical education; Computer science; Sociology; Medicine; Political science","score_opus":0.9148747878272018,"score_gpt":0.7459486821961011,"score_spread":0.16892610563110066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216825509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93773234,0.0013565287,0.00015552786,0.0032346807,0.0004506575,0.001576788,0.000021314756,0.00023265842,0.055239476],"genre_scores_gemma":[0.9834156,0.003691232,0.004506619,0.00020362108,0.0022212663,0.00031877885,0.00006446394,0.00007449725,0.005503943],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97572803,0.017162219,0.00041718397,0.0014312938,0.003483538,0.0017777125],"domain_scores_gemma":[0.9940789,0.0027077282,0.00009146181,0.0010850915,0.0009433883,0.0010934493],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.033596464,0.0003002918,0.00048162483,0.0009795239,0.002663909,0.0015704155,0.0011901854,0.0007922884,0.00071437174],"category_scores_gemma":[0.022578789,0.00030267503,0.00015175666,0.0014576674,0.0030784865,0.00028531638,0.0035469946,0.005067154,0.00009618214],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035682306,0.002085771,0.25160977,0.0002305677,0.0016638319,0.00012879379,0.4056159,0.00016553055,0.003121279,0.19739883,0.05770241,0.07992049],"study_design_scores_gemma":[0.0008214357,0.0005848292,0.90351754,0.0009074528,0.000059266556,0.000006361736,0.049664177,0.00011854688,0.0026585015,0.03309283,0.007198409,0.0013706223],"about_ca_topic_score_codex":0.0407421,"about_ca_topic_score_gemma":0.014288603,"teacher_disagreement_score":0.6519078,"about_ca_system_score_codex":0.0009805278,"about_ca_system_score_gemma":0.0035295389,"threshold_uncertainty_score":0.99994254},"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":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W323653482","doi":"10.46743/2160-3715/2014.1004","title":"Reflexivity: Interviewing Women and Men Formerly Addicted to Drugs and/or Alcohol","year":2014,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Reflexivity; Interview; Qualitative research; Addiction; Power (physics); Psychology; Field (mathematics); Semi-structured interview; Sociology; Social psychology; Psychotherapist; Psychiatry; Social science","score_opus":0.740704278235734,"score_gpt":0.7301747915577005,"score_spread":0.01052948667803355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W323653482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94641954,0.000052091757,0.0023887898,0.0039917845,0.000052562533,0.0004744344,0.000004469632,0.00006451786,0.04655184],"genre_scores_gemma":[0.9902877,0.000024350105,0.0015970728,0.00046669066,0.00009457311,0.0002154669,0.0000010116705,0.000014169994,0.007298924],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9917617,0.006384405,0.00036345105,0.0003122393,0.0006331305,0.00054508797],"domain_scores_gemma":[0.99546415,0.0035122982,0.00016197903,0.0002727618,0.00017808533,0.00041072207],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03862452,0.0001195909,0.00028389232,0.000077723475,0.00046326185,0.00010107249,0.00020014886,0.000050978913,0.00010768991],"category_scores_gemma":[0.016040519,0.000076703414,0.00003060076,0.00036701185,0.00063931686,0.00024670656,0.00018007318,0.00016624219,0.000021139249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001324826,0.000020536343,0.00021962087,0.000020547086,0.000051906205,0.000012677987,0.9275077,1.2389079e-7,0.000768945,0.011475504,0.0004887498,0.059301212],"study_design_scores_gemma":[0.0005243778,0.0010126359,0.007966455,0.00011798781,0.000027860124,0.000016283597,0.62923276,0.0001316964,0.00065730256,0.057073355,0.30285612,0.00038317443],"about_ca_topic_score_codex":0.00076249416,"about_ca_topic_score_gemma":0.00016889354,"teacher_disagreement_score":0.30236736,"about_ca_system_score_codex":0.00016204834,"about_ca_system_score_gemma":0.00017380153,"threshold_uncertainty_score":0.99224776},"labels":[],"label_agreement":null},{"id":"W347960140","doi":"","title":"Estratégias fílmicas do documentário antropológico: três estudos de caso","year":2007,"lang":"pt","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.17190134752549746,"score_gpt":0.5290626409075653,"score_spread":0.3571612933820678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W347960140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9155694,0.0009436634,0.0057486133,0.0012163492,0.0006534802,0.0007651578,0.000055483964,0.00020223806,0.07484557],"genre_scores_gemma":[0.983146,0.0006353403,0.0022848027,0.00035381326,0.0007727781,0.000012200719,0.000008964518,0.00008013008,0.012705987],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98820156,0.0053370656,0.0005599651,0.0009824141,0.0017271043,0.0031918837],"domain_scores_gemma":[0.9924009,0.0040281857,0.00037036338,0.000757142,0.00024764222,0.0021957646],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014457615,0.0005745665,0.00073516765,0.000670044,0.0015462781,0.0007610356,0.0014812456,0.00093729934,0.0032619182],"category_scores_gemma":[0.0024746754,0.00068239396,0.00043347705,0.0022106366,0.0023689969,0.00091090717,0.00039567592,0.0013781161,0.0008683341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022172697,0.0027934154,0.2468448,0.00028807425,0.0012495628,0.014596439,0.31482103,0.00021494094,0.03645704,0.244619,0.042515602,0.09338282],"study_design_scores_gemma":[0.006935842,0.0015853584,0.37094632,0.00036627185,0.00085196557,0.00012894493,0.19531943,0.0015399135,0.008762528,0.0099792285,0.4006778,0.0029064023],"about_ca_topic_score_codex":0.009158694,"about_ca_topic_score_gemma":0.0044646664,"teacher_disagreement_score":0.35816222,"about_ca_system_score_codex":0.0026335544,"about_ca_system_score_gemma":0.002793666,"threshold_uncertainty_score":0.9999096},"labels":[],"label_agreement":null},{"id":"W350357414","doi":"10.7202/1044587ar","title":"Swimming Upstream: Navigating ethical practices in the creation of a participatory youth media workshop","year":2018,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Popularity; Empowerment; Citizen journalism; Youth empowerment; Sociology; Upstream (networking); Participatory culture; Ethical issues; Participatory action research; Public relations; Rigour; Participatory design; Engineering ethics; Psychology; Political science; Media studies; Engineering; Social psychology; Epistemology","score_opus":0.6050891906047687,"score_gpt":0.6274485608936898,"score_spread":0.0223593702889211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W350357414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98421204,0.00011362454,0.0010585658,0.0030259483,0.0000912949,0.0002633808,0.000002944888,0.0000386369,0.011193556],"genre_scores_gemma":[0.99555945,0.00007904305,0.0031556075,0.00077323086,0.0003428117,0.000058448648,0.000002172581,0.0000133788,0.000015852644],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9905763,0.0074355393,0.00037192597,0.00024239217,0.0007629133,0.0006108767],"domain_scores_gemma":[0.9928763,0.006091676,0.00037881456,0.00025874874,0.00022645121,0.00016801953],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.021759806,0.000112152215,0.00019380277,0.00006566465,0.00043552634,0.00009157724,0.0004939026,0.000485977,0.00006661784],"category_scores_gemma":[0.04919204,0.00008944044,0.00005999478,0.0006361303,0.001519224,0.00022004226,0.000063115986,0.0014772336,0.000013537707],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001173754,0.00011662592,0.082800746,0.00003062755,0.00002234146,0.00002018181,0.8593604,0.000025271369,0.0015678253,0.033707824,0.000039298317,0.022191513],"study_design_scores_gemma":[0.00073287357,0.00028829643,0.040717103,0.00084313174,0.00011484224,0.0000044662424,0.902023,0.0027937775,0.018623764,0.030066842,0.003280164,0.0005117368],"about_ca_topic_score_codex":0.0050636437,"about_ca_topic_score_gemma":0.008114107,"teacher_disagreement_score":0.042662635,"about_ca_system_score_codex":0.00018546463,"about_ca_system_score_gemma":0.00048097328,"threshold_uncertainty_score":0.958817},"labels":[],"label_agreement":null},{"id":"W351588050","doi":"10.1016/b978-0-08-097086-8.28067-7","title":"Social Enquiry and Action Research for Social Work","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Action (physics); Sociology; Work (physics); Epistemology; Engineering; Philosophy; Physics; Mechanical engineering","score_opus":0.868072944061223,"score_gpt":0.6864409268361884,"score_spread":0.18163201722503464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W351588050","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003128896,0.0005641753,0.00001557119,0.0011909865,0.00039057474,0.0015875894,0.000026841666,0.000080580634,0.9958308],"genre_scores_gemma":[0.003261721,0.000051098144,0.0003585622,0.000059826656,0.005245407,0.00036021415,0.00000879544,0.00008809677,0.99056625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99473345,0.0014473954,0.00035181036,0.00056855066,0.0018928566,0.0010059332],"domain_scores_gemma":[0.99724156,0.0010489334,0.00016864458,0.00018942353,0.0009341893,0.00041726968],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.016291056,0.00026671746,0.0005167416,0.00028656333,0.0030145778,0.00023136385,0.00041577377,0.0008735687,0.00020488059],"category_scores_gemma":[0.0013598526,0.0002842264,0.00019924171,0.00008064389,0.0025556933,0.00011066895,0.00024884878,0.0010861367,0.00011272957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012785007,0.000008686118,0.000004414576,0.000055186963,0.000051952633,0.000004344239,0.013136627,8.066538e-9,0.000019681125,0.11891479,0.011045121,0.85663134],"study_design_scores_gemma":[0.00024508886,0.00007133403,0.000027597054,0.000052674633,0.00003622849,2.1047958e-7,0.0006309919,7.418282e-7,0.000010113166,0.14064755,0.85803664,0.00024082433],"about_ca_topic_score_codex":0.00000769101,"about_ca_topic_score_gemma":0.00025295446,"teacher_disagreement_score":0.85639054,"about_ca_system_score_codex":0.00073949416,"about_ca_system_score_gemma":0.00147538,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W36488666","doi":"","title":"Participation cartography: performance, space, and subjectivity","year":2009,"lang":"en","type":"dissertation","venue":"Hall's journal of health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subjectivity; Praxis; Subject (documents); Relation (database); Representation (politics); Everyday life; Cartography; Argument (complex analysis); Space (punctuation); Geography; Sociology; Humanities; Aesthetics; Art; Visual arts; Epistemology; Linguistics; Computer science; Political science; Library science; Politics; Philosophy","score_opus":0.38981164459470774,"score_gpt":0.6324709863534246,"score_spread":0.24265934175871684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36488666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98055536,0.0045776535,0.00009458842,0.000811561,0.0006052571,0.00029132693,0.0000022907361,0.000016849284,0.013045147],"genre_scores_gemma":[0.99027824,0.007934293,0.00076874695,0.0000906052,0.00035088873,0.000006894571,0.000006451939,0.000016744129,0.00054710417],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99477035,0.002602844,0.0006838333,0.00018321285,0.0011427783,0.0006169987],"domain_scores_gemma":[0.99745864,0.00029865128,0.0010607762,0.00012501274,0.00051370147,0.0005432017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011312388,0.00016753767,0.0005789123,0.00046738237,0.0007025642,0.00009471205,0.00019151454,0.00019884754,0.00003799836],"category_scores_gemma":[0.0010949285,0.00015622264,0.00012699458,0.00044065673,0.00014293467,0.00041186728,0.000008528801,0.0007163291,0.0000042080364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005811128,0.00043440677,0.0678773,0.0006431679,0.00012788615,0.000029202134,0.043075014,0.00002083881,0.00019160143,0.0065983008,0.002676999,0.8777442],"study_design_scores_gemma":[0.00044409194,0.0012529552,0.9638928,0.00051537505,0.000054824293,0.000004103326,0.004273107,0.00004039211,0.00028423237,0.0023483918,0.026659716,0.0002299914],"about_ca_topic_score_codex":0.0015670663,"about_ca_topic_score_gemma":0.0069716927,"teacher_disagreement_score":0.8960155,"about_ca_system_score_codex":0.00026775216,"about_ca_system_score_gemma":0.002734083,"threshold_uncertainty_score":0.6370574},"labels":[],"label_agreement":null},{"id":"W4200067749","doi":"10.1177/08445621211064691","title":"Photovoice Exploration of Frontline Nurses’ Experiences During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Providence Health Care; Douglas College","funders":"","keywords":"Photovoice; Pandemic; Focus group; Narrative; Nursing; Participatory action research; Health care; Coronavirus disease 2019 (COVID-19); Citizen journalism; Psychological resilience; Medicine; Psychology; Sociology; Political science; Economic growth; Disease; Social psychology","score_opus":0.8432693806318206,"score_gpt":0.7031897204585759,"score_spread":0.1400796601732447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200067749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98571956,0.0021647373,0.0005192743,0.007014477,0.00065269234,0.00018103016,0.0000053333893,0.000005926073,0.003736991],"genre_scores_gemma":[0.99786896,0.00016607258,0.00032775092,0.00007063157,0.00041573175,0.000014805485,5.4895753e-7,0.000010726934,0.0011247963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9921903,0.0049537267,0.00040414606,0.00016434163,0.0014996495,0.00078784546],"domain_scores_gemma":[0.99476284,0.0016551861,0.00015865322,0.00023526145,0.001507125,0.0016809514],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01300347,0.00007500254,0.00020414627,0.0004451292,0.0016422791,0.00020238615,0.0006729503,0.000092891765,0.00057397445],"category_scores_gemma":[0.026969973,0.00006147099,0.000087678854,0.0013129895,0.0025138436,0.0005752483,0.000017604141,0.00069157686,0.000006376563],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013736967,0.000103463375,0.028629193,0.00003683298,0.000033548822,0.0004701841,0.9232821,0.00017620965,0.016438164,0.0023485452,0.0071306527,0.021213736],"study_design_scores_gemma":[0.00055619,0.00019114139,0.004599685,0.00041470147,0.00001579071,0.000100364574,0.9164375,0.000072890485,0.008635161,0.009201513,0.0596265,0.00014856568],"about_ca_topic_score_codex":0.012278067,"about_ca_topic_score_gemma":0.056603465,"teacher_disagreement_score":0.05249585,"about_ca_system_score_codex":0.0023023083,"about_ca_system_score_gemma":0.01759482,"threshold_uncertainty_score":0.99965745},"labels":[],"label_agreement":null},{"id":"W4200092519","doi":"10.1093/geroni/igab046.2793","title":"Evaluating a Geriatric Educational Program: Exploring Opportunities for Increasing Impact and Scale","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Geriatrics; Pace; Medical education; Scale (ratio); Curriculum; Stakeholder; Multidisciplinary approach; Health care; Educational program; Psychology; Population; Medicine; Nursing; Gerontology; Pedagogy; Public relations; Political science","score_opus":0.8674617933783118,"score_gpt":0.6973250454702937,"score_spread":0.17013674790801803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200092519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948166,0.00014088525,0.0007677744,0.0020649682,0.00013848701,0.00032405983,0.0000025076806,0.000037289203,0.0017074196],"genre_scores_gemma":[0.95212406,0.000028767035,0.04679614,0.00006696558,0.00027091062,0.0005354656,0.000012849014,0.000009907293,0.00015495048],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981311,0.0007092652,0.00031281903,0.0001822824,0.00034654327,0.00031797777],"domain_scores_gemma":[0.9980372,0.0011326071,0.00009926419,0.0000747125,0.00059361465,0.00006259923],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009002215,0.00006432211,0.00010559555,0.00035766413,0.0003921206,0.00021353531,0.000063894804,0.000031852436,0.00005731958],"category_scores_gemma":[0.009496115,0.00007267222,0.000019575842,0.0015936376,0.000100973986,0.0005681282,0.00004443004,0.00010159624,6.341225e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002939864,0.00011707541,0.19124338,0.0000823782,0.000015852216,0.0000036401032,0.021820512,0.00005642,0.0126250135,0.03230408,0.00006308147,0.7416392],"study_design_scores_gemma":[0.002122881,0.00023947457,0.7629859,0.0007181432,0.00003830182,0.0000150485075,0.12344222,0.017375996,0.007949733,0.06450062,0.019752217,0.0008594583],"about_ca_topic_score_codex":0.0004282697,"about_ca_topic_score_gemma":0.00011572752,"teacher_disagreement_score":0.7407797,"about_ca_system_score_codex":0.0002472462,"about_ca_system_score_gemma":0.0013943004,"threshold_uncertainty_score":0.9988473},"labels":[],"label_agreement":null},{"id":"W4200197258","doi":"10.3390/ijerph182413094","title":"Experience of Vulnerable Women Narrated through the Body-Mapping Technique","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Storytelling; Focus group; Psychosocial; Narrative; Feeling; Psychology; Distress; Psychological resilience; Qualitative research; Stressor; Perception; Interpersonal communication; Photo elicitation; Mental health; Social psychology; Sociology; Clinical psychology; Psychotherapist","score_opus":0.5354231184925433,"score_gpt":0.6281336450222781,"score_spread":0.09271052652973477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200197258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700722,0.0011973234,0.0027806754,0.022058185,0.00017561254,0.0002070955,0.00001607799,0.0000043817417,0.0034884613],"genre_scores_gemma":[0.99418193,0.0035354495,0.0011781605,0.00031841558,0.00016452288,0.000031308122,0.0000014172633,0.0000058645915,0.0005829549],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99303913,0.0036164708,0.0004408419,0.00013881421,0.0021716007,0.00059315644],"domain_scores_gemma":[0.99781215,0.0010589556,0.00020636816,0.00012415776,0.0003542368,0.0004441225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01593886,0.00005992942,0.0001613263,0.0001490705,0.0005806272,0.00014737148,0.00059755845,0.000047682217,0.0009170153],"category_scores_gemma":[0.0046545183,0.00004553929,0.000039464598,0.0003534435,0.001178214,0.0005444219,0.00021622518,0.00063366664,0.0000033607164],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033433802,0.0034370131,0.041257557,0.00007737548,0.0004923189,0.00038115203,0.5536275,0.000013366724,0.17822737,0.049022067,0.0040676645,0.1690623],"study_design_scores_gemma":[0.00058948976,0.000614424,0.015169506,0.0001152122,8.234214e-7,0.00007770227,0.29863814,0.000037309685,0.009232215,0.012666439,0.66274536,0.00011335886],"about_ca_topic_score_codex":0.0005186833,"about_ca_topic_score_gemma":0.00004571415,"teacher_disagreement_score":0.6586777,"about_ca_system_score_codex":0.00084242574,"about_ca_system_score_gemma":0.0019523015,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W4200259102","doi":"10.1386/public_00082_1","title":"Mnemonic Fakery and Other Interpretive Strategies: Reclaiming Shingwauk Hall through Ethical Spectacle","year":2021,"lang":"en","type":"article","venue":"Public","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Exhibition; Redress; Spectacle; Misrepresentation; Foregrounding; Sociology; Mnemonic; Aesthetics; Engineering ethics; Psychology; Law; Visual arts; Engineering; Political science; Art","score_opus":0.6489601474562673,"score_gpt":0.6389518863026759,"score_spread":0.010008261153591436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200259102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51397014,0.0009923333,0.0072943834,0.02888701,0.0003508287,0.00023819465,0.000009458284,0.00019332467,0.44806436],"genre_scores_gemma":[0.9934412,0.000077169105,0.0034754353,0.0018647605,0.00021296536,0.000029457173,8.165689e-7,0.000019386522,0.00087876094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957456,0.0023649042,0.00020381846,0.00039766415,0.0006034418,0.00068456447],"domain_scores_gemma":[0.99769044,0.0015227554,0.000056944435,0.0002326505,0.0002000759,0.00029712755],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037068503,0.000116358235,0.00020019471,0.000054395794,0.0005712923,0.00084287865,0.00027796975,0.00025699293,0.0013183978],"category_scores_gemma":[0.010865383,0.00011511408,0.000062989915,0.0005224228,0.00076406647,0.0007510963,0.00021183469,0.0007864594,0.00006263273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001723133,0.000087455555,0.005534155,0.000025607515,0.000054819884,0.00005110944,0.08781729,0.0000011563332,0.0019014145,0.8979872,0.00085966464,0.0056629195],"study_design_scores_gemma":[0.00042667016,0.00013619305,0.006136211,0.0001795479,0.000026653963,0.000010318118,0.1709261,0.00049740117,0.0029378803,0.1768561,0.64129466,0.000572286],"about_ca_topic_score_codex":0.0013687039,"about_ca_topic_score_gemma":0.004291951,"teacher_disagreement_score":0.7211311,"about_ca_system_score_codex":0.0002125779,"about_ca_system_score_gemma":0.0014423273,"threshold_uncertainty_score":0.9995945},"labels":[],"label_agreement":null},{"id":"W4200338497","doi":"10.1080/17430437.2022.2017619","title":"Critically examining a community-based participatory action research project with forced migrant youth","year":2021,"lang":"en","type":"article","venue":"Sport in Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Participatory action research; Praxis; Sociology; Citizen journalism; Forced migration; Public relations; Action research; Gender studies; Political science; Pedagogy; Refugee","score_opus":0.8997376644985883,"score_gpt":0.6796895254610341,"score_spread":0.22004813903755416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200338497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925893,0.000059182767,0.00062752614,0.00039449986,0.00007203603,0.0004838331,0.0000100517955,0.00009672279,0.005666873],"genre_scores_gemma":[0.9921863,0.0000255658,0.00638538,0.0004997191,0.00010308526,0.00023008868,0.00002427966,0.000028642073,0.0005169296],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99129355,0.0051063807,0.00033573387,0.00036398193,0.0016702844,0.0012300916],"domain_scores_gemma":[0.9967921,0.0014323621,0.0000569005,0.0005033929,0.0009274158,0.00028785446],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02598039,0.00014533124,0.0002990471,0.000095195945,0.0014308316,0.00013881925,0.0003564076,0.00020678253,0.00008329675],"category_scores_gemma":[0.0025854087,0.00013966831,0.00011471701,0.0019044422,0.0015316876,0.00026646568,0.00011780595,0.0016412823,0.000010435645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035146627,0.0014119471,0.38552794,0.00035263307,0.00008842699,0.00021969307,0.59754616,0.00008007925,0.006839185,0.0038532873,0.001233902,0.002495259],"study_design_scores_gemma":[0.0015388385,0.0005007513,0.062316034,0.00038444265,0.000043780103,0.0000014460037,0.89513516,0.0009941539,0.0071656196,0.00057047355,0.030887706,0.00046159813],"about_ca_topic_score_codex":0.009149515,"about_ca_topic_score_gemma":0.011383054,"teacher_disagreement_score":0.3232119,"about_ca_system_score_codex":0.0005947444,"about_ca_system_score_gemma":0.004860649,"threshold_uncertainty_score":0.99986917},"labels":[],"label_agreement":null},{"id":"W4200361596","doi":"10.1386/jaah_00086_1","title":"Picturing the researcher: Using photovoice to document the research assistant experience during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Arts and Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Photovoice; Reflexivity; Thriving; Pandemic; Storytelling; Meaning (existential); Thematic analysis; Qualitative research; Sociology; Participatory action research; Coronavirus disease 2019 (COVID-19); Action research; Psychology; Pedagogy; Medical education; Medicine; Narrative; Visual arts; Social science","score_opus":0.8829975410588852,"score_gpt":0.7241348767146837,"score_spread":0.1588626643442015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200361596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9435288,0.0010020175,0.00039574958,0.052858166,0.0001061199,0.000549922,0.000001442266,0.000007875766,0.0015499091],"genre_scores_gemma":[0.9940374,0.0013931122,0.00060970534,0.0032049732,0.00048298924,0.000036957623,5.6578397e-8,0.00000983985,0.00022494879],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936109,0.0027974409,0.00046362693,0.00021810646,0.0020350167,0.00087486417],"domain_scores_gemma":[0.9959408,0.0023841432,0.00019812211,0.00031154638,0.00031406787,0.0008512996],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.046427444,0.000089195826,0.00020478101,0.000096053445,0.005739997,0.00050006475,0.0006223646,0.000041983032,0.00010532674],"category_scores_gemma":[0.0023429645,0.000042882974,0.00005355163,0.00068215805,0.0008498051,0.00012308007,0.00033939577,0.0010656535,0.0000027912959],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007252059,0.00016418032,0.010578906,0.00021471083,0.00010136728,0.00014604474,0.8748327,0.0009177649,0.0334857,0.05917405,0.0041727885,0.015486567],"study_design_scores_gemma":[0.0005682964,0.00015804851,0.021422168,0.00010818622,0.000009146932,0.000076983146,0.26133704,0.00008793957,0.0020905246,0.008094521,0.7058988,0.00014830346],"about_ca_topic_score_codex":0.0019109099,"about_ca_topic_score_gemma":0.0030473415,"teacher_disagreement_score":0.7017261,"about_ca_system_score_codex":0.0010922127,"about_ca_system_score_gemma":0.003682482,"threshold_uncertainty_score":0.9955544},"labels":[],"label_agreement":null},{"id":"W4200426986","doi":"10.17742/image.mm.12.2.1","title":"Massive/Micro Sensemaking: Towards Post-Pandemic Futures","year":2021,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sensemaking; Futures contract; Pandemic; Coronavirus disease 2019 (COVID-19); Business; Psychology; Political science; Public relations; Medicine; Finance","score_opus":0.4470596119582563,"score_gpt":0.6814314289624571,"score_spread":0.23437181700420084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200426986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9000034,0.015846483,0.0004326776,0.029441992,0.0016061141,0.00020954711,0.000047615995,0.00007974864,0.05233244],"genre_scores_gemma":[0.9724897,0.0020218745,0.019545093,0.00039714001,0.0009316369,0.000010098951,0.0000029492228,0.000018060773,0.004583455],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962921,0.0011027788,0.0006459171,0.00024250607,0.0011132593,0.0006033992],"domain_scores_gemma":[0.9570788,0.0006452527,0.000443729,0.00017224897,0.041412905,0.00024705465],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0028255384,0.00020888717,0.00046927683,0.00018253733,0.0017665875,0.0023160793,0.00041060228,0.00007642418,0.00024186895],"category_scores_gemma":[0.04604747,0.00015927911,0.00030817883,0.000691371,0.006812215,0.0075914063,0.00020700498,0.00054427894,0.000028607961],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017776947,0.0004947522,0.031934038,0.00016809163,0.0016368851,0.002234331,0.13103688,0.000055045602,0.64575344,0.096861884,0.02515102,0.06449588],"study_design_scores_gemma":[0.0030585928,0.00033546603,0.19637263,0.00040127902,0.0004325609,0.0007343124,0.25411338,0.00003283775,0.13085149,0.055771712,0.35675576,0.001139956],"about_ca_topic_score_codex":0.00008202945,"about_ca_topic_score_gemma":0.0002221121,"teacher_disagreement_score":0.51490194,"about_ca_system_score_codex":0.00048655408,"about_ca_system_score_gemma":0.0011753934,"threshold_uncertainty_score":0.999533},"labels":[],"label_agreement":null},{"id":"W4200513496","doi":"10.25071/2563-3694.106","title":"Editor’s Introduction","year":2021,"lang":"en","type":"article","venue":"New Sociology Journal of Critical Praxis","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Racism; Tragedy (event); Sociology; State (computer science); Terrorism; Media studies; Pandemic; Criminology; Political science; Law; Gender studies; History; Coronavirus disease 2019 (COVID-19); Social science; Medicine","score_opus":0.3506559001845863,"score_gpt":0.6390413857023628,"score_spread":0.2883854855177765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200513496","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19404176,0.00704537,0.05500431,0.67531335,0.049634926,0.00017233426,0.0000047350027,0.000077393765,0.018705837],"genre_scores_gemma":[0.89177036,0.00018500518,0.015061411,0.00087882753,0.09041685,0.000001959384,6.3276326e-7,0.000012512212,0.0016724654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949781,0.0034690432,0.0003758854,0.00014917932,0.0005788198,0.00044902443],"domain_scores_gemma":[0.9954712,0.0027148374,0.00008980279,0.00012137609,0.0010672527,0.0005355547],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049760058,0.00007115694,0.00026299135,0.00006451079,0.00031129876,0.000038036414,0.00022163377,0.00023929388,0.0022848912],"category_scores_gemma":[0.073378,0.00006711494,0.00014099642,0.00016216237,0.0020197195,0.00034646987,0.000047110614,0.0007235873,0.00006971505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009514269,0.00030276028,0.0014791916,0.000019698206,0.000075474934,0.00021720109,0.016796418,0.0000045488455,0.010110345,0.38001406,0.57751834,0.0133668315],"study_design_scores_gemma":[0.0002941573,0.00025409702,0.0010739589,0.000009044616,0.000037567468,0.000031021238,0.00484167,0.000003976262,0.0021234606,0.16021468,0.8310283,0.00008807849],"about_ca_topic_score_codex":0.000029480645,"about_ca_topic_score_gemma":0.00002017805,"teacher_disagreement_score":0.6977286,"about_ca_system_score_codex":0.0001810231,"about_ca_system_score_gemma":0.0022276416,"threshold_uncertainty_score":0.9986271},"labels":[],"label_agreement":null},{"id":"W4205300533","doi":"10.46743/2160-3715/2021.4798","title":"“I Am More than My Country of Origin”: An Arts-Based Engagement Ethnography with Racialized Newcomer Women in Canada","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of Calgary; University of British Columbia","funders":"Australian Research Council; Canadian Psychological Association; University of South Australia; University of Calgary","keywords":"Oppression; Sociology; Ethnography; Qualitative research; Identity (music); Gender studies; The arts; Meaning (existential); Negotiation; Meaning-making; Immigration; Psychology; Social science; Anthropology; Political science; Aesthetics","score_opus":0.6864913280944599,"score_gpt":0.7031287737045095,"score_spread":0.01663744561004965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205300533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99239224,0.00007163678,0.0004455686,0.00097317155,0.00009392814,0.00038204947,0.000020892625,0.00001956104,0.0056009344],"genre_scores_gemma":[0.99746,0.000010161285,0.0014564629,0.00028075156,0.000039386483,0.00019909923,0.0000132362575,0.00001584568,0.00052502105],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98643136,0.010194912,0.0005390359,0.00033125447,0.0017397385,0.0007636934],"domain_scores_gemma":[0.99611944,0.002243483,0.00033901547,0.000493845,0.00050023594,0.00030397702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027773438,0.00014720211,0.00040784784,0.00009794746,0.00034559937,0.000035357174,0.0002894496,0.00004502455,0.00023718378],"category_scores_gemma":[0.003753839,0.00010594777,0.000050568156,0.0014285191,0.00091113674,0.00016084903,0.000046220808,0.00031748117,0.0000010792058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047268943,0.00030622803,0.14895596,0.000070219845,0.00021544812,0.0010646632,0.83491284,0.00018985775,0.0011665721,0.011443915,0.00023559433,0.00096604676],"study_design_scores_gemma":[0.00076076307,0.00017820274,0.055573918,0.00007028624,0.000025254141,0.0000025678942,0.9054794,0.00007790111,0.0024412805,0.0022798602,0.03283862,0.0002719827],"about_ca_topic_score_codex":0.8154205,"about_ca_topic_score_gemma":0.88915336,"teacher_disagreement_score":0.09338203,"about_ca_system_score_codex":0.0009756084,"about_ca_system_score_gemma":0.013449233,"threshold_uncertainty_score":0.9921436},"labels":[],"label_agreement":null},{"id":"W4205772921","doi":"10.2196/preprints.25863","title":"Barriers and Facilitators to Accessing Digital Health Tools Faced by South Asian Canadians in Surrey, British Columbia: Community-Based Participatory Action Exploration Using Photovoice (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photovoice; Participatory action research; Focus group; Health literacy; Community-based participatory research; Health equity; Medicine; Health care; Medical education; Nursing; Political science; Sociology; Public health; Economic growth","score_opus":0.672302380697458,"score_gpt":0.5720277330592264,"score_spread":0.10027464763823157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205772921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730594,0.00004235955,0.021185031,0.0015819469,0.00024424016,0.0021337501,0.00089657126,0.0001814476,0.0006752355],"genre_scores_gemma":[0.9969961,0.000013504469,0.0013620225,0.0010068234,0.00004679656,0.00033857924,0.00009742135,0.000043841443,0.00009490641],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98881304,0.0075731114,0.00076540327,0.0008121289,0.00091267214,0.0011236484],"domain_scores_gemma":[0.9959779,0.0006758667,0.0002821044,0.0004647682,0.00019110688,0.0024082486],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0069324095,0.00027438192,0.00066581665,0.00019261746,0.0018250861,0.0047432585,0.0005903346,0.00036062804,0.0001447068],"category_scores_gemma":[0.008532224,0.0004732399,0.0000975807,0.00073315063,0.00053353974,0.0013393773,0.0005425487,0.0016778556,0.000008091703],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001416958,0.00021529564,0.5412087,0.0011996941,0.00012724112,0.00005040804,0.34442034,0.004245774,0.0016221354,0.000024776235,0.0027478377,0.10399611],"study_design_scores_gemma":[0.0020576592,0.00051306497,0.07415491,0.0024018427,0.00006686551,0.0000015770454,0.8819643,0.015871555,0.0007814803,0.0020890338,0.017304564,0.0027931263],"about_ca_topic_score_codex":0.87072015,"about_ca_topic_score_gemma":0.931659,"teacher_disagreement_score":0.537544,"about_ca_system_score_codex":0.0025639255,"about_ca_system_score_gemma":0.006728303,"threshold_uncertainty_score":0.99981934},"labels":[],"label_agreement":null},{"id":"W4205847434","doi":"10.7202/1085311ar","title":"Moving with Whatcom Falls Park: A Score for Unsettling in Place","year":2022,"lang":"en","type":"article","venue":"Performance Matters","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Tribe; Embodied cognition; White (mutation); Metaphor; History; Homeland; Dove; Sociology; Rumor; Mainstream; Studio; Media studies; Geography; Aesthetics; Anthropology; Visual arts; Art; Politics; Law; Political science","score_opus":0.3484234522129954,"score_gpt":0.5285072609533406,"score_spread":0.18008380874034513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205847434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99507445,0.000039237093,0.00073900475,0.0027257286,0.00012987213,0.00051542284,0.0000070384435,0.000047486672,0.0007217783],"genre_scores_gemma":[0.9953817,0.000018105502,0.001980526,0.001385468,0.00005440722,0.000612704,0.0000030101612,0.000019421524,0.0005446691],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979945,0.0003934154,0.00016722776,0.00022959193,0.0005590717,0.00065619574],"domain_scores_gemma":[0.9992374,0.00040697044,0.00006470581,0.00014599436,0.0000320746,0.0001128309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003760731,0.00009290356,0.000148618,0.00014530614,0.0008379205,0.00007903748,0.0003414465,0.000017886056,0.00016631116],"category_scores_gemma":[0.00015018987,0.00009112402,0.00003072357,0.00046515334,0.00016731326,0.00036819497,0.00010286968,0.0002410865,0.000009014125],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090019545,0.00018100694,0.84295505,0.00026674388,0.00003820383,0.000027108656,0.09064992,0.032867104,0.0011164711,0.0011977839,0.0037714862,0.026028905],"study_design_scores_gemma":[0.0057085147,0.0014505212,0.1465698,0.00060759817,0.000054335673,0.000011521631,0.13649853,0.14772919,0.0028921838,0.000516191,0.556077,0.0018846027],"about_ca_topic_score_codex":0.00048820852,"about_ca_topic_score_gemma":0.00067430804,"teacher_disagreement_score":0.69638526,"about_ca_system_score_codex":0.00038065462,"about_ca_system_score_gemma":0.00028461247,"threshold_uncertainty_score":0.6444692},"labels":[],"label_agreement":null},{"id":"W4206324271","doi":"10.2196/25863","title":"Barriers and Facilitators to Accessing Digital Health Tools Faced by South Asian Canadians in Surrey, British Columbia: Community-Based Participatory Action Exploration Using Photovoice","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Fraser Health Authority; Ministry of Health, British Columbia; Vancouver Foundation","keywords":"Photovoice; Participatory action research; Focus group; Health literacy; Community-based participatory research; Health equity; Community health; Population; Medicine; Health care; Medical education; Nursing; Sociology; Public health; Political science; Environmental health; Economic growth","score_opus":0.7078129760080405,"score_gpt":0.6377003000332209,"score_spread":0.07011267597481963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206324271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921752,0.00011025223,0.002071102,0.004818237,0.00020335312,0.00038398866,0.000089617395,0.000010788257,0.00013742033],"genre_scores_gemma":[0.99901855,0.000016780596,0.00010581952,0.0005100564,0.0000713227,0.000050228155,0.000005767618,0.000016128468,0.0002053583],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.97720456,0.016545866,0.00070186536,0.00021679685,0.00437465,0.0009562642],"domain_scores_gemma":[0.9951863,0.0016494528,0.00018939844,0.00014788781,0.00033136166,0.0024955508],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04882362,0.00008648734,0.00033793945,0.00040568868,0.0014632102,0.0015882816,0.0008376295,0.000116407624,0.0008235682],"category_scores_gemma":[0.022998663,0.000120843935,0.000060062946,0.001060334,0.0007551515,0.001002656,0.0003271606,0.0029781633,0.0000020299299],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006091705,0.00070529274,0.39592123,0.00028948675,0.00012916343,0.0007527755,0.29243714,0.0004229769,0.0010452422,0.00004061203,0.041582186,0.2660647],"study_design_scores_gemma":[0.0024751136,0.0024740049,0.014815513,0.0009628872,0.000012033371,0.000038723345,0.8547673,0.0083311815,0.00017471527,0.00040912797,0.11508666,0.00045268663],"about_ca_topic_score_codex":0.50954396,"about_ca_topic_score_gemma":0.55409473,"teacher_disagreement_score":0.5623302,"about_ca_system_score_codex":0.0026475547,"about_ca_system_score_gemma":0.0068956623,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W4206370557","doi":"10.4324/9781003199236-11","title":"Theorizing Non-Participation in a Mail-Based Participatory Visual Research Project with 2SLGBTQ+ Youth in Atlantic Canada","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Participatory action research; Visual research; Sociology; Political science; World Wide Web; Visual arts; Computer science; Art; Anthropology","score_opus":0.6570145372539326,"score_gpt":0.6203214467391854,"score_spread":0.03669309051474712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206370557","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39321434,0.0001348845,0.00014327987,0.0006083798,0.00027914753,0.0042749816,0.000054805998,0.00010938485,0.6011808],"genre_scores_gemma":[0.9643017,0.000031189567,0.00016805362,0.00013209983,0.00014591226,0.0008587304,0.000043953176,0.00010025414,0.034218088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870142,0.00493225,0.00080722896,0.0009658842,0.004206076,0.0020744128],"domain_scores_gemma":[0.99583215,0.002703859,0.0002041801,0.00049886125,0.00031483735,0.00044612132],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02088708,0.0004086438,0.0006994917,0.0012854591,0.00069533056,0.00014496801,0.00069585314,0.00030347912,0.0017899391],"category_scores_gemma":[0.002096574,0.0003818586,0.00008066689,0.0010518659,0.0008982009,0.00026009296,0.00025204397,0.0021077143,0.000027552345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0043362267,0.0015074754,0.22187647,0.0008980017,0.00026646792,0.00400285,0.11269491,0.0014767757,0.00019970145,0.6434386,0.0025825293,0.0067200135],"study_design_scores_gemma":[0.014655508,0.0079572275,0.052952625,0.0060506403,0.0006330446,0.0000036070933,0.18700692,0.023987079,0.0013206557,0.02333944,0.6722794,0.009813823],"about_ca_topic_score_codex":0.91079813,"about_ca_topic_score_gemma":0.9916865,"teacher_disagreement_score":0.6696969,"about_ca_system_score_codex":0.004586875,"about_ca_system_score_gemma":0.0276708,"threshold_uncertainty_score":0.9998633},"labels":[],"label_agreement":null},{"id":"W4206642575","doi":"10.1108/s2398-6018202005","title":"Ethics and Integrity in Visual Research Methods","year":2020,"lang":"en","type":"book","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Research integrity; Visual research; Engineering ethics; Academic integrity; Computer science; Engineering; Visual arts; Art","score_opus":0.9626091338880456,"score_gpt":0.8332258796785105,"score_spread":0.12938325420953511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206642575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015751812,0.0007037021,0.0027242338,0.00710755,0.0001861595,0.0007246618,0.0000054778143,0.00009205966,0.98829865],"genre_scores_gemma":[0.0007893663,0.0018077885,0.06150924,0.0006339278,0.0007535838,0.00009538848,0.0000062126696,0.00005985912,0.93434465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9333505,0.060911022,0.0005340985,0.00091978005,0.0030000196,0.0012845697],"domain_scores_gemma":[0.9674536,0.03086297,0.000069054455,0.00024869267,0.0005739126,0.0007917703],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1387034,0.00021967194,0.0005752714,0.00052345346,0.0007627175,0.00024693416,0.0006882123,0.001597311,0.00089849514],"category_scores_gemma":[0.10556738,0.00020948202,0.00008024397,0.0007695039,0.0030151424,0.00017709655,0.0007611268,0.014778953,0.00016964819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075784366,0.00008240446,0.00038429647,0.0002610366,0.000040849864,0.00009716251,0.066548705,1.2626077e-7,0.00017150333,0.79607147,0.04355244,0.092714235],"study_design_scores_gemma":[0.000121440986,0.00013506236,0.0001739323,0.000121314326,0.000006463675,2.3346931e-7,0.00443378,0.00018072588,0.00010303145,0.13555987,0.8589391,0.00022505272],"about_ca_topic_score_codex":0.0041918205,"about_ca_topic_score_gemma":0.01073059,"teacher_disagreement_score":0.81538665,"about_ca_system_score_codex":0.0009973485,"about_ca_system_score_gemma":0.011026572,"threshold_uncertainty_score":0.9996988},"labels":[],"label_agreement":null},{"id":"W4206694054","doi":"10.18778/1733-8077.10.4.02","title":"Anti-Oppressive Visual Methodologies: Critical Appraisal of Cross-Cultural Research Design","year":2014,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Photovoice; Sociology; Emancipation; Indigenous; Storytelling; Hegemony; Postcolonialism (international relations); Critical consciousness; Critical theory; Racism; Action research; Gender studies; Critical appraisal; Economic Justice; Politics; Law; Political science; Pedagogy; Narrative","score_opus":0.9417424377723581,"score_gpt":0.8432305830623111,"score_spread":0.09851185471004698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206694054","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31296661,0.21660054,0.39296257,0.027787592,0.0025694421,0.0052814647,0.00008788561,0.0005072648,0.04123665],"genre_scores_gemma":[0.8603428,0.022152532,0.11481725,0.0009336387,0.000598106,0.00073733105,0.000012912115,0.000048794653,0.00035665842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7913234,0.20499486,0.0008281209,0.0005843192,0.0010785627,0.0011907022],"domain_scores_gemma":[0.61991084,0.37253505,0.00048806978,0.000611861,0.0058267824,0.0006274002],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.15159227,0.00023421172,0.0012797107,0.00013194061,0.0009718622,0.000058121135,0.00085632317,0.00040305126,0.0005942697],"category_scores_gemma":[0.6197181,0.00018529367,0.00028394492,0.0006796557,0.02889992,0.0005028397,0.00026076243,0.001026123,0.00022007039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008109306,0.00016844919,0.000724364,0.0017097384,0.00013763677,0.000006122429,0.22098234,0.0000030860438,0.0033595022,0.7553097,0.007334411,0.010183522],"study_design_scores_gemma":[0.0013748198,0.00397857,0.006209292,0.004128016,0.000265761,0.0000053047465,0.31846225,0.00018627294,0.0053043957,0.4629158,0.19573282,0.0014367105],"about_ca_topic_score_codex":0.00018939705,"about_ca_topic_score_gemma":0.0000058988453,"teacher_disagreement_score":0.54737616,"about_ca_system_score_codex":0.00014638306,"about_ca_system_score_gemma":0.0006699696,"threshold_uncertainty_score":0.97374284},"labels":[],"label_agreement":null},{"id":"W4206908854","doi":"10.1080/01436597.2021.2020634","title":"‘Bicycles are really important for women!’ Exploring bicycles, gender and development in Nicaragua and Uganda","year":2022,"lang":"en","type":"article","venue":"Third World Quarterly","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Recreation; Participatory action research; Gender studies; Cycling; Citizen journalism; Gender equality; Gender role; Work (physics); Sociology; Gender relations; Focus group; Economic growth; Political science; Geography; Engineering","score_opus":0.4929123563901368,"score_gpt":0.512822689675295,"score_spread":0.019910333285158177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206908854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99719685,0.00056619314,0.000065616616,0.00031750658,0.00013001243,0.0005351261,0.000012448813,0.00006550188,0.0011107227],"genre_scores_gemma":[0.9951764,0.00005063795,0.0024999308,0.00013507271,0.0000765738,0.0014857998,0.0000022537981,0.000022101756,0.00055124884],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9969869,0.0007592867,0.00042860184,0.0004211191,0.0005976631,0.0008064021],"domain_scores_gemma":[0.9987878,0.0005293627,0.00013020204,0.00017415488,0.000045685734,0.00033276418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060403543,0.00015269432,0.0002907842,0.0003145985,0.0008966338,0.00011446594,0.00023297714,0.00003272124,0.00007962104],"category_scores_gemma":[0.00021104973,0.00016151764,0.000027391286,0.00043183446,0.00020665686,0.00027673057,0.000098725315,0.0002654194,0.0000024461],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004492395,0.00031275174,0.28070542,0.00019635913,0.00010035805,0.00011162988,0.55441105,0.000011584645,0.002796161,0.020054655,0.00073608384,0.14011471],"study_design_scores_gemma":[0.0018886155,0.00055718684,0.52888316,0.000064870634,0.000013051739,0.000004025656,0.22701503,0.00016574979,0.0004098033,0.01877602,0.22150184,0.00072062016],"about_ca_topic_score_codex":0.00033534906,"about_ca_topic_score_gemma":0.0059451177,"teacher_disagreement_score":0.327396,"about_ca_system_score_codex":0.00041692244,"about_ca_system_score_gemma":0.0004068831,"threshold_uncertainty_score":0.68962723},"labels":[],"label_agreement":null},{"id":"W4210657321","doi":"10.14324/rfa.06.1.04","title":"Water governance in two urban African contexts: agency and action through participatory video","year":2022,"lang":"en","type":"article","venue":"Research for All","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Corporate governance; Participatory action research; Agency (philosophy); Citizen journalism; Informal settlements; Politics; Political science; Human settlement; Public relations; Sociology; Community engagement; Action research; Environmental planning; Public administration; Business; Economic growth; Geography; Social science; Economics","score_opus":0.7969811112806994,"score_gpt":0.7001183859720784,"score_spread":0.09686272530862094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210657321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778736,0.0007530301,0.00016000496,0.004940186,0.00020520628,0.0015262353,0.000044819015,0.000052490894,0.014444394],"genre_scores_gemma":[0.99457115,0.00018784778,0.00022895534,0.00010639029,0.00015983389,0.0017693248,0.000004173358,0.000022038172,0.0029503165],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99122745,0.0050197355,0.00026026063,0.00043653024,0.0015757389,0.0014803092],"domain_scores_gemma":[0.99779546,0.0014529681,0.000042013737,0.0002519082,0.00016376903,0.00029387072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018919514,0.00010144078,0.00019731245,0.00011847759,0.0012164675,0.00010251531,0.00044153162,0.000040115905,0.0007961373],"category_scores_gemma":[0.003094574,0.00009255651,0.000058106696,0.0004895256,0.00070977805,0.0004514733,0.00038457304,0.00062010175,0.000027857119],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022449964,0.0014215629,0.042056154,0.00025272623,0.00015661774,0.00013905783,0.426131,0.00012797973,0.06588155,0.36233258,0.041368265,0.057887495],"study_design_scores_gemma":[0.0010401095,0.00041356997,0.0067454334,0.000014962921,0.0000061724177,6.629201e-7,0.009677962,0.0005794425,0.0052073635,0.03344564,0.9426697,0.00019898081],"about_ca_topic_score_codex":0.00815275,"about_ca_topic_score_gemma":0.007593194,"teacher_disagreement_score":0.90130144,"about_ca_system_score_codex":0.0009567268,"about_ca_system_score_gemma":0.00040711602,"threshold_uncertainty_score":0.99845207},"labels":[],"label_agreement":null},{"id":"W4210667583","doi":"10.1177/10778004211042354","title":"Marginal Walking","year":2021,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociology; Narrative; Everyday life; Citizen journalism; Aesthetics; Space (punctuation); Public space; Subjectivity; Media studies; Epistemology; Political science; Computer science; Law; Art","score_opus":0.8655719401704867,"score_gpt":0.7542703646790352,"score_spread":0.11130157549145148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210667583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.844982,0.0007333676,0.018856816,0.0036342528,0.00093377853,0.00016841252,0.0000077323575,0.0001352124,0.13054839],"genre_scores_gemma":[0.97589433,0.00005069696,0.014165264,0.0006090584,0.00069836323,0.00004580709,0.0000045550305,0.000016067532,0.008515843],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98776716,0.010558363,0.00019344622,0.0002551146,0.0007206194,0.0005052927],"domain_scores_gemma":[0.9961682,0.0030003022,0.00005439066,0.000172842,0.00036360152,0.00024064339],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0092234155,0.0000808904,0.00015807842,0.00006040215,0.0004562887,0.00008717304,0.00018530023,0.000069248075,0.0017912075],"category_scores_gemma":[0.012697688,0.0000852107,0.000069677015,0.0005494228,0.0009752491,0.00026968317,0.00007928672,0.00019697488,0.00029165254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013644743,0.00005387513,0.0003977753,0.0000112815815,0.000022432709,0.00006448973,0.66846085,6.5226334e-7,0.0019134629,0.31390554,0.0026780816,0.012477937],"study_design_scores_gemma":[0.00022179079,0.00004689479,0.0027425997,0.000038067687,0.000008123484,9.2931884e-7,0.7144176,0.000014010834,0.0046462417,0.058109995,0.21955404,0.00019973045],"about_ca_topic_score_codex":0.00017054116,"about_ca_topic_score_gemma":0.00020666828,"teacher_disagreement_score":0.25579554,"about_ca_system_score_codex":0.00016720656,"about_ca_system_score_gemma":0.0006890303,"threshold_uncertainty_score":0.9991213},"labels":[],"label_agreement":null},{"id":"W4210700164","doi":"10.3917/ehesp.lesch.2015.01.0235","title":"Les recherches-actions collaboratives","year":2015,"lang":"fr","type":"book-chapter","venue":"Politiques et interventions sociales","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geography; Environmental ethics; Philosophy","score_opus":0.991867018849627,"score_gpt":0.7984789483746112,"score_spread":0.19338807047501583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210700164","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003468272,0.008983823,0.0029424215,0.011774057,0.0011147186,0.00089916855,0.0012185494,0.00035038055,0.9692486],"genre_scores_gemma":[0.40871245,0.0038147091,0.009332836,0.0001544113,0.0015057102,0.00032002738,0.00012072322,0.0001663487,0.5758728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98518944,0.010824839,0.0011564741,0.0007001073,0.0010685471,0.0010606037],"domain_scores_gemma":[0.99318284,0.0022342796,0.00073000556,0.00046624753,0.0025619052,0.0008247034],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0106790755,0.000624777,0.0009326496,0.00044299435,0.0014611009,0.000326114,0.00075158133,0.0011999595,0.005950522],"category_scores_gemma":[0.009073744,0.0007276535,0.0013354876,0.00043563463,0.007636866,0.00074320624,0.0003383628,0.0016115698,0.0009072723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018759738,0.0003032561,0.00017402401,0.00026186823,0.0004423059,0.0000111375175,0.011900243,0.0000016777137,0.000053416174,0.97501224,0.0036842558,0.008136813],"study_design_scores_gemma":[0.00017780629,0.00023587255,0.00055962364,0.0016448849,0.00022377139,0.0000023314149,0.009466231,0.00000719587,0.00013175937,0.43602282,0.55098677,0.00054097123],"about_ca_topic_score_codex":0.02773723,"about_ca_topic_score_gemma":0.04118802,"teacher_disagreement_score":0.5473025,"about_ca_system_score_codex":0.0057483064,"about_ca_system_score_gemma":0.004627252,"threshold_uncertainty_score":0.99987066},"labels":[],"label_agreement":null},{"id":"W4211257526","doi":"10.1177/14703572211071117","title":"Tailings and tracings: using art and social science to explore the limits of visual methods at mining and industrial ruins","year":2022,"lang":"en","type":"article","venue":"Visual Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Winnipeg","funders":"","keywords":"Tracing; Sociology; Dialogical self; Visual research; Representation (politics); Visual arts; Discipline; Environmental justice; Resource (disambiguation); Engineering ethics; Computer science; Social science; Psychology; Law; Social psychology; Engineering; Art; Political science; Politics","score_opus":0.7653769342041561,"score_gpt":0.6685896691264871,"score_spread":0.096787265077669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211257526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99728435,0.00024568118,0.00033311412,0.0009848513,0.000052082516,0.00037195755,0.0000025634222,0.000020974996,0.00070445094],"genre_scores_gemma":[0.9908462,0.00004471753,0.0087956935,0.00012712095,0.000049849077,0.00005310535,0.0000016737869,0.000010851429,0.00007076653],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99486715,0.0035745148,0.00027452697,0.00026084264,0.00068105105,0.00034192437],"domain_scores_gemma":[0.99770755,0.0016296655,0.00017410671,0.00019800333,0.00013568136,0.0001549813],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015243653,0.00009730661,0.00019601294,0.0001940063,0.0044632815,0.00014282038,0.00044834032,0.000059975708,0.000020466077],"category_scores_gemma":[0.0027818095,0.000091702765,0.000023089733,0.0009022716,0.001956922,0.00032680485,0.001111376,0.0002836319,3.7892798e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026852512,0.00017796978,0.013716086,0.000022823007,0.000028684006,7.2429145e-7,0.45421267,0.0000145663735,0.3532915,0.007494615,0.00013156615,0.17064027],"study_design_scores_gemma":[0.0025396268,0.002212004,0.036370847,0.00016567117,0.00021816825,0.00001844548,0.76466393,0.0342686,0.073859565,0.0017434516,0.082813844,0.001125843],"about_ca_topic_score_codex":0.00028589644,"about_ca_topic_score_gemma":0.000092924565,"teacher_disagreement_score":0.31045127,"about_ca_system_score_codex":0.00022384668,"about_ca_system_score_gemma":0.00029819694,"threshold_uncertainty_score":0.9968328},"labels":[],"label_agreement":null},{"id":"W4212897590","doi":"10.4324/9781315171456","title":"","year":2017,"lang":"en","type":"book","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Princeton University","keywords":"Framing (construction); Political science; Sociology; History; Archaeology","score_opus":0.7371270622679958,"score_gpt":0.6389370464534997,"score_spread":0.09819001581449616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212897590","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081434904,0.0072687813,0.000019450283,0.04683336,0.0013790368,0.014551555,0.0024981322,0.0021337878,0.92450154],"genre_scores_gemma":[0.00076377054,0.030375345,0.0066286344,0.002367101,0.0076405625,0.00391471,0.00532347,0.0016391036,0.9413473],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.91938,0.040930513,0.0034011577,0.0068746936,0.017067812,0.01234584],"domain_scores_gemma":[0.95454866,0.018391501,0.0022080876,0.01234492,0.0011415588,0.01136527],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.045358088,0.0027090458,0.004720222,0.033065062,0.021709187,0.07820656,0.07390936,0.0049606822,0.016295224],"category_scores_gemma":[0.019958265,0.0027780447,0.0015995131,0.018502358,0.026510132,0.12797914,0.06039307,0.014604188,0.004172651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013785515,0.00050943176,0.0037329223,0.00043605242,0.00042667464,0.0028612262,0.002690878,9.332578e-7,0.00003440605,0.29027227,0.68663335,0.011023282],"study_design_scores_gemma":[0.0018823794,0.0010146353,0.0024826843,0.0016707563,0.00007182011,0.000008219564,0.00075602566,0.000009645245,0.00095278205,0.20152873,0.78721464,0.0024076637],"about_ca_topic_score_codex":0.007166388,"about_ca_topic_score_gemma":0.0015410797,"teacher_disagreement_score":0.11189152,"about_ca_system_score_codex":0.0011435428,"about_ca_system_score_gemma":0.11303507,"threshold_uncertainty_score":0.99944496},"labels":[],"label_agreement":null},{"id":"W4212928096","doi":"10.1080/21604851.2022.2037309","title":"Feeling ‘Pretty Porky &amp; Pissed Off’: a photo essay on fatness, affect, art, and archives","year":2022,"lang":"en","type":"article","venue":"Fat Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's and Gender Studies et Recherches Féministes; York University","funders":"","keywords":"Feeling; Scholarship; Visual arts; Queer; Sociology; Archivist; Narrative; Aesthetics; Art; Media studies; Psychology; History; Literature; Gender studies; Social psychology","score_opus":0.5165975336167526,"score_gpt":0.5995386896300077,"score_spread":0.08294115601325502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212928096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596336,0.004236209,0.00022036074,0.001960846,0.00042915312,0.0005855512,0.000024427793,0.00014838361,0.03276147],"genre_scores_gemma":[0.9860633,0.00075503,0.000923764,0.0003600927,0.00019189685,0.00041575782,0.000003052745,0.000020254209,0.011266856],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574655,0.0023437617,0.00019079683,0.00039067992,0.000728068,0.0006001191],"domain_scores_gemma":[0.99688697,0.0026091316,0.000079914396,0.00021566963,0.000034394605,0.00017393951],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022892936,0.00016195267,0.0003297245,0.0001318847,0.0028030903,0.00006375904,0.00025987736,0.000028379307,0.00021729693],"category_scores_gemma":[0.0029575964,0.00014816909,0.00007227578,0.0003536569,0.0008098201,0.000096717646,0.0004877931,0.00033367102,0.00002749475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012334364,0.0010333848,0.09625138,0.0003461792,0.0011042529,0.00017670097,0.700407,0.00054663606,0.028690713,0.043241065,0.049625922,0.07734333],"study_design_scores_gemma":[0.0011913509,0.0006317665,0.022169005,0.0001586654,0.00007937054,0.0000026096154,0.103954494,0.00030989456,0.0031573356,0.016890356,0.85065603,0.00079913734],"about_ca_topic_score_codex":0.00007928316,"about_ca_topic_score_gemma":0.0003462083,"teacher_disagreement_score":0.8010301,"about_ca_system_score_codex":0.00011676024,"about_ca_system_score_gemma":0.00012507342,"threshold_uncertainty_score":0.9984951},"labels":[],"label_agreement":null},{"id":"W4213112274","doi":"10.3389/fpsyg.2022.751270","title":"Studying Entrepreneurship-as-Practice Visually: Data Strategies and Analytical Considerations","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Lakehead University","keywords":"Entrepreneurship; Visual methods; Intersection (aeronautics); Psychology; Data collection; Empirical research; Engineering ethics; Epistemology; Data science; Sociology; Cognitive science; Social science; Computer science; Political science","score_opus":0.62039487604065,"score_gpt":0.6620546510668069,"score_spread":0.04165977502615692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213112274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53316873,0.010217852,0.04264958,0.08863864,0.008765757,0.0023270033,0.00010333836,0.0003499495,0.31377915],"genre_scores_gemma":[0.97931373,0.0004445443,0.017514912,0.0023611295,0.00010145843,0.000081996644,0.000010323617,0.000013420985,0.00015847727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99214935,0.006015577,0.0002630262,0.000576793,0.0004993619,0.00049587036],"domain_scores_gemma":[0.99769574,0.0014610274,0.00007416285,0.000537011,0.00005470072,0.00017737977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070101703,0.00009214183,0.00021149099,0.00024114999,0.0007582329,0.00017268691,0.0005111612,0.000068781665,0.0005873003],"category_scores_gemma":[0.008088889,0.000108822016,0.000018072249,0.00047888458,0.00075897627,0.0007503714,0.00046418555,0.00053673924,0.0000091526035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061236287,0.0015268921,0.27690667,0.0000150340575,0.00028074117,0.00098755,0.058751646,0.000074108895,0.00020320209,0.4452916,0.12738712,0.08796304],"study_design_scores_gemma":[0.0011749755,0.000374475,0.016322259,0.000005518339,0.00006444825,0.000040090472,0.31700072,0.0015684539,0.000003339065,0.17800982,0.48512417,0.00031173154],"about_ca_topic_score_codex":0.0004417567,"about_ca_topic_score_gemma":0.00034772197,"teacher_disagreement_score":0.446145,"about_ca_system_score_codex":0.00010069289,"about_ca_system_score_gemma":0.0005994872,"threshold_uncertainty_score":0.96837395},"labels":[],"label_agreement":null},{"id":"W4213415541","doi":"10.1093/heapro/daac017","title":"Eliciting critical hope in community-based HIV research with transgender women in Toronto, Canada: methodological insights","year":2022,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regent Park Community Health Centre; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Region Hovedstaden; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canada Research Chairs; Novo Nordisk Fonden; Canada Foundation for Innovation; National Institute of Mental Health; Steno Diabetes Center Copenhagen","keywords":"Sociology; Participatory action research; Transgender; Public relations; Citizen journalism; Agency (philosophy); Solidarity; Gender studies; Social science; Political science; Politics","score_opus":0.8694788422002189,"score_gpt":0.7151085497043542,"score_spread":0.15437029249586465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213415541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9467531,0.00007166762,0.0037430485,0.03518232,0.0002769583,0.0007149084,0.000035446694,0.000036367663,0.013186225],"genre_scores_gemma":[0.99503016,0.000011638514,0.002783285,0.0010134304,0.000079780475,0.0009126422,0.000023156284,0.000011170296,0.0001347207],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95275486,0.043342616,0.00043655574,0.00026708542,0.0022114315,0.000987437],"domain_scores_gemma":[0.9949311,0.00419878,0.00006257654,0.00014623863,0.00028878212,0.00037251355],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.045131106,0.00008866241,0.00022133216,0.00026088543,0.0013733465,0.000045445235,0.00053573865,0.000052679457,0.0026078452],"category_scores_gemma":[0.0051615783,0.00008797174,0.000019219337,0.0006326285,0.00032977125,0.00021557201,0.000120332035,0.0015366592,0.0000022642105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0021668593,0.009617399,0.13016975,0.0005627659,0.00007104147,0.00044653311,0.4305354,0.0046721655,0.0006212804,0.38044214,0.003559099,0.037135538],"study_design_scores_gemma":[0.006753192,0.0049765436,0.2512009,0.00046710373,0.0000038471744,0.000013068368,0.46035677,0.021462655,0.0002760268,0.044084605,0.2094472,0.00095804606],"about_ca_topic_score_codex":0.75535375,"about_ca_topic_score_gemma":0.93917155,"teacher_disagreement_score":0.33635753,"about_ca_system_score_codex":0.016900588,"about_ca_system_score_gemma":0.0070837815,"threshold_uncertainty_score":0.99992675},"labels":[],"label_agreement":null},{"id":"W4214591793","doi":"10.21083/nrsc.v2022i15.6538","title":"Quand la « voix » des nouveaux·elles arrivant·e·s est exprimée et entendue grâce à la photographie : réflexions sur la méthode de recherche « photovoice »","year":2022,"lang":"fr","type":"article","venue":"Nouvelle Revue Synergies Canada","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Photovoice; Sociology; Art","score_opus":0.5713279320640053,"score_gpt":0.5166437678487652,"score_spread":0.05468416421524014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214591793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81852555,0.014101318,0.0030197639,0.015387878,0.0030777229,0.0014305471,0.0016780577,0.00031626818,0.1424629],"genre_scores_gemma":[0.84925824,0.016864114,0.030797841,0.0015591019,0.00045147777,0.0012091913,0.000053335625,0.0002942734,0.09951241],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9500835,0.04391308,0.00090610445,0.0011114436,0.001714028,0.0022718443],"domain_scores_gemma":[0.9703015,0.026724335,0.0004244854,0.0009196965,0.00031764264,0.0013123251],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.022477424,0.00069736404,0.0009249259,0.00035403203,0.0025149034,0.000316572,0.001794516,0.0006448992,0.0018485107],"category_scores_gemma":[0.011964491,0.0008333869,0.000414481,0.0030585758,0.002812619,0.0005208305,0.0009584906,0.003260235,0.000018202654],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010436305,0.0035651994,0.00963521,0.0027751455,0.0017494244,0.0073956116,0.19759229,0.016821016,0.04410731,0.4663492,0.16732994,0.081636004],"study_design_scores_gemma":[0.0006824909,0.00018730677,0.0005965449,0.00033170744,0.00014730901,0.00015473923,0.06434843,0.0016791669,0.0030745706,0.007100454,0.92076683,0.0009304665],"about_ca_topic_score_codex":0.9126388,"about_ca_topic_score_gemma":0.93511194,"teacher_disagreement_score":0.75343686,"about_ca_system_score_codex":0.003711184,"about_ca_system_score_gemma":0.023950698,"threshold_uncertainty_score":0.9999012},"labels":[],"label_agreement":null},{"id":"W4220807084","doi":"10.1177/15248399211055432","title":"The Gendered Dimensions of Photovoice in Men’s Health Promotion Research","year":2022,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Movember Foundation","keywords":"Photovoice; Health promotion; Promotion (chess); Psychology; Community-based participatory research; Sociology; Gerontology; Medicine; Environmental health; Gender studies; Public health; Participatory action research; Political science; Nursing; Economic growth; Politics","score_opus":0.8356267604161488,"score_gpt":0.7326216792742165,"score_spread":0.1030050811419323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220807084","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19823144,0.0034463692,0.0013749703,0.748677,0.0014459984,0.013328702,0.00006047681,0.000249704,0.03318531],"genre_scores_gemma":[0.99163216,0.002443572,0.0020149723,0.0005338325,0.00010274039,0.0014183675,0.000009022178,0.000027517754,0.0018178305],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.90585136,0.08713426,0.00104075,0.00054760114,0.0037514146,0.0016745834],"domain_scores_gemma":[0.991722,0.0059965337,0.00067652663,0.00047403845,0.0006571284,0.00047380629],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.135675,0.000105827574,0.0002631892,0.00033209205,0.006430498,0.000072467585,0.00049588125,0.000060885955,0.00026218788],"category_scores_gemma":[0.02447536,0.00008773749,0.000047243535,0.0024185886,0.0004676807,0.00061519357,0.0003309779,0.0015406667,0.0000327459],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015193706,0.023424437,0.004544713,0.00093550555,0.00012556036,0.00007065169,0.44690883,0.00034131517,0.0030821885,0.2878861,0.0613542,0.16980712],"study_design_scores_gemma":[0.0009514518,0.004937195,0.0033590244,0.00009086747,0.00000605421,0.0000137187835,0.15285282,0.0013497868,0.00023666323,0.0081402585,0.8278751,0.00018706356],"about_ca_topic_score_codex":0.021161227,"about_ca_topic_score_gemma":0.004937271,"teacher_disagreement_score":0.7934007,"about_ca_system_score_codex":0.0028399117,"about_ca_system_score_gemma":0.0075228973,"threshold_uncertainty_score":0.9981035},"labels":[],"label_agreement":null},{"id":"W4220905134","doi":"10.33137/utjph.v3i1.37612","title":"Turning intimate spaces into digital classrooms: Public health students’ experiences of learning and doing critical qualitative research in pandemic times","year":2022,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Qualitative research; Reflexivity; Construct (python library); Sociology; Narrative; Visual arts; Pedagogy; Psychology; Computer science; Art; Social science","score_opus":0.5552539270764232,"score_gpt":0.6566825210164121,"score_spread":0.10142859393998893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220905134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840014,0.0033087502,0.0024119779,0.00835974,0.000108980974,0.00020032734,0.0000049515506,0.00001303794,0.0015908142],"genre_scores_gemma":[0.9957486,0.0010531074,0.0029738746,0.000026385282,0.00003487429,0.000001040673,9.684281e-7,0.0000071283566,0.00015405541],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9731246,0.022005975,0.00072284247,0.0002730835,0.002811938,0.0010615239],"domain_scores_gemma":[0.993789,0.0038164489,0.00068195694,0.00009742092,0.0007001535,0.0009149874],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.069121726,0.00009886212,0.00053793256,0.00050640805,0.0014961576,0.00017335282,0.00076525623,0.00005396318,0.00060910085],"category_scores_gemma":[0.0075038215,0.00010882469,0.0000774263,0.0005466619,0.0016128672,0.0021252558,0.000619731,0.0008950033,4.9935045e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054549426,0.00025796384,0.060755946,0.0000944973,0.00003270822,0.000011905354,0.90637964,0.000011418398,0.000018779176,0.0047652023,0.00012553934,0.02749185],"study_design_scores_gemma":[0.00044404386,0.00130333,0.0030376692,0.00009298561,0.0000015550218,0.0000033100732,0.9639425,0.000116748386,9.249799e-7,0.0003219673,0.030659756,0.00007516449],"about_ca_topic_score_codex":0.02130373,"about_ca_topic_score_gemma":0.0064892992,"teacher_disagreement_score":0.061617903,"about_ca_system_score_codex":0.0029734264,"about_ca_system_score_gemma":0.005374796,"threshold_uncertainty_score":0.9998038},"labels":[],"label_agreement":null},{"id":"W4220920649","doi":"10.1080/1472586x.2021.1962735","title":"Embracing new paths in visual research facilitation: opportunities, tensions &amp; ethical considerations","year":2022,"lang":"en","type":"article","venue":"Visual Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Facilitation; Reflexivity; Visual research; Sociology; Action (physics); Power (physics); Research ethics; Economic Justice; Action research; Engineering ethics; Environmental ethics; Social science; Political science; Law; Visual arts; Pedagogy","score_opus":0.9300747328218275,"score_gpt":0.7291832268111007,"score_spread":0.2008915060107268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220920649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9257143,0.0035840636,0.0002295778,0.047417857,0.0009128096,0.0013560426,0.000048365,0.00025387955,0.020483095],"genre_scores_gemma":[0.9894881,0.00036327925,0.0008957001,0.0010346022,0.00035867808,0.00048517765,0.000010801979,0.00002178361,0.0073418617],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9835658,0.011735738,0.0005571671,0.00051298697,0.0025454462,0.0010828543],"domain_scores_gemma":[0.9873902,0.0111697065,0.00007964495,0.00021732305,0.00066286966,0.0004802468],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019846778,0.00016917594,0.00039186294,0.0005594501,0.0059320168,0.00014712808,0.00024055623,0.000143208,0.0012003478],"category_scores_gemma":[0.039504293,0.00017799511,0.00008418996,0.0014677179,0.001499836,0.00023991804,0.0008387529,0.0019395772,0.00009164884],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022918583,0.00090646144,0.0039820927,0.00006825308,0.00021762651,0.00036796177,0.41895562,0.00055557385,0.003023794,0.40098235,0.15591018,0.014800907],"study_design_scores_gemma":[0.00066594104,0.0005649114,0.0036737942,0.000057337857,0.000017896993,0.0000047359586,0.48992363,0.00027828815,0.00008652447,0.087266214,0.41704533,0.0004154067],"about_ca_topic_score_codex":0.004487634,"about_ca_topic_score_gemma":0.012070395,"teacher_disagreement_score":0.31371614,"about_ca_system_score_codex":0.0009278556,"about_ca_system_score_gemma":0.0029815705,"threshold_uncertainty_score":0.9997127},"labels":[],"label_agreement":null},{"id":"W4220923539","doi":"10.32920/ryerson.14660481.v2","title":"Constructing the alcohol blackout; an (auto)ethnographic narrative collage.","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Centre for Addiction and Mental Health","keywords":"Narrative; Aesthetics; Ethnography; Reflexivity; Experiential learning; Feeling; Sociology; Interview; Blackout; Autoethnography; Phenomenology (philosophy); Psychology; Epistemology; Social psychology; Literature; Art; Gender studies; Pedagogy; Social science; Philosophy; Power (physics)","score_opus":0.6845927710354351,"score_gpt":0.6640669573813709,"score_spread":0.02052581365406425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220923539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.722615,0.00020092176,0.00085857423,0.0035022688,0.0017215732,0.0020516047,0.00006124447,0.00044356016,0.2685452],"genre_scores_gemma":[0.9880233,0.00008026828,0.0043120836,0.00037110632,0.0005032545,0.000744701,0.000020741334,0.00004330012,0.005901246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9817588,0.014050876,0.00047890504,0.0008034055,0.0019366515,0.0009713928],"domain_scores_gemma":[0.9958599,0.0020752246,0.0003317626,0.0009247015,0.0003458595,0.00046250172],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.017934188,0.00030690143,0.00047854247,0.00024580176,0.0035897472,0.0005802302,0.0019900065,0.00032869956,0.009743015],"category_scores_gemma":[0.0048481254,0.00023992368,0.00025883716,0.0011187156,0.0032988053,0.00023300844,0.0018685334,0.0021108605,0.00002646586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008480465,0.00025334427,0.027167927,0.00007514697,0.00046492496,0.00006732338,0.6717719,0.00023928184,0.0005391527,0.2709861,0.004050363,0.024299702],"study_design_scores_gemma":[0.00025648862,0.00012045591,0.0015470502,0.000036262707,0.000054891534,0.0000013110459,0.920457,0.0020070649,0.0002958682,0.025671251,0.048983626,0.0005687113],"about_ca_topic_score_codex":0.0074385977,"about_ca_topic_score_gemma":0.010361434,"teacher_disagreement_score":0.26540828,"about_ca_system_score_codex":0.00054201233,"about_ca_system_score_gemma":0.0026099219,"threshold_uncertainty_score":0.99941367},"labels":[],"label_agreement":null},{"id":"W4220953768","doi":"10.1177/15248399211057152","title":"Photovoice as a Method to Reduce the Stigma of Mental Illness Among Health Care Students","year":2022,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Lakehead University","keywords":"Photovoice; Stigma (botany); Psychological intervention; Mental health; Digital storytelling; Photo elicitation; Mental illness; Psychology; Exhibition; Storytelling; Social psychology; Sociology; Psychotherapist; Pedagogy; Psychiatry","score_opus":0.5426546804498888,"score_gpt":0.7224440193384977,"score_spread":0.17978933888860882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220953768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7828979,0.0012492579,0.0062770005,0.18792571,0.0017658538,0.010737971,0.00012462688,0.00019666251,0.008825025],"genre_scores_gemma":[0.9762976,0.00015714177,0.013781052,0.007102079,0.00015180295,0.0013559735,0.000011894709,0.00003360095,0.0011088483],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9535575,0.04136618,0.0006374159,0.00047571084,0.0031008103,0.0008624139],"domain_scores_gemma":[0.99576914,0.0019826544,0.0007769389,0.00040414202,0.00038724596,0.000679885],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.045264866,0.00013505334,0.00030921813,0.00014728756,0.004637464,0.000087629276,0.0008078319,0.00004351569,0.0005035196],"category_scores_gemma":[0.008088275,0.0001243219,0.00006367464,0.0013726036,0.00019665806,0.00055312976,0.00049205706,0.00069311325,0.000036195448],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050025893,0.0017258966,0.0018704847,0.0002452744,0.00007487227,0.0000124115595,0.8292037,0.00008834321,0.00037120978,0.0059980964,0.0075334692,0.15237595],"study_design_scores_gemma":[0.0005462136,0.002163362,0.0068224557,0.000059402933,0.000018028817,0.0000112533435,0.43433836,0.00003883614,0.00072225113,0.00016596257,0.5549369,0.00017701446],"about_ca_topic_score_codex":0.038216237,"about_ca_topic_score_gemma":0.0015098187,"teacher_disagreement_score":0.5474034,"about_ca_system_score_codex":0.0020121576,"about_ca_system_score_gemma":0.0039775437,"threshold_uncertainty_score":0.9966584},"labels":[],"label_agreement":null},{"id":"W4221079531","doi":"10.4324/9780429434570-4","title":"Engaging Youth Creativity through PhotoVoice in the Multicultural City","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Creativity; Multiculturalism; Psychology; Sociology; Visual arts; Pedagogy; Social psychology; Art","score_opus":0.7840669743457044,"score_gpt":0.6217550939337114,"score_spread":0.16231188041199296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221079531","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008757591,0.00011725654,0.000050167324,0.00058621657,0.000171462,0.0007672471,0.000044719094,0.00007700327,0.98942834],"genre_scores_gemma":[0.49685907,0.00027282798,0.0010727717,0.000928818,0.0003894106,0.00013409766,0.000022834533,0.00003586203,0.5002843],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941614,0.0030044762,0.00027941487,0.00042644123,0.0015443222,0.0005839145],"domain_scores_gemma":[0.99672264,0.0026041989,0.00012504864,0.00035328013,0.00008464866,0.000110183995],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009027775,0.00023323197,0.0003310496,0.00006652591,0.0011669641,0.00013850287,0.0008250743,0.00018066003,0.008667111],"category_scores_gemma":[0.0025019739,0.00015887289,0.00016593223,0.0001476179,0.000673578,0.0003358466,0.00026205098,0.0015434499,0.000056206565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033149878,0.00008891128,0.00060967513,0.000017437636,0.00004656911,0.0000610362,0.51833135,0.0000052006544,0.00003998248,0.47780928,0.0009090727,0.0020483297],"study_design_scores_gemma":[0.00024843725,0.000050428815,0.00054257334,0.00004103086,0.000043770677,6.4230585e-7,0.0824405,0.00003454717,0.00006318437,0.010806992,0.90532404,0.0004038484],"about_ca_topic_score_codex":0.02496869,"about_ca_topic_score_gemma":0.012606854,"teacher_disagreement_score":0.90441495,"about_ca_system_score_codex":0.0005070006,"about_ca_system_score_gemma":0.00033569703,"threshold_uncertainty_score":0.9922391},"labels":[],"label_agreement":null},{"id":"W4221123476","doi":"10.1136/injuryprev-2022-044528","title":"Development of a child-centred community-based participatory research approach to injury prevention","year":2022,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Community-based participatory research; Participatory action research; Citizen journalism; Poison control; Suicide prevention; Human factors and ergonomics; Injury prevention; Occupational safety and health; Psychology; Sociology; Public relations; Medical education; Nursing; Medicine; Political science; Environmental health","score_opus":0.760975185430538,"score_gpt":0.639283983120038,"score_spread":0.12169120231050001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221123476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778779,0.00006377149,0.0064367717,0.00037178947,0.00023651426,0.0020388784,0.000031246993,0.000116409065,0.012826715],"genre_scores_gemma":[0.9804144,0.0000032613525,0.01620066,0.0001156893,0.000072305535,0.0018209209,0.000058263824,0.00003055334,0.0012839772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9684331,0.026751403,0.00076494,0.00041016805,0.002674742,0.00096564105],"domain_scores_gemma":[0.99801075,0.00039539824,0.00022075366,0.00061359466,0.00035624503,0.00040328363],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.033987034,0.00016305714,0.00030160308,0.00066895684,0.0039303047,0.00006822158,0.000944351,0.00010323511,0.00046445383],"category_scores_gemma":[0.0015286764,0.00019458332,0.00015362867,0.001969919,0.0003866222,0.00024982865,0.0006921852,0.0011236198,0.000051651485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004843732,0.030734774,0.007409424,0.0009490222,0.00047979894,0.0000066292496,0.3475477,0.0011541133,0.07212201,0.050233323,0.01820193,0.46631753],"study_design_scores_gemma":[0.0019044048,0.003070037,0.014584195,0.0004054645,0.00009158733,8.8484313e-7,0.079827,0.00091980427,0.07147271,0.012157254,0.8145489,0.0010177282],"about_ca_topic_score_codex":0.0003463398,"about_ca_topic_score_gemma":0.00024228443,"teacher_disagreement_score":0.796347,"about_ca_system_score_codex":0.0010195472,"about_ca_system_score_gemma":0.0020001875,"threshold_uncertainty_score":0.9973664},"labels":[],"label_agreement":null},{"id":"W4223453288","doi":"10.1177/10497323221084924","title":"Dialoguing With Images: An Expressive Arts Method for Health Research","year":2022,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada; Brandon University; University of Manitoba","funders":"","keywords":"The arts; Grounded theory; Embodied cognition; Hermeneutics; Qualitative research; Citizen journalism; Process (computing); Psychology; Interpretation (philosophy); Generative grammar; Sociology; Epistemology; Visual arts; Aesthetics; Computer science; Art; Social science; Artificial intelligence; Philosophy","score_opus":0.9757309067383618,"score_gpt":0.8625532897333088,"score_spread":0.11317761700505302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223453288","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08460705,0.0074889665,0.41670612,0.41787818,0.0010337061,0.03872963,0.00252184,0.0008681057,0.030166399],"genre_scores_gemma":[0.38934729,0.0007106238,0.55298877,0.006071951,0.0018804959,0.03433353,0.00025317236,0.00039465807,0.014019485],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.6654818,0.3145852,0.0011202047,0.0017177776,0.010721211,0.00637379],"domain_scores_gemma":[0.9328923,0.05858672,0.00037939558,0.000990841,0.0040892106,0.0030615255],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.44493228,0.00026137423,0.00079339574,0.0015281532,0.018443663,0.0003728735,0.0015616715,0.00010565065,0.00051644066],"category_scores_gemma":[0.037342712,0.0002491844,0.00011341225,0.0045166486,0.0028858406,0.00069244235,0.00070323347,0.003470046,0.000045860666],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012616799,0.0006513703,0.000080017766,0.00035821582,0.000044316654,0.000020175194,0.7560404,0.00005950887,0.00035838186,0.13924368,0.05312184,0.04876042],"study_design_scores_gemma":[0.0009221516,0.008251158,0.00021528084,0.000094308394,0.0000017306878,0.0000016006157,0.65105766,0.00044793752,0.00024325104,0.03628983,0.30222657,0.00024853004],"about_ca_topic_score_codex":0.030826028,"about_ca_topic_score_gemma":0.0058144173,"teacher_disagreement_score":0.41180623,"about_ca_system_score_codex":0.0047615115,"about_ca_system_score_gemma":0.019251063,"threshold_uncertainty_score":0.99999607},"labels":[],"label_agreement":null},{"id":"W4224439073","doi":"10.1007/s12124-022-09692-6","title":"Commentary on “The Making of an Ethnoburb” (Liu et al., 2022) and “Boundless China, Backward Asians” (Liu, 2022)","year":2022,"lang":"en","type":"letter","venue":"Integrative Psychological and Behavioral Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociology; Reflexivity; Agency (philosophy); Theme (computing); Action (physics); Narrative; Epistemology; Space (punctuation); Essentialism; Social science; Gender studies; Philosophy","score_opus":0.5483625910825567,"score_gpt":0.6475645614576064,"score_spread":0.09920197037504974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224439073","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4399087,0.00014896652,0.000061654726,0.55535823,0.0004844896,0.0006098837,0.00015030781,0.000036287365,0.0032414754],"genre_scores_gemma":[0.29202184,0.00020085591,0.00092115364,0.7055535,0.0002772672,0.00028278743,0.000028796601,0.000024989195,0.0006888164],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899592,0.005139486,0.0004330586,0.0012500191,0.0022628517,0.0009554242],"domain_scores_gemma":[0.9980798,0.0007102311,0.00029353713,0.0005092643,0.00017888997,0.00022829622],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009515461,0.00040767633,0.00054731325,0.00024949727,0.0019004283,0.00040077767,0.0017415669,0.0003238324,0.0019883437],"category_scores_gemma":[0.00069790246,0.00024405251,0.00012675993,0.001271309,0.010890371,0.00048719064,0.000565796,0.0038987035,0.0000067206593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021638365,0.0010858616,0.0028305769,0.0000139892045,0.00002099618,0.00035018017,0.020534,6.298439e-7,0.0043388186,0.0048417835,0.89587903,0.06988772],"study_design_scores_gemma":[0.00034437358,0.004619109,0.016190289,0.00018094067,0.000049303144,0.000013769778,0.014195852,0.000047232807,0.00032663174,0.0052723875,0.9580441,0.00071599754],"about_ca_topic_score_codex":0.0016957469,"about_ca_topic_score_gemma":0.00059250544,"teacher_disagreement_score":0.15019527,"about_ca_system_score_codex":0.00026332252,"about_ca_system_score_gemma":0.0001838048,"threshold_uncertainty_score":0.99939895},"labels":[],"label_agreement":null},{"id":"W4225783024","doi":"10.22215/etd/2022-14904","title":"Long-Term Care Worker Experience during the Pandemic: Explorations in Visual Storytelling","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Perspective (graphical); Pandemic; Qualitative research; Work (physics); Qualitative property; Architecture; Visual research; Public relations; Psychology; Coronavirus disease 2019 (COVID-19); Sociology; Medicine; Computer science; Engineering; Political science; Visual arts; Disease; Social science; Narrative","score_opus":0.4063241776761691,"score_gpt":0.628429420849868,"score_spread":0.2221052431736989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225783024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853838,0.0013957793,0.00008441951,0.000024423953,0.0007467403,0.00068282563,0.000003159329,0.000100227495,0.011578593],"genre_scores_gemma":[0.9756289,0.0005714499,0.00007059108,0.000024058121,0.00022063023,0.0012502773,0.00007523248,0.00003401734,0.022124842],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9953825,0.0019439422,0.00036508995,0.00044523831,0.0012223579,0.00064087874],"domain_scores_gemma":[0.99869835,0.00059554295,0.0001348167,0.0002675278,0.0001429835,0.00016075709],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017952397,0.00019449262,0.00023411697,0.00022579684,0.0018043884,0.00018900823,0.0006842669,0.00018755464,0.0035930816],"category_scores_gemma":[0.00081348687,0.00016570174,0.00010258515,0.0008302233,0.00021302677,0.0003669683,0.000086152104,0.0008641955,0.00003070254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086007145,0.000070897,0.23557796,0.00006786764,0.000017428063,0.000030233565,0.7516162,0.00011392709,0.0008020195,0.0006330225,0.000018617257,0.010965832],"study_design_scores_gemma":[0.0001650017,0.00002693957,0.2332387,0.00010170645,0.000013080198,2.400391e-7,0.76188034,0.00003627282,0.00068274786,0.000044831708,0.0034860405,0.0003241004],"about_ca_topic_score_codex":0.0013886123,"about_ca_topic_score_gemma":0.08185361,"teacher_disagreement_score":0.080465004,"about_ca_system_score_codex":0.00091605756,"about_ca_system_score_gemma":0.0008797763,"threshold_uncertainty_score":0.99949515},"labels":[],"label_agreement":null},{"id":"W4226023063","doi":"10.1093/heapro/daac020","title":"Art-based reflections from 12 years of adolescent health and development-related research in South Africa","year":2022,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Fogarty International Center; National Institute of Mental Health; Research England; National Institutes of Health; Region Hovedstaden; Nuffield Foundation; Leverhulme Trust; Medical Research Council; Steno Diabetes Center Copenhagen; Social Sciences and Humanities Research Council of Canada; Economic and Social Research Council; Claude Leon Foundation; UK Research and Innovation; Novo Nordisk Fonden; Oak Foundation","keywords":"Empowerment; Youth empowerment; Participatory action research; Citizen journalism; Politics; Gender studies; Sociology; Visual research; Photovoice; Political science; Economic growth; Visual arts; Anthropology","score_opus":0.8179041527115809,"score_gpt":0.6818841402305267,"score_spread":0.13602001248105422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226023063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409885,0.000778248,0.00564895,0.03970738,0.0022027122,0.0025964505,0.0002108361,0.00015141342,0.0077155395],"genre_scores_gemma":[0.9952844,0.000026735144,0.0035924036,0.00018105445,0.000058588885,0.00020533515,0.00005688114,0.000009702132,0.0005849212],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99277055,0.0046406705,0.00047607478,0.00027100672,0.0013996346,0.00044204833],"domain_scores_gemma":[0.99897146,0.00031392768,0.0001843538,0.00009943997,0.00014229742,0.0002885443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010534309,0.000054265052,0.00014002786,0.000563142,0.0007087228,0.000025697833,0.00021879477,0.000037668873,0.0007410523],"category_scores_gemma":[0.0006987709,0.00006882357,0.00002030693,0.0006024857,0.00019764494,0.00008372851,0.00012438823,0.0005428546,0.00002498537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048062575,0.004444439,0.16287757,0.00022545453,0.00009211853,0.000016819453,0.6723611,0.00062318996,0.0003286793,0.021712573,0.009071188,0.12776624],"study_design_scores_gemma":[0.0020530454,0.0009233826,0.21217518,0.0003340895,0.000001373262,9.799791e-7,0.02869524,0.0023335472,0.000070260256,0.0037232512,0.7494704,0.00021923841],"about_ca_topic_score_codex":0.0013045749,"about_ca_topic_score_gemma":0.0016763984,"teacher_disagreement_score":0.74039924,"about_ca_system_score_codex":0.001661196,"about_ca_system_score_gemma":0.0044587394,"threshold_uncertainty_score":0.81140035},"labels":[],"label_agreement":null},{"id":"W4226148853","doi":"10.22215/etd/2022-14947","title":"The Body Biography as a User-Centered Design Practice: Four Artists Narrate Their Studio Stories","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Studio; Biography; Narrative; Best practice; Visual arts; Relation (database); Design studio; Grounded theory; Qualitative research; Art; Psychology; Sociology; Computer science; Literature; Political science; Social science","score_opus":0.5122460183280618,"score_gpt":0.6328966185282089,"score_spread":0.12065060020014706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226148853","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36558053,0.015854249,0.0035419127,0.013839803,0.020977702,0.014450731,0.00016426091,0.0017363483,0.56385446],"genre_scores_gemma":[0.6607829,0.009487199,0.0047464096,0.0007899298,0.0011901994,0.0048315087,0.00019353913,0.0002654231,0.3177129],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98358136,0.012233482,0.0004818389,0.0005900757,0.0020970348,0.0010162063],"domain_scores_gemma":[0.9918673,0.006070313,0.00049092254,0.00054552493,0.00067788013,0.00034808397],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014427785,0.0003468529,0.0003918314,0.00024925402,0.0047239545,0.0007814296,0.0011550774,0.00022987147,0.0010939497],"category_scores_gemma":[0.015284915,0.00024713023,0.00028358027,0.0014550305,0.00044403452,0.00051403,0.000117702555,0.0008868955,0.000086699525],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066400333,0.0016463903,0.0026892212,0.00015877717,0.003815625,0.00038403107,0.57252866,0.00002032557,0.003929485,0.20510967,0.15983646,0.043241303],"study_design_scores_gemma":[0.00019448798,0.00031217549,0.0011231467,0.000022434304,0.00006838522,9.070451e-7,0.29135117,0.000013195648,0.0006434944,0.0023524875,0.70363116,0.00028696988],"about_ca_topic_score_codex":0.0036598863,"about_ca_topic_score_gemma":0.010905176,"teacher_disagreement_score":0.5437947,"about_ca_system_score_codex":0.0003714494,"about_ca_system_score_gemma":0.0022371002,"threshold_uncertainty_score":0.9999981},"labels":[],"label_agreement":null},{"id":"W4229372361","doi":"10.1057/s41282-022-00276-2","title":"‘Museums on prescription’: Reparative logic and the ethical dilemma of curating ambivalence","year":2022,"lang":"en","type":"article","venue":"Psychoanalysis Culture & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ambivalence; Institution; Dilemma; Psychoanalytic theory; Context (archaeology); Medical prescription; Museology; Sociology; Psychoanalysis; Psychology; Epistemology; Medicine; Social science; History; Art; Nursing; Visual arts; Archaeology","score_opus":0.3324331801381984,"score_gpt":0.576154209154464,"score_spread":0.24372102901626563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229372361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84851444,0.0039122887,0.0065386137,0.06633289,0.00074908923,0.0026653195,0.00013367846,0.00029415538,0.0708595],"genre_scores_gemma":[0.9936828,0.00044467126,0.002359674,0.0018975236,0.00012237865,0.00018405145,0.0000039474103,0.000008135186,0.0012968215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916166,0.0057211085,0.00036134932,0.00042873397,0.0015105164,0.0003616678],"domain_scores_gemma":[0.99792176,0.0010756362,0.0002738147,0.00034464608,0.00024390704,0.00014020431],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009904051,0.00013840492,0.00034490175,0.000027469718,0.0021493223,0.000091127564,0.00049402186,0.00013771576,0.00037425992],"category_scores_gemma":[0.0026007267,0.00008946544,0.0004393215,0.0011591245,0.0015863392,0.00012241131,0.00016522565,0.0012118091,0.000004211467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003834724,0.00034445163,0.002542788,0.00003785388,0.00082479283,0.000003377805,0.58185506,0.00091319834,0.0049689757,0.35432225,0.05188255,0.0019212598],"study_design_scores_gemma":[0.0036111895,0.0009402382,0.010707589,0.00008771236,0.0010480057,0.00000597746,0.5216482,0.019920805,0.00044633241,0.07295599,0.36761144,0.0010164723],"about_ca_topic_score_codex":0.0005446298,"about_ca_topic_score_gemma":0.00013764594,"teacher_disagreement_score":0.3157289,"about_ca_system_score_codex":0.00015900207,"about_ca_system_score_gemma":0.000106295716,"threshold_uncertainty_score":0.99914974},"labels":[],"label_agreement":null},{"id":"W4229456564","doi":"10.1177/19408447221097063","title":"Interweaving Arts-Based, Qualitative and Mixed Methods Research: Showcasing Integration and Knowledge Translation Through Material and Narrative Reflection","year":2022,"lang":"en","type":"article","venue":"International Review of Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"The arts; Materiality (auditing); Narrative; Exhibition; Sociology; Perspective (graphical); Reflection (computer programming); Qualitative research; Narrative inquiry; Visual arts; Epistemology; Computer science; Aesthetics; Social science; Art","score_opus":0.959135160530537,"score_gpt":0.8440538722733866,"score_spread":0.11508128825715047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229456564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7909459,0.070494935,0.06618763,0.036802746,0.0012429702,0.0049510025,0.00033651327,0.00010136695,0.028936926],"genre_scores_gemma":[0.93717337,0.0110756075,0.0501721,0.00011076608,0.00016776001,0.0008231951,0.00005133693,0.00003296557,0.00039291204],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.884125,0.11118038,0.0008329591,0.00065868377,0.002622538,0.00058044266],"domain_scores_gemma":[0.96804756,0.028599318,0.00025799582,0.00017972634,0.0027106479,0.00020478078],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14981566,0.00017610758,0.00045587044,0.0007309252,0.0018536014,0.00018932924,0.00034456293,0.00008158065,0.00037924355],"category_scores_gemma":[0.036864273,0.00017077489,0.00007259438,0.0013447053,0.0028346423,0.00076600694,0.0004086814,0.0010279845,0.000002721561],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029328506,0.00012259712,0.000019450978,0.0008349495,0.000067587,0.0000024386632,0.7223887,7.6236796e-7,0.012088159,0.101082824,0.00045525012,0.16264401],"study_design_scores_gemma":[0.0005160372,0.0007850673,0.000167515,0.002817709,0.000018398,0.0000042240945,0.8644008,0.0008260368,0.0077990014,0.07652885,0.045901764,0.00023460102],"about_ca_topic_score_codex":0.0014614202,"about_ca_topic_score_gemma":0.00048650545,"teacher_disagreement_score":0.16240941,"about_ca_system_score_codex":0.0007366193,"about_ca_system_score_gemma":0.00069773773,"threshold_uncertainty_score":0.99987906},"labels":[],"label_agreement":null},{"id":"W4230587044","doi":"10.1108/s2058-88012016043","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emerald; Parade; Publishing; Management; Index (typography); Sociology; Political science; Art history; Art; Law","score_opus":0.7189257731237482,"score_gpt":0.7140573447276415,"score_spread":0.004868428396106683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230587044","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006229373,0.0002761766,0.007002432,0.0010233658,0.0019728567,0.00022226706,0.00001919318,0.000048491776,0.9893729],"genre_scores_gemma":[0.004295798,0.0006628026,0.0002778713,0.00020688228,0.001713278,0.00005397334,0.0000024848216,0.000020837846,0.9927661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629575,0.0016887389,0.00016379167,0.00027433605,0.0008809483,0.000696415],"domain_scores_gemma":[0.99841064,0.00072753086,0.000065784836,0.00026312785,0.00014560427,0.0003873303],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030684907,0.00012632388,0.000230919,0.00012767453,0.00031470216,0.000093310504,0.0005543472,0.00040650522,0.18797855],"category_scores_gemma":[0.0016784553,0.00008886533,0.00008670116,0.00020425436,0.0006023448,0.00011560308,0.000109184126,0.0002690015,0.137053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051085312,0.000012175951,0.00005172677,0.000009352988,0.000015290636,0.0000020726152,0.00049851544,8.2805926e-8,0.00003312153,0.011357449,0.969169,0.018846076],"study_design_scores_gemma":[0.00006584569,0.0000126415425,0.000041911757,0.000033114604,0.0000025193262,3.486046e-8,0.00016323211,0.0000013462743,0.00011599605,0.00088358374,0.9985361,0.00014366908],"about_ca_topic_score_codex":0.0016129939,"about_ca_topic_score_gemma":0.00065909047,"teacher_disagreement_score":0.05092554,"about_ca_system_score_codex":0.0002503337,"about_ca_system_score_gemma":0.0016467597,"threshold_uncertainty_score":0.8636189},"labels":[],"label_agreement":null},{"id":"W4231659865","doi":"10.32920/ryerson.14639571.v1","title":"The performative manifestation of a research identity: storying the Journey through poetry","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Performative utterance; Identity (music); Poetry; Aesthetics; Performativity; Art; Narrative; Literature; Visual arts; Sociology; Gender studies","score_opus":0.8768609380515316,"score_gpt":0.7510405263765703,"score_spread":0.12582041167496139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231659865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7841136,0.0020964742,0.008519793,0.0074197347,0.0012616381,0.0015058605,0.000008986871,0.00006162094,0.19501227],"genre_scores_gemma":[0.9881226,0.0027618078,0.0018571536,0.000077478384,0.0003566974,0.00018232682,0.0000033337813,0.00001824224,0.0066203773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.971779,0.022715729,0.00050403585,0.00032834426,0.0038823292,0.00079057063],"domain_scores_gemma":[0.9883402,0.008673329,0.0002756214,0.00067601533,0.0019031805,0.00013162955],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06488955,0.00013428276,0.0002443033,0.00010903715,0.0042623924,0.0010698637,0.0016366976,0.00022139002,0.0004082681],"category_scores_gemma":[0.024011375,0.00007940104,0.0001639385,0.0008418449,0.0025098845,0.0008108041,0.0017178718,0.0027893255,0.000033593824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048669273,0.00011039854,0.0016257274,0.00025122243,0.00022014402,0.000018491844,0.6475527,0.000109916764,0.00028276356,0.3385046,0.0036780657,0.007597243],"study_design_scores_gemma":[0.00013469478,0.000055403987,0.0073812488,0.00034509553,0.000031405976,0.000001191128,0.89682335,0.0012210134,0.0015984593,0.0737493,0.018466754,0.00019210608],"about_ca_topic_score_codex":0.01457085,"about_ca_topic_score_gemma":0.01316078,"teacher_disagreement_score":0.2647553,"about_ca_system_score_codex":0.0005736236,"about_ca_system_score_gemma":0.0033089682,"threshold_uncertainty_score":0.9999671},"labels":[],"label_agreement":null},{"id":"W4231734744","doi":"10.12688/gatesopenres.13055.1","title":"Visualizing participant experiences in maternal and child nutrition studies using timeline mapping","year":2019,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"Bill and Melinda Gates Foundation","keywords":"Timeline; Computer science; Psychology; Geography","score_opus":0.9373407170366975,"score_gpt":0.7543870584400039,"score_spread":0.18295365859669366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231734744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98425597,0.008765052,0.00003877679,0.0011125506,0.00032054746,0.003213612,0.000010471641,0.00003119867,0.0022518367],"genre_scores_gemma":[0.98935914,0.005201883,0.0031222363,0.000033391512,0.0003407804,0.0014955634,0.0000048606285,0.00003322138,0.0004089435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98730433,0.0075630713,0.0006826503,0.0009728238,0.001866147,0.0016109527],"domain_scores_gemma":[0.996812,0.0015734739,0.00017198359,0.0004464567,0.0006360838,0.0003600049],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.033391748,0.0002570728,0.0007731586,0.0006993056,0.0011996806,0.0016066022,0.0015478345,0.00028264837,0.00020362707],"category_scores_gemma":[0.006035336,0.00024502585,0.000060788618,0.00083130033,0.0016093131,0.0006005001,0.006416725,0.0014779135,0.000051340816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000627591,0.0008805212,0.13836618,0.0040669455,0.00047616826,0.00034059864,0.82904315,0.00075532164,0.0062946635,0.0073263873,0.00075821683,0.011064282],"study_design_scores_gemma":[0.0018923288,0.000319786,0.016458532,0.01667836,0.000039756815,0.0000067963906,0.89106435,0.032645065,0.00964076,0.015737088,0.014256369,0.0012608356],"about_ca_topic_score_codex":0.016372938,"about_ca_topic_score_gemma":0.0016218193,"teacher_disagreement_score":0.121907644,"about_ca_system_score_codex":0.00057850423,"about_ca_system_score_gemma":0.0009176008,"threshold_uncertainty_score":0.9994298},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4232308057","doi":"10.24124/2014/bpgub995","title":"Reclaiming Lheidli: Towards indigenous planning in Prince George.","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Participatory planning; Colonialism; Sociology; Context (archaeology); Photovoice; Hegemony; Politics; Citizen journalism; Resistance (ecology); Environmental ethics; Political science; Social science; Public administration; Geography; Environmental planning; Archaeology; Economic growth; Law","score_opus":0.48790957230785026,"score_gpt":0.6446186960245822,"score_spread":0.15670912371673196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232308057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6337257,0.0002489335,0.00021934196,0.000060633563,0.0005959975,0.00050477195,0.0000016407153,0.000103323175,0.36453965],"genre_scores_gemma":[0.7902353,0.00022279979,0.0056531825,0.00020229882,0.00075933896,0.0003446105,0.00013110558,0.00010423188,0.20234716],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.995317,0.0016696588,0.00043247076,0.00046988815,0.0011127508,0.0009982663],"domain_scores_gemma":[0.9985514,0.00054116687,0.00018764712,0.0002572236,0.00016284532,0.00029971375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007269899,0.00022380572,0.00042069345,0.00038680228,0.0006111634,0.00015340009,0.00062664115,0.0005256901,0.0004514202],"category_scores_gemma":[0.004681041,0.00022871804,0.00008354251,0.00058013614,0.00011533681,0.00019723504,0.0000450926,0.0007537776,0.000116626834],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025468503,0.00023362508,0.06635456,0.00046036424,0.000079560195,0.00016194908,0.5478135,0.00007136418,0.0010892823,0.016898219,0.00094495894,0.36563796],"study_design_scores_gemma":[0.0008576016,0.00027098757,0.33044603,0.0016112354,0.00006410832,9.862963e-7,0.11395758,0.0002238628,0.009121538,0.009479723,0.5319186,0.0020477402],"about_ca_topic_score_codex":0.010946071,"about_ca_topic_score_gemma":0.035519756,"teacher_disagreement_score":0.5309737,"about_ca_system_score_codex":0.0004847274,"about_ca_system_score_gemma":0.0020078095,"threshold_uncertainty_score":0.9956401},"labels":[],"label_agreement":null},{"id":"W4232964582","doi":"10.3897/rio.2.e9115","title":"Widening the circle of care: An arts-based, participatory dialogue with stakeholders on cancer care for First Nations, Inuit, and Métis peoples in Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"Research Ideas and Outcomes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Participatory action research; Citizen journalism; The arts; Nursing; Public relations; Work (physics); Medicine; Political science; Sociology","score_opus":0.5280713864693101,"score_gpt":0.5696377952799533,"score_spread":0.04156640881064322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232964582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948661,0.0007958562,0.000028882814,0.003283347,0.000041917992,0.0007219786,0.00009487119,0.000007744751,0.00015933214],"genre_scores_gemma":[0.9991173,0.0001400293,0.00008938002,0.000065985616,0.000026065947,0.00042296256,0.0000018176024,0.00001290507,0.00012353381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970595,0.0008023027,0.00019549353,0.0002862273,0.00091801945,0.00073845714],"domain_scores_gemma":[0.99263525,0.0064518875,0.000053821324,0.00021013868,0.00035067514,0.0002982403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032512916,0.000098999306,0.00023388556,0.00016771717,0.0011190455,0.00007500279,0.00021717913,0.000050897306,0.00003774463],"category_scores_gemma":[0.0041756732,0.00006122643,0.000025612519,0.00026661513,0.00075501425,0.00016970141,0.00005820574,0.00017957689,2.2340916e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108456195,0.000019522757,0.9472428,0.00011358579,0.000017461345,0.0000062317936,0.039924603,0.000034905024,0.00002480913,0.0062481677,0.000069579466,0.0061898977],"study_design_scores_gemma":[0.00086265145,0.0003020304,0.9446213,0.00027692795,0.0000092088685,8.632007e-8,0.04663877,0.000016852444,0.00034349345,0.00035350394,0.0064463126,0.00012884493],"about_ca_topic_score_codex":0.9761168,"about_ca_topic_score_gemma":0.9999691,"teacher_disagreement_score":0.02385235,"about_ca_system_score_codex":0.0011117026,"about_ca_system_score_gemma":0.006833395,"threshold_uncertainty_score":0.99879694},"labels":[],"label_agreement":null},{"id":"W4233954009","doi":"10.18192/aporia.v1i4.3014","title":"","year":2009,"lang":"fr","type":"article","venue":"Aporia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Mentorship; Participatory action research; Sociology; Process (computing); Qualitative research; Engineering ethics; Citizen journalism; Psychology; Pedagogy; Computer science; Medical education; Engineering; Social science; Medicine; World Wide Web","score_opus":0.7624133756733089,"score_gpt":0.7116474735517462,"score_spread":0.050765902121562734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233954009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80401736,0.011318104,0.002012548,0.14865564,0.006172269,0.00068849756,0.0000106457455,0.00020015081,0.02692477],"genre_scores_gemma":[0.958633,0.001257077,0.009554839,0.0039343205,0.0039615617,0.000033527413,0.0000022822771,0.000024346404,0.02259906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9840544,0.008855562,0.0008155883,0.00089190324,0.0022298978,0.0031526356],"domain_scores_gemma":[0.99455607,0.001892736,0.00026312954,0.00076197257,0.0004185498,0.0021075397],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.017196551,0.00042644452,0.00065246096,0.00016206919,0.0015022302,0.00031550706,0.0012260666,0.00054352445,0.00082008186],"category_scores_gemma":[0.008829079,0.00048368474,0.000327983,0.0027591093,0.0025352156,0.0020164915,0.00011427908,0.0008939022,0.0005215599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000999441,0.0006765879,0.0035939463,0.000015902422,0.000042054624,0.00017065583,0.031700123,0.000019527619,0.004468722,0.6217774,0.004125997,0.3333091],"study_design_scores_gemma":[0.0010070769,0.0014595899,0.10486856,0.00013713232,0.00008938622,0.0000056059193,0.0050823926,0.00051667704,0.0033968396,0.2849377,0.59782636,0.0006726285],"about_ca_topic_score_codex":0.005113929,"about_ca_topic_score_gemma":0.00088922563,"teacher_disagreement_score":0.5937004,"about_ca_system_score_codex":0.0007781845,"about_ca_system_score_gemma":0.0011997112,"threshold_uncertainty_score":0.9997977},"labels":[],"label_agreement":null},{"id":"W4234032047","doi":"10.32920/ryerson.14665296","title":"Remaking KM6: an authoethnographic and photographic journey to Santa Cruz Bolivia","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hybridity; Narrative; Autoethnography; Latin Americans; Context (archaeology); Identity (music); Sociology; Representation (politics); Gender studies; History; Visual arts; Anthropology; Aesthetics; Art; Literature; Political science; Archaeology; Politics; Law","score_opus":0.7644925356672269,"score_gpt":0.6811018799350719,"score_spread":0.08339065573215498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234032047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658157,0.0012714961,0.0042089997,0.0006495579,0.00077552244,0.0009460077,0.00001149373,0.00029431854,0.026026892],"genre_scores_gemma":[0.97518855,0.0014224056,0.021599524,0.0005879675,0.00043698843,0.00010951416,0.0000073701376,0.000053567102,0.0005941079],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9899713,0.0054565193,0.00054771645,0.0012000735,0.0015707761,0.0012536225],"domain_scores_gemma":[0.99603486,0.00061289134,0.00018791322,0.0009308549,0.0004343441,0.0017991358],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012007088,0.0003876637,0.0006821976,0.0009247199,0.0010810931,0.0014122823,0.0009881238,0.0006511132,0.00092801143],"category_scores_gemma":[0.00416065,0.00039354176,0.0002582518,0.0015798054,0.0008663036,0.00036960337,0.0015190553,0.0015165189,0.000013738532],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028221804,0.0014864076,0.2158149,0.0010785668,0.0010729497,0.0008210235,0.5215397,0.00015600893,0.036445037,0.03734137,0.003802316,0.1801595],"study_design_scores_gemma":[0.0016806913,0.0012980595,0.44019845,0.005181807,0.00078336085,0.00003481676,0.2738306,0.0048555154,0.01083044,0.06761344,0.18592384,0.0077689965],"about_ca_topic_score_codex":0.012365744,"about_ca_topic_score_gemma":0.03257661,"teacher_disagreement_score":0.2477091,"about_ca_system_score_codex":0.00012996147,"about_ca_system_score_gemma":0.0011767256,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W4234340290","doi":"10.24124/2016/1230","title":"Literacy: a new discourse for effective change","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Photovoice; Literacy; Context (archaeology); Qualitative research; Immigration; Psychology; Family literacy; Pedagogy; Sociology; Social science; Political science; Geography","score_opus":0.6154146838848845,"score_gpt":0.7353247632012265,"score_spread":0.11991007931634201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234340290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15177892,0.0029135714,0.019504651,0.0076993327,0.0093043,0.023386303,0.00026965482,0.000715479,0.78442776],"genre_scores_gemma":[0.080915,0.0001975466,0.0041541117,0.00023891512,0.0059077805,0.0055021048,0.00014224791,0.00008741316,0.90285486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767417,0.00070572115,0.00015942146,0.00033956472,0.00052522303,0.0005959301],"domain_scores_gemma":[0.9974006,0.0016497176,0.00010870853,0.00017600776,0.00025653376,0.00040843652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020890017,0.00016612773,0.00026834046,0.00013895606,0.00036942933,0.00012451997,0.00030498998,0.00026226995,0.0008711107],"category_scores_gemma":[0.003722508,0.00012049822,0.00016446767,0.0001785824,0.00010391502,0.00041145302,0.000015857844,0.00013768971,0.00017483722],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019981417,0.00004023538,0.00013156616,0.00007387104,0.000044737437,0.0000018384061,0.06294114,2.9296816e-9,0.00040087328,0.031811997,0.006277603,0.8980763],"study_design_scores_gemma":[0.0010790863,0.00043641083,0.00934967,0.00074894866,0.00013117738,8.155356e-8,0.010385315,0.000017409835,0.006086446,0.04361833,0.927393,0.00075411826],"about_ca_topic_score_codex":0.0028964125,"about_ca_topic_score_gemma":0.0066947932,"teacher_disagreement_score":0.9211154,"about_ca_system_score_codex":0.00019745724,"about_ca_system_score_gemma":0.0008364505,"threshold_uncertainty_score":0.95380515},"labels":[],"label_agreement":null},{"id":"W4234669582","doi":"10.1007/978-3-319-49861-4_1","title":"Introduction","year":2016,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in anthropology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science","score_opus":0.35780109799449816,"score_gpt":0.5835862953683504,"score_spread":0.22578519737385222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234669582","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014119512,0.00069062004,0.00060221826,0.015057153,0.0029283334,0.0003109134,0.00000797371,0.00010971591,0.9801519],"genre_scores_gemma":[0.007420325,0.003573477,0.00067052274,0.0001485882,0.006378092,0.000029171697,0.0000023354778,0.00007207746,0.9817054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718845,0.0005425002,0.00038982753,0.0006076752,0.0004957105,0.0007758629],"domain_scores_gemma":[0.99865973,0.00040473536,0.00016382843,0.00044687578,0.000119958066,0.00020489674],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028995709,0.00022996367,0.00045879488,0.000375095,0.00030829888,0.000027240358,0.00040935737,0.00067723915,0.029723875],"category_scores_gemma":[0.0017970413,0.00021996893,0.00010473211,0.00007219383,0.005659411,0.000125137,0.00017167804,0.0006144582,0.001637894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025510051,0.000016379974,0.00013623382,0.000012456636,0.000020421005,0.000050919698,0.00076749845,1.6360889e-7,0.00010574588,0.9557567,0.004733355,0.03837461],"study_design_scores_gemma":[0.00013935567,0.000062252315,0.000078862395,0.00005533494,0.000008071301,0.00000162559,0.00011204065,6.6756445e-7,0.0001531552,0.09305295,0.9061133,0.000222378],"about_ca_topic_score_codex":0.00068166637,"about_ca_topic_score_gemma":0.004101393,"teacher_disagreement_score":0.90137994,"about_ca_system_score_codex":0.0007265572,"about_ca_system_score_gemma":0.0005689833,"threshold_uncertainty_score":0.9991394},"labels":[],"label_agreement":null},{"id":"W4234934236","doi":"10.18438/b8kc7g","title":"Research Methods: Action Research","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Action (physics); Data science; Information retrieval; Physics","score_opus":0.7690255565031879,"score_gpt":0.7228201285366648,"score_spread":0.04620542796652316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234934236","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03008828,0.0019397686,0.030367099,0.5581211,0.0006073599,0.0035690279,0.000005013803,0.0005384915,0.37476388],"genre_scores_gemma":[0.49002448,0.01792885,0.43421462,0.044259563,0.0013203296,0.0021668884,0.00002493584,0.00005652114,0.010003821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96471226,0.031839523,0.00041662928,0.00023350128,0.0019851804,0.0008129138],"domain_scores_gemma":[0.9524316,0.045436822,0.00014897952,0.0003802027,0.001045271,0.0005570849],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.055983365,0.000095806405,0.00012611426,0.0008061881,0.00203102,0.00213495,0.00049489265,0.0001735539,0.0031703573],"category_scores_gemma":[0.09006734,0.00008969128,0.000031872474,0.0025891345,0.0009830002,0.36513925,0.0002581076,0.0012342185,0.0016325535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023562505,0.000068267036,0.00032339964,0.00009913009,0.000011756315,0.000002135291,0.004421914,0.00001330604,0.0009559352,0.662852,0.030752506,0.30026403],"study_design_scores_gemma":[0.00011631145,0.0001648319,0.0041403184,0.00012077501,0.000003991054,0.000001211791,0.02874225,0.0020326902,0.004674175,0.0039839298,0.95591134,0.0001081542],"about_ca_topic_score_codex":0.0007678878,"about_ca_topic_score_gemma":7.3705075e-7,"teacher_disagreement_score":0.92515886,"about_ca_system_score_codex":0.00008759713,"about_ca_system_score_gemma":0.0014607689,"threshold_uncertainty_score":0.9992682},"labels":[],"label_agreement":null},{"id":"W4237387048","doi":"10.24124/2014/bpgub1005","title":"Theatre for health: \"Playing\" the price of colonialism on the health of indigenous peoples in Saik'uz territory.","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Colonialism; Racism; Settlement (finance); Geography; Political science; Community health; Gender studies; Sociology; Socioeconomics; Ecology; Health care; Law; Archaeology","score_opus":0.3320184681493849,"score_gpt":0.6109508829305883,"score_spread":0.2789324147812034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237387048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606613,0.00088942295,0.00011988084,0.013198324,0.0008211073,0.0053834687,0.0001022705,0.000034099063,0.018790115],"genre_scores_gemma":[0.9954767,0.00035522375,0.00040871173,0.0009462369,0.0002270916,0.00044832987,0.00004167884,0.00003236527,0.0020636162],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99283224,0.004431435,0.0007287248,0.00028519586,0.0010007272,0.00072165864],"domain_scores_gemma":[0.9911556,0.007301507,0.00081219745,0.00039013737,0.00018625264,0.00015430554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015808113,0.0001845218,0.0006119369,0.0001771933,0.00093362597,0.00003680612,0.00085521955,0.0002168232,0.000054182703],"category_scores_gemma":[0.002837196,0.00010752186,0.00015060294,0.00039579207,0.00030168402,0.000044700577,0.00002610172,0.00039770818,0.0000039380725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008939522,0.00062761904,0.005052815,0.0021027555,0.00009020914,5.578288e-7,0.8412359,0.0000152273415,0.00028151076,0.114979826,0.009002936,0.025716688],"study_design_scores_gemma":[0.0020999718,0.007957877,0.23305005,0.002483261,0.00006648464,5.8021385e-7,0.49283278,0.00028361988,0.0034881316,0.012254839,0.24438779,0.0010946309],"about_ca_topic_score_codex":0.071534395,"about_ca_topic_score_gemma":0.35770157,"teacher_disagreement_score":0.34840313,"about_ca_system_score_codex":0.00040877587,"about_ca_system_score_gemma":0.0060476298,"threshold_uncertainty_score":0.9995872},"labels":[],"label_agreement":null},{"id":"W4237565256","doi":"10.24124/2019/58948","title":"Through our lens: Experiences of adult mental health service consumers in the Arrow Lakes Region of British Columbia","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Mental health; Arrow; Rural area; Political science; Public relations; Geography; Economic growth; Business; Medicine; Economics; Psychiatry","score_opus":0.3598833768863873,"score_gpt":0.5759723642210781,"score_spread":0.21608898733469084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237565256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98007244,0.0004826057,0.000004087479,0.0009494935,0.00049044396,0.0010312343,0.000034224628,0.000015614001,0.016919857],"genre_scores_gemma":[0.9908739,0.0012127957,0.000275474,0.00059964665,0.00002717442,0.00013627547,0.000064658976,0.000013868085,0.0067962585],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952677,0.0022655542,0.0005447357,0.00030481786,0.0011780614,0.00043915215],"domain_scores_gemma":[0.99855065,0.0003113561,0.0004826834,0.00021272332,0.0003870201,0.00005558037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022383346,0.00010620888,0.00046291953,0.000046287183,0.00021286766,0.00009231233,0.0006331944,0.00019355072,0.00010537488],"category_scores_gemma":[0.0007475953,0.00012468081,0.00009039812,0.0006395747,0.00022634346,0.00032669195,0.000020009047,0.00024295112,0.0000054705306],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000641676,0.00020615058,0.0064763627,0.000557718,0.000031270276,0.0000045617358,0.9693832,4.460647e-7,0.00014836814,0.000900978,0.018376803,0.0038499767],"study_design_scores_gemma":[0.00024024458,0.00012101155,0.004759136,0.0005214435,0.0000062380614,8.3690776e-7,0.9917095,0.0000114963,0.00018489239,0.00012563838,0.002195807,0.00012377503],"about_ca_topic_score_codex":0.58921593,"about_ca_topic_score_gemma":0.92352265,"teacher_disagreement_score":0.33430666,"about_ca_system_score_codex":0.0001043008,"about_ca_system_score_gemma":0.001353197,"threshold_uncertainty_score":0.5084336},"labels":[],"label_agreement":null},{"id":"W4237888010","doi":"10.24124/2014/bpgub966","title":"Envisioning change Prince George women's experiences of substance use and mental health through photography.","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Strong; University of Northern British Columbia","keywords":"Photovoice; Mental health; Transformative learning; George (robot); Qualitative research; Substance use; Photography; Psychology; Coping (psychology); Visual arts; Gender studies; Sociology; Art; Pedagogy; Social science; Psychotherapist; Psychiatry","score_opus":0.43083746236433773,"score_gpt":0.5901791315215433,"score_spread":0.1593416691572056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237888010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947029,0.0010249532,0.00007881969,0.000069817586,0.00040841155,0.0007316205,0.000010384128,0.00004607793,0.0029270253],"genre_scores_gemma":[0.9877452,0.004304121,0.0026484241,0.0002030463,0.00010609648,0.00092946814,0.00003360316,0.00002585574,0.0040041343],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996245,0.0011499408,0.0003894184,0.00045093134,0.0010191929,0.00074548274],"domain_scores_gemma":[0.9985028,0.00045499878,0.00037791592,0.00021447791,0.000125491,0.00032432866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003049988,0.00020386954,0.00046595547,0.00014322806,0.0006750288,0.000113475166,0.0003141734,0.00016657801,0.00047505365],"category_scores_gemma":[0.0004868924,0.00018638016,0.00006882337,0.00045848472,0.00054683944,0.0007062985,0.000023722001,0.0002108922,0.0000033822319],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068459085,0.00005697781,0.0049295546,0.00012745468,0.00001811595,6.9478835e-7,0.98601156,2.8012522e-8,0.0002950198,0.00399683,0.00013349607,0.0043617785],"study_design_scores_gemma":[0.0002910986,0.00031496777,0.016920894,0.00040278185,0.000004727825,1.5934377e-7,0.9186617,0.000018823945,0.003719274,0.0004543284,0.058815166,0.00039605083],"about_ca_topic_score_codex":0.005604261,"about_ca_topic_score_gemma":0.0103370445,"teacher_disagreement_score":0.067349866,"about_ca_system_score_codex":0.00014525608,"about_ca_system_score_gemma":0.0002638431,"threshold_uncertainty_score":0.84720033},"labels":[],"label_agreement":null},{"id":"W4238087419","doi":"10.1007/978-981-10-5251-4_10","title":"Timeline Drawing Methods","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Timeline; Variety (cybernetics); Computer science; Process (computing); Qualitative research; Representation (politics); Reflection (computer programming); Key (lock); Expression (computer science); Quality (philosophy); Focus (optics); Data science; Management science; Psychology; Artificial intelligence; Epistemology; Sociology; Engineering; Social science; Political science","score_opus":0.795725733240227,"score_gpt":0.7164905220496331,"score_spread":0.07923521119059385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238087419","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046531504,0.00043446582,0.020779531,0.00046745912,0.00057831046,0.0004191564,0.0000053343274,0.00016556346,0.97714555],"genre_scores_gemma":[0.000054820415,0.00016701619,0.09799533,0.00028840973,0.0006095319,0.0000065690347,0.000004069635,0.000054333184,0.9008199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657506,0.0010832812,0.0003375261,0.00044361618,0.0009560239,0.0006045047],"domain_scores_gemma":[0.99687314,0.0019390602,0.00013027234,0.00046225055,0.00022642236,0.00036887522],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.011237209,0.00023409945,0.00047373242,0.00019014647,0.0003037276,0.000110695655,0.000550608,0.00050601666,0.027647648],"category_scores_gemma":[0.0022571657,0.00021747757,0.0002182374,0.00006131579,0.0004774312,0.0001451501,0.00020228505,0.00060232205,0.0050880644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065903637,0.000006544511,0.000008478529,0.000015406727,0.00004720082,0.0000070776887,0.0008592193,8.652132e-7,0.0001630132,0.89375675,0.006344184,0.09878466],"study_design_scores_gemma":[0.0000699937,0.000031294127,0.0000059241233,0.000048151083,0.00002728847,1.9357502e-7,0.000102974125,0.000078670506,0.00016799683,0.04166412,0.9575462,0.00025720237],"about_ca_topic_score_codex":0.00031833485,"about_ca_topic_score_gemma":0.00022175741,"teacher_disagreement_score":0.95120203,"about_ca_system_score_codex":0.00025889595,"about_ca_system_score_gemma":0.0013326334,"threshold_uncertainty_score":0.9956866},"labels":[],"label_agreement":null},{"id":"W4238263256","doi":"10.1386/peet.8.1.3_1","title":"Becoming ethical through relational interaction: An examination of a performance among internally displaced persons in Nigeria","year":2018,"lang":"en","type":"article","venue":"Performing Ethos International Journal of Ethics in Theatre and Performance","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dignity; Ethos; Value (mathematics); Sociology; Dialogic; Social psychology; Psychology; Environmental ethics; Engineering ethics; Political science; Pedagogy; Law","score_opus":0.4302656915420667,"score_gpt":0.5895366023082658,"score_spread":0.1592709107661991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238263256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886483,0.000057737983,0.0011915523,0.0012528459,0.0009025933,0.00012698365,0.000003818914,0.0000084359535,0.0078077656],"genre_scores_gemma":[0.9937173,0.0003910809,0.004882204,0.00017497297,0.0006446188,0.00000902542,0.00000263158,0.000015060216,0.0001631028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957594,0.0013927403,0.0009041227,0.0002291982,0.0013767859,0.0003377318],"domain_scores_gemma":[0.9964443,0.0018283033,0.0005162645,0.00013348617,0.00094824773,0.00012938479],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017135352,0.00015992079,0.0003061837,0.0005495832,0.00029760433,0.00008000473,0.0005724704,0.00043601694,0.0001454661],"category_scores_gemma":[0.002298688,0.0001508734,0.0000721311,0.00034138106,0.0010321235,0.0022325837,0.0001163545,0.002713263,0.0000026668206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009160046,0.00018150272,0.61616665,0.00008129637,0.000052902695,0.000014785575,0.3246072,0.00027887488,0.0009321456,0.0031420963,0.00001121714,0.05361531],"study_design_scores_gemma":[0.0025277573,0.0018893991,0.87156093,0.0037146346,0.000031469383,0.00010341317,0.040494863,0.06316793,0.0078632515,0.0019508841,0.0061696377,0.00052584044],"about_ca_topic_score_codex":0.00029135053,"about_ca_topic_score_gemma":0.0019339492,"teacher_disagreement_score":0.28411233,"about_ca_system_score_codex":0.00037856452,"about_ca_system_score_gemma":0.0005982365,"threshold_uncertainty_score":0.99958754},"labels":[],"label_agreement":null},{"id":"W4238387299","doi":"10.1002/9781118785317.weom090146","title":"Autoethnography","year":2015,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Management","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Autoethnography; Qualitative research; Perspective (graphical); Phenomenon; Sociology; Epistemology; Visual arts; Art; Social science; Philosophy","score_opus":0.2569564266719926,"score_gpt":0.5318430537361416,"score_spread":0.274886627064149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238387299","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011581191,0.0021317382,0.00020914554,0.00008792227,0.000792055,0.0007647651,0.000036415764,0.000255473,0.9957109],"genre_scores_gemma":[0.000037136982,0.014287647,0.008048768,0.000045698158,0.00051632914,0.00011187992,0.000014912313,0.00019656603,0.9767411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656487,0.00080862705,0.00027777697,0.00034653503,0.0014537078,0.000548494],"domain_scores_gemma":[0.9987661,0.00008419539,0.00023205596,0.0005051089,0.00007490539,0.00033758386],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030698848,0.00020659607,0.0003660824,0.00064529246,0.00007564921,0.000021528378,0.00071849325,0.00022574114,0.0043147127],"category_scores_gemma":[0.00033174644,0.00020954307,0.000111159585,0.0007132149,0.0005986735,0.000054778928,0.00023822146,0.00018281049,0.00038434385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005611126,0.00008208554,0.00016971416,0.00013773624,0.00012712745,0.000018746176,0.0013910976,6.26471e-7,2.0360828e-7,0.0088778995,0.95449865,0.034690503],"study_design_scores_gemma":[0.00017494915,0.000034170112,0.00011529758,0.00023273002,0.00006642875,2.7509596e-8,0.0009869735,0.0000018402799,6.3736314e-7,0.0012096241,0.9969746,0.0002027419],"about_ca_topic_score_codex":0.0015629058,"about_ca_topic_score_gemma":0.0012149608,"teacher_disagreement_score":0.04247593,"about_ca_system_score_codex":0.00009154577,"about_ca_system_score_gemma":0.00023711509,"threshold_uncertainty_score":0.9965955},"labels":[],"label_agreement":null},{"id":"W4238716888","doi":"10.32920/ryerson.14665296.v1","title":"Remaking KM6: an authoethnographic and photographic journey to Santa Cruz Bolivia","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hybridity; Narrative; Autoethnography; Latin Americans; Context (archaeology); Identity (music); Sociology; Gender studies; History; Visual arts; Anthropology; Aesthetics; Art; Literature; Political science; Archaeology; Law","score_opus":0.7644925356672269,"score_gpt":0.6811018799350719,"score_spread":0.08339065573215498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238716888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658157,0.0012714961,0.0042089997,0.0006495579,0.00077552244,0.0009460077,0.00001149373,0.00029431854,0.026026892],"genre_scores_gemma":[0.97518855,0.0014224056,0.021599524,0.0005879675,0.00043698843,0.00010951416,0.0000073701376,0.000053567102,0.0005941079],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9899713,0.0054565193,0.00054771645,0.0012000735,0.0015707761,0.0012536225],"domain_scores_gemma":[0.99603486,0.00061289134,0.00018791322,0.0009308549,0.0004343441,0.0017991358],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012007088,0.0003876637,0.0006821976,0.0009247199,0.0010810931,0.0014122823,0.0009881238,0.0006511132,0.00092801143],"category_scores_gemma":[0.00416065,0.00039354176,0.0002582518,0.0015798054,0.0008663036,0.00036960337,0.0015190553,0.0015165189,0.000013738532],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028221804,0.0014864076,0.2158149,0.0010785668,0.0010729497,0.0008210235,0.5215397,0.00015600893,0.036445037,0.03734137,0.003802316,0.1801595],"study_design_scores_gemma":[0.0016806913,0.0012980595,0.44019845,0.005181807,0.00078336085,0.00003481676,0.2738306,0.0048555154,0.01083044,0.06761344,0.18592384,0.0077689965],"about_ca_topic_score_codex":0.012365744,"about_ca_topic_score_gemma":0.03257661,"teacher_disagreement_score":0.2477091,"about_ca_system_score_codex":0.00012996147,"about_ca_system_score_gemma":0.0011767256,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W4239371903","doi":"10.24124/2018/58858","title":"Landscape and collective memory in post-conflict Ayacucho, Peru: Narratives and photography of survivors.","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Indigenous; Collective memory; Transitional justice; Commission; Narrative; Government (linguistics); Criminology; Militant; Political science; Economic Justice; Geography; Representation (politics); Sociology; Ethnology; Gender studies; Law; Ecology; Politics; Art","score_opus":0.22092150743776942,"score_gpt":0.5521111822819138,"score_spread":0.3311896748441444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239371903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82585007,0.0009794978,0.0000031404331,0.000031279804,0.00012241537,0.00051567657,0.00001689078,0.000016511289,0.17246453],"genre_scores_gemma":[0.976915,0.00086084846,0.00087953184,0.00003637993,0.00008910857,0.0001224598,0.000035920017,0.000027425142,0.021033343],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99711674,0.0013751247,0.0002756365,0.0003801869,0.00050096016,0.0003513424],"domain_scores_gemma":[0.9984462,0.00065102865,0.0001459842,0.00012026671,0.00044541407,0.00019110512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026869522,0.00018349914,0.00043506495,0.0005423535,0.00026434308,0.00006486512,0.00016194728,0.0002840954,0.0006057093],"category_scores_gemma":[0.0014003066,0.00016582871,0.000056602483,0.0007430312,0.00069807586,0.00017316612,0.000029462983,0.00023820327,0.000002174189],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006889075,0.00015574631,0.061203204,0.00020808172,0.00015339498,0.0000061320975,0.9235987,7.096222e-8,0.008117355,0.001076408,0.00063905114,0.00415292],"study_design_scores_gemma":[0.0007290977,0.00055401697,0.36555532,0.00016768777,0.000031396037,3.4101615e-7,0.61939216,0.0000313328,0.008524549,0.0019446951,0.0026455799,0.00042384234],"about_ca_topic_score_codex":0.009067093,"about_ca_topic_score_gemma":0.14799187,"teacher_disagreement_score":0.3043521,"about_ca_system_score_codex":0.000039177005,"about_ca_system_score_gemma":0.00076613727,"threshold_uncertainty_score":0.9975316},"labels":[],"label_agreement":null},{"id":"W4239775158","doi":"10.4324/9780203933671-23","title":"Inclusive methodologies: Including disabled people in Participatory Action Research in Scotland and Canada","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Citizen journalism; Disabled people; Action (physics); Action research; Sociology; Geography; Political science; Public relations; Pedagogy; Anthropology; Demography; Law","score_opus":0.9263271211611076,"score_gpt":0.7253514470136018,"score_spread":0.20097567414750583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239775158","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10367817,0.0005170299,0.00018789538,0.0011726181,0.00033860293,0.0012619892,0.0000109292905,0.0000500413,0.89278275],"genre_scores_gemma":[0.8467016,0.0027217695,0.003513099,0.00025115733,0.00052958145,0.00021920566,0.000010266201,0.000107696615,0.14594561],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905185,0.0045819287,0.00064416387,0.00071209145,0.0020578192,0.0014855105],"domain_scores_gemma":[0.9868048,0.012035145,0.0001303347,0.00030482453,0.00026054805,0.00046436186],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042419482,0.00026180202,0.0006528728,0.0009649409,0.00061826623,0.000091625574,0.0004225071,0.0005696189,0.00048375697],"category_scores_gemma":[0.00940291,0.00026073158,0.000041333034,0.00044470248,0.00092055305,0.00026293314,0.0007513687,0.0016780072,0.0000129284335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009378848,0.00016444086,0.17558853,0.00069802953,0.0001561581,0.0010635336,0.06348664,0.00008370294,0.00048917404,0.6792611,0.0047531263,0.0733177],"study_design_scores_gemma":[0.0024599454,0.0004318242,0.052636623,0.0018529533,0.00005988892,0.000004592798,0.085177906,0.00059865747,0.0010971278,0.3987765,0.4545365,0.0023674879],"about_ca_topic_score_codex":0.9465034,"about_ca_topic_score_gemma":0.9994941,"teacher_disagreement_score":0.74683714,"about_ca_system_score_codex":0.0044577816,"about_ca_system_score_gemma":0.0052296068,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W4239970677","doi":"10.32920/ryerson.14639571","title":"The performative manifestation of a research identity: storying the Journey through poetry","year":2021,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Performative utterance; Poetry; Identity (music); Aesthetics; Performativity; Art; Narrative; Literature; Sociology; Visual arts; Gender studies","score_opus":0.8667341286887746,"score_gpt":0.7527522673551528,"score_spread":0.11398186133362187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239970677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70148015,0.00078604795,0.003836961,0.009686802,0.00032456886,0.00038893454,0.0000022549964,0.00003160931,0.28346267],"genre_scores_gemma":[0.9867583,0.0006516374,0.0009625366,0.00010789011,0.00014141893,0.000032702206,4.3474543e-7,0.0000065713116,0.011338516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9867626,0.010379345,0.00023219667,0.00013091648,0.0019921595,0.00050277123],"domain_scores_gemma":[0.9920721,0.0063804225,0.00007454693,0.00027228758,0.0011162388,0.0000843884],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0320483,0.000050006605,0.00008928779,0.000041120427,0.0037306948,0.00030702128,0.00052130304,0.00004754489,0.00040802115],"category_scores_gemma":[0.018452741,0.000028514858,0.000056102446,0.0010702448,0.0013822176,0.00089080166,0.00020750136,0.00057399843,0.000066752655],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020708365,0.000050723716,0.0019907465,0.000020937761,0.000038921047,0.000010681554,0.18622579,0.0000066439866,0.0012837898,0.8011934,0.003418367,0.005739262],"study_design_scores_gemma":[0.00018025463,0.00006175079,0.01252658,0.00005019234,0.000010443932,0.000002377444,0.81188583,0.0005299293,0.010567962,0.077610396,0.08648471,0.0000895634],"about_ca_topic_score_codex":0.0022799175,"about_ca_topic_score_gemma":0.0063811583,"teacher_disagreement_score":0.72358304,"about_ca_system_score_codex":0.00019103462,"about_ca_system_score_gemma":0.0011283617,"threshold_uncertainty_score":0.9975663},"labels":[],"label_agreement":null},{"id":"W4240813810","doi":"10.1002/9781118786352.wbieg0833","title":"Participatory Action Research","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Oppression; Participatory action research; Sociology; Politics; Social justice; Action research; Emancipation; Discipline; Citizen journalism; Equity (law); Social science; Public relations; Political science; Pedagogy; Law","score_opus":0.6077931018851516,"score_gpt":0.6597011080925975,"score_spread":0.051908006207445956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240813810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005860029,0.0007304155,0.000084968946,0.0003265345,0.0025901997,0.00036156148,0.00007152772,0.00010723047,0.99514157],"genre_scores_gemma":[0.010289639,0.013957529,0.0009274499,0.000022957141,0.0029233026,0.00021472607,0.00002283869,0.0001851447,0.9714564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945593,0.0014365759,0.00025786707,0.0003843228,0.0027724863,0.0005894592],"domain_scores_gemma":[0.9977267,0.00050758786,0.0003688494,0.0005348004,0.0005887304,0.00027337845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060013393,0.00016129883,0.00027951784,0.0014571612,0.00035188755,0.00008542781,0.0014508322,0.00042306946,0.005211497],"category_scores_gemma":[0.003963746,0.00017057007,0.00020701888,0.0002580068,0.002054704,0.0001782248,0.00020248297,0.0006167565,0.00022863253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005379607,0.00023354632,0.029513527,0.00006231691,0.00031726278,0.00002252752,0.0012054816,5.9544607e-7,0.00003211472,0.015707927,0.89249915,0.06035177],"study_design_scores_gemma":[0.00013790108,0.000042645697,0.004103645,0.00019670358,0.000015048717,1.41656e-7,0.00024650907,0.000004227301,0.000025425781,0.0018865565,0.9931943,0.00014693981],"about_ca_topic_score_codex":0.018064648,"about_ca_topic_score_gemma":0.0065799304,"teacher_disagreement_score":0.100695126,"about_ca_system_score_codex":0.00010689049,"about_ca_system_score_gemma":0.0006630057,"threshold_uncertainty_score":0.99569786},"labels":[],"label_agreement":null},{"id":"W4241315339","doi":"10.1177/1609406918788236","title":"Reflection/Commentary on a Past Article: “Photovoice as a Method for Revealing Community Perceptions of the Built and Social Environment”","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Photovoice; Reflection (computer programming); Perception; Sociology; Engineering ethics; Psychology; Aesthetics; Visual arts; Engineering; Computer science; Art","score_opus":0.8900256578443058,"score_gpt":0.7877102135143162,"score_spread":0.10231544432998951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241315339","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52320933,0.000024588493,0.45450655,0.020443525,0.0005082667,0.00026625503,0.00003964478,0.000006397555,0.0009954236],"genre_scores_gemma":[0.49650708,0.000018057748,0.5004769,0.0019697975,0.00082044496,0.000023447828,8.9445155e-7,0.000011748433,0.00017163255],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96380335,0.034545403,0.00053467817,0.000113362374,0.0007995547,0.0002036309],"domain_scores_gemma":[0.9874151,0.010940476,0.00057767594,0.00011916509,0.00084659597,0.00010103281],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.042603645,0.00010045064,0.00024261924,0.00016280037,0.00094001467,0.000051914292,0.0005608497,0.00006878212,0.00013913064],"category_scores_gemma":[0.007944788,0.000077495344,0.00018649636,0.00018234174,0.001282891,0.00021522478,0.0001360548,0.00047727852,0.0000023438422],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010403644,0.00052575493,0.0012122764,0.000022351134,0.0005697682,0.0000012609704,0.70977575,0.00001439387,0.17761771,0.0258741,0.0028217258,0.08052456],"study_design_scores_gemma":[0.0026066876,0.002518347,0.023113288,0.00025687882,0.00022386237,0.00002070921,0.49962217,0.00054625544,0.10191812,0.26266524,0.10613894,0.00036949935],"about_ca_topic_score_codex":0.0008464259,"about_ca_topic_score_gemma":0.00013199115,"teacher_disagreement_score":0.23679115,"about_ca_system_score_codex":0.00033026887,"about_ca_system_score_gemma":0.0001361725,"threshold_uncertainty_score":0.98584104},"labels":[],"label_agreement":null},{"id":"W4242840771","doi":"10.3998/mpub.9256315","title":"Finding Voice","year":2017,"lang":"en","type":"book","venue":"University of Michigan Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Johannesburg; National Research Foundation; McGill University; University of Wisconsin-Madison; Ford Foundation","keywords":"Psychology; Speech recognition; Linguistics; Computer science; Philosophy","score_opus":0.5696396629278907,"score_gpt":0.5380627766827673,"score_spread":0.03157688624512345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242840771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013192112,0.00012575707,0.00016207747,0.000024512356,0.00019394558,0.00031161561,0.000065106724,0.00006001728,0.99773777],"genre_scores_gemma":[0.0014780745,0.00008468158,0.000698581,0.00001032625,0.00017284464,2.3621669e-7,0.0000055533733,0.000019470786,0.9975302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978494,0.00059035403,0.00012783543,0.00032205269,0.0006770312,0.00043329565],"domain_scores_gemma":[0.9981749,0.00041706127,0.0003885347,0.0005466668,0.00019099038,0.0002818613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015598868,0.00016529553,0.0003763036,0.00013786057,0.0011164685,0.000055239994,0.0015517558,0.00040240932,0.00013459256],"category_scores_gemma":[0.00048219893,0.00021953718,0.00018054029,0.0000075944727,0.0017864038,0.00011314279,0.00041427964,0.00047735963,0.0000405002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038782228,0.0001221024,0.00009855186,0.0007043184,0.00087152567,0.0005570662,0.28773975,0.000009812951,0.0011296413,0.55149746,0.12086985,0.036012102],"study_design_scores_gemma":[0.00021998824,0.000028700795,0.000028412165,0.00021539305,0.00008253937,1.5484454e-7,0.000864684,0.000009394398,0.00027271983,0.0019172959,0.9961578,0.0002028933],"about_ca_topic_score_codex":0.004334712,"about_ca_topic_score_gemma":0.010248384,"teacher_disagreement_score":0.87528795,"about_ca_system_score_codex":0.00016132467,"about_ca_system_score_gemma":0.0015432887,"threshold_uncertainty_score":0.8952466},"labels":[],"label_agreement":null},{"id":"W4243131282","doi":"10.32920/ryerson.14663256.v1","title":"Seeing and envisioning: camera-based practice, democratic praxis, and socially engaged arts in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation; York University","funders":"","keywords":"Praxis; The arts; Sociology; Citizen journalism; Participatory action research; Aesthetics; Visual arts; Public relations; Epistemology; Political science; Art; Anthropology","score_opus":0.38473765282590827,"score_gpt":0.6175785457083293,"score_spread":0.232840892882421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243131282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7910648,0.011456155,0.008169921,0.011078335,0.0009408769,0.0024617992,0.0000087036215,0.00022625708,0.17459315],"genre_scores_gemma":[0.9316723,0.0012147329,0.06486003,0.000622219,0.00016767987,0.00014007714,0.0000072223443,0.00002999126,0.0012857713],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9830936,0.014145548,0.0004377001,0.0007336969,0.00093124376,0.00065818214],"domain_scores_gemma":[0.9902037,0.008610308,0.00022293477,0.0002942386,0.00023165837,0.0004371988],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02162198,0.00025252393,0.0005054216,0.00009499419,0.0010848936,0.0006757988,0.0002384099,0.00042515283,0.00037886662],"category_scores_gemma":[0.048706226,0.00026331726,0.00006275642,0.0001688028,0.0004820869,0.00058737095,0.0005846288,0.0016739697,0.0000022542947],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051525404,0.0019924312,0.083905,0.0018522439,0.00066036114,0.001679964,0.5901033,0.0004787086,0.008818452,0.06856949,0.0031699836,0.23825479],"study_design_scores_gemma":[0.00409143,0.00056145794,0.10134035,0.0027422893,0.0004383923,0.00000967673,0.77493024,0.023798503,0.0031957265,0.02068931,0.06444281,0.0037597918],"about_ca_topic_score_codex":0.035982683,"about_ca_topic_score_gemma":0.14447673,"teacher_disagreement_score":0.234495,"about_ca_system_score_codex":0.00081713055,"about_ca_system_score_gemma":0.0045643277,"threshold_uncertainty_score":0.9999819},"labels":[],"label_agreement":null},{"id":"W4245723953","doi":"10.24124/2011/bpgub772","title":"Intimate stories: Examining Prince George women's awareness about and use of cervical screening services.","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Cervical screening; Reproductive health; Medicine; Cervical cancer; Psychological intervention; Psychology; Nursing; Social psychology; Environmental health; Population","score_opus":0.49092569720484663,"score_gpt":0.569234543234878,"score_spread":0.07830884603003135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245723953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851826,0.00012704589,0.00059926976,0.000005301846,0.00030735935,0.00034445824,0.000016033193,0.00009523745,0.013322692],"genre_scores_gemma":[0.94089705,0.000453777,0.014545442,0.00007860907,0.00019608178,0.00023693901,0.00008633155,0.00009152312,0.043414254],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962969,0.0010007592,0.00048280586,0.000499042,0.00093609974,0.000784416],"domain_scores_gemma":[0.99753106,0.0008687517,0.0003525685,0.00030944144,0.00048730965,0.0004508828],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034142234,0.00026165266,0.0005616182,0.00022250412,0.00046897604,0.00019169861,0.0004789101,0.00041348778,0.0007341678],"category_scores_gemma":[0.0012204103,0.000255813,0.000048200123,0.00043455054,0.00031877667,0.0007074624,0.00015438131,0.00037773058,0.000009323169],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006506845,0.00022602337,0.34437564,0.0035063797,0.00029142594,0.000028440163,0.5599046,0.00000819351,0.0018512903,0.026054416,0.00003794596,0.06306497],"study_design_scores_gemma":[0.0005707614,0.00023962672,0.749254,0.0013331857,0.00010085946,4.714366e-7,0.19740821,0.0005406638,0.0034984483,0.00096895924,0.04502714,0.0010576947],"about_ca_topic_score_codex":0.01762322,"about_ca_topic_score_gemma":0.013507061,"teacher_disagreement_score":0.40487832,"about_ca_system_score_codex":0.000121039266,"about_ca_system_score_gemma":0.0006124779,"threshold_uncertainty_score":0.9999894},"labels":[],"label_agreement":null},{"id":"W4246280133","doi":"10.26522/br.v10i1.82","title":"Call for Participation","year":2008,"lang":"en","type":"article","venue":"The Brock Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Computer security; Computer science","score_opus":0.8293541452879125,"score_gpt":0.7020938335551462,"score_spread":0.1272603117327663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246280133","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15660845,0.5748284,0.04642429,0.05998738,0.0014568333,0.01886836,0.000036450223,0.00080301584,0.14098682],"genre_scores_gemma":[0.55144876,0.36574852,0.0052122357,0.01365509,0.0014702525,0.0038437813,0.000009239359,0.000061311104,0.05855084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978978,0.0011539792,0.00017910141,0.0001074453,0.000335525,0.0003261472],"domain_scores_gemma":[0.9987601,0.000738395,0.000057813268,0.00019707141,0.00012404463,0.00012259696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022232593,0.000053969627,0.00015440704,0.000011253667,0.0007096389,0.000010629153,0.00026722776,0.000025753208,0.00012364307],"category_scores_gemma":[0.0055707498,0.00003505546,0.00008400541,0.00022549485,0.00021350048,0.000084526975,0.00002798725,0.00006962884,0.00019197479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053291227,0.00023914417,0.0031514291,0.0019094147,0.00006886801,0.0000058411115,0.011783626,0.000008966805,0.00076544203,0.052363522,0.6588159,0.27083454],"study_design_scores_gemma":[0.00006411237,0.000027833345,0.0015827356,0.00019817184,0.00002502031,5.9814505e-7,0.000033251763,0.000023989363,0.00009167377,0.00088396034,0.9970114,0.00005721477],"about_ca_topic_score_codex":0.00011890304,"about_ca_topic_score_gemma":0.00014924616,"teacher_disagreement_score":0.3948403,"about_ca_system_score_codex":0.000047941983,"about_ca_system_score_gemma":0.00018944997,"threshold_uncertainty_score":0.666911},"labels":[],"label_agreement":null},{"id":"W4246930481","doi":"10.4324/9781351033268","title":"Participatory Action Research","year":2019,"lang":"en","type":"book","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":377,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Action (physics); Participatory action research; Citizen journalism; Sociology; Political science; Anthropology; Physics; Law","score_opus":0.9758489686013659,"score_gpt":0.8061678430661393,"score_spread":0.16968112553522663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246930481","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039879465,0.00023374343,0.00010086888,0.00041059626,0.00080262945,0.0008161034,0.0000054242223,0.00015972425,0.9970721],"genre_scores_gemma":[0.0022180695,0.00028083444,0.00020691809,0.000096209296,0.0013319064,0.00011515926,0.00000676949,0.000051681895,0.99569243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98839104,0.006184653,0.00029727587,0.0005343601,0.0032524555,0.0013402076],"domain_scores_gemma":[0.99508315,0.0029793137,0.00008550206,0.00061179127,0.0006840739,0.000556161],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.027568083,0.0001750926,0.00033916303,0.00043545436,0.0007949795,0.00018294694,0.0006956497,0.0007013502,0.008902496],"category_scores_gemma":[0.004438918,0.00017213053,0.00013653352,0.0003222525,0.0014452345,0.00024903967,0.00022094366,0.0015780036,0.015019641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023030783,0.000042432635,0.0001086644,0.00006728729,0.000037192596,0.000011762423,0.003450832,8.8695685e-7,0.00007654741,0.324743,0.6563566,0.0150818005],"study_design_scores_gemma":[0.00007729731,0.000073248804,0.000063166626,0.000058762234,0.000010747153,9.233781e-8,0.0010730207,0.000020993199,0.00010876831,0.021208772,0.97711694,0.00018820967],"about_ca_topic_score_codex":0.00072017295,"about_ca_topic_score_gemma":0.0020877267,"teacher_disagreement_score":0.32076037,"about_ca_system_score_codex":0.0019582948,"about_ca_system_score_gemma":0.009228129,"threshold_uncertainty_score":0.9963886},"labels":[],"label_agreement":null},{"id":"W4246989912","doi":"10.18432/ari29429","title":"Storymaking Belonging","year":2019,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Southern Cross University; Office for Learning and Teaching; Australian Government; American Educational Research Association","keywords":"Indigenous; Materiality (auditing); Exhibition; Sociology; Aesthetics; Media studies; Context (archaeology); The arts; Embeddedness; Visual arts; History; Art; Anthropology; Archaeology","score_opus":0.6281804538111966,"score_gpt":0.6911329147993569,"score_spread":0.06295246098816032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246989912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72888744,0.00016876562,0.0030999973,0.011738314,0.0019119177,0.00040707013,0.0000075062544,0.00006783711,0.25371116],"genre_scores_gemma":[0.968269,0.00018626275,0.002433414,0.000087802175,0.0012957668,0.000031192725,0.0000036803713,0.00003110842,0.027661776],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912922,0.002691467,0.00042860108,0.00037776126,0.0039237016,0.0012863041],"domain_scores_gemma":[0.996645,0.001327875,0.00009400273,0.00023715958,0.0009878165,0.0007081764],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.021145778,0.00014849301,0.0002120173,0.0008398332,0.0019388177,0.00058861374,0.0014520789,0.00011258783,0.0096045835],"category_scores_gemma":[0.0011932374,0.00014231555,0.00019891636,0.00069197605,0.00067142956,0.0013676307,0.00021879778,0.0016859383,0.0025208471],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016202092,0.0018405602,0.108332805,0.00009758621,0.00090813654,0.0017775113,0.38071197,0.0018505115,0.032080505,0.33717853,0.05353401,0.08006766],"study_design_scores_gemma":[0.002178452,0.0006713492,0.028504817,0.00041589706,0.00001677231,0.00017144844,0.056155268,0.0062970584,0.0005789736,0.06420605,0.84016794,0.00063597155],"about_ca_topic_score_codex":0.000026744921,"about_ca_topic_score_gemma":0.00018322207,"teacher_disagreement_score":0.7866339,"about_ca_system_score_codex":0.0008139365,"about_ca_system_score_gemma":0.0010625368,"threshold_uncertainty_score":0.9993605},"labels":[],"label_agreement":null},{"id":"W4248640447","doi":"10.32920/ryerson.14640270","title":"Refugee Youth And Migration: Using Arts-Informed Research To Understand Changes In Their Roles And Responsibilities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Focus group; The arts; Context (archaeology); Participant observation; Sociology; Qualitative research; Interpretation (philosophy); Gender studies; Psychology; Pedagogy; Public relations; Political science; Social science; Geography","score_opus":0.8743074090408176,"score_gpt":0.6820349404314867,"score_spread":0.1922724686093309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248640447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890942,0.0011947926,0.00024892823,0.004625248,0.00009223428,0.0008297144,0.000024708397,0.000036620426,0.0038535686],"genre_scores_gemma":[0.99268883,0.0011282193,0.0045673246,0.0001343851,0.00014004525,0.00004905489,0.000005425931,0.000017364078,0.0012693669],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932766,0.003938461,0.00029793667,0.00063443463,0.001074959,0.0007775995],"domain_scores_gemma":[0.99617326,0.002555948,0.00005345385,0.00038733665,0.00040765115,0.000422351],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.017406564,0.00019023156,0.0003834612,0.0006644333,0.00056392094,0.0008326444,0.00025405324,0.0003206887,0.000078074474],"category_scores_gemma":[0.00996021,0.0001698068,0.000032308788,0.0006243333,0.0010582415,0.000254558,0.0012203075,0.0007107396,0.0000011874363],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026070193,0.000045549357,0.0061935764,0.00023230846,0.00003378717,0.000018611565,0.97545,0.000032205968,0.0013237518,0.011108073,0.000075756885,0.005225698],"study_design_scores_gemma":[0.00018816888,0.00010823173,0.004130167,0.0005403063,0.00000835999,6.633074e-7,0.9800259,0.0005355387,0.0025234194,0.008389848,0.0032633718,0.0002860495],"about_ca_topic_score_codex":0.008187898,"about_ca_topic_score_gemma":0.4397579,"teacher_disagreement_score":0.43157002,"about_ca_system_score_codex":0.0007090044,"about_ca_system_score_gemma":0.002583233,"threshold_uncertainty_score":0.99841666},"labels":[],"label_agreement":null},{"id":"W4249800419","doi":"10.24124/2012/bpgub834","title":"'Wwoofing' BC: An autoethnography.","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Autoethnography; Respite care; Gender studies; Ethnography; Witness; Sociology; Femininity; Identity (music); Space (punctuation); Participant observation; Political science; Social science; Art; Aesthetics; Anthropology; Nursing; Medicine","score_opus":0.6901234840816106,"score_gpt":0.7051487645397692,"score_spread":0.01502528045815854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249800419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2835047,0.0003873754,0.00010764401,0.000085022606,0.0013888414,0.00036069396,0.0000039449374,0.0003008008,0.713861],"genre_scores_gemma":[0.69121426,0.0001855635,0.0076092244,0.00012038757,0.0027035058,0.00027818242,0.0002962199,0.00010406045,0.29748857],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572694,0.0016303728,0.0002367451,0.0003120749,0.001072604,0.0010212457],"domain_scores_gemma":[0.9983647,0.00029137064,0.00011660792,0.0003159279,0.0002130343,0.000698394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057753865,0.00018491033,0.00025421852,0.0002708971,0.00076018996,0.0001422427,0.0005446705,0.00048350132,0.0059688236],"category_scores_gemma":[0.001125128,0.00017799021,0.00014483367,0.0005279186,0.00022732244,0.00047661594,0.000022684753,0.00043061998,0.0004578375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015432829,0.0005780619,0.01753899,0.00020249592,0.00018504445,0.000013661831,0.2109426,0.0000010275719,0.008869052,0.29453182,0.0068295305,0.4601534],"study_design_scores_gemma":[0.0001550754,0.00012172887,0.15685007,0.000060987622,0.00008280333,9.8010695e-8,0.05442514,0.000031700467,0.002328709,0.0053873532,0.7798376,0.0007187023],"about_ca_topic_score_codex":0.0090352055,"about_ca_topic_score_gemma":0.039280213,"teacher_disagreement_score":0.7730081,"about_ca_system_score_codex":0.00009545201,"about_ca_system_score_gemma":0.00067467894,"threshold_uncertainty_score":0.9975637},"labels":[],"label_agreement":null},{"id":"W4251259874","doi":"10.22215/cjcr.v1i1.40","title":"From the Editors","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Children s Rights / Revue canadienne des droits des enfants","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science","score_opus":0.10968362350369737,"score_gpt":0.41702200614193663,"score_spread":0.30733838263823926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251259874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724216,0.0004096948,0.0002663012,0.000929821,0.0026777734,0.0002215638,0.00009041183,0.000014696969,0.008147557],"genre_scores_gemma":[0.985023,0.000023652225,0.000817758,0.00019259406,0.013166308,0.000004809853,0.0000059676886,0.00003222122,0.00073366053],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553376,0.0016853315,0.00056900375,0.0002927005,0.00036998387,0.0015492189],"domain_scores_gemma":[0.9935655,0.0010963841,0.0003329465,0.00044623102,0.0006131367,0.0039457907],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047670957,0.00023638451,0.00043515366,0.0003235232,0.0021661387,0.00031776863,0.0015644098,0.00018672741,0.0006028732],"category_scores_gemma":[0.005463462,0.00017650117,0.00020728583,0.00066422403,0.0025001178,0.0005627827,0.000026428936,0.00059543515,0.000046887795],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011332934,0.000098522825,0.3705203,0.000038536833,0.0010360794,0.00086772133,0.31164414,0.00017102121,0.00023826039,0.092745654,0.059408568,0.16311787],"study_design_scores_gemma":[0.0006592707,0.00024004566,0.21993919,0.00040294544,0.0001294883,0.00011799443,0.0012546455,0.000056117184,0.00034378504,0.13587864,0.6404819,0.0004960209],"about_ca_topic_score_codex":0.6288324,"about_ca_topic_score_gemma":0.9561615,"teacher_disagreement_score":0.5810733,"about_ca_system_score_codex":0.0012652131,"about_ca_system_score_gemma":0.0019041612,"threshold_uncertainty_score":0.99913293},"labels":[],"label_agreement":null},{"id":"W4251463045","doi":"10.4324/9780203107386","title":"Participatory Action Research","year":2013,"lang":"en","type":"book","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":352,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Action (physics); Citizen journalism; Participatory action research; Sociology; Computer science; Anthropology; World Wide Web; Physics","score_opus":0.9757046957151,"score_gpt":0.8002428579077581,"score_spread":0.17546183780734192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251463045","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051219953,0.0002539398,0.00010772263,0.0006026169,0.00049673836,0.00085139077,0.0000031842437,0.00019871218,0.9969735],"genre_scores_gemma":[0.0015076272,0.00033740362,0.00040499234,0.000096247284,0.0016133857,0.00036911416,0.0000054060406,0.000050781364,0.99561507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98827857,0.0064054946,0.00031986684,0.00049815344,0.0030714818,0.0014264085],"domain_scores_gemma":[0.9951641,0.0024861721,0.00008519271,0.00053464645,0.00091976195,0.0008101254],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.021783052,0.00018265715,0.0003130525,0.00042748172,0.0011322632,0.00027516636,0.0006952262,0.00069879583,0.021859821],"category_scores_gemma":[0.005110507,0.00017429936,0.00012227535,0.00031764136,0.00207919,0.00034331827,0.00021710526,0.0015405178,0.0168141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066251623,0.000033517477,0.000031557534,0.000030438447,0.000025431636,0.0000075473267,0.002538507,2.1093518e-7,0.000059001733,0.24053127,0.7331063,0.02362957],"study_design_scores_gemma":[0.000055570596,0.00005453028,0.00006782932,0.00004393286,0.000009136028,9.312811e-8,0.0011423428,0.000021602658,0.00011351894,0.051329624,0.94697994,0.00018187218],"about_ca_topic_score_codex":0.002220238,"about_ca_topic_score_gemma":0.0024633307,"teacher_disagreement_score":0.21387362,"about_ca_system_score_codex":0.0017758626,"about_ca_system_score_gemma":0.006327103,"threshold_uncertainty_score":0.9993061},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4251503741","doi":"10.32920/ryerson.14649978","title":"Glad you're here","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Autoethnography; Grief; Context (archaeology); Betrayal; Empathy; Relevance (law); Psychology; Set (abstract data type); Psychoanalysis; Sociology; Aesthetics; Art; Social psychology; History; Psychotherapist; Political science; Gender studies; Law","score_opus":0.8177919094411398,"score_gpt":0.7171001699099627,"score_spread":0.10069173953117705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251503741","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25699463,0.001013028,0.0032869114,0.0033385265,0.0013620731,0.00047261445,0.0000095720725,0.00027248985,0.73325014],"genre_scores_gemma":[0.9123026,0.00047705302,0.017486874,0.00045817118,0.0010283558,0.00016054424,0.000016385447,0.000035068046,0.06803492],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948344,0.0026847252,0.00022838492,0.0005104338,0.0010983539,0.0006436858],"domain_scores_gemma":[0.99824184,0.0004130961,0.00007255804,0.00054196117,0.00028860054,0.00044193337],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004521926,0.00015942026,0.00030863952,0.00006673728,0.0003388031,0.00043731756,0.0007224817,0.000433578,0.009603493],"category_scores_gemma":[0.00436504,0.00015557568,0.00018207174,0.0002616604,0.0003859801,0.00011291531,0.0011372545,0.0008157319,0.00022929274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010202233,0.0014685114,0.08943301,0.0012252331,0.0009636938,0.0011936033,0.23742466,0.00033962875,0.0026320026,0.23359631,0.07899754,0.3526238],"study_design_scores_gemma":[0.00035265277,0.000063057516,0.008918867,0.00038047082,0.00007702648,6.1440375e-7,0.12696603,0.000677266,0.0035970607,0.021904083,0.83580357,0.0012592812],"about_ca_topic_score_codex":0.008769345,"about_ca_topic_score_gemma":0.010427886,"teacher_disagreement_score":0.7568061,"about_ca_system_score_codex":0.00028031186,"about_ca_system_score_gemma":0.002408261,"threshold_uncertainty_score":0.99783134},"labels":[],"label_agreement":null},{"id":"W4251704667","doi":"10.1093/oxfordhb/9780199678402.013.44","title":"Immanent Accounts","year":2014,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Philosophy","score_opus":0.3875847366908968,"score_gpt":0.4759695035309613,"score_spread":0.08838476684006447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251704667","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001337183,0.000033677865,0.00070912176,0.000040868526,0.0002597434,0.00040811778,0.000042007374,0.00014098523,0.99823177],"genre_scores_gemma":[0.0014444166,0.0002584656,0.0002813039,0.000060908682,0.000290845,0.0000012146286,0.0000059597946,0.00003556771,0.9976213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751556,0.00040686698,0.00015725491,0.00043409585,0.00091347034,0.0005727492],"domain_scores_gemma":[0.9984108,0.0003028958,0.00018426414,0.00046460208,0.00020778927,0.00042961637],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012930015,0.0002507269,0.00035378805,0.00017255578,0.0006624757,0.000088453286,0.0009388903,0.00048504362,0.00032426065],"category_scores_gemma":[0.00013369937,0.0002995933,0.00019890223,0.000010284891,0.0008287448,0.000095315474,0.00040777723,0.0005192088,0.00001878508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005513149,0.0000060068382,0.000006884788,0.000024704806,0.000065454245,0.00006099263,0.0010178062,9.1268566e-7,0.00000926308,0.979536,0.00346282,0.01575405],"study_design_scores_gemma":[0.0002134699,0.00004035681,0.000011638308,0.000069369984,0.00007136323,3.278422e-7,0.00011838851,0.000013917954,0.000035626366,0.0020110463,0.99711126,0.00030322495],"about_ca_topic_score_codex":0.00057875906,"about_ca_topic_score_gemma":0.00036488325,"teacher_disagreement_score":0.99364847,"about_ca_system_score_codex":0.00047468665,"about_ca_system_score_gemma":0.00042071345,"threshold_uncertainty_score":0.99994564},"labels":[],"label_agreement":null},{"id":"W4252713914","doi":"10.32920/ryerson.14648220.v1","title":"Bikes and Belonging: A Photographic Exploration of the Bike Host Program in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Destinations; Immigration; Refugee; Neighbourhood (mathematics); Host (biology); Geography; Sociology; Advertising; Psychology; Visual arts; Engineering; Transport engineering; Tourism; Business; Art; Archaeology","score_opus":0.5098870925815373,"score_gpt":0.6210695141630085,"score_spread":0.11118242158147118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252713914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98221904,0.0013270394,0.0003580173,0.0006930816,0.00025550992,0.0014927444,0.0000037304083,0.000059888884,0.013590966],"genre_scores_gemma":[0.99461395,0.0010789518,0.0034711272,0.000023893675,0.000043427826,0.0005047141,0.000001951786,0.000009601877,0.00025239366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660665,0.0018325906,0.00027355997,0.00032612975,0.0006379882,0.00032308375],"domain_scores_gemma":[0.9990181,0.00025238705,0.000119414464,0.0003271314,0.00016831972,0.00011466101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003247113,0.000120307865,0.0002489009,0.000084704785,0.00015514328,0.00017537842,0.00035358488,0.00020474874,0.00014335054],"category_scores_gemma":[0.0015523168,0.00009074233,0.000095272895,0.00045792214,0.0005563676,0.00033861445,0.0005626402,0.0002945005,3.370962e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000829372,0.0017708872,0.43778086,0.0008880648,0.00021027173,0.000019875979,0.30386275,0.00004165984,0.016922241,0.0587493,0.000112795,0.17955835],"study_design_scores_gemma":[0.0011596336,0.00043963033,0.5452455,0.0020774626,0.00013194134,6.151481e-7,0.37705657,0.004215898,0.039497107,0.016661279,0.012071053,0.001443272],"about_ca_topic_score_codex":0.07679979,"about_ca_topic_score_gemma":0.37473488,"teacher_disagreement_score":0.2979351,"about_ca_system_score_codex":0.00018876363,"about_ca_system_score_gemma":0.0006547654,"threshold_uncertainty_score":0.9293479},"labels":[],"label_agreement":null},{"id":"W4254523373","doi":"10.1332/policypress/9781447330288.001.0001","title":"The Impact of Co-Production","year":2017,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Production (economics); Public relations; Social justice; Political science; Economic Justice; Sociology; Media studies; Social science; Engineering; Law","score_opus":0.7623068939762256,"score_gpt":0.7133394408132724,"score_spread":0.048967453162953256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254523373","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025595276,0.00032432092,0.0000072240014,0.00009598618,0.00022522864,0.0005543216,0.00005093904,0.000041441643,0.99844456],"genre_scores_gemma":[0.004849175,0.00026537504,0.000027818132,0.000007412196,0.0027615882,0.00006792382,0.0000023501964,0.000033011136,0.9919853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671143,0.0012373899,0.00027762493,0.00026736638,0.0008617957,0.00064439],"domain_scores_gemma":[0.9972871,0.00071682065,0.00048849214,0.0009868201,0.000261554,0.0002592168],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0043128473,0.00018793454,0.00032500265,0.00011346115,0.0013632248,0.0002065537,0.0011972453,0.0002720652,0.000017885399],"category_scores_gemma":[0.0082963165,0.00012984117,0.00028221126,0.000012210319,0.0028579535,0.00007977727,0.0001478828,0.00043829452,0.000021321639],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013562702,0.00003339507,0.00006870353,0.000084886575,0.0004140544,0.000004921289,0.016043076,0.0000072050857,0.00048372074,0.5556436,0.32800865,0.09907216],"study_design_scores_gemma":[0.00007116783,0.000058131176,0.00022335963,0.00006129664,0.000020746262,3.9314438e-7,0.000022584276,0.0000046026,0.0012661632,0.033762172,0.96437216,0.00013722491],"about_ca_topic_score_codex":0.036929753,"about_ca_topic_score_gemma":0.00071660767,"teacher_disagreement_score":0.6363635,"about_ca_system_score_codex":0.0006168124,"about_ca_system_score_gemma":0.0056749387,"threshold_uncertainty_score":0.999962},"labels":[],"label_agreement":null},{"id":"W4255051656","doi":"10.32920/ryerson.14652729","title":"Children and inquiry: researchers’ reflections on research involving children","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Education and Early Childhood Development","funders":"","keywords":"Thematic analysis; Research design; Qualitative research; Psychology; Reflection (computer programming); Descriptive research; Best practice; Descriptive statistics; Medical education; Computer science; Sociology; Medicine; Political science; Social science","score_opus":0.9148747878272018,"score_gpt":0.7459486821961011,"score_spread":0.16892610563110066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255051656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93773234,0.0013565287,0.00015552786,0.0032346807,0.0004506575,0.001576788,0.000021314756,0.00023265842,0.055239476],"genre_scores_gemma":[0.9834156,0.003691232,0.004506619,0.00020362108,0.0022212663,0.00031877885,0.00006446394,0.00007449725,0.005503943],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97572803,0.017162219,0.00041718397,0.0014312938,0.003483538,0.0017777125],"domain_scores_gemma":[0.9940789,0.0027077282,0.00009146181,0.0010850915,0.0009433883,0.0010934493],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.033596464,0.0003002918,0.00048162483,0.0009795239,0.002663909,0.0015704155,0.0011901854,0.0007922884,0.00071437174],"category_scores_gemma":[0.022578789,0.00030267503,0.00015175666,0.0014576674,0.0030784865,0.00028531638,0.0035469946,0.005067154,0.00009618214],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035682306,0.002085771,0.25160977,0.0002305677,0.0016638319,0.00012879379,0.4056159,0.00016553055,0.003121279,0.19739883,0.05770241,0.07992049],"study_design_scores_gemma":[0.0008214357,0.0005848292,0.90351754,0.0009074528,0.000059266556,0.000006361736,0.049664177,0.00011854688,0.0026585015,0.03309283,0.007198409,0.0013706223],"about_ca_topic_score_codex":0.0407421,"about_ca_topic_score_gemma":0.014288603,"teacher_disagreement_score":0.6519078,"about_ca_system_score_codex":0.0009805278,"about_ca_system_score_gemma":0.0035295389,"threshold_uncertainty_score":0.99994254},"labels":[],"label_agreement":null},{"id":"W4255299978","doi":"10.32920/ryerson.14648220","title":"Bikes and Belonging: A Photographic Exploration of the Bike Host Program in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Destinations; Immigration; Refugee; Neighbourhood (mathematics); Host (biology); Sociology; Advertising; Psychology; Geography; Engineering; Transport engineering; Business; Tourism; Archaeology","score_opus":0.5098870925815373,"score_gpt":0.6210695141630085,"score_spread":0.11118242158147118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255299978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98221904,0.0013270394,0.0003580173,0.0006930816,0.00025550992,0.0014927444,0.0000037304083,0.000059888884,0.013590966],"genre_scores_gemma":[0.99461395,0.0010789518,0.0034711272,0.000023893675,0.000043427826,0.0005047141,0.000001951786,0.000009601877,0.00025239366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660665,0.0018325906,0.00027355997,0.00032612975,0.0006379882,0.00032308375],"domain_scores_gemma":[0.9990181,0.00025238705,0.000119414464,0.0003271314,0.00016831972,0.00011466101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003247113,0.000120307865,0.0002489009,0.000084704785,0.00015514328,0.00017537842,0.00035358488,0.00020474874,0.00014335054],"category_scores_gemma":[0.0015523168,0.00009074233,0.000095272895,0.00045792214,0.0005563676,0.00033861445,0.0005626402,0.0002945005,3.370962e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000829372,0.0017708872,0.43778086,0.0008880648,0.00021027173,0.000019875979,0.30386275,0.00004165984,0.016922241,0.0587493,0.000112795,0.17955835],"study_design_scores_gemma":[0.0011596336,0.00043963033,0.5452455,0.0020774626,0.00013194134,6.151481e-7,0.37705657,0.004215898,0.039497107,0.016661279,0.012071053,0.001443272],"about_ca_topic_score_codex":0.07679979,"about_ca_topic_score_gemma":0.37473488,"teacher_disagreement_score":0.2979351,"about_ca_system_score_codex":0.00018876363,"about_ca_system_score_gemma":0.0006547654,"threshold_uncertainty_score":0.9293479},"labels":[],"label_agreement":null},{"id":"W4255627851","doi":"10.32920/ryerson.14640270.v1","title":"Refugee Youth And Migration: Using Arts-Informed Research To Understand Changes In Their Roles And Responsibilities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Focus group; The arts; Context (archaeology); Participant observation; Qualitative research; Sociology; Interpretation (philosophy); Pedagogy; Psychology; Gender studies; Public relations; Political science; Social science; Geography","score_opus":0.8743074090408176,"score_gpt":0.6820349404314867,"score_spread":0.1922724686093309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255627851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890942,0.0011947926,0.00024892823,0.004625248,0.00009223428,0.0008297144,0.000024708397,0.000036620426,0.0038535686],"genre_scores_gemma":[0.99268883,0.0011282193,0.0045673246,0.0001343851,0.00014004525,0.00004905489,0.000005425931,0.000017364078,0.0012693669],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932766,0.003938461,0.00029793667,0.00063443463,0.001074959,0.0007775995],"domain_scores_gemma":[0.99617326,0.002555948,0.00005345385,0.00038733665,0.00040765115,0.000422351],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.017406564,0.00019023156,0.0003834612,0.0006644333,0.00056392094,0.0008326444,0.00025405324,0.0003206887,0.000078074474],"category_scores_gemma":[0.00996021,0.0001698068,0.000032308788,0.0006243333,0.0010582415,0.000254558,0.0012203075,0.0007107396,0.0000011874363],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026070193,0.000045549357,0.0061935764,0.00023230846,0.00003378717,0.000018611565,0.97545,0.000032205968,0.0013237518,0.011108073,0.000075756885,0.005225698],"study_design_scores_gemma":[0.00018816888,0.00010823173,0.004130167,0.0005403063,0.00000835999,6.633074e-7,0.9800259,0.0005355387,0.0025234194,0.008389848,0.0032633718,0.0002860495],"about_ca_topic_score_codex":0.008187898,"about_ca_topic_score_gemma":0.4397579,"teacher_disagreement_score":0.43157002,"about_ca_system_score_codex":0.0007090044,"about_ca_system_score_gemma":0.002583233,"threshold_uncertainty_score":0.99841666},"labels":[],"label_agreement":null},{"id":"W42571729","doi":"10.1007/978-1-4020-6416-6_13","title":"Participatory Pedagogy in Environmental Education: Reproduction or Disruption?","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Agency (philosophy); Hegemony; Explication; Subject (documents); Sociology; Citizen journalism; Subjectivity; Participatory action research; Reproduction; Pedagogy; Political science; Epistemology; Social science; Politics; Law; Ecology","score_opus":0.6714547682056963,"score_gpt":0.6681024629455239,"score_spread":0.0033523052601723835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W42571729","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056295595,0.0007029093,0.00012952827,0.0005898759,0.00091780355,0.00070417376,0.000006382973,0.00008053223,0.99123925],"genre_scores_gemma":[0.034902684,0.0007244648,0.0007923012,0.00017561052,0.0014002912,0.0000867523,0.000015177559,0.000041361207,0.9618614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969673,0.00044604475,0.0004741194,0.0006466059,0.00091471465,0.0005511864],"domain_scores_gemma":[0.998686,0.00029637435,0.00014737916,0.00048047435,0.000041813764,0.0003479493],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005406325,0.0002107236,0.00027838617,0.0003177074,0.00026351548,0.00004531857,0.00024142207,0.00038348028,0.020714676],"category_scores_gemma":[0.000778039,0.00019970954,0.0000874199,0.00008141317,0.0007789324,0.00023568494,0.00008131929,0.00048019583,0.0009971741],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021947677,0.000510809,0.0043786033,0.000046731802,0.00004563126,0.00006275824,0.0122909965,0.000003372437,0.00011077144,0.605075,0.0047601457,0.37249568],"study_design_scores_gemma":[0.00010541983,0.0000683752,0.0026149792,0.00004545099,0.000019678835,0.000002069075,0.0028975515,0.0000044532717,0.000056485325,0.0080184005,0.9858877,0.00027945364],"about_ca_topic_score_codex":0.0005898602,"about_ca_topic_score_gemma":0.0069301534,"teacher_disagreement_score":0.98112756,"about_ca_system_score_codex":0.0010684751,"about_ca_system_score_gemma":0.001930944,"threshold_uncertainty_score":0.99978065},"labels":[],"label_agreement":null},{"id":"W4280506520","doi":"10.18357/anthropologica6412022364","title":"Image, Touch, Possibilities: A Photograph from the 2013 Bulgarian Protests Travels the World","year":2022,"lang":"en","type":"article","venue":"Anthropologica","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Attunement; Visual arts; Anticipation (artificial intelligence); Ethnography; Flourishing; Girl; Art; Bulgarian; Gesture; Media studies; Sociology; Computer science; Psychology; Artificial intelligence; Anthropology","score_opus":0.39904120117455544,"score_gpt":0.5837566260694876,"score_spread":0.1847154248949322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280506520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78916264,0.0014557685,0.00042091843,0.13906164,0.0016408677,0.0038925158,0.00024907774,0.00036007597,0.06375652],"genre_scores_gemma":[0.9880415,0.00025010278,0.0016309565,0.0021571142,0.0005194883,0.0012667106,0.0000057860725,0.00001877893,0.0061095497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900322,0.00756262,0.00027107756,0.00042053594,0.0009233564,0.00079021364],"domain_scores_gemma":[0.9943534,0.0046678297,0.00012448114,0.00062232267,0.000067018926,0.00016491723],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004686819,0.00015741878,0.00020767687,0.000059967406,0.009166081,0.00022652485,0.0014627489,0.000051823357,0.030872028],"category_scores_gemma":[0.0019461493,0.00008609178,0.00016207417,0.001102235,0.006077103,0.0001464983,0.00043615297,0.000677603,0.0000770807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007200005,0.0017039661,0.032815896,0.000018766423,0.00039646908,0.00022326442,0.37655318,0.000017055057,0.012694744,0.10154065,0.4418772,0.031438805],"study_design_scores_gemma":[0.00030078576,0.00031423513,0.022380132,0.000010452917,0.00003130288,0.0000016414538,0.20335178,0.0001053855,0.0011498778,0.036766566,0.7352963,0.0002915362],"about_ca_topic_score_codex":0.04629341,"about_ca_topic_score_gemma":0.016015822,"teacher_disagreement_score":0.29341912,"about_ca_system_score_codex":0.000103663115,"about_ca_system_score_gemma":0.00034282898,"threshold_uncertainty_score":0.9966278},"labels":[],"label_agreement":null},{"id":"W4280522018","doi":"10.1177/00178969221099213","title":"Methodological reflections on the use of photovoice in school health research","year":2022,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Reflexivity; Context (archaeology); Conversation; Feeling; Nova scotia; Sociology; Photo elicitation; Qualitative research; Pedagogy; Psychology; Medical education; Medicine; Social psychology; Social science","score_opus":0.992180165778373,"score_gpt":0.840214734827159,"score_spread":0.15196543095121395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280522018","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46565706,0.0010461285,0.00101694,0.5239292,0.0020911377,0.0018532579,0.000011544662,0.00002874617,0.0043660523],"genre_scores_gemma":[0.9293306,0.0022336596,0.03329762,0.029727126,0.0010014026,0.00092672353,0.0000028350405,0.000027070275,0.0034529583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.91226834,0.084437124,0.00060586096,0.00019396673,0.0017074164,0.00078729814],"domain_scores_gemma":[0.9884294,0.009689014,0.0003317827,0.00023827677,0.00040387787,0.00090759905],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10570576,0.000058082984,0.00019368464,0.00056866696,0.004507888,0.000095654905,0.0003940194,0.00003316723,0.0024659387],"category_scores_gemma":[0.055985667,0.00004551295,0.000051879826,0.0021513014,0.00029952303,0.00016537984,0.00007662532,0.0023431496,0.000016021446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051662896,0.0038184917,0.016697727,0.00008123802,0.00002764259,0.0000047577273,0.18478261,0.0009626612,0.0005510902,0.19689646,0.47898048,0.11668019],"study_design_scores_gemma":[0.000120268196,0.0007287547,0.031576976,0.000052824988,6.9046985e-7,0.000010248447,0.06576864,0.00003311921,0.00002394797,0.008025966,0.8936076,0.00005097665],"about_ca_topic_score_codex":0.008439059,"about_ca_topic_score_gemma":0.0014400665,"teacher_disagreement_score":0.49420202,"about_ca_system_score_codex":0.0029506653,"about_ca_system_score_gemma":0.03190193,"threshold_uncertainty_score":0.99995846},"labels":[],"label_agreement":null},{"id":"W4280522274","doi":"10.1177/16094069221095656","title":"Virtual Photovoice With Older Adults: Methodological Reflections during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Photovoice; Participatory action research; Pandemic; Popularity; Data collection; Qualitative research; Psychology; Coronavirus disease 2019 (COVID-19); Mental health; Medical education; Public relations; Sociology; Medicine; Political science; Social psychology; Social science; Disease","score_opus":0.9566684701350056,"score_gpt":0.8074285197333524,"score_spread":0.14923995040165317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280522274","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3912579,0.00023710697,0.5978897,0.007897832,0.0010841284,0.00030712917,0.000036118712,0.000041840263,0.001248195],"genre_scores_gemma":[0.6334128,0.000108676584,0.36148918,0.0025899252,0.0006898614,0.00019475176,0.0000021479307,0.000026313322,0.0014864017],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.89693874,0.09931078,0.0007051989,0.0002654822,0.00238392,0.00039589955],"domain_scores_gemma":[0.9663479,0.031221218,0.00079217495,0.0001621223,0.0010720198,0.00040456472],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.096467584,0.00015158577,0.0003356404,0.00036384942,0.0014794718,0.00010642596,0.0013375405,0.000058038655,0.0017082284],"category_scores_gemma":[0.047799915,0.00010023447,0.0002142075,0.0007572335,0.0010419583,0.00034172813,0.00026911113,0.0011959235,0.0000038729654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005131188,0.0004822432,0.0055673025,0.000015616984,0.0009887018,0.00022666926,0.90863043,0.0020354586,0.011966628,0.044279885,0.00076666154,0.019909205],"study_design_scores_gemma":[0.0026132585,0.0011167419,0.0056653046,0.00004413815,0.00007209184,0.00043956158,0.74801177,0.000097315686,0.0012985802,0.01652554,0.2237839,0.00033179828],"about_ca_topic_score_codex":0.000767592,"about_ca_topic_score_gemma":0.0002487358,"teacher_disagreement_score":0.24215485,"about_ca_system_score_codex":0.0016568251,"about_ca_system_score_gemma":0.0013684788,"threshold_uncertainty_score":0.9998205},"labels":[],"label_agreement":null},{"id":"W4280582875","doi":"10.18357/anthropologica64120221045","title":"Appréhender les vulnérabilités en santé au Brésil : Usages pluriels de la photographie","year":2022,"lang":"fr","type":"article","venue":"Anthropologica","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.3888737220053556,"score_gpt":0.6130467063612476,"score_spread":0.224172984355892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280582875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86232555,0.01201981,0.0018634605,0.014371406,0.001804201,0.0006540834,0.00011794892,0.00022702101,0.10661652],"genre_scores_gemma":[0.9842621,0.0043588043,0.0026212106,0.00044742392,0.00060573046,0.00033370274,0.000004235066,0.000036990474,0.007329794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9694175,0.02650696,0.0004534966,0.0007589353,0.0010926276,0.0017704729],"domain_scores_gemma":[0.9915849,0.0071451496,0.00017946267,0.00049686246,0.000060111528,0.0005334881],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.011872301,0.00033998495,0.00049963745,0.00020426558,0.0080005275,0.0001168328,0.0011494086,0.00041706738,0.04134633],"category_scores_gemma":[0.0035018593,0.00033699724,0.00033524408,0.0016344988,0.019032605,0.00023941028,0.00086525007,0.0014296598,0.00007880556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024382817,0.003576052,0.15561125,0.0001565831,0.0003988078,0.00073123164,0.15737967,0.00028776831,0.008420874,0.4380762,0.018002221,0.2171155],"study_design_scores_gemma":[0.00045763396,0.0011170898,0.029883029,0.000024310946,0.0000957531,0.00003309076,0.17487882,0.0003255206,0.0029286363,0.05358719,0.7360695,0.0005993975],"about_ca_topic_score_codex":0.024103466,"about_ca_topic_score_gemma":0.0007282885,"teacher_disagreement_score":0.7180673,"about_ca_system_score_codex":0.0007975845,"about_ca_system_score_gemma":0.0010582578,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W4281476398","doi":"10.32920/ifmj.v2i2.1583","title":"Exhibition of a VR Experimental Documentary","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Filmmaking; Exhibition; Storytelling; Visual arts; Animation; Perspective (graphical); Digital storytelling; Action (physics); Session (web analytics); Visual research; Narrative; Sociology; Aesthetics; Art; Computer science; Movie theater; Pedagogy; World Wide Web; Literature","score_opus":0.32864936723651217,"score_gpt":0.6011872971075511,"score_spread":0.272537929871039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281476398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889895,0.0004235695,0.00010025223,0.0002945375,0.00073538726,0.000088421286,0.0000145521235,0.000005866115,0.00934792],"genre_scores_gemma":[0.9990563,0.00006743986,0.00034239455,0.00011305367,0.00021618576,0.00002482197,0.000001596341,0.000004539514,0.00017370473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977865,0.0012081306,0.00015932445,0.00008736486,0.0005595296,0.00019912106],"domain_scores_gemma":[0.999071,0.0005078214,0.00011368549,0.000039419552,0.0000640996,0.00020395027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016786362,0.00004903247,0.000103623934,0.00010957244,0.00050118606,0.00003518254,0.00011473921,0.000015129183,0.005826744],"category_scores_gemma":[0.000614388,0.00004706299,0.00004820353,0.00010286909,0.00020857951,0.00035980594,0.00010236553,0.00034193994,0.0000031758966],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014534602,0.0011116618,0.00603302,0.000012088782,0.00017737757,0.0002824251,0.63983935,0.000017040926,0.23092577,0.005996628,0.012079769,0.1020714],"study_design_scores_gemma":[0.0016821153,0.0012958855,0.00696163,0.00008587054,0.00003323036,0.00016778112,0.61263007,0.00018461946,0.14017287,0.0067454665,0.22976144,0.00027902672],"about_ca_topic_score_codex":0.00020160114,"about_ca_topic_score_gemma":0.000032926102,"teacher_disagreement_score":0.21768168,"about_ca_system_score_codex":0.00022180563,"about_ca_system_score_gemma":0.0001969066,"threshold_uncertainty_score":0.9950821},"labels":[],"label_agreement":null},{"id":"W4281610752","doi":"10.1386/jaah_00101_1","title":"Bodies becoming art: Using a Deleuzian approach to explore the bodies and health of gay men","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Arts and Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Mount Saint Vincent University","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Harm; Set (abstract data type); Psychology; Aesthetics; Sociology; Gender studies; Social psychology; Visual arts; Art","score_opus":0.8124863669426095,"score_gpt":0.6317806973326388,"score_spread":0.1807056696099707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281610752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8957942,0.005062115,0.0034804435,0.06829277,0.00025022848,0.0015574638,0.000013773521,0.000021145648,0.02552786],"genre_scores_gemma":[0.98708355,0.00064153137,0.010230852,0.0017541881,0.0001889046,0.000021042322,2.9951835e-7,0.000010545626,0.00006907699],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99781793,0.00047278148,0.0004880342,0.00014295988,0.0006378942,0.00044038647],"domain_scores_gemma":[0.99877757,0.00017363316,0.0004611194,0.00009669481,0.000060428174,0.00043054673],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013219481,0.00008809864,0.00039455682,0.000143959,0.0018825483,0.000060546357,0.00016652109,0.000018008812,0.000015001509],"category_scores_gemma":[0.000066888664,0.000062119994,0.000039995433,0.00010622706,0.00022980775,0.00009076275,0.00015700592,0.00031063557,2.4328327e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026644111,0.00031291027,0.0055180243,0.0003035073,0.00009682855,0.0000037890245,0.85014623,0.00056740834,0.0003203361,0.072999224,0.017993046,0.051472235],"study_design_scores_gemma":[0.0013161198,0.0017051905,0.020323697,0.00014356202,0.000032010932,0.00003566303,0.6797037,0.0017951707,0.00011998873,0.016015531,0.27848712,0.00032224407],"about_ca_topic_score_codex":0.0005534609,"about_ca_topic_score_gemma":0.00045769525,"teacher_disagreement_score":0.26049408,"about_ca_system_score_codex":0.0002446828,"about_ca_system_score_gemma":0.00090424664,"threshold_uncertainty_score":0.9994169},"labels":[],"label_agreement":null},{"id":"W4281653565","doi":"10.3224/ijar.v18i1.06","title":"Articulating inherent values of action research for newcomers coming from the field of territorial development","year":2022,"lang":"en","type":"article","venue":"IJAR – International Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Action (physics); Field (mathematics); Value (mathematics); Sociology; Action research; Process (computing); Epistemology; Political science; Law; Pedagogy; Computer science","score_opus":0.8968313252261468,"score_gpt":0.7712782516196353,"score_spread":0.12555307360651158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281653565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98637545,0.00007732695,0.003573141,0.0062485267,0.0027816703,0.00039755178,0.000014661538,0.000005230643,0.00052643346],"genre_scores_gemma":[0.9957482,0.00005319627,0.0021517496,0.00002750722,0.001730989,0.000056214543,0.0000034278241,0.00001006041,0.00021866131],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884252,0.004895646,0.00069313,0.00015491495,0.005446959,0.0003841527],"domain_scores_gemma":[0.9838767,0.012230701,0.00041097697,0.00013221215,0.0032186531,0.00013076646],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.028739138,0.00006558003,0.0001826123,0.0005368023,0.0010266295,0.00010378561,0.00089464127,0.000060590704,0.0005745113],"category_scores_gemma":[0.014570908,0.00005495252,0.0001300244,0.0005242032,0.00034961256,0.00031241096,0.0003325669,0.0010259905,0.0000021999272],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009741568,0.0017348089,0.050772667,0.00009734402,0.0015697633,0.000034236884,0.09952544,0.004190817,0.35373434,0.012265791,0.05358585,0.41274735],"study_design_scores_gemma":[0.0024298928,0.0015826464,0.021582697,0.00030053596,0.000028779712,0.0000061058054,0.15186317,0.0035910937,0.31189153,0.014572003,0.49194145,0.00021009479],"about_ca_topic_score_codex":0.0037686834,"about_ca_topic_score_gemma":0.00047171005,"teacher_disagreement_score":0.4383556,"about_ca_system_score_codex":0.0010772733,"about_ca_system_score_gemma":0.0015847081,"threshold_uncertainty_score":0.99604684},"labels":[],"label_agreement":null},{"id":"W4281722979","doi":"10.1016/j.healthplace.2022.102817","title":"Envisioning healthy futures: Youth perceptions of justice-oriented environments and communities in Northern British Columbia Canada","year":2022,"lang":"en","type":"article","venue":"Health & Place","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Photovoice; Environmental justice; Indigenous; Economic Justice; Sociology; Perception; Futures contract; Perspective (graphical); Youth studies; Youth engagement; Criminology; Public relations; Gender studies; Political science; Psychology; Ecology; Economic growth","score_opus":0.19504271945383814,"score_gpt":0.49186444091096826,"score_spread":0.29682172145713015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281722979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726206,0.000783193,0.000042491414,0.00075206097,0.0001765907,0.00040616686,0.000241706,0.00001198425,0.00032372665],"genre_scores_gemma":[0.9975707,0.00056400755,0.00028159513,0.00086782785,0.00003256105,0.000063443644,0.00003340586,0.000011757162,0.0005747234],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9940419,0.0040586796,0.0003482947,0.00016818482,0.0008010585,0.0005818906],"domain_scores_gemma":[0.99865085,0.0006494021,0.00014212029,0.00017224888,0.000022943868,0.0003624561],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039434037,0.00006228592,0.00022305197,0.000049106533,0.0029777696,0.00004507267,0.00020466358,0.00003265258,0.00044202333],"category_scores_gemma":[0.00039254004,0.00010569493,0.00001729634,0.00029157818,0.00029514142,0.00007970293,0.00017901264,0.0004523085,7.3581333e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007200445,0.00024146821,0.68799865,0.00015998815,0.000010110099,0.000015975418,0.29767382,0.00036555543,0.000006926006,0.000112825546,0.002824251,0.010518442],"study_design_scores_gemma":[0.00042478772,0.00021044143,0.21824624,0.0000508988,0.000006279591,0.000001961882,0.73240495,0.00020562673,1.7116174e-7,0.000017588405,0.048329107,0.00010194598],"about_ca_topic_score_codex":0.9958279,"about_ca_topic_score_gemma":0.9997654,"teacher_disagreement_score":0.4697524,"about_ca_system_score_codex":0.0014292434,"about_ca_system_score_gemma":0.0031717948,"threshold_uncertainty_score":0.9983202},"labels":[],"label_agreement":null},{"id":"W4281728639","doi":"10.1177/10778004221097677","title":"Through a Glass Brightly: Generative Ethical Tensions in Research-Based Theatre","year":2022,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; The arts; Generative grammar; Pedagogy; Set (abstract data type); Qualitative research; Engineering ethics; Visual arts; Social science; Linguistics; Art; Computer science; Philosophy","score_opus":0.9387596868903839,"score_gpt":0.7775809310323362,"score_spread":0.16117875585804775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281728639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8245317,0.0005333894,0.009544565,0.1246459,0.0009529032,0.0019313967,0.0001357901,0.00021434046,0.03751004],"genre_scores_gemma":[0.9868676,0.000014744119,0.0077464744,0.0032562437,0.00029126706,0.00094966113,0.000013462753,0.000029892775,0.00083065504],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.90054387,0.09430629,0.00045690543,0.00062179717,0.0028852848,0.0011858426],"domain_scores_gemma":[0.9828742,0.015922781,0.00009150072,0.00035044312,0.0005027296,0.00025832266],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05053029,0.00016730912,0.0003569985,0.00037189724,0.0026925788,0.000087520435,0.0006613269,0.0002124568,0.0013662428],"category_scores_gemma":[0.011124382,0.00015872848,0.00011800874,0.0025863822,0.006245222,0.00024533088,0.0003791877,0.0030375023,0.00011850777],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014830603,0.00026065583,0.00018167167,0.000008260427,0.000016900218,0.00007861131,0.641998,0.00016147942,0.0014682745,0.34295702,0.012073813,0.0006470202],"study_design_scores_gemma":[0.0006743147,0.0004815617,0.00045809906,0.000033016393,0.0000049280866,4.556644e-7,0.6255742,0.0006975907,0.00096330617,0.22527733,0.14557356,0.00026169117],"about_ca_topic_score_codex":0.004827292,"about_ca_topic_score_gemma":0.002760608,"teacher_disagreement_score":0.16233593,"about_ca_system_score_codex":0.0012306431,"about_ca_system_score_gemma":0.0024797511,"threshold_uncertainty_score":0.99954665},"labels":[],"label_agreement":null},{"id":"W4281759064","doi":"10.1186/s12887-022-03391-2","title":"What is the state of children’s participation in qualitative research on health interventions?: a scoping study","year":2022,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Loma Linda University","keywords":"Medicine; Psychological intervention; Qualitative research; Nursing","score_opus":0.8300450148259007,"score_gpt":0.7641932506416763,"score_spread":0.06585176418422434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281759064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945905,0.0012394307,0.00023152844,0.0015040742,0.0002046399,0.0021160487,0.00002260373,0.000015811725,0.00007534067],"genre_scores_gemma":[0.9982537,0.0004819209,0.00014689578,0.00010022128,0.00007185307,0.0007297698,0.000002513131,0.000010290392,0.00020281527],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9528643,0.04291021,0.0006726798,0.00033654808,0.0025167693,0.000699485],"domain_scores_gemma":[0.99351335,0.0056243716,0.00023006674,0.0002853475,0.00021172839,0.00013515771],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.067654446,0.00007540413,0.00021275833,0.00052320206,0.0011297023,0.000111776135,0.00046944755,0.000018385992,0.00010960999],"category_scores_gemma":[0.005456227,0.000066426044,0.0000855304,0.00268304,0.00025346002,0.00027748456,0.0003152524,0.0005781389,0.000012833957],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013998273,0.001861006,0.13391283,0.00012362163,0.00001210171,0.0000013647316,0.85462815,0.0009617499,0.0000012062608,0.0015333839,0.0006339839,0.006190615],"study_design_scores_gemma":[0.0009206205,0.002620316,0.23743466,0.00019984327,0.000012765119,7.941513e-8,0.75207204,0.0002856994,0.0000274374,0.0061610164,0.00010538004,0.00016014218],"about_ca_topic_score_codex":0.007030342,"about_ca_topic_score_gemma":0.016028624,"teacher_disagreement_score":0.10352182,"about_ca_system_score_codex":0.00064090226,"about_ca_system_score_gemma":0.0014444081,"threshold_uncertainty_score":0.99958193},"labels":[],"label_agreement":null},{"id":"W4282046474","doi":"10.1177/10778004221099567","title":"Engagement, Authenticity, and Advocacy in “Youth Uncensored”: Ethics in Applied Theater Research With Street-Involved Youth","year":2022,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Rehearsing; Youth engagement; Positive Youth Development; Public relations; Service provider; Sociology; Service (business); Negotiation; Service-learning; Youth studies; Reading (process); Psychology; Political science; Pedagogy; Business; Visual arts; Gender studies; Marketing","score_opus":0.8912342069637396,"score_gpt":0.6903651865719135,"score_spread":0.20086902039182608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282046474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99255526,0.00008511236,0.00026685128,0.0007858156,0.0000823559,0.0010110191,0.000054221793,0.000042420157,0.0051169726],"genre_scores_gemma":[0.99825597,0.000031207124,0.0009111251,0.00020150271,0.00007274144,0.00033886044,0.000024634573,0.000029849241,0.00013412564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94532865,0.0496456,0.00048427325,0.000690618,0.0026365572,0.0012143068],"domain_scores_gemma":[0.9923003,0.006832865,0.00010268889,0.0003114229,0.00020162696,0.00025113416],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.08094414,0.00018684538,0.00034528386,0.0006355759,0.0012448898,0.000109471395,0.00052746147,0.00012245732,0.00020321932],"category_scores_gemma":[0.0049840966,0.00017197257,0.0000315136,0.0018220261,0.0030826759,0.00019604848,0.00061170076,0.002621481,0.000010911785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003624267,0.00023845096,0.021266554,0.000029817524,0.000019459963,0.000020489706,0.93137455,0.000033997876,0.00012989079,0.045948952,0.000043865108,0.0005315568],"study_design_scores_gemma":[0.0010633401,0.00033031323,0.0057224096,0.00004831153,0.000007748153,2.2193866e-8,0.977926,0.00006658773,0.00016882265,0.014034737,0.00041531495,0.00021640597],"about_ca_topic_score_codex":0.008848116,"about_ca_topic_score_gemma":0.015740478,"teacher_disagreement_score":0.07596005,"about_ca_system_score_codex":0.00067384576,"about_ca_system_score_gemma":0.0012516526,"threshold_uncertainty_score":0.9996795},"labels":[],"label_agreement":null},{"id":"W4282966142","doi":"10.1093/cdn/nzac103","title":"Ghanaian Female Adolescents Perceived Changes in Nutritional Behaviors and Social Environment After Creating Participatory Videos: A Most Significant Change Evaluation","year":2022,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre; Russian Humanitarian Foundation; Common Fund for Commodities","keywords":"Psychological intervention; Intervention (counseling); Coaching; Psychology; Thematic analysis; Behavior change; Rubric; Curriculum; Nutrition Education; Citizen journalism; Participatory action research; Medical education; Qualitative research; Medicine; Social psychology; Nursing; Gerontology; Pedagogy; Sociology; Political science","score_opus":0.530194682243061,"score_gpt":0.545765381982461,"score_spread":0.015570699739400062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282966142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996502,0.0007855302,0.000011645683,0.00031660916,0.00026075865,0.0019780162,0.000067455745,0.000023134755,0.00005485151],"genre_scores_gemma":[0.9862369,0.00048764155,0.0003271976,0.00008747366,0.00016087205,0.012558183,0.00011481089,0.000017577486,0.000009395709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99420273,0.0026961546,0.00040174378,0.00049314654,0.0015427195,0.0006634939],"domain_scores_gemma":[0.9994706,0.00009653843,0.000121264544,0.00008902591,0.0000668865,0.0001556964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004509931,0.00017651933,0.00022687008,0.00046889862,0.00076600094,0.000060314254,0.00017197493,0.000078770296,0.00048112567],"category_scores_gemma":[0.00020461353,0.0002274487,0.00003209224,0.00047568922,0.00023716952,0.00029064502,0.0001931193,0.00038084533,0.000008306362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024134245,0.002917968,0.8397078,0.0003052277,0.000009958957,0.000029035118,0.088299885,0.0000047016447,0.0013604636,0.00013599067,0.000046957146,0.06694066],"study_design_scores_gemma":[0.001950642,0.000065329106,0.97706383,0.00046081172,0.000019897314,4.4015175e-7,0.014582033,0.00026194614,0.000120419834,0.0002749532,0.004897973,0.00030173946],"about_ca_topic_score_codex":0.00023259265,"about_ca_topic_score_gemma":0.00086630974,"teacher_disagreement_score":0.13735601,"about_ca_system_score_codex":0.0022501731,"about_ca_system_score_gemma":0.0002631078,"threshold_uncertainty_score":0.9275089},"labels":[],"label_agreement":null},{"id":"W4283450643","doi":"10.36510/learnland.v15i1.1072","title":"Trans Young Adults’ Building Communities: Narratives and Counternarratives of Identity and World Making","year":2022,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Ableism; Narrative; Intersectionality; Gender studies; Identity (music); Sociology; Performativity; Citizenship; Transgender; Identity formation; Narrative inquiry; Aesthetics; Self-concept; Social science; Politics; Political science; Art","score_opus":0.22434268053226006,"score_gpt":0.5249238293565059,"score_spread":0.3005811488242459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283450643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99304926,0.0009070985,0.0008424604,0.00023394566,0.00007153172,0.00013081859,0.000006154899,0.000045701807,0.004713001],"genre_scores_gemma":[0.99842626,0.000122046375,0.0008750991,0.00002068978,0.000039692204,0.00003216481,0.0000014339706,0.00001069223,0.0004719253],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996188,0.002720417,0.00017502317,0.00014636676,0.0004965859,0.00027363613],"domain_scores_gemma":[0.99895316,0.0007214779,0.00011856923,0.000077618664,0.0000561678,0.00007301424],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030175762,0.00009006236,0.00020030352,0.00016751543,0.0017396699,0.000117931995,0.00022005169,0.000023394994,0.00042150228],"category_scores_gemma":[0.0003599646,0.00009306588,0.00003108048,0.00032186048,0.0004023152,0.0004064584,0.0001861957,0.00044776726,2.1932942e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074455376,0.000025842524,0.4562608,0.000045801644,0.000030572726,0.0000037388597,0.5334407,0.00015661494,0.0011064529,0.0073809912,0.000010458881,0.0014635854],"study_design_scores_gemma":[0.0005762704,0.00024708462,0.065901555,0.00018821858,0.000015284191,0.0000038322546,0.90398496,0.0029847529,0.00010036637,0.0017786664,0.023994032,0.00022497015],"about_ca_topic_score_codex":0.0014514185,"about_ca_topic_score_gemma":0.010370079,"teacher_disagreement_score":0.39035925,"about_ca_system_score_codex":0.00004176623,"about_ca_system_score_gemma":0.0000578721,"threshold_uncertainty_score":0.99955994},"labels":[],"label_agreement":null},{"id":"W4283456095","doi":"10.36510/learnland.v15i1.1085","title":"Integrating Arts in a Collaborative Research Process: An Arts-Informed Inquiry","year":2022,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The arts; Reflexivity; Qualitative research; Process (computing); Sociology; Pedagogy; Arts in education; Visual arts education; Reflection (computer programming); Psychology; Visual arts; Art; Computer science; Social science","score_opus":0.5404682839807002,"score_gpt":0.6504086092466475,"score_spread":0.10994032526594721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283456095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95726526,0.00014349054,0.00006109778,0.0006900513,0.00013576726,0.00046011579,0.0000027069889,0.0001296973,0.041111827],"genre_scores_gemma":[0.99737686,0.000023337027,0.0006583714,0.00006524095,0.0002318918,0.00058158056,0.000011777102,0.000021292435,0.0010296763],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9896814,0.006747584,0.0003069268,0.00039420722,0.0017706497,0.0010992159],"domain_scores_gemma":[0.9969781,0.002091065,0.00010656122,0.00017051937,0.0003838597,0.00026987836],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.019931968,0.00012241142,0.00023383327,0.0005203379,0.0027625514,0.0002511867,0.00051751506,0.00007673224,0.0008140217],"category_scores_gemma":[0.016697295,0.000119888646,0.000032628133,0.00286956,0.00033077746,0.00059962366,0.00025553707,0.0017308495,0.00003462089],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024609253,0.0002448504,0.113459066,0.0000401376,0.000017098191,0.00008069331,0.8502582,0.004765982,0.00091976655,0.012772737,0.0008124457,0.016382944],"study_design_scores_gemma":[0.00047375372,0.00067529274,0.0058384496,0.00005461943,0.000002929174,0.0000012543026,0.79875034,0.0046954206,0.00024373902,0.0019646476,0.18707104,0.00022854685],"about_ca_topic_score_codex":0.00079881365,"about_ca_topic_score_gemma":0.008228041,"teacher_disagreement_score":0.18625858,"about_ca_system_score_codex":0.00046085916,"about_ca_system_score_gemma":0.002052176,"threshold_uncertainty_score":0.9985357},"labels":[],"label_agreement":null},{"id":"W4283464091","doi":"10.36510/learnland.v15i1.1069","title":"Evoking Losing and Finding Community in Drama: A Methodology-in-Motion for Pandemic Times","year":2022,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnography; Active listening; Drama; Reciprocity (cultural anthropology); Sociology; The arts; Motion (physics); Dynamics (music); Pandemic; Economic Justice; Media studies; Public relations; Visual arts; Pedagogy; Coronavirus disease 2019 (COVID-19); Political science; Social science; Art; Anthropology; Computer science; Communication","score_opus":0.5972401373543839,"score_gpt":0.5960008434768771,"score_spread":0.0012392938775067641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283464091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518985,0.00028727695,0.0026063302,0.0002385223,0.00007506313,0.00024286534,0.000001434915,0.00005744418,0.0013012211],"genre_scores_gemma":[0.9955791,0.000023629229,0.0039569004,0.000035147114,0.000042966225,0.00010894075,0.0000044832072,0.0000113289025,0.00023747286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98646873,0.012473681,0.0001875554,0.00017500728,0.00024541956,0.00044958902],"domain_scores_gemma":[0.99311996,0.006636615,0.00008114774,0.00007703975,0.000022802727,0.000062416286],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.023744367,0.000075053256,0.00020549784,0.00026312337,0.001536903,0.000060491435,0.00018344962,0.00006436926,0.00009624207],"category_scores_gemma":[0.008895017,0.000082725885,0.000032185908,0.00041466992,0.000090628746,0.00014291279,0.00018266936,0.0010060219,0.00000120011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007953587,0.000050689403,0.88621116,0.000032017873,0.000008000648,0.0000044174813,0.07491152,0.003782631,0.0018977352,0.0019497471,0.000016500266,0.031056069],"study_design_scores_gemma":[0.0041529736,0.0007383519,0.5355633,0.00026996672,0.000049098377,0.000012938031,0.282999,0.089262776,0.0005447489,0.033868577,0.05167157,0.0008667194],"about_ca_topic_score_codex":0.0018648278,"about_ca_topic_score_gemma":0.0033971556,"teacher_disagreement_score":0.35064787,"about_ca_system_score_codex":0.00021157696,"about_ca_system_score_gemma":0.00009123916,"threshold_uncertainty_score":0.99976295},"labels":[],"label_agreement":null},{"id":"W4284671574","doi":"10.15402/esj.v8i2.70752","title":"FEEL'D NOTES IN PUBLIC PLACES:","year":2022,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"Mount Saint Vincent University","keywords":"Scholarship; Vignette; Meaning (existential); The arts; Nova scotia; Watson; Visual arts; Psychology; Sociology; Aesthetics; Art; Social psychology; Computer science; Political science","score_opus":0.7455305707086345,"score_gpt":0.6160365940264017,"score_spread":0.12949397668223284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284671574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869403,0.0011740678,0.00046351174,0.0024506943,0.0002118986,0.00034179128,0.000002665198,0.00015126256,0.008263764],"genre_scores_gemma":[0.99491626,0.0003212775,0.0028889615,0.000121069716,0.00025668956,0.00008444948,0.0000060293187,0.0000612525,0.0013440106],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.046879984,0.94721603,0.0005703415,0.00033802196,0.0031095236,0.0018860787],"domain_scores_gemma":[0.49488455,0.50325835,0.00017761246,0.00044577074,0.00031683367,0.0009169191],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.97381455,0.00024391121,0.00042547574,0.0018616548,0.75160265,0.0024214855,0.0018351397,0.00016381528,0.00066561654],"category_scores_gemma":[0.9352703,0.0002573195,0.00012806691,0.0016779421,0.0008758983,0.0016135279,0.0015668947,0.8381269,0.000024283647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010731822,0.00038921088,0.023185737,0.000024598801,0.000045965666,0.00013143636,0.93408346,0.00070728984,0.004719968,0.00038925416,0.00023352863,0.035982247],"study_design_scores_gemma":[0.0007978342,0.0004378024,0.007573992,0.00007201034,0.000004914488,0.000042699634,0.84307086,0.00048505297,0.000028628647,0.0009059047,0.14633973,0.00024056363],"about_ca_topic_score_codex":0.004860901,"about_ca_topic_score_gemma":0.0010224748,"teacher_disagreement_score":0.8379631,"about_ca_system_score_codex":0.0012584493,"about_ca_system_score_gemma":0.0011972163,"threshold_uncertainty_score":0.9999879},"labels":[],"label_agreement":null},{"id":"W4284694760","doi":"10.15402/esj.v8i2.70757","title":"The arts in individual transformation: examples from the recycling social movement in São Paulo, Brazil","year":2022,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transformative learning; The arts; Agency (philosophy); Sociology; Construct (python library); Social transformation; Empowerment; Movement (music); Process (computing); Psychology; Visual arts; Pedagogy; Epistemology; Cognitive science; Social change; Aesthetics; Social science; Political science; Art; Computer science","score_opus":0.6540015926357837,"score_gpt":0.5939913219839453,"score_spread":0.06001027065183839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284694760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902882,0.0013367491,0.00021227605,0.00572807,0.000176857,0.00046259697,0.000007428404,0.00004788635,0.0017399235],"genre_scores_gemma":[0.9980261,0.00049986294,0.00044963855,0.00027634835,0.00033665722,0.00011659564,0.000011707684,0.00003272102,0.00025037126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.085207045,0.9098138,0.0006768277,0.0002245158,0.0028454806,0.0012323301],"domain_scores_gemma":[0.5972699,0.40187985,0.00017541261,0.00029349787,0.00013034928,0.00025097773],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.944899,0.00019722988,0.00030027237,0.00048345164,0.6686267,0.002292084,0.0018861473,0.00012277227,0.00014551952],"category_scores_gemma":[0.5885552,0.00015134222,0.00010948221,0.0010495917,0.00062430766,0.0009740076,0.00084778573,0.6360543,0.0000047616654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113693255,0.00013724345,0.007799509,0.0000057336247,0.000040348725,0.000025202968,0.90425795,0.0005932876,0.00095890625,0.00026654,0.00023449541,0.08556712],"study_design_scores_gemma":[0.00082297676,0.0001483809,0.0634093,0.000070930924,0.000006405113,0.000003887909,0.86307746,0.00030582034,0.00001943087,0.002155687,0.0698321,0.00014760635],"about_ca_topic_score_codex":0.0092468355,"about_ca_topic_score_gemma":0.013579493,"teacher_disagreement_score":0.6680024,"about_ca_system_score_codex":0.0007779993,"about_ca_system_score_gemma":0.00059422315,"threshold_uncertainty_score":0.99874365},"labels":[],"label_agreement":null},{"id":"W4284701483","doi":"10.15402/esj.v8i2.70754","title":"Three Examples of Engagement through Photovoice","year":2022,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"Royal Roads University","keywords":"Photovoice; The arts; Citizen journalism; Sociology; Photo elicitation; Public relations; Community engagement; Public engagement; Creativity; Participatory action research; Engineering ethics; Pedagogy; Psychology; Political science; Social psychology; Engineering; Visual arts","score_opus":0.7711846743618552,"score_gpt":0.6190342388546939,"score_spread":0.15215043550716134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284701483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801548,0.001563374,0.0029539738,0.00050177285,0.0002412942,0.00047720846,0.00000632343,0.00013224577,0.013968992],"genre_scores_gemma":[0.98344976,0.00044295727,0.014721675,0.000084040425,0.00026246853,0.00008054557,0.000006151103,0.000064018,0.00088837236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.06390931,0.9300663,0.0006761587,0.0003280358,0.0036092978,0.0014109358],"domain_scores_gemma":[0.5895536,0.40857512,0.00030381564,0.0005613499,0.00046860112,0.0005375521],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.96260995,0.00026222566,0.0005079703,0.0007832785,0.73212254,0.00088315876,0.0019016421,0.00013378583,0.00090418244],"category_scores_gemma":[0.8315022,0.00026983916,0.00018919562,0.0010816702,0.0011713183,0.001169461,0.0019388283,0.7609964,0.000012091711],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014943827,0.00040972218,0.0041513834,0.0000558052,0.00013075279,0.00004715656,0.9434252,0.00055375503,0.030042343,0.0009873237,0.00073733914,0.01930983],"study_design_scores_gemma":[0.00061834214,0.00064655364,0.0028919617,0.00008128924,0.000016838145,0.000022984845,0.7341584,0.00016465787,0.00026547234,0.0018339863,0.25909877,0.00020074271],"about_ca_topic_score_codex":0.009841848,"about_ca_topic_score_gemma":0.00044029465,"teacher_disagreement_score":0.7608626,"about_ca_system_score_codex":0.0006769248,"about_ca_system_score_gemma":0.0008105554,"threshold_uncertainty_score":0.9999754},"labels":[],"label_agreement":null},{"id":"W4284897426","doi":"10.15273/jue.v12i2.11409","title":"Moving the Material Me: A Visual Autoethnography","year":2022,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Autoethnography; Materiality (auditing); Situated; Embodied cognition; Aesthetics; Sociology; Visual arts; Epistemology; Art; Gender studies","score_opus":0.3405255304469951,"score_gpt":0.5702744066283866,"score_spread":0.2297488761813915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284897426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9033004,0.00109459,0.01714982,0.05490599,0.013210617,0.002562505,0.00014235108,0.0004949424,0.007138779],"genre_scores_gemma":[0.9934317,0.00020046835,0.0025478557,0.0009162767,0.0012510772,0.000534314,0.000007907546,0.000064364576,0.0010460765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99098873,0.00469265,0.0005859219,0.00034958072,0.0020638974,0.001319198],"domain_scores_gemma":[0.9970625,0.0014822902,0.00039619132,0.00028516926,0.0002802825,0.00049356057],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016367545,0.00024355047,0.00031995974,0.00076680124,0.012660867,0.00065717945,0.0012142275,0.00009717815,0.00041580142],"category_scores_gemma":[0.0010787258,0.00019302964,0.00082001596,0.0024083338,0.001001895,0.00044850906,0.00029560341,0.0012502827,0.000006482101],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040834704,0.0028115476,0.02588894,0.00019652,0.0031513914,0.00026828828,0.19163817,0.0021615254,0.031014353,0.30793193,0.30529508,0.1255588],"study_design_scores_gemma":[0.0010981343,0.0008654676,0.0011968596,0.000020477364,0.00012764728,0.00003186782,0.043487776,0.00093364186,0.0005683123,0.1516217,0.79955894,0.00048916996],"about_ca_topic_score_codex":0.00034331376,"about_ca_topic_score_gemma":0.00022252431,"teacher_disagreement_score":0.4942639,"about_ca_system_score_codex":0.00028809567,"about_ca_system_score_gemma":0.00062515587,"threshold_uncertainty_score":0.9886245},"labels":[],"label_agreement":null},{"id":"W4285118191","doi":"10.1007/978-3-319-98536-7_155","title":"Community-Based Research and Participatory Approaches in Support of SDG14","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of the UN sustainable development goals","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Citizen journalism; Sociology; Participatory action research; Political science; Computer science; World Wide Web; Anthropology","score_opus":0.6606282388477902,"score_gpt":0.5273935563813035,"score_spread":0.13323468246648673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285118191","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07565799,0.00047203669,0.000011591798,0.00083393,0.00011943118,0.001849536,0.000022242975,0.000025908399,0.92100734],"genre_scores_gemma":[0.1559335,0.0006330518,0.001744387,0.00012280504,0.000062319086,0.0006385048,0.000029532353,0.000096205054,0.8407397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98983353,0.0052426155,0.0009857953,0.00039240075,0.002364496,0.001181156],"domain_scores_gemma":[0.99531245,0.0026767226,0.0004347906,0.0007810982,0.00053865113,0.00025627113],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.038394284,0.00028860552,0.0007001355,0.00079045974,0.0014584748,0.000035799272,0.0015395698,0.00029983092,0.0014227321],"category_scores_gemma":[0.00362855,0.0002621129,0.000105278246,0.00059823995,0.002507532,0.00017096027,0.0017564009,0.0018488256,0.0000053486783],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003619871,0.0010746658,0.017039502,0.0028751066,0.00025852877,0.0001590193,0.17805976,0.00011888776,0.000021962922,0.78096354,0.009667667,0.009399394],"study_design_scores_gemma":[0.00035533015,0.00014520079,0.0022082883,0.00010071579,0.000020432408,2.4382535e-7,0.017124806,0.0000031555264,0.00048688744,0.03354401,0.94573313,0.00027780148],"about_ca_topic_score_codex":0.0013419697,"about_ca_topic_score_gemma":0.0005915027,"teacher_disagreement_score":0.93606544,"about_ca_system_score_codex":0.0010561447,"about_ca_system_score_gemma":0.0073602577,"threshold_uncertainty_score":0.99998313},"labels":[],"label_agreement":null},{"id":"W4285141322","doi":"10.7202/1088798ar","title":"Promesses et défis de mise en oeuvre de la méthode photovoix auprès de jeunes vulnérables","year":2022,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.7805282603730375,"score_gpt":0.6759473517116656,"score_spread":0.10458090866137182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285141322","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9018406,0.025859118,0.024911884,0.026645059,0.00045875506,0.00087392953,0.00021866676,0.00024678337,0.018945182],"genre_scores_gemma":[0.3187943,0.007405613,0.5679103,0.002637885,0.00073177693,0.0018173138,0.000014140132,0.00021496079,0.100473695],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.6943766,0.30127144,0.0006636256,0.0006617495,0.0012244583,0.0018021289],"domain_scores_gemma":[0.8955168,0.102617174,0.00038027257,0.0004051812,0.00024369798,0.00083685346],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16978644,0.00043909074,0.00066894793,0.00027088038,0.0009271367,0.00029661797,0.0012202186,0.0005290025,0.0012523897],"category_scores_gemma":[0.092856325,0.0004845227,0.0003126157,0.0016097357,0.002237693,0.00076440856,0.0004353543,0.0022192886,0.00006168462],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023589916,0.00096186355,0.0047013457,0.00045782226,0.00026223794,0.0001311552,0.84188265,0.00029800925,0.02349816,0.11233178,0.0039304313,0.011308661],"study_design_scores_gemma":[0.0005749006,0.00056223245,0.005642616,0.00022562606,0.00011983521,0.000024423765,0.37465218,0.0006421681,0.009128919,0.30797663,0.2998135,0.0006369455],"about_ca_topic_score_codex":0.0120185325,"about_ca_topic_score_gemma":0.00077946717,"teacher_disagreement_score":0.5830463,"about_ca_system_score_codex":0.0058170413,"about_ca_system_score_gemma":0.007280061,"threshold_uncertainty_score":0.9997606},"labels":[],"label_agreement":null},{"id":"W4285164766","doi":"10.1016/b978-0-323-91888-6.00002-8","title":"The draw and write technique to uncover nuance in pharmacy and health services delivery","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pharmacy; Perception; Qualitative research; Focus group; Medical education; Psychology; Medicine; Nursing; Sociology; Social science","score_opus":0.2613906222912873,"score_gpt":0.5503518892922363,"score_spread":0.28896126700094904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285164766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018423102,0.008260139,0.0000058541577,0.0018132994,0.00016914791,0.002250288,0.000035411533,0.000054312506,0.98556924],"genre_scores_gemma":[0.010681782,0.011543257,0.00096243614,0.004062536,0.0002825332,0.00079850893,0.0000031953111,0.000083290084,0.9715825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971499,0.00077539956,0.00035110937,0.0004597786,0.00069256994,0.0005712664],"domain_scores_gemma":[0.9986124,0.0005121025,0.00015217309,0.0002743249,0.00006652465,0.00038248612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006725619,0.0002249772,0.0003576594,0.00015187649,0.0010286504,0.00016167603,0.00042892806,0.00009384973,0.00011697355],"category_scores_gemma":[0.000058916736,0.00019491585,0.000049246744,0.00005649561,0.00046184045,0.00013877732,0.0005034447,0.00067040167,0.000011109655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033694083,0.0000050266462,0.00024808003,0.00009939267,0.000016739246,0.000017201897,0.006639682,2.8184382e-7,0.000033556207,0.022270836,0.000052348234,0.97058314],"study_design_scores_gemma":[0.00013485896,0.000059720318,0.00019559222,0.00025040083,0.000007437988,0.0000013891397,0.00029304347,0.0000047130516,0.000018525943,0.009880759,0.988962,0.00019158178],"about_ca_topic_score_codex":0.0005735578,"about_ca_topic_score_gemma":0.01121678,"teacher_disagreement_score":0.9889096,"about_ca_system_score_codex":0.0003728471,"about_ca_system_score_gemma":0.00072692323,"threshold_uncertainty_score":0.79484373},"labels":[],"label_agreement":null},{"id":"W4285223507","doi":"10.1007/978-3-030-89594-5_80","title":"Youth-Led Arts-Based Participatory Action Research","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Child Rights and Development; University of British Columbia","funders":"","keywords":"Inclusion (mineral); The arts; Participatory action research; Citizen journalism; Agency (philosophy); Youth studies; Sociology; Action plan; Public relations; Political science; Psychology; Gender studies; Social science; Management","score_opus":0.9459700112400914,"score_gpt":0.7350237955221453,"score_spread":0.21094621571794614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285223507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012227829,0.00019662129,0.0001864235,0.0009787318,0.00068039395,0.00090808456,0.00004286281,0.00028505677,0.995499],"genre_scores_gemma":[0.06176635,0.00019224,0.0004104214,0.0002768199,0.00089521834,0.00035162273,0.00003697142,0.00011891346,0.9359515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884138,0.0041170707,0.00049461465,0.0007842189,0.004759562,0.001430735],"domain_scores_gemma":[0.9952671,0.0024206094,0.00016176223,0.0007604566,0.000585864,0.00080421846],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02820754,0.00029466389,0.00045836176,0.0006873678,0.0023212289,0.00019054578,0.0008240266,0.0004822857,0.07231539],"category_scores_gemma":[0.003212375,0.00031017026,0.00026619184,0.00028976818,0.0017051228,0.00024064578,0.00031752518,0.0021714885,0.0014214502],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001662661,0.00011467866,0.00012168939,0.00004726824,0.00007943107,0.000069059024,0.0078080334,0.000021512857,0.0001403698,0.96723336,0.010860291,0.013338051],"study_design_scores_gemma":[0.00021235879,0.0001915172,0.000030181713,0.000038382725,0.000038367623,1.0824567e-7,0.0037419472,0.00009391459,0.00022388893,0.014012529,0.98107547,0.00034135106],"about_ca_topic_score_codex":0.0020094917,"about_ca_topic_score_gemma":0.0036131656,"teacher_disagreement_score":0.97021514,"about_ca_system_score_codex":0.0017445814,"about_ca_system_score_gemma":0.0036944922,"threshold_uncertainty_score":0.99993503},"labels":[],"label_agreement":null},{"id":"W4285224635","doi":"10.46743/2160-3715/2022.5456","title":"The Textual-Visual Thematic Analysis: A Framework to Analyze the Conjunction and Interaction of Visual and Textual Data","year":2022,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Thematic analysis; Conjunction (astronomy); Computer science; Visual research; Photo elicitation; Visual methods; Thematic map; Qualitative research; Data science; Psychology; Sociology; Cognitive science; Knowledge management","score_opus":0.5973396490841719,"score_gpt":0.7118596018292783,"score_spread":0.1145199527451064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285224635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765026,0.00036064407,0.015014381,0.005362142,0.00012732836,0.00077918405,0.00003630204,0.00002803219,0.0017894106],"genre_scores_gemma":[0.9985397,0.000047942314,0.00034760148,0.00015831941,0.000089098234,0.00015575647,0.0000138351415,0.000009737339,0.0006380112],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9846042,0.012665911,0.000639388,0.00040846682,0.0013329592,0.00034907862],"domain_scores_gemma":[0.9819711,0.016397143,0.0005453885,0.0007130314,0.00023395545,0.00013938446],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.045044176,0.00013138076,0.00031936273,0.00014021382,0.0023773552,0.00016004244,0.0005852918,0.00003981372,0.00011420308],"category_scores_gemma":[0.019787077,0.00006975186,0.00007769352,0.0017524336,0.001393704,0.00021406116,0.0008001672,0.00046651773,0.000004049804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081014965,0.0003491056,0.0047163344,0.00003535292,0.0028041294,0.000030444206,0.84632635,0.0001635472,0.0008318632,0.110818945,0.0018016075,0.031312194],"study_design_scores_gemma":[0.0000976731,0.00038629145,0.006265665,0.000019056066,0.00044769282,0.000014164359,0.9690855,0.0038905023,0.000065160944,0.010024168,0.00956939,0.00013470373],"about_ca_topic_score_codex":0.0025451935,"about_ca_topic_score_gemma":0.0014469326,"teacher_disagreement_score":0.12275921,"about_ca_system_score_codex":0.00011174994,"about_ca_system_score_gemma":0.00026758303,"threshold_uncertainty_score":0.9989214},"labels":[],"label_agreement":null},{"id":"W4285232602","doi":"10.1007/978-3-030-89594-5_70","title":"Picturing Disaster: Participatory Photovoice Research with a Flood-Affected Indigenous Community","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Photovoice; Participatory action research; Indigenous; Citizen journalism; Empowerment; Flood myth; Sociology; Visual research; Community-based participatory research; Photo elicitation; Context (archaeology); Public relations; Environmental planning; Political science; Geography; Economic growth; Visual arts; Anthropology; Ecology","score_opus":0.8300823137146455,"score_gpt":0.6366098645858019,"score_spread":0.19347244912884354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285232602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15690827,0.0002549592,0.000041319836,0.00008732038,0.00017370375,0.0018764645,0.00004852459,0.00033708639,0.84027237],"genre_scores_gemma":[0.3653009,0.00022019086,0.0005442429,0.00019936655,0.0004406002,0.00088516326,0.00004167369,0.0002322607,0.6321356],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97917247,0.013384945,0.00050953147,0.00066068204,0.0042645917,0.0020077853],"domain_scores_gemma":[0.99243575,0.004437415,0.00020430487,0.0013914909,0.00055778364,0.0009732458],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.024907777,0.0004628798,0.00070827827,0.0006255915,0.006779296,0.00029742802,0.0018231275,0.00044720658,0.01320277],"category_scores_gemma":[0.0019267361,0.00042046487,0.00017116652,0.00044410574,0.002776235,0.0003293428,0.0012545788,0.0060857125,0.00038714163],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009519253,0.0014552175,0.0020093424,0.00069668354,0.0013252306,0.0010039432,0.6464131,0.00004607658,0.0009802472,0.3199127,0.0042465217,0.020959038],"study_design_scores_gemma":[0.0006823019,0.0015520401,0.0009109203,0.00026293818,0.000118398,0.0000053090203,0.021272464,0.000018425439,0.0004407875,0.008998659,0.96471316,0.0010246256],"about_ca_topic_score_codex":0.020619506,"about_ca_topic_score_gemma":0.04440466,"teacher_disagreement_score":0.9604666,"about_ca_system_score_codex":0.0016551965,"about_ca_system_score_gemma":0.002795967,"threshold_uncertainty_score":0.99993765},"labels":[],"label_agreement":null},{"id":"W4285260894","doi":"10.1177/16094069221105382","title":"Birth Mapping: A Visual Arts-Based Participatory Research Method Embedded in Feminist Epistemology","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Burdett Trust for Nursing; Michael Smith Health Research BC","keywords":"Oppression; Childbirth; Gender studies; Visual research; Narrative; Participatory action research; Reproductive health; Sociology; Visual methods; Psychology; Pregnancy; Visual arts; Anthropology; Demography; Political science; Art; Politics; Population","score_opus":0.966725189903349,"score_gpt":0.8299456339197551,"score_spread":0.13677955598359393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285260894","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3045887,0.0007221825,0.66197777,0.010396396,0.0034079826,0.00073859416,0.000061506646,0.00004962011,0.01805725],"genre_scores_gemma":[0.59788007,0.000011271921,0.40026852,0.0006354039,0.00037278197,0.0001813411,0.000002365398,0.00002951704,0.00061875326],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.78442585,0.20754306,0.0017508437,0.0004776339,0.00473436,0.0010682525],"domain_scores_gemma":[0.96163887,0.034701433,0.0008510127,0.00021761676,0.0021300924,0.00046100008],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.28934905,0.00019938883,0.00065177033,0.002243528,0.0007109124,0.00013610315,0.0016582286,0.00011470871,0.0013730042],"category_scores_gemma":[0.043191943,0.00020351223,0.0002949806,0.001800811,0.0013615034,0.0002895083,0.00041792635,0.0019023551,0.000015900112],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021095362,0.0016531468,0.0059552714,0.000038294613,0.0004218265,0.000977705,0.76759964,0.0013310271,0.0168363,0.13931048,0.0011855735,0.062581204],"study_design_scores_gemma":[0.0023543416,0.0013542221,0.0025495163,0.00009412322,0.000018885137,0.000042542273,0.57438487,0.004047643,0.0053903623,0.06944791,0.33992487,0.00039070492],"about_ca_topic_score_codex":0.0005767226,"about_ca_topic_score_gemma":0.0001120888,"teacher_disagreement_score":0.3387393,"about_ca_system_score_codex":0.0020698141,"about_ca_system_score_gemma":0.0034177273,"threshold_uncertainty_score":0.99953985},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4285282999","doi":"10.1007/978-3-030-89594-5_20","title":"Arts and Mixed Methods Research for Social Inclusion","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Conceptualization; The arts; Inclusion (mineral); Multimethodology; Sociology; Argument (complex analysis); Context (archaeology); Transformative learning; Epistemology; Social science; Engineering ethics; Political science; Engineering; Pedagogy; Computer science; Geography","score_opus":0.8935438299793381,"score_gpt":0.7634238963249619,"score_spread":0.13011993365437624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285282999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000112871625,0.00054419006,0.0027944003,0.004001713,0.00041840892,0.0013584781,0.000040564402,0.000087982065,0.9906414],"genre_scores_gemma":[0.0008729941,0.00042054197,0.05051717,0.0001838095,0.0010560608,0.00040086126,0.00001800943,0.00008440153,0.9464462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916127,0.00437143,0.00033346858,0.00062441075,0.002155759,0.00090224657],"domain_scores_gemma":[0.99147666,0.0073708147,0.00010278096,0.00022749246,0.00045868417,0.00036359095],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.056626044,0.00019788649,0.0004375031,0.0004176929,0.007954556,0.00012767948,0.0005641663,0.0004444603,0.0066821026],"category_scores_gemma":[0.005514028,0.00019884459,0.0001635155,0.00014231226,0.0014398881,0.00014286366,0.0034338678,0.0010098335,0.000022543807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051556275,0.000014202433,0.0000014027423,0.00003069919,0.000026865975,0.00000431896,0.007632603,3.931116e-8,0.00021993871,0.7775199,0.019334188,0.1951643],"study_design_scores_gemma":[0.00012273421,0.00010153082,0.000008305897,0.000008824218,0.000012864136,1.5696087e-7,0.0008549511,0.000015559503,0.0001005311,0.3122522,0.68637186,0.00015048009],"about_ca_topic_score_codex":0.0008112519,"about_ca_topic_score_gemma":0.001481144,"teacher_disagreement_score":0.66703767,"about_ca_system_score_codex":0.0006005255,"about_ca_system_score_gemma":0.0010614551,"threshold_uncertainty_score":0.9942259},"labels":[],"label_agreement":null},{"id":"W4285301554","doi":"10.1177/20543581221100292","title":"The Renal Community Photo Initiative: A Program Report in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Western University","keywords":"Photovoice; Participatory action research; Focus group; Agency (philosophy); Medicine; Medical education; Qualitative research; Participant observation; Citizen journalism; Thematic analysis; Public relations; Nursing; Sociology","score_opus":0.3724959599238659,"score_gpt":0.5476004963348033,"score_spread":0.17510453641093743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285301554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7974961,0.0021674375,0.0000063251746,0.19083636,0.0007700822,0.00094377255,0.00015447263,0.0000073667156,0.0076181144],"genre_scores_gemma":[0.96626556,0.000032915483,0.00009049819,0.033012386,0.000058886562,0.00007160881,0.000009332175,0.0000069944663,0.00045180065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99426377,0.00414403,0.00037744772,0.00007391429,0.00052759214,0.0006132719],"domain_scores_gemma":[0.95456195,0.0004905416,0.00030044303,0.00019369736,0.00017002062,0.044283323],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008448508,0.00006200589,0.00014508456,0.00010684518,0.003731041,0.0000772771,0.0003050848,0.0000133351405,0.00026094154],"category_scores_gemma":[0.06706484,0.000053564287,0.000033323096,0.00028344936,0.0003078608,0.00009650939,0.00003281072,0.0009558611,1.336392e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025661188,0.000100473255,0.38363937,0.00003177287,0.000019813264,0.003608276,0.03361577,0.000010108387,4.626889e-7,0.0010399906,0.5680591,0.009618241],"study_design_scores_gemma":[0.00025238073,0.00016147952,0.033557344,0.00002657601,0.0000035039684,0.00001707954,0.015168642,0.000009739467,1.8247268e-7,0.0012114571,0.9495363,0.000055303382],"about_ca_topic_score_codex":0.9992049,"about_ca_topic_score_gemma":0.9999266,"teacher_disagreement_score":0.64283884,"about_ca_system_score_codex":0.0035604723,"about_ca_system_score_gemma":0.6463993,"threshold_uncertainty_score":0.997566},"labels":[],"label_agreement":null},{"id":"W4285321282","doi":"10.26881/jk.2021.13.04","title":"Longing in the Past, Belonging in the Future: An Autoethnographic Fiction","year":2021,"lang":"en","type":"article","venue":"Jednak Książki Gdańskie Czasopismo Humanistyczne","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Autoethnography; Belongingness; Sociology; Identity (music); Aesthetics; Conversation; Collaborative writing; Narrative; Feeling; Creative writing; Life writing; Literature; Psychology; Gender studies; Art; Social psychology; Communication","score_opus":0.33168881833768493,"score_gpt":0.5545820606641853,"score_spread":0.22289324232650032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285321282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537235,0.0015971536,0.0004673126,0.012374012,0.00085418543,0.00089186063,0.000007692479,0.0001599397,0.029924378],"genre_scores_gemma":[0.9952042,0.00027828102,0.0006934668,0.0015251831,0.0016514035,0.00021124318,0.000028493108,0.000035371562,0.00037235575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.98822236,0.0075493273,0.00059030816,0.0006949482,0.0016545944,0.0012884394],"domain_scores_gemma":[0.9972191,0.0012909438,0.00015394774,0.0009870855,0.00016343995,0.00018549725],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013294462,0.00029932585,0.0003543322,0.00042283483,0.001885347,0.000749346,0.0014584986,0.00024523208,0.00026893205],"category_scores_gemma":[0.0008741936,0.00022506456,0.00018415115,0.003057209,0.0006839171,0.000807511,0.00013870638,0.001242491,0.000038441955],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075108044,0.0017852134,0.10054121,0.00011018055,0.00006506552,0.0014960819,0.32785738,0.00022437634,0.0017283761,0.5256528,0.004070063,0.036394116],"study_design_scores_gemma":[0.0010304692,0.00018643975,0.59875166,0.000121485115,0.000049912218,0.000029760213,0.15331565,0.00078620354,0.00020335466,0.017490081,0.227355,0.0006799715],"about_ca_topic_score_codex":0.0013928072,"about_ca_topic_score_gemma":0.024866095,"teacher_disagreement_score":0.50816274,"about_ca_system_score_codex":0.00029869683,"about_ca_system_score_gemma":0.00040663293,"threshold_uncertainty_score":0.9994141},"labels":[],"label_agreement":null},{"id":"W4286513804","doi":"10.1386/ijcm_00058_1","title":"The effect of affect: The role of affective atmosphere for community music practitioners","year":2022,"lang":"en","type":"article","venue":"International Journal of Community Music","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Atmosphere (unit); Affect (linguistics); Event (particle physics); Perspective (graphical); Agency (philosophy); Psychology; Space (punctuation); Value (mathematics); Social psychology; Cognitive psychology; Aesthetics; Sociology; Visual arts; Communication; Art; Computer science; Social science; Geography","score_opus":0.2834660699427866,"score_gpt":0.5606338298557668,"score_spread":0.2771677599129802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286513804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172395,0.00025742012,0.00031229516,0.0010053053,0.0007227874,0.0004704423,0.000038069447,0.0000072373045,0.005462477],"genre_scores_gemma":[0.9994763,0.000028337778,0.00011813454,0.00009765578,0.00014895848,0.00006820677,0.0000035320377,0.00001144075,0.00004739368],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9691714,0.028743181,0.0004272205,0.0000409694,0.0013972912,0.00021992135],"domain_scores_gemma":[0.9645144,0.033125345,0.00092860655,0.00035346046,0.0010003617,0.00007783682],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030905679,0.00010049159,0.00025924525,0.0000558908,0.0028771106,0.000065709624,0.0025740408,0.000040328305,0.00019502325],"category_scores_gemma":[0.011593697,0.00006677793,0.0002738424,0.00036059757,0.00093076826,0.00026197295,0.0005388991,0.001725824,9.743412e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009816378,0.0032170038,0.031629656,0.00014751854,0.004057343,0.000013935081,0.4001894,0.006170413,0.034529246,0.080807276,0.01630304,0.4131188],"study_design_scores_gemma":[0.005580201,0.011560736,0.06104951,0.00027161508,0.0004057642,0.00006705827,0.48239455,0.0012792659,0.04153114,0.078578256,0.31684512,0.00043678377],"about_ca_topic_score_codex":0.005261514,"about_ca_topic_score_gemma":0.0034390753,"teacher_disagreement_score":0.412682,"about_ca_system_score_codex":0.00039733457,"about_ca_system_score_gemma":0.00050550146,"threshold_uncertainty_score":0.998421},"labels":[],"label_agreement":null},{"id":"W4290188398","doi":"10.1177/10497323221116462","title":"Photovoice and Instagram as Strategies for Youth Engagement in Disaster Risk Reduction","year":2022,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Seneca Polytechnic; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Citizen journalism; Participatory action research; Presentation (obstetrics); Medical education; Exhibition; Protocol (science); Community-based participatory research; The arts; Videoconferencing; Pandemic; Sociology; Public relations; Psychology; Medicine; Coronavirus disease 2019 (COVID-19); Political science; Multimedia; Computer science","score_opus":0.9419274444069342,"score_gpt":0.7996280969348828,"score_spread":0.14229934747205142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290188398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875156,0.0004633235,0.0006688182,0.0036864043,0.0001331126,0.0026788805,0.00014870604,0.00003218614,0.004672916],"genre_scores_gemma":[0.99495345,0.00033832368,0.0015083909,0.00012300171,0.000085904954,0.0019869292,0.000012838144,0.000017328304,0.0009738015],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92044824,0.07554568,0.0004117072,0.00047939943,0.0018871787,0.001227798],"domain_scores_gemma":[0.9927195,0.0062530725,0.00012005565,0.00018296273,0.00032031437,0.0004041096],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13332525,0.00009789893,0.00022766592,0.00045978898,0.0035754924,0.00015878207,0.0002652412,0.00004327509,0.00016897939],"category_scores_gemma":[0.009392186,0.00010161965,0.00003602316,0.0011921496,0.00096263684,0.00034124884,0.00024056487,0.0012004155,0.000010928955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032405023,0.00016653203,0.00020620278,0.00008638011,0.00001017342,0.0000011939104,0.86761916,0.000014672019,0.00008743426,0.11937133,0.000560483,0.0115524],"study_design_scores_gemma":[0.0004932536,0.0012203791,0.00060203904,0.000017322309,0.0000015246017,1.2114921e-7,0.9015103,0.00013378357,0.000027602344,0.06080191,0.03510522,0.00008656867],"about_ca_topic_score_codex":0.0424705,"about_ca_topic_score_gemma":0.0039858585,"teacher_disagreement_score":0.12393306,"about_ca_system_score_codex":0.001236073,"about_ca_system_score_gemma":0.0032386568,"threshold_uncertainty_score":0.99895215},"labels":[],"label_agreement":null},{"id":"W4290839321","doi":"10.1136/bmjoq-2022-001878","title":"Through the eyes of hospital-based healthcare professionals: exploring their lived experience during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"University of Alberta","keywords":"Photovoice; Pandemic; Narrative; Thematic analysis; Health care; Coronavirus disease 2019 (COVID-19); Psychology; Psychological resilience; Narrative inquiry; Nursing; Qualitative research; Medicine; Sociology; Visual arts; Political science; Social psychology; Art; Disease","score_opus":0.9286860158472464,"score_gpt":0.752478010853153,"score_spread":0.1762080049940934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290839321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96178144,0.00022586618,0.00022153546,0.03295096,0.0003769128,0.0037757803,0.000047746762,0.000057314413,0.0005624428],"genre_scores_gemma":[0.98838633,0.00002957439,0.00022352862,0.002767255,0.00009835808,0.008174701,0.0000024254307,0.000013548452,0.000304251],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97210306,0.024639912,0.00062635855,0.00042037136,0.0015957969,0.00061448535],"domain_scores_gemma":[0.9927781,0.0055325874,0.0005354174,0.0007873116,0.00016331012,0.00020322652],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030950546,0.00014102556,0.00032507538,0.00002707871,0.0048810523,0.00012369157,0.0026096608,0.000045677338,0.00062906806],"category_scores_gemma":[0.0140346335,0.00008408549,0.00011688446,0.0006862655,0.0010530084,0.0004753113,0.0015550354,0.00050453225,0.000004659984],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039125653,0.00034597862,0.14999081,0.00017101536,0.000032032913,0.000006050501,0.827939,0.00020026915,0.00063054357,0.017864829,0.00039331304,0.0020349],"study_design_scores_gemma":[0.00058030454,0.00015713289,0.081217565,0.000053202933,0.0000056746094,6.344221e-7,0.860716,0.000060586495,0.0016771836,0.0054313573,0.049796615,0.00030374565],"about_ca_topic_score_codex":0.03033722,"about_ca_topic_score_gemma":0.0021360596,"teacher_disagreement_score":0.068773255,"about_ca_system_score_codex":0.00060047314,"about_ca_system_score_gemma":0.0026679942,"threshold_uncertainty_score":0.99784034},"labels":[],"label_agreement":null},{"id":"W4291010314","doi":"10.15353/cjds.v11i2.891","title":"Behind the Paintbrush: Understanding the Impact of Visual Arts-Based Research (ABR) in the Lives of Disabled Children and Youth as well as Methodological Insights in ABR Application","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Manitoba; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Narrative; Embodied cognition; Disability studies; Psychology; The arts; Narrative inquiry; Sociology; Gender studies; Visual arts; Epistemology","score_opus":0.8247252378447474,"score_gpt":0.6717709179872698,"score_spread":0.15295431985747754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291010314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938586,0.0012474454,0.00004280743,0.0031044097,0.00002855862,0.00069551496,0.000020670996,0.0000014425602,0.0010005679],"genre_scores_gemma":[0.99974847,0.00008241001,0.000028632838,0.000047260834,0.000046879915,0.000033907454,8.0417914e-7,0.0000050920426,0.0000065411155],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98039395,0.01748607,0.0005281962,0.00019078345,0.00093794183,0.0004630836],"domain_scores_gemma":[0.9861472,0.012948064,0.00024311524,0.00024758404,0.0002047739,0.00020926706],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.045195557,0.00010671413,0.00036918747,0.00018577115,0.001184279,0.000052565156,0.0007018098,0.00004211714,0.00008559061],"category_scores_gemma":[0.018786753,0.00005329043,0.00013020664,0.000947001,0.0056302566,0.00010903139,0.000105796964,0.0007908291,5.4075684e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020471538,0.0002146103,0.62602615,0.000013635461,0.00009937011,0.0000046690893,0.36658666,0.0005384595,0.000060596692,0.005414636,0.000061929466,0.00077458157],"study_design_scores_gemma":[0.0002654689,0.0006364358,0.40810263,0.000024385597,0.000019944566,0.0000016508872,0.54574937,0.000070296584,0.00003916528,0.044994883,0.00003980477,0.000055955083],"about_ca_topic_score_codex":0.0904582,"about_ca_topic_score_gemma":0.23793209,"teacher_disagreement_score":0.21792354,"about_ca_system_score_codex":0.0015413474,"about_ca_system_score_gemma":0.0016265301,"threshold_uncertainty_score":0.99707586},"labels":[],"label_agreement":null},{"id":"W4293192080","doi":"10.22230/src.2022v13n2a431","title":"Creating On Method: Translating Scholarly Research on Methods","year":2022,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Filmmaking; Context (archaeology); Sociology; Humanities; Library science; Computer science; Art; Art history","score_opus":0.8649696694200202,"score_gpt":0.7593102230912735,"score_spread":0.10565944632874669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293192080","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3020149,0.0065259347,0.006999878,0.05062891,0.00029035134,0.003782175,0.000040200888,0.00038581603,0.6293318],"genre_scores_gemma":[0.8711263,0.00072294084,0.123424225,0.00028033197,0.00016053328,0.0010146023,0.000011904689,0.000053533022,0.003205629],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.78238046,0.20767486,0.0005385608,0.00082257355,0.0069022886,0.0016812453],"domain_scores_gemma":[0.96339166,0.03191265,0.00011605774,0.0016592317,0.0022333604,0.00068706507],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.35708416,0.00018261453,0.00030614383,0.0015866325,0.024741892,0.0036373546,0.0025845603,0.00021827615,0.0005495093],"category_scores_gemma":[0.06414259,0.00018545671,0.000098912096,0.004099552,0.0015079237,0.0030573334,0.0015847224,0.011625047,0.00007338253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046105718,0.0005052813,0.0011047722,0.000031877007,0.000051438,0.000011059251,0.06404779,0.0001256628,0.017102843,0.4947725,0.0008816779,0.42090407],"study_design_scores_gemma":[0.0015671601,0.0032364451,0.010601729,0.0003455131,0.000019335237,0.000005306851,0.17978327,0.004197643,0.0076200943,0.18841715,0.6035241,0.0006822822],"about_ca_topic_score_codex":0.0041617374,"about_ca_topic_score_gemma":0.00041053345,"teacher_disagreement_score":0.6261262,"about_ca_system_score_codex":0.0011358124,"about_ca_system_score_gemma":0.0011670758,"threshold_uncertainty_score":0.99739695},"labels":[],"label_agreement":null},{"id":"W4293341224","doi":"10.22230/jripe.2022v12n2a331","title":"Using Visual Methods to Capture Patient Perspectives in Interprofessional Team-Based Care for Chronic Disease Management","year":2022,"lang":"en","type":"article","venue":"Journal of Research in Interprofessional Practice and Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Focus group; Health care; Psychology; Empowerment; Medicine; Diversity (politics); Nursing; Knowledge management; Medical education; Computer science","score_opus":0.4424786590021556,"score_gpt":0.7348323476826124,"score_spread":0.2923536886804568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293341224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620566,0.0059313783,0.0055950237,0.020814663,0.002095458,0.0021132024,0.000013728221,0.000007608361,0.0013723364],"genre_scores_gemma":[0.9436965,0.00006872092,0.054832827,0.00033180628,0.00030215585,0.0005115429,0.000003957568,0.000016595008,0.00023588791],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98575085,0.011212983,0.0005196614,0.00031447664,0.0016548198,0.00054718263],"domain_scores_gemma":[0.9935468,0.0045475033,0.0002685737,0.00013294212,0.0010336036,0.00047057844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018465923,0.000115830095,0.00021793605,0.0015113384,0.00090762024,0.000090462025,0.00037367572,0.000059259975,0.00015699324],"category_scores_gemma":[0.008027877,0.00010493774,0.00008047645,0.0010645045,0.00020770116,0.00068263477,0.00038291188,0.0013700918,0.0000013453435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.03657282,0.008932591,0.021606347,0.0011541191,0.00015228057,0.00020553583,0.48968735,0.004090821,0.0047986927,0.020177366,0.0068155434,0.40580654],"study_design_scores_gemma":[0.000661647,0.00082434074,0.0036879652,0.001456928,0.000021099017,0.000005307231,0.9501671,0.0024737895,0.00009775726,0.0034181806,0.037032086,0.0001537739],"about_ca_topic_score_codex":0.00074014027,"about_ca_topic_score_gemma":0.00022155157,"teacher_disagreement_score":0.4604798,"about_ca_system_score_codex":0.004509693,"about_ca_system_score_gemma":0.01121333,"threshold_uncertainty_score":0.9993118},"labels":[],"label_agreement":null},{"id":"W4293370685","doi":"10.1080/2373566x.2022.2080095","title":"Framing Futurities in Photovoice, Health, and Environment: How Power Is Reproduced and Challenged in Arts-Based Methods","year":2022,"lang":"en","type":"article","venue":"GeoHumanities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; University of Northern British Columbia; Simon Fraser University","funders":"","keywords":"Photovoice; The arts; Sociology; Framing (construction); Privilege (computing); Scholarship; Queer; Power (physics); Public relations; Aesthetics; Gender studies; Political science; Visual arts; Law","score_opus":0.5729923128662722,"score_gpt":0.5866732583962597,"score_spread":0.013680945529987554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293370685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98147607,0.008516489,0.000054229888,0.0061830627,0.00013144025,0.000530459,0.000016298078,0.00004236667,0.0030496076],"genre_scores_gemma":[0.9933604,0.0011818076,0.0026204702,0.001183808,0.00006951362,0.00038579002,0.0000029562295,0.00002313083,0.0011721284],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941809,0.00390885,0.00024903254,0.00047415536,0.00055114005,0.0006358912],"domain_scores_gemma":[0.9986996,0.0007910118,0.00009230621,0.00024026836,0.00001756687,0.00015924963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00961783,0.00014283741,0.00030879563,0.00034658893,0.0010163315,0.0001310197,0.00017730297,0.000054326778,0.0005069887],"category_scores_gemma":[0.00071746635,0.00016721881,0.00002901401,0.00018154427,0.00066284544,0.00024370897,0.00021839153,0.00045156808,0.000001527053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014705966,0.00027642676,0.01941274,0.00026185834,0.000026214862,0.000057873927,0.9252565,0.000023461309,0.00088453275,0.025175814,0.00035620137,0.028121348],"study_design_scores_gemma":[0.0011123439,0.0005431456,0.0378666,0.00006601856,0.0000058493238,0.0000020096154,0.5771164,0.00038802993,0.0006841892,0.01313185,0.36860144,0.00048217198],"about_ca_topic_score_codex":0.0023999352,"about_ca_topic_score_gemma":0.0031313235,"teacher_disagreement_score":0.36824524,"about_ca_system_score_codex":0.00032193805,"about_ca_system_score_gemma":0.00027922745,"threshold_uncertainty_score":0.78169024},"labels":[],"label_agreement":null},{"id":"W4294237774","doi":"10.1177/11771801221118592","title":"<i>Becoming Wolf</i> and other stories: using Indigenist arts-based methodologies to explore urban Indigenous coming of age","year":2022,"lang":"en","type":"article","venue":"AlterNative An International Journal of Indigenous Peoples","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Indigenous; Transformative learning; The arts; Sociology; Accountability; Autoethnography; Traditional knowledge; Pedagogy; Visual arts; Social science; Political science; Art; Law","score_opus":0.7065839281594051,"score_gpt":0.6274984449304188,"score_spread":0.07908548322898623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294237774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98614687,0.000269156,0.011798326,0.00009087296,0.00092559983,0.00039778437,0.000091847956,0.000021438296,0.0002581249],"genre_scores_gemma":[0.9716992,0.000055674504,0.027200319,0.00040080218,0.0005243185,0.00003068341,0.0000038823405,0.00003951874,0.000045607507],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9935493,0.002769397,0.0008155713,0.00030266642,0.0019940431,0.00056906056],"domain_scores_gemma":[0.9952808,0.0023524065,0.0010672014,0.00020204709,0.00075031084,0.00034721303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007890679,0.00023027492,0.00055403216,0.0009073889,0.0012132097,0.00020455636,0.0015190878,0.000065477594,0.00015431998],"category_scores_gemma":[0.0026611073,0.00022833969,0.00016579211,0.00042386647,0.0004614029,0.00055714516,0.00032573604,0.00048747944,0.0000012341512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074100285,0.00025391558,0.15434249,0.000018743784,0.00045844214,0.00030583233,0.82098234,0.00341208,0.012546681,0.0011798431,0.000016543754,0.0057420796],"study_design_scores_gemma":[0.0041366997,0.0076977024,0.029923083,0.00040271864,0.00027998618,0.00021485818,0.8098322,0.00037327598,0.115155146,0.0061371443,0.02438868,0.0014584902],"about_ca_topic_score_codex":0.0086484,"about_ca_topic_score_gemma":0.002985686,"teacher_disagreement_score":0.12441941,"about_ca_system_score_codex":0.0010450638,"about_ca_system_score_gemma":0.0018262537,"threshold_uncertainty_score":0.9979531},"labels":[],"label_agreement":null},{"id":"W4294719098","doi":"10.3390/ijerph191710979","title":"Navigating Paths to Wellness: A Strengths-Based Photovoice Study Conducted with One First Nation in Southern Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Toronto; Assembly of First Nations; University of Waterloo; Wilfrid Laurier University; Public Health Ontario; University of Guelph; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Paternalism; Transformative learning; Psychology; Substance use; Spirituality; Political science; Medicine; Developmental psychology; Clinical psychology","score_opus":0.40789895626893835,"score_gpt":0.5498745085530392,"score_spread":0.14197555228410086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294719098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849324,0.00006231354,0.00003486379,0.014149618,0.00010833124,0.0005063359,0.00007568034,0.0000030287797,0.00012741845],"genre_scores_gemma":[0.9990767,0.000016046297,0.00022051795,0.00038625352,0.000078173915,0.00006558191,0.000008883103,0.0000103064685,0.00013749172],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9918062,0.0026593655,0.00043319643,0.00020841163,0.0043155565,0.0005772886],"domain_scores_gemma":[0.99771833,0.0011072822,0.00019944787,0.00008984859,0.00015485934,0.0007302366],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012479251,0.00008244446,0.00017462831,0.00024666128,0.00077455444,0.00013855471,0.00053350563,0.000019673997,0.0013005772],"category_scores_gemma":[0.001414032,0.00007970472,0.000018027164,0.0004093983,0.00017998062,0.0002313523,0.00018805043,0.0011018682,0.0000018917552],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011103505,0.0062779104,0.74010515,0.000016943506,0.00019058064,0.00049947546,0.1672009,0.00067228865,0.00040996127,0.00024262874,0.0003742172,0.082899585],"study_design_scores_gemma":[0.0047702123,0.0067343493,0.23703878,0.00017729355,0.0000048877664,0.000019203313,0.6492037,0.00039578046,0.000100465724,0.0002446322,0.10098484,0.0003258279],"about_ca_topic_score_codex":0.95369655,"about_ca_topic_score_gemma":0.9905463,"teacher_disagreement_score":0.50306636,"about_ca_system_score_codex":0.008382437,"about_ca_system_score_gemma":0.00850596,"threshold_uncertainty_score":0.9996124},"labels":[],"label_agreement":null},{"id":"W4295094329","doi":"10.1177/08933189221121345","title":"Counter-Narratives Mobilized by Deprived Communities Through Theatre Interventions: Deconstructing and Reframing Master Narratives","year":2022,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; HEC Montréal","funders":"","keywords":"Narrative; Cognitive reframing; Sociology; Reflexivity; Conceptualization; Narrative inquiry; Oppression; Gender studies; Politics; Social psychology; Psychology; Political science; Social science; Literature; Art","score_opus":0.36953138170193783,"score_gpt":0.5400975658475078,"score_spread":0.17056618414556995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295094329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91594976,0.0035632395,0.012860651,0.0042560403,0.00013962787,0.0013263234,0.00003363359,0.00020124733,0.061669495],"genre_scores_gemma":[0.98032755,0.00048119057,0.016980711,0.00019301758,0.000011688796,0.0008396234,0.000045038363,0.000019636334,0.0011015224],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99008286,0.008347272,0.0004595939,0.00023145278,0.00051325216,0.0003655962],"domain_scores_gemma":[0.9981566,0.0006350487,0.00025425348,0.0007794248,0.000095071286,0.000079617326],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039833793,0.00016172977,0.0002318975,0.00014015778,0.0037971104,0.0003356415,0.0010223493,0.000037312686,0.0008416356],"category_scores_gemma":[0.00003740335,0.00017984636,0.00009213266,0.00033080613,0.0009961202,0.0007931176,0.0005845414,0.00041654083,0.000006889634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007245491,0.00030461347,0.004624499,0.000088510234,0.0002109083,0.0000021238727,0.8579612,0.0000112310245,0.0002166554,0.054330006,0.0013033701,0.08087446],"study_design_scores_gemma":[0.00051502587,0.00020119907,0.0004893014,0.000091795235,0.000016711037,9.649493e-7,0.87336165,0.00017716944,0.000008936551,0.019690331,0.10527474,0.0001721818],"about_ca_topic_score_codex":0.0006987435,"about_ca_topic_score_gemma":0.0010772598,"teacher_disagreement_score":0.10397137,"about_ca_system_score_codex":0.00023714478,"about_ca_system_score_gemma":0.000035429275,"threshold_uncertainty_score":0.9974998},"labels":[],"label_agreement":null},{"id":"W4296462715","doi":"10.18432/r26g8","title":"Arts-based Methods in Socially Engaged Research Practice: A Classification Framework","year":2017,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The arts; Popularity; Field (mathematics); Sociology; Visual arts education; Visual arts; Social research; Qualitative research; Psychology; Social science; Art; Social psychology","score_opus":0.918863528252028,"score_gpt":0.8103859606449536,"score_spread":0.10847756760707439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296462715","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14028272,0.00032818437,0.11564982,0.3885025,0.0028429432,0.0019486408,0.00003342764,0.000118859665,0.3502929],"genre_scores_gemma":[0.8549834,0.000521356,0.13956037,0.00013787267,0.0018904132,0.00028559632,0.0000063006487,0.0000508685,0.0025638456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.92275083,0.06602511,0.0009665763,0.0007801669,0.007301167,0.0021761477],"domain_scores_gemma":[0.9594314,0.03397344,0.00037906287,0.00086087006,0.0043275477,0.0010276892],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.28996083,0.00023658521,0.00038079728,0.0017309427,0.01937753,0.0030026108,0.004121391,0.00041977045,0.0017620253],"category_scores_gemma":[0.1776513,0.00023520683,0.00025762926,0.0010352269,0.0039692186,0.0028297694,0.00044468272,0.01319062,0.00042460425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038146244,0.004067103,0.015515967,0.00006309604,0.00035750703,0.0016987699,0.28495067,0.0001845892,0.018610919,0.55603004,0.012120314,0.102586426],"study_design_scores_gemma":[0.0026413389,0.0007749301,0.107275516,0.0007080416,0.00002368483,0.00004274097,0.13998374,0.009758719,0.0011515258,0.47508806,0.2619369,0.0006148067],"about_ca_topic_score_codex":0.00026237094,"about_ca_topic_score_gemma":0.001746583,"teacher_disagreement_score":0.71470064,"about_ca_system_score_codex":0.0019943265,"about_ca_system_score_gemma":0.006063273,"threshold_uncertainty_score":0.99957144},"labels":[],"label_agreement":null},{"id":"W4297236663","doi":"10.3389/feduc.2022.959225","title":"Youth agency in times of crisis: Exploring education and conflict in Mali through participatory visual approaches with youth","year":2022,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Institut écologie et environnement; McGill University","keywords":"Agency (philosophy); CONTEST; Citizen journalism; Public relations; Psychology; Sociology; Political science; Social psychology; Social science","score_opus":0.610216567624864,"score_gpt":0.5332159166945984,"score_spread":0.07700065093026554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297236663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933325,0.0017503535,0.00024080393,0.00021293649,0.00072756613,0.0005120587,0.0000057718444,0.000013867205,0.0032041534],"genre_scores_gemma":[0.9943087,0.00015546435,0.0043887477,0.000048987255,0.000067587804,0.0008838306,0.000015352514,0.000014922123,0.00011640045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967914,0.0017076165,0.00034394028,0.00032458687,0.00045665694,0.00037578307],"domain_scores_gemma":[0.9994984,0.000069951784,0.00013231115,0.00015866531,0.000046250603,0.000094408315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002920534,0.0001096253,0.00022959248,0.00043157124,0.000156527,0.00002856823,0.00018564792,0.00004899398,0.000058168418],"category_scores_gemma":[0.0003773046,0.000121021156,0.000020652666,0.0010029657,0.00022676063,0.00055836287,0.00006005878,0.00025891402,5.853582e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065282555,0.0007727162,0.4758058,0.000029379655,0.0000062950867,4.0098368e-7,0.50938714,0.00012995246,0.000008196205,0.0015849152,0.00017559147,0.012034346],"study_design_scores_gemma":[0.00025565404,0.000094563424,0.1077702,0.00006037215,0.00001546656,1.4480023e-7,0.8885637,0.00024788055,0.00019728052,0.0018891132,0.00076107803,0.00014458872],"about_ca_topic_score_codex":0.0072270255,"about_ca_topic_score_gemma":0.00059945305,"teacher_disagreement_score":0.37917653,"about_ca_system_score_codex":0.00057515514,"about_ca_system_score_gemma":0.0019268119,"threshold_uncertainty_score":0.9993839},"labels":[],"label_agreement":null},{"id":"W4297680462","doi":"10.1007/bf03405414","title":"Within the Eyes of the People","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Institute of Population and Public Health; Public Health Agency; Public Health Agency of Canada","keywords":"Citizen journalism; Immigration; Participatory action research; Literacy; Health literacy; Population; Focus group; Public relations; Psychology; Sociology; Medical education; Gender studies; Medicine; Gerontology; Pedagogy; Health care; Political science; Environmental health","score_opus":0.6559472406854866,"score_gpt":0.6306217896570925,"score_spread":0.02532545102839412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297680462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8981115,0.00070678623,0.0014495137,0.09124296,0.0009422327,0.00019761991,0.000005875304,0.000003207029,0.007340298],"genre_scores_gemma":[0.9976682,0.000016518412,0.00034294373,0.0013571967,0.0002609815,7.220062e-7,6.100247e-8,0.00000555477,0.00034779773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954559,0.0025567631,0.00047174765,0.00006002034,0.0006781694,0.00077740115],"domain_scores_gemma":[0.9960583,0.0007649635,0.0004423351,0.00018561985,0.00043449955,0.0021143085],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053957716,0.000049466067,0.00015998236,0.00017645385,0.0008739319,0.00007827503,0.000799266,0.000046716006,0.00014709382],"category_scores_gemma":[0.015123108,0.000027999802,0.00008066819,0.00091933983,0.0006791892,0.00017805355,0.000015322319,0.00039288265,0.000003148668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060964167,0.00003579153,0.4490884,0.000026571744,0.00004571966,0.000014237494,0.23268294,0.000011835697,0.000041377138,0.25091684,0.013574506,0.053555686],"study_design_scores_gemma":[0.00015615112,0.00012174338,0.54123414,0.00003913087,0.0000041111966,0.000010397926,0.058116034,0.000013867777,0.00007284102,0.002631141,0.3975374,0.00006303594],"about_ca_topic_score_codex":0.1537158,"about_ca_topic_score_gemma":0.89058036,"teacher_disagreement_score":0.73686457,"about_ca_system_score_codex":0.0006743419,"about_ca_system_score_gemma":0.039005473,"threshold_uncertainty_score":0.99317294},"labels":[],"label_agreement":null},{"id":"W4297795413","doi":"10.1007/978-3-030-86343-2_20","title":"Critical Methodologies and an Art-Based Method of Research in Higher Education Institutions","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Hegemony; Photovoice; Photography; SPARK (programming language); Sociology; Participatory action research; Power (physics); Citizen journalism; Dialog box; Aesthetics; Psychology; Political science; Visual arts; Computer science; Art; Politics","score_opus":0.9530117772975729,"score_gpt":0.7895839581769458,"score_spread":0.1634278191206271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297795413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005574981,0.00038701948,0.003660525,0.004449287,0.00035548405,0.00047482603,0.000020729916,0.000051318046,0.99054503],"genre_scores_gemma":[0.007116164,0.00024663878,0.45464224,0.000296286,0.00034436997,0.00036598023,0.000024871264,0.000042107393,0.5369214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9876904,0.009626724,0.00037878187,0.0004901359,0.0013230119,0.0004909449],"domain_scores_gemma":[0.98676884,0.012026053,0.000061274375,0.00037092148,0.00047898403,0.00029389554],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02944203,0.0001428095,0.00037906648,0.0009446731,0.000498566,0.000068441834,0.0004129614,0.00031755067,0.01163281],"category_scores_gemma":[0.008344801,0.00014284947,0.00006269487,0.00033002382,0.002871609,0.00030424498,0.00022580219,0.0010265223,0.000017403114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033161854,0.00009061241,0.00006282076,0.00006348214,0.00000773143,0.00000568773,0.0005588032,0.0000080226255,0.00008683861,0.98168117,0.0006799252,0.016721753],"study_design_scores_gemma":[0.000079454265,0.00015973562,0.00027601843,0.000064139436,0.000013507055,2.9452042e-7,0.0011668067,0.000022400369,0.00008012307,0.33369938,0.6642991,0.00013910275],"about_ca_topic_score_codex":0.0021754063,"about_ca_topic_score_gemma":0.0012409633,"teacher_disagreement_score":0.66361916,"about_ca_system_score_codex":0.0004295127,"about_ca_system_score_gemma":0.0051403893,"threshold_uncertainty_score":0.999842},"labels":[],"label_agreement":null},{"id":"W4297804912","doi":"10.4324/9781003149965-31","title":"SExT","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.820470093315898,"score_gpt":0.6872138485393945,"score_spread":0.13325624477650355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297804912","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000073171564,0.0001711353,0.000056897356,0.0005665861,0.00028957482,0.0002039104,0.0000094693305,0.00011338079,0.9985817],"genre_scores_gemma":[0.00025812862,0.00024080402,0.0005533222,0.0002591704,0.0002966481,0.00002398276,0.000003411815,0.000026652599,0.99833786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978524,0.00033857315,0.00013784856,0.00023603166,0.0010929063,0.00034222924],"domain_scores_gemma":[0.99898416,0.00043687326,0.000053003383,0.00022587835,0.000054664913,0.0002454135],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029975919,0.00010629415,0.00017419987,0.00009671874,0.00053355953,0.000044292745,0.00038958873,0.00014705483,0.27192986],"category_scores_gemma":[0.0005272915,0.00010847009,0.000101591606,0.00003578499,0.0003588649,0.00007684337,0.00019649781,0.0004462223,0.0013646655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027720207,0.00000443803,0.0000054212255,0.0000029506825,0.000014439163,0.000017607057,0.00089535204,1.8385565e-7,0.0000035518779,0.9664993,0.018928992,0.013624959],"study_design_scores_gemma":[0.0000267057,0.000024834844,0.0000039869997,0.000003877964,0.0000070289175,1.1720496e-7,0.00017319615,0.0000017989324,0.000004269024,0.058794953,0.9408371,0.0001221555],"about_ca_topic_score_codex":0.0006579392,"about_ca_topic_score_gemma":0.0007021896,"teacher_disagreement_score":0.9219081,"about_ca_system_score_codex":0.00031250634,"about_ca_system_score_gemma":0.000711458,"threshold_uncertainty_score":0.9994129},"labels":[],"label_agreement":null},{"id":"W4298002903","doi":"10.17645/up.v7i3.5451","title":"Picture This: Exploring Photovoice as a Method to Understand Lived Experiences in Marginal Neighbourhoods","year":2022,"lang":"en","type":"article","venue":"Urban Planning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Photovoice; Foregrounding; Participatory action research; Sociology; Transformative learning; Citizen journalism; Context (archaeology); Participatory planning; Visual research; Situated; Action research; Participatory GIS; Neighbourhood (mathematics); Public relations; Pedagogy; Political science; Environmental planning; Visual arts; Geography","score_opus":0.66283489657946,"score_gpt":0.5936027427601825,"score_spread":0.0692321538192775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298002903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95775735,0.00042606058,0.0046330746,0.00046641,0.00039380512,0.00044183072,0.0000035612618,0.0001134773,0.035764452],"genre_scores_gemma":[0.98554426,0.0000043254813,0.010841022,0.0006066902,0.00020537626,0.0006500961,0.0000015098328,0.000021855703,0.002124854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.994297,0.0029191035,0.0002651645,0.00046742044,0.0011653648,0.0008859351],"domain_scores_gemma":[0.99818355,0.0010990712,0.00007670908,0.0001995013,0.000039493752,0.00040168499],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060867826,0.00016144698,0.0002572596,0.00035413075,0.0012294803,0.0001572077,0.00061708735,0.00005634826,0.0025515778],"category_scores_gemma":[0.0015800357,0.0001749813,0.00005922357,0.0011997649,0.00012333461,0.00035182483,0.00030118934,0.0005948516,0.000029729148],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017131504,0.000055692417,0.013598468,0.000008408992,0.000014825534,0.00020145088,0.9777776,0.0008086319,0.0016470494,0.0025238495,0.0018867498,0.0013059301],"study_design_scores_gemma":[0.00029971247,0.000257009,0.0022123721,0.000053021715,0.000006678634,0.00000353904,0.8796277,0.0005511911,0.0012534036,0.0007712188,0.114684865,0.00027925931],"about_ca_topic_score_codex":0.0015773462,"about_ca_topic_score_gemma":0.0000792553,"teacher_disagreement_score":0.11279812,"about_ca_system_score_codex":0.0006722798,"about_ca_system_score_gemma":0.00047217603,"threshold_uncertainty_score":0.9983602},"labels":[],"label_agreement":null},{"id":"W4298087812","doi":"10.1001/amajethics.2022.895","title":"Witnessing Care and Cleaning Health Care Spaces","year":2022,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portrait; Housekeeping; Nova scotia; Health care; Dementia; Gerontology; The arts; Art; Medicine; Visual arts; Psychology; Nursing; Art history; History; Political science; Ethnology","score_opus":0.5359848126249931,"score_gpt":0.6531647383708922,"score_spread":0.11717992574589908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298087812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96736956,0.017023025,0.00011867615,0.012970018,0.00028345973,0.00009811106,0.000001876339,0.000009840083,0.0021254658],"genre_scores_gemma":[0.9980088,0.0002585647,0.0007988903,0.00063705805,0.00023158365,0.0000025439128,1.2370876e-7,0.000008267273,0.00005417286],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9931739,0.0052869814,0.00021107147,0.00007915779,0.00094257103,0.00030630777],"domain_scores_gemma":[0.9983219,0.0008962735,0.0002836456,0.00009766229,0.00021825617,0.00018227557],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011086426,0.00005572083,0.00016443439,0.0000808265,0.00261268,0.00011822191,0.00036004456,0.000028261049,0.00007406618],"category_scores_gemma":[0.0015251748,0.00004075204,0.000051055125,0.00026972662,0.00044853517,0.00014830081,0.00015369501,0.0010135421,0.0000010281726],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005836504,0.00001233723,0.006140804,0.000053433574,0.000024292194,0.000027828375,0.91604227,0.00023538664,0.00036634714,0.008098458,0.00040119374,0.068539284],"study_design_scores_gemma":[0.00028987732,0.00055742834,0.0047062365,0.00009205505,0.000018190643,0.000021806933,0.93580985,0.000026872238,0.00010368298,0.0030503543,0.05523607,0.00008758034],"about_ca_topic_score_codex":0.00050407543,"about_ca_topic_score_gemma":0.00037494622,"teacher_disagreement_score":0.0684517,"about_ca_system_score_codex":0.00031182953,"about_ca_system_score_gemma":0.0014031589,"threshold_uncertainty_score":0.9986858},"labels":[],"label_agreement":null},{"id":"W4300006130","doi":"10.18432/a.r.i..v2i1.28766","title":"Concrete Research Poetry: A Visual Representation of Metaphor","year":2017,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metaphor; Poetry; Representation (politics); Mental image; Psychology; Research data; Art; Cognitive science; Sociology; Computer science; Linguistics; Literature; Philosophy; Cognition; World Wide Web; Political science","score_opus":0.8296180366618598,"score_gpt":0.7560505057989998,"score_spread":0.07356753086286005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300006130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8315391,0.00017699772,0.0008528443,0.021660525,0.0010600154,0.0006481312,0.000035668007,0.00003098234,0.14399576],"genre_scores_gemma":[0.9870321,0.00071053405,0.001834228,0.000018761022,0.0013970621,0.00008573749,0.000008128404,0.000033925327,0.008879521],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98129594,0.008072561,0.0008112861,0.0005502899,0.0077459738,0.0015239497],"domain_scores_gemma":[0.99015665,0.0032893461,0.00033839635,0.0006501925,0.004624504,0.0009409149],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.050016247,0.00017944492,0.00040612684,0.0013416219,0.0070462874,0.0013539409,0.003342125,0.00019028928,0.0025345902],"category_scores_gemma":[0.01645624,0.00016809066,0.00031598198,0.0008019769,0.005348186,0.0021507114,0.0006911407,0.0023161212,0.00031672782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076175528,0.0017546637,0.07334105,0.00016770064,0.0022506276,0.0025272008,0.2947491,0.000093985815,0.20810539,0.27661446,0.07478022,0.057998035],"study_design_scores_gemma":[0.008473433,0.0044255704,0.20764925,0.0011754544,0.0001112253,0.0002670705,0.17254739,0.00728177,0.046127044,0.28563353,0.26496035,0.0013479168],"about_ca_topic_score_codex":0.0005519796,"about_ca_topic_score_gemma":0.0005907234,"teacher_disagreement_score":0.19018012,"about_ca_system_score_codex":0.0005527242,"about_ca_system_score_gemma":0.0018027266,"threshold_uncertainty_score":0.9999856},"labels":[],"label_agreement":null},{"id":"W4300030690","doi":"10.2458/jcrae.4919","title":"In/Visibility of the Abandoned School: Beyond Representations of School Closure","year":2014,"lang":"en","type":"article","venue":"Journal of Cultural Research in Art Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Visibility; Closure (psychology); The arts; Photography; Art school; Sociology; Visual arts; Visual arts education; Pedagogy; Political science; Geography; Art","score_opus":0.5410575385982934,"score_gpt":0.6867299592490044,"score_spread":0.14567242065071095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300030690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97757816,0.00016042488,0.000017377066,0.008407729,0.00042834066,0.00039293026,0.0000013215603,0.0000017434184,0.0130119985],"genre_scores_gemma":[0.9970554,0.00014301177,0.00079634873,0.000038843336,0.00035184028,0.000019237326,5.307955e-7,0.0000046747473,0.0015901085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.989968,0.0068035563,0.000808383,0.00014526106,0.001907181,0.00036764078],"domain_scores_gemma":[0.99408436,0.0017291172,0.00042399563,0.00031809957,0.0031226873,0.00032175294],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025981246,0.00006590084,0.0002435651,0.00040017033,0.00019364884,0.000055628952,0.000631289,0.000087246226,0.00022479569],"category_scores_gemma":[0.082990594,0.000043770815,0.000118281256,0.0017372317,0.0007625758,0.0009071757,0.00008506979,0.00085529557,0.000014247431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032627827,0.0010886288,0.8935699,0.0001094518,0.000026412,0.0000011851198,0.021915294,0.00012534176,0.031029472,0.017229717,0.029337063,0.005241269],"study_design_scores_gemma":[0.0005843389,0.00016573616,0.9212583,0.00027984392,0.00000649668,0.0000015204654,0.018151147,0.00004385031,0.008344248,0.03703241,0.014064964,0.000067173714],"about_ca_topic_score_codex":0.00125863,"about_ca_topic_score_gemma":0.0014196225,"teacher_disagreement_score":0.05700935,"about_ca_system_score_codex":0.00047540787,"about_ca_system_score_gemma":0.0035100104,"threshold_uncertainty_score":0.92473376},"labels":[],"label_agreement":null},{"id":"W4302600859","doi":"10.25071/1913-5874/37392","title":"Lessons in Failing Well: Building Hyper-Migration—a postcolonial, digital, feminist game with refugee youth in Toronto","year":2016,"lang":"en","type":"article","venue":"InTensions","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Refugee; Participatory action research; Praxis; Sociology; Photovoice; Public relations; Focus group; Citizen journalism; Political science","score_opus":0.3300542015790442,"score_gpt":0.5633095547692989,"score_spread":0.2332553531902547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302600859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839323,0.00007411775,0.000576905,0.006269534,0.00012499763,0.00029545408,0.000024293307,0.00006226621,0.008640097],"genre_scores_gemma":[0.99819213,0.0000606302,0.0008007521,0.00017633649,0.000073241485,0.000044726672,0.0000015540586,0.000021102038,0.0006295408],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9976548,0.00046649913,0.00032166427,0.00037734763,0.00049350644,0.00068616087],"domain_scores_gemma":[0.9982076,0.0009874677,0.000073552255,0.00027763066,0.00019053525,0.00026317823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016344311,0.00014049126,0.0002458729,0.00013559691,0.00023455505,0.00015015314,0.00030922555,0.00011633114,0.000129881],"category_scores_gemma":[0.006527327,0.000098596196,0.00004862414,0.0004269628,0.00049064896,0.00069664273,0.00011332262,0.00019370903,0.00006184484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009992222,0.0015178224,0.55530375,0.00003496283,0.00007983296,0.00050490245,0.16796751,0.000088982415,0.10272865,0.10624893,0.0014275033,0.06309794],"study_design_scores_gemma":[0.0054458072,0.00178753,0.11694212,0.0043706927,0.0001007202,0.000017802924,0.4846406,0.0008346251,0.012410887,0.007084749,0.36386088,0.002503572],"about_ca_topic_score_codex":0.013004802,"about_ca_topic_score_gemma":0.25711113,"teacher_disagreement_score":0.43836161,"about_ca_system_score_codex":0.0009238435,"about_ca_system_score_gemma":0.00047361624,"threshold_uncertainty_score":0.9935677},"labels":[],"label_agreement":null},{"id":"W4302944961","doi":"10.2458/jcrae.4985","title":"Boys' Use of Visual Material Culture to Negotiate Local Masculinities","year":2010,"lang":"en","type":"article","venue":"Journal of Cultural Research in Art Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Visual culture; Club; Sociology; Visual research; Masculinity; Ethnography; Gender studies; Citizen journalism; Resource (disambiguation); Aesthetics; Media studies; Visual arts; Social science; Anthropology; Art; Political science; Law","score_opus":0.6108065723063186,"score_gpt":0.6854181557326786,"score_spread":0.07461158342635998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302944961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322313,0.000031960946,0.000095727155,0.0027756637,0.0014704939,0.0003299272,0.0000041882427,0.0000065018758,0.0020624097],"genre_scores_gemma":[0.9924339,0.00011864112,0.003933053,0.00006404528,0.0012116223,0.000023037055,0.0000031192951,0.000008806125,0.0022037444],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99428916,0.0023921812,0.000608078,0.0001581883,0.0019513386,0.0006010755],"domain_scores_gemma":[0.9958315,0.00059886614,0.00020108033,0.00014818233,0.0026308992,0.00058945344],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010013192,0.00010428271,0.00026623884,0.0005120155,0.00026565534,0.00035460969,0.00046249133,0.00015720437,0.00039040382],"category_scores_gemma":[0.011175713,0.00007815346,0.00010071661,0.0009177222,0.00077927904,0.0013324035,0.00009470187,0.00101211,0.000065365886],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002931897,0.0028760503,0.0121630775,0.00020638962,0.000103126375,0.00005907675,0.26576057,0.00022292575,0.42989364,0.036758095,0.13106444,0.117960714],"study_design_scores_gemma":[0.0008122345,0.0012240851,0.016752204,0.00041064442,0.000016436145,0.000026807864,0.13628256,0.000100258556,0.046141595,0.0049297404,0.79300094,0.0003025065],"about_ca_topic_score_codex":0.00090011326,"about_ca_topic_score_gemma":0.0011992862,"teacher_disagreement_score":0.66193646,"about_ca_system_score_codex":0.00030190573,"about_ca_system_score_gemma":0.002492705,"threshold_uncertainty_score":0.9971536},"labels":[],"label_agreement":null},{"id":"W4303103777","doi":"","title":"La participation photographique des Inuit dans le développement touristique du parc national Tursujuq (Nunavik)","year":2012,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.2102990406414055,"score_gpt":0.45990618747697715,"score_spread":0.24960714683557164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303103777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77569383,0.0020502328,0.08915256,0.022535115,0.00040857887,0.0006700599,0.00007914802,0.00018556343,0.109224916],"genre_scores_gemma":[0.9448109,0.0016074788,0.04159723,0.00020141425,0.00016461346,0.00033392326,0.00006221849,0.00005436254,0.011167851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9535819,0.042345583,0.0007353723,0.000602183,0.0014423886,0.0012925211],"domain_scores_gemma":[0.98961145,0.0052634156,0.00043540483,0.00077631074,0.0029552588,0.0009581801],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.042546898,0.000372299,0.00037247952,0.00025504644,0.0016286043,0.00040675025,0.0010192209,0.00038881824,0.000946974],"category_scores_gemma":[0.011741027,0.0004287238,0.0002502219,0.001584539,0.0030444064,0.001019514,0.00045487977,0.00064887607,0.0001581439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029377057,0.0028688489,0.08749462,0.00012372155,0.00013626512,0.00000692298,0.21738511,0.00003546847,0.008523287,0.60439396,0.0024605652,0.07654184],"study_design_scores_gemma":[0.0020153897,0.0000073710785,0.49098447,0.0023235553,0.00019792696,0.000026289814,0.008382969,0.011216343,0.17047901,0.08725049,0.22541335,0.0017028268],"about_ca_topic_score_codex":0.01326519,"about_ca_topic_score_gemma":0.027550844,"teacher_disagreement_score":0.5171435,"about_ca_system_score_codex":0.0012186917,"about_ca_system_score_gemma":0.0015694697,"threshold_uncertainty_score":0.9999663},"labels":[],"label_agreement":null},{"id":"W4304136766","doi":"10.1016/j.lisr.2022.101196","title":"What is next for information world mapping? International and multidisciplinary approaches to understanding information behaviors/practices in context","year":2022,"lang":"en","type":"article","venue":"Library & Information Science Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Data science; Context (archaeology); Multidisciplinary approach; Flexibility (engineering); Reflexivity; Information system; Citizen journalism; Computer science; Strengths and weaknesses; Knowledge management; Sociology; Psychology; Political science; World Wide Web; Social science; Geography","score_opus":0.8705476613118595,"score_gpt":0.630606658068093,"score_spread":0.23994100324376644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304136766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7946202,0.00014004593,0.011124421,0.09785433,0.0021899506,0.0076074535,0.00022944939,0.0002620835,0.08597207],"genre_scores_gemma":[0.99362487,0.0001489776,0.0036163568,0.0011022117,0.00005885727,0.0009945781,0.00009113065,0.0000063082502,0.0003567247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.994033,0.00074915617,0.0007367227,0.00022227163,0.0033634447,0.0008954126],"domain_scores_gemma":[0.99744475,0.0012356,0.0003873558,0.0002506637,0.00025665681,0.0004249772],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.020872345,0.00012699481,0.00015832852,0.004645291,0.0031616653,0.0058340826,0.001250013,0.000058834932,0.0003521453],"category_scores_gemma":[0.0029157025,0.00013549569,0.000043402062,0.0057528443,0.0008976366,0.1739768,0.0014396764,0.0005827158,0.00008263747],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003875171,0.00007938837,0.0151668,0.00008814043,0.000009808022,8.2021893e-7,0.5403089,0.0003802184,0.00006966207,0.29661623,0.0022491629,0.14464335],"study_design_scores_gemma":[0.0004912258,0.00012253273,0.005744665,0.000045099547,0.0000015744455,0.0000013219616,0.5749719,0.021845192,0.00021966394,0.0038769573,0.3924996,0.0001802168],"about_ca_topic_score_codex":0.00033002096,"about_ca_topic_score_gemma":0.00009107112,"teacher_disagreement_score":0.39025044,"about_ca_system_score_codex":0.001073254,"about_ca_system_score_gemma":0.0016393814,"threshold_uncertainty_score":0.9981361},"labels":[],"label_agreement":null},{"id":"W4306175590","doi":"10.1002/pra2.728","title":"<i>Data Care</i> as Conversation: A Resource to Support Dialogue, Decision Making, and Design Activities that Respect Newcomer Communities and their Data","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deliberation; Conversation; Flexibility (engineering); Empirical research; Set (abstract data type); Resource (disambiguation); The arts; Sociology; Space (punctuation); Process (computing); Computer science; Public relations; Psychology; Knowledge management; Political science; Management","score_opus":0.39345074040329325,"score_gpt":0.5105137399995447,"score_spread":0.1170629995962515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306175590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772011,0.00013940237,0.00134257,0.0117119085,0.000186948,0.0019062655,0.00055790384,0.00015746165,0.006796422],"genre_scores_gemma":[0.9977211,0.000053373766,0.0017117357,0.00037444,0.0000107493715,0.00007421719,0.000010184881,0.0000033646975,0.000040881478],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984411,0.000073588686,0.0002106801,0.00016919296,0.0008371694,0.00026828732],"domain_scores_gemma":[0.99776864,0.0009872235,0.0003798456,0.0002669013,0.0005411075,0.00005631126],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012302872,0.00007250979,0.00014009528,0.0004483974,0.0020881782,0.00030675798,0.001543644,0.00006509643,0.0000044217754],"category_scores_gemma":[0.010245401,0.000059831924,0.000009193925,0.0011935926,0.0008334202,0.0031743497,0.002875073,0.00016488065,5.911964e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003956141,0.000049514423,0.13848747,0.00010702407,0.00006467835,8.347575e-8,0.44020012,0.000008635464,0.0019040105,0.11913437,0.032035936,0.26761255],"study_design_scores_gemma":[0.00049049285,0.0003598058,0.0032536623,0.000032546326,0.000023381706,0.000004315354,0.597954,0.0015388686,0.0041422495,0.011055609,0.38097042,0.00017470184],"about_ca_topic_score_codex":0.0001078097,"about_ca_topic_score_gemma":0.000071847506,"teacher_disagreement_score":0.34893447,"about_ca_system_score_codex":0.00025663595,"about_ca_system_score_gemma":0.00037644422,"threshold_uncertainty_score":0.99921095},"labels":[],"label_agreement":null},{"id":"W4306408342","doi":"10.1386/public_00130_1","title":"Stretching Our Stories (SOS): Digital Worldmaking in Troubled Times","year":2022,"lang":"en","type":"article","venue":"Public","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Centre for Social Innovation; Brandon University; Brock University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Intersectionality; Sociology; Normative; The arts; 2019-20 coronavirus outbreak; Media studies; Pandemic; Ableism; Aesthetics; Movie theater; Inequality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Work (physics); Public relations; Visual arts; Political science; Gender studies; Art; Law; Medicine; Engineering","score_opus":0.5971609094179193,"score_gpt":0.6173829014844245,"score_spread":0.020221992066505212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306408342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91538197,0.00013095308,0.000060763912,0.0070988503,0.00038686057,0.0002281884,0.000008878768,0.00013808727,0.07656544],"genre_scores_gemma":[0.99506414,0.0000025715794,0.00021023497,0.00008736433,0.00016976932,0.0001295638,0.0000033254382,0.000014264465,0.0043187495],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650335,0.0013409513,0.0001988832,0.000246631,0.00096725405,0.0007428989],"domain_scores_gemma":[0.99915063,0.00035272943,0.000065617445,0.00016608558,0.00005432352,0.00021059153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004598441,0.000087183354,0.00015685355,0.0002962801,0.00088888867,0.0005775851,0.0005107861,0.000029393354,0.0005161799],"category_scores_gemma":[0.003391702,0.00009616151,0.000054045868,0.0012223072,0.00008551593,0.0010978978,0.00034423903,0.00040268723,0.00002341134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058175734,0.00041925797,0.44739646,0.000014920284,0.000045297227,0.00008079521,0.071755566,0.00016119795,0.00013667501,0.38990963,0.006006014,0.084016025],"study_design_scores_gemma":[0.0006085624,0.00009603498,0.016029386,0.000010490039,0.000004675549,0.0000011860863,0.1273294,0.0009054799,0.000046577894,0.012586513,0.8420256,0.00035612754],"about_ca_topic_score_codex":0.00069180236,"about_ca_topic_score_gemma":0.0010314231,"teacher_disagreement_score":0.8360196,"about_ca_system_score_codex":0.0005975726,"about_ca_system_score_gemma":0.0006690094,"threshold_uncertainty_score":0.6836703},"labels":[],"label_agreement":null},{"id":"W4306696703","doi":"10.3224/ijar.v18i2.05","title":"How to go on? An ethnographic return to the ‘rough ground’ in PAR","year":2022,"lang":"en","type":"article","venue":"IJAR – International Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Transformative learning; Common ground; Action (physics); Citizen journalism; Everyday life; Participatory action research; Sociology; Indigenous; Social psychology; Aesthetics; Epistemology; Psychology; Art; Political science; Philosophy; Anthropology; Law; Pedagogy","score_opus":0.7908244973229492,"score_gpt":0.7194316782571004,"score_spread":0.07139281906584882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306696703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88641775,0.000029063267,0.00032802904,0.10874831,0.0012018138,0.00034801895,0.000009948209,0.000010528795,0.0029065465],"genre_scores_gemma":[0.99541545,0.000057701593,0.00042292793,0.00084826816,0.0010466533,0.00008838985,0.0000011326023,0.000013697733,0.0021057562],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98595923,0.0072250594,0.00032780936,0.00022874943,0.0057222764,0.0005368584],"domain_scores_gemma":[0.9965438,0.0012986269,0.00012595874,0.00022148182,0.0013676166,0.0004424634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028314672,0.0000827686,0.00014048397,0.0015262978,0.0008995831,0.0005356502,0.0019163062,0.00005004662,0.00049599604],"category_scores_gemma":[0.007072664,0.00006722528,0.0000993259,0.0019293817,0.0002107185,0.00061275,0.00031621192,0.0016619245,0.000049384063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010452046,0.003926209,0.04878255,0.000020236286,0.00059073366,0.0014092679,0.21058965,0.012838832,0.055120558,0.07312056,0.14940761,0.43374175],"study_design_scores_gemma":[0.00041591737,0.001367218,0.031863,0.000030802057,0.000002889525,0.000017318416,0.035825193,0.00021722681,0.0012803306,0.0038629365,0.9250013,0.00011587106],"about_ca_topic_score_codex":0.0011414535,"about_ca_topic_score_gemma":0.003155411,"teacher_disagreement_score":0.7755937,"about_ca_system_score_codex":0.001246662,"about_ca_system_score_gemma":0.0006468383,"threshold_uncertainty_score":0.9813357},"labels":[],"label_agreement":null},{"id":"W4307422998","doi":"10.25071/28169344.7","title":"On the Paradox of the Unrepresentable: The Trauma Narratives in Robert Houle’s Sandy Bay Residential School Series and Wayne Dunkley’s #whatdoyoufeelwhen","year":2022,"lang":"en","type":"article","venue":"YU-WRITE Journal of Graduate Student Research in Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Narrative; Painting; Indigenous; History; Visual arts; Portrait; Art; Art history; Literature","score_opus":0.5446139732308983,"score_gpt":0.6240182582937491,"score_spread":0.0794042850628508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307422998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461963,0.0013390821,0.000005913049,0.048772007,0.00063338474,0.0010509936,0.000004474382,0.0000033197105,0.0019945],"genre_scores_gemma":[0.9967842,0.0011377345,0.00006296233,0.00009819504,0.00025238702,0.00020455148,6.1182527e-7,0.000014670423,0.0014446665],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9750578,0.018899396,0.0007645719,0.00027021664,0.0043483023,0.0006597073],"domain_scores_gemma":[0.9953844,0.00298999,0.00037422514,0.00045078632,0.0005890891,0.00021153838],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.037717905,0.0001453256,0.00029574448,0.00054149877,0.0017717,0.0003237392,0.0016474014,0.00005140015,0.00033344206],"category_scores_gemma":[0.005148386,0.000082696046,0.00010797978,0.0021162473,0.0013954254,0.00056194514,0.000477337,0.002102662,0.0000025452885],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022773084,0.00446482,0.4132797,0.000099754354,0.00024719574,0.000050966526,0.47798398,0.0011834059,0.003770199,0.04830027,0.022391945,0.025950441],"study_design_scores_gemma":[0.0005604818,0.00053537096,0.56470203,0.00019305157,0.000010924825,0.000011887987,0.39434218,0.000022687133,0.0009928091,0.03348092,0.005040587,0.00010708925],"about_ca_topic_score_codex":0.003365354,"about_ca_topic_score_gemma":0.005478226,"teacher_disagreement_score":0.15142229,"about_ca_system_score_codex":0.00077900355,"about_ca_system_score_gemma":0.0024001314,"threshold_uncertainty_score":0.9995279},"labels":[],"label_agreement":null},{"id":"W4308499612","doi":"10.1016/j.ijdrr.2022.103420","title":"Insights on the COVID-19 pandemic: Youth engagement through Photovoice","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Seneca Polytechnic; Wilfrid Laurier University; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Thematic analysis; Pandemic; Community resilience; Public relations; Focus group; Participatory action research; Reflexivity; Sociology; Community engagement; Psychological resilience; Coronavirus disease 2019 (COVID-19); Political science; Qualitative research; Psychology; Economic growth; Medicine; Engineering; Social psychology; Social science","score_opus":0.6826821772028572,"score_gpt":0.6074963735612018,"score_spread":0.07518580364165539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308499612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98414326,0.000109503104,0.002694858,0.005105976,0.0032352176,0.00020858037,0.00002887109,0.000019559207,0.0044541815],"genre_scores_gemma":[0.99714154,0.00022654718,0.00022589242,0.00088880584,0.0010739155,0.000028335617,0.0000027826136,0.000009455239,0.00040272312],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923473,0.0048525697,0.0003766814,0.00015035301,0.0020858734,0.00018723022],"domain_scores_gemma":[0.9982217,0.0006819928,0.000524223,0.00012969987,0.00027925798,0.00016314168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053990562,0.000087742344,0.00011434804,0.00015511886,0.0010142197,0.00012245704,0.0007689034,0.00002968038,0.00085478654],"category_scores_gemma":[0.0032846718,0.00006324973,0.00013489263,0.00023241072,0.00024986375,0.00038119138,0.00014648268,0.0007527045,0.000016904567],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001655785,0.0009875516,0.00943123,0.0000057848947,0.0006993025,0.000065624445,0.9019488,0.007777624,0.005308102,0.044512562,0.012284829,0.015322784],"study_design_scores_gemma":[0.000848673,0.00040217693,0.0006453969,0.000017829521,0.00006210188,0.000056556557,0.290225,0.00007938846,0.00067861757,0.026115596,0.6807134,0.00015527074],"about_ca_topic_score_codex":0.0007826909,"about_ca_topic_score_gemma":0.000060960072,"teacher_disagreement_score":0.6684286,"about_ca_system_score_codex":0.0012577735,"about_ca_system_score_gemma":0.0005005787,"threshold_uncertainty_score":0.9359313},"labels":[],"label_agreement":null},{"id":"W4308628132","doi":"10.1177/10497323221136485","title":"“It’s Like Youth are Talking Into a Microphone That is not Plugged in”: Engaging Youth in Disaster Risk Reduction Through Photovoice","year":2022,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Seneca Polytechnic; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Disaster risk reduction; Youth empowerment; Positive Youth Development; Focus group; Youth studies; Public relations; Sociology; Political science; Empowerment; Economic growth; Gender studies; Geography; Environmental planning","score_opus":0.8831174553873415,"score_gpt":0.7220180565833633,"score_spread":0.16109939880397828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308628132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805725,0.0008411761,0.00032174718,0.014125089,0.00041145863,0.0019371212,0.0002673999,0.000055149758,0.0014683302],"genre_scores_gemma":[0.9942008,0.0005762597,0.0021821847,0.0013797726,0.00015818472,0.00070820947,0.0000219598,0.000053282918,0.0007193139],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8838175,0.10763657,0.0009026485,0.0010832743,0.004150598,0.0024094237],"domain_scores_gemma":[0.9924257,0.0057401345,0.00040826795,0.0004886231,0.00040632478,0.0005309826],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11295715,0.00025134164,0.00060650794,0.0010427954,0.0040822164,0.00018573985,0.00079968746,0.0001288919,0.00037912102],"category_scores_gemma":[0.009669169,0.00027462185,0.00010855411,0.004410428,0.0013796085,0.0006743517,0.0007053661,0.0041615674,0.00006398511],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005451489,0.0003126464,0.0039945487,0.00015426203,0.000018120645,0.000015668853,0.99000716,0.00002120841,0.0005787712,0.00024618267,0.0007546319,0.0033516604],"study_design_scores_gemma":[0.0009694048,0.00032856726,0.0017439686,0.00020758409,0.0000045666998,3.534887e-7,0.98593956,0.00008498787,0.00090576196,0.0029248635,0.0066414326,0.0002489479],"about_ca_topic_score_codex":0.18902639,"about_ca_topic_score_gemma":0.024226483,"teacher_disagreement_score":0.1647999,"about_ca_system_score_codex":0.0050988696,"about_ca_system_score_gemma":0.0025638575,"threshold_uncertainty_score":0.9999706},"labels":[],"label_agreement":null},{"id":"W4308644653","doi":"10.17742/image.tp.13.2.4","title":"Gender and Migration: Resisting with a Camera. A Researcher to Researcher Experience","year":2022,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Situated; Reflexivity; Narrative; Resistance (ecology); Construct (python library); Sociology; Power (physics); Visibility; Observer (physics); Gender studies; Visual arts; Computer science; Social science; Art; Artificial intelligence","score_opus":0.6316915716970529,"score_gpt":0.6976925806407547,"score_spread":0.06600100894370176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308644653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96107364,0.0026015989,0.0004763063,0.017681206,0.000106186955,0.00037302787,0.000018142326,0.000025510994,0.01764436],"genre_scores_gemma":[0.9767302,0.00020781328,0.019593777,0.00016549052,0.00018116408,0.00015283802,7.349023e-7,0.000013905264,0.0029540767],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99509126,0.0017120793,0.00038614913,0.00025025403,0.001992619,0.0005676292],"domain_scores_gemma":[0.9857165,0.0008410447,0.00019186643,0.00015085281,0.012756141,0.0003435535],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.006643126,0.00013212109,0.0002559609,0.00029262554,0.003961841,0.0016949257,0.0004469251,0.0000192953,0.00018385059],"category_scores_gemma":[0.025854906,0.000097589706,0.00005999918,0.0012053148,0.0065481504,0.005107717,0.00042008457,0.00058568903,0.0000042930865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009479855,0.00036884207,0.08299485,0.0000995691,0.00054108264,0.0006704548,0.7794094,0.00018877353,0.041558784,0.054659273,0.027364358,0.011196599],"study_design_scores_gemma":[0.0015456886,0.0009132924,0.14711118,0.00010061888,0.00005625892,0.00015495653,0.5475235,0.000099527395,0.0025264295,0.008522356,0.29091734,0.00052889343],"about_ca_topic_score_codex":0.00038502933,"about_ca_topic_score_gemma":0.00033714154,"teacher_disagreement_score":0.26355296,"about_ca_system_score_codex":0.0005422939,"about_ca_system_score_gemma":0.0005279025,"threshold_uncertainty_score":0.9993414},"labels":[],"label_agreement":null},{"id":"W4308644783","doi":"10.17742/image.tp.13.2.2","title":"The Photographer Photographed: A Conversation with Jean Mohr","year":2022,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conversation; Portrait; Narrative; Photography; Visual arts; Experiential learning; Sociology; Art; History; Literature; Pedagogy","score_opus":0.3286461704183313,"score_gpt":0.6353494192302008,"score_spread":0.30670324881186956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308644783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8848975,0.010123204,0.0012761144,0.033245474,0.0015389858,0.0011202891,0.0000472567,0.00011059502,0.06764061],"genre_scores_gemma":[0.9941753,0.0009117627,0.0028757104,0.00013636156,0.00015303915,0.00010374861,0.0000011085888,0.000013018575,0.0016299491],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963126,0.0012010172,0.00042500865,0.00015528865,0.0014569084,0.0004491322],"domain_scores_gemma":[0.98721653,0.0012788292,0.00048294585,0.00015164472,0.010728143,0.0001418801],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.00478812,0.00014205546,0.0002340683,0.00018061457,0.0054624467,0.0017097518,0.0005474244,0.000017477912,0.00025392842],"category_scores_gemma":[0.0069232997,0.00008496587,0.0001809634,0.0011988363,0.010887761,0.004820282,0.00013895794,0.00046771113,0.0000049055343],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019954161,0.0012630038,0.10980564,0.00010055772,0.0048601343,0.00050389057,0.43342453,0.0008397435,0.03836745,0.28595632,0.046211444,0.076671846],"study_design_scores_gemma":[0.0018699538,0.0005603404,0.011084037,0.00003195457,0.00015804994,0.00005310313,0.2894935,0.00010018003,0.0020773453,0.017941643,0.6762814,0.000348499],"about_ca_topic_score_codex":0.00020644609,"about_ca_topic_score_gemma":0.0003496068,"teacher_disagreement_score":0.63007,"about_ca_system_score_codex":0.00030904714,"about_ca_system_score_gemma":0.0003002362,"threshold_uncertainty_score":0.9993266},"labels":[],"label_agreement":null},{"id":"W4308644803","doi":"10.17742/image.tp.13.2.6","title":"(Dis)Affect, Photography, Place","year":2022,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affordance; Variety (cybernetics); Socialization; Affect (linguistics); Photography; Ethnography; Reading (process); Action (physics); Sociology; Visual arts; Communication; Computer science; Art; Linguistics; Human–computer interaction; Anthropology; Social science; Philosophy; Artificial intelligence","score_opus":0.44344868861237247,"score_gpt":0.6898957524159646,"score_spread":0.2464470638035921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308644803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88825196,0.008553409,0.0004401411,0.012779066,0.0016448813,0.00048327228,0.00006272876,0.0000879676,0.087696545],"genre_scores_gemma":[0.9921518,0.0005004485,0.0046610306,0.0001510482,0.00031087518,0.000066003166,0.0000013757028,0.00001386605,0.0021435483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99573964,0.0015809162,0.00049695553,0.00018502295,0.0014676951,0.00052975223],"domain_scores_gemma":[0.9888933,0.0009048755,0.00040337758,0.0001430388,0.009443983,0.00021145558],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005508577,0.00015937487,0.00034794642,0.00031562845,0.0036781025,0.0013058557,0.00063811545,0.000022992752,0.0004230983],"category_scores_gemma":[0.013914815,0.00012949664,0.00028731662,0.0011255594,0.0073591215,0.007079186,0.00029149125,0.00060195243,0.000015343841],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007039531,0.0019294982,0.08135547,0.00019192538,0.002748618,0.0011073049,0.26728883,0.00078499335,0.11490354,0.29350734,0.2040545,0.031424023],"study_design_scores_gemma":[0.0020495595,0.00058905,0.02700779,0.00005352975,0.0001657457,0.000135544,0.10172136,0.000074559706,0.0053640646,0.028336504,0.833933,0.00056929816],"about_ca_topic_score_codex":0.00010537656,"about_ca_topic_score_gemma":0.00007993411,"teacher_disagreement_score":0.62987846,"about_ca_system_score_codex":0.0005063851,"about_ca_system_score_gemma":0.00035252154,"threshold_uncertainty_score":0.9997309},"labels":[],"label_agreement":null},{"id":"W4309516552","doi":"10.1186/s40900-022-00400-7","title":"Exploring the “how” in research partnerships with young partners by experience: lessons learned in six projects from Canada, the Netherlands, and the United Kingdom","year":2022,"lang":"en","type":"letter","venue":"Research Involvement and Engagement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; McMaster University","funders":"Canadian Institutes of Health Research; Big Lottery Fund; British Academy","keywords":"Public relations; Political science; Sociology","score_opus":0.9539774053145573,"score_gpt":0.6402710422878699,"score_spread":0.3137063630266874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309516552","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46155587,0.0006904005,0.0000026704383,0.5338964,0.00011692114,0.0027764228,0.000023573384,0.00001547413,0.00092227064],"genre_scores_gemma":[0.9676735,0.0050664674,0.000020988758,0.011706099,0.00072769035,0.011957626,0.000107380365,0.00006693552,0.002673327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9286022,0.060252115,0.0004533842,0.0010073666,0.0070555955,0.002629294],"domain_scores_gemma":[0.9810002,0.017525474,0.00011648558,0.00083694095,0.00026880048,0.00025213306],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.08896562,0.00034109832,0.00043542378,0.00059941836,0.0053316285,0.0011405142,0.0017770896,0.00016138236,0.00015929861],"category_scores_gemma":[0.004925515,0.00018086756,0.00004411544,0.0030457322,0.004564666,0.00028820452,0.0014502787,0.009953666,0.0000014445071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086214737,0.00012990837,0.026578391,0.00015077341,0.0002200682,0.0004464983,0.30433434,0.000046013603,0.00006288457,0.0065787258,0.65825135,0.0023389056],"study_design_scores_gemma":[0.001004249,0.0001268565,0.0011817267,0.00013848496,0.0000099491135,1.7705803e-7,0.25422254,0.00026823944,0.00004542633,0.0004330523,0.7423686,0.00020072373],"about_ca_topic_score_codex":0.86563736,"about_ca_topic_score_gemma":0.84927964,"teacher_disagreement_score":0.5221903,"about_ca_system_score_codex":0.0016864551,"about_ca_system_score_gemma":0.00250314,"threshold_uncertainty_score":0.9998964},"labels":[],"label_agreement":null},{"id":"W4309654611","doi":"10.1177/16094069221137494","title":"Using Photovoice as a Method for Capturing the Lived Experiences of Caregivers During COVID-19: A Methodological Insight","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University; McMaster University","funders":"","keywords":"Photovoice; Coronavirus disease 2019 (COVID-19); Lived experience; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Sociology; Medicine; Psychotherapist; Virology; Art; Visual arts; Outbreak; Pathology; Disease","score_opus":0.9653679302685275,"score_gpt":0.8080015802668182,"score_spread":0.1573663500017093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309654611","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3530119,0.0004240658,0.6431829,0.0016224502,0.00093699346,0.0003330234,0.000014938112,0.000010453488,0.00046331415],"genre_scores_gemma":[0.27932006,0.000027426146,0.7197141,0.00039828988,0.00024007572,0.00013830805,6.261079e-7,0.000013664099,0.0001474517],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91309893,0.08310261,0.0009875153,0.00029293986,0.0021049057,0.00041311898],"domain_scores_gemma":[0.9472516,0.049189385,0.0015234388,0.00016588432,0.0014836296,0.0003860585],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09928071,0.00016359279,0.0005279785,0.0004510393,0.0011696354,0.00007948624,0.0015383776,0.00006622313,0.0006894895],"category_scores_gemma":[0.097600035,0.00012343506,0.00043680274,0.0005521605,0.00097287085,0.00032399222,0.0003659997,0.0005446803,3.7369324e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011004678,0.000089687186,0.000032520897,0.000019384492,0.00035751835,0.00003866332,0.934257,0.0018989895,0.04852396,0.010831771,0.000034602974,0.0028154491],"study_design_scores_gemma":[0.000844445,0.00030147884,0.000042469554,0.000022477612,0.000057078745,0.000056104873,0.92308885,0.00091927306,0.032301765,0.023810497,0.018410027,0.0001455589],"about_ca_topic_score_codex":0.0019980893,"about_ca_topic_score_gemma":0.000026520062,"teacher_disagreement_score":0.07653124,"about_ca_system_score_codex":0.0011440497,"about_ca_system_score_gemma":0.0017836706,"threshold_uncertainty_score":0.92748004},"labels":[],"label_agreement":null},{"id":"W4310103531","doi":"10.29173/af29446","title":"Compassionate Comics","year":2022,"lang":"en","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Memoir; Comics; Scholarship; Narrative; Subjectivity; Visual arts; Art history; Graphic design; Art; Sociology; History; Media studies; Literature; Philosophy","score_opus":0.4148140908318114,"score_gpt":0.5810313612211737,"score_spread":0.1662172703893623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310103531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61821723,0.000547132,0.01087818,0.0036119628,0.00898892,0.00084062817,0.00012239662,0.0005204611,0.3562731],"genre_scores_gemma":[0.9844523,0.000035339708,0.0013303338,0.00064943626,0.00052549556,0.00016960537,0.0000032404043,0.000030319192,0.012803921],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666685,0.0017186953,0.00012912074,0.00019948272,0.00090265466,0.0003832267],"domain_scores_gemma":[0.9991214,0.00036758857,0.00007748707,0.00016139861,0.00007569172,0.00019639835],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002068254,0.00007489607,0.00013954849,0.000113020855,0.0010076581,0.000022725657,0.0004637781,0.000018351842,0.0048515624],"category_scores_gemma":[0.00050170603,0.000081798426,0.00004790847,0.0006269891,0.00032901653,0.000086396925,0.00025053462,0.00027479662,0.00015373596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035776087,0.001125739,0.02631942,0.0000172537,0.00022321414,0.0003003368,0.083579965,0.0014365714,0.011796294,0.19314663,0.62829787,0.053398944],"study_design_scores_gemma":[0.00057393586,0.00008130774,0.0027736616,0.0000041235357,0.0000020212444,7.1911467e-7,0.007884798,0.0010755634,0.0012600633,0.006536102,0.9796561,0.00015159696],"about_ca_topic_score_codex":0.0060534417,"about_ca_topic_score_gemma":0.00041327055,"teacher_disagreement_score":0.3662351,"about_ca_system_score_codex":0.00022534662,"about_ca_system_score_gemma":0.0002010414,"threshold_uncertainty_score":0.99605817},"labels":[],"label_agreement":null},{"id":"W4310576428","doi":"10.1111/johs.12391","title":"Forced Identity Performances, Self‐Identification, the Material, and Ballotee Bevin Boys in WWII UK 1943‐1948: ‘An Experience I Would Not Have Had, or Chosen’","year":2022,"lang":"en","type":"article","venue":"Journal of Historical Sociology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Narrative; Identity (music); Resistance (ecology); Identification (biology); Psychology; Social psychology; Christian ministry; Sociology; Gender studies; Political science; Aesthetics; Law; Literature; Art","score_opus":0.402024211667391,"score_gpt":0.5654669473883246,"score_spread":0.1634427357209336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310576428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99412644,0.00044844704,0.00031873226,0.0028792603,0.0018395751,0.00021836004,0.000005131608,0.000015727808,0.00014832812],"genre_scores_gemma":[0.99697095,0.00036272683,0.0005092422,0.00039210188,0.00041490243,0.00007570561,0.0000010707604,0.000010792082,0.0012625154],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99414515,0.003496446,0.0007370658,0.00024272392,0.0008798928,0.00049871387],"domain_scores_gemma":[0.9982817,0.00059036864,0.00049645244,0.00019713455,0.00018537152,0.00024896124],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009311055,0.00011997976,0.00037845373,0.00014560937,0.0015572811,0.00008409472,0.0008545199,0.00018381904,0.00092065067],"category_scores_gemma":[0.0022884218,0.00008810889,0.0000871747,0.0002805916,0.00072127575,0.000608261,0.00021911816,0.0010060741,0.0000046388514],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025126187,0.0012007009,0.13323742,0.00006310274,0.00015532607,0.00028163122,0.76572055,0.00025901868,0.045803975,0.021742199,0.022472404,0.0065510776],"study_design_scores_gemma":[0.0017102214,0.0020844801,0.1367225,0.000016926895,0.00007489918,0.00008479003,0.07038726,0.00097652944,0.00079505786,0.00747085,0.7791361,0.0005403628],"about_ca_topic_score_codex":0.0020065906,"about_ca_topic_score_gemma":0.00089871965,"teacher_disagreement_score":0.75666374,"about_ca_system_score_codex":0.0038139876,"about_ca_system_score_gemma":0.00066052034,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W4311953968","doi":"10.1177/01622439221143804","title":"Affective Labor in Integrative STS Research","year":2022,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"ARC Centre for Excellence in Convergent Bio-Nano Science and Technology; Council for Science, Technology and Innovation; Mitacs; University of Waterloo; Australian Government; Institut national de recherche en informatique et en automatique (INRIA); Arizona State University","keywords":"Scholarship; Sociotechnical system; Vulnerability (computing); Qualitative research; Field (mathematics); Sociology; Engineering ethics; Psychology; Social science; Knowledge management; Political science; Computer science; Engineering","score_opus":0.5973481928772838,"score_gpt":0.7110315686956851,"score_spread":0.11368337581840127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311953968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647794,0.0001934369,0.000022732633,0.0028675701,0.00017829712,0.0006523167,0.0000057526076,0.00025349992,0.031046992],"genre_scores_gemma":[0.9964397,0.000013839976,0.0006936709,0.000051781666,0.00003986816,0.00061402586,4.2112035e-7,0.000010717095,0.002135997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.990597,0.004370316,0.0002348408,0.0007743729,0.0024834857,0.0015400032],"domain_scores_gemma":[0.9978712,0.00080868223,0.00006990231,0.00049606705,0.0005722304,0.00018192297],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.041611325,0.00012245984,0.00023185356,0.0042910394,0.008952058,0.000117104464,0.0026005385,0.00010728489,0.0005674238],"category_scores_gemma":[0.01256493,0.000118510936,0.000037294056,0.016678872,0.027161943,0.00050316885,0.0014895424,0.0017395737,0.00006279447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017124781,0.0002485182,0.035499007,0.0000028072166,0.0000057519824,0.000049900566,0.0682382,0.000015981772,0.055352326,0.828217,0.00045025878,0.011903108],"study_design_scores_gemma":[0.00033979668,0.000922149,0.025402345,0.000028371387,0.0000029655662,0.0000017933099,0.33554527,0.00014990417,0.027498154,0.5952841,0.014563036,0.00026213092],"about_ca_topic_score_codex":0.0015918039,"about_ca_topic_score_gemma":0.002966119,"teacher_disagreement_score":0.26730707,"about_ca_system_score_codex":0.0021700533,"about_ca_system_score_gemma":0.0020723196,"threshold_uncertainty_score":0.99575263},"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":["metaresearch","sts"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4312038904","doi":"10.1093/geroni/igac059.2805","title":"IMPLEMENTING VISUAL VIDEOS AND IMAGES WITH PEOPLE WITH DEMENTIA IN CARE SETTINGS: A SCOPING REVIEW","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Dementia; Psychology; Cognition; Isolation (microbiology); Population; Applied psychology; Social psychology; Medicine; Psychiatry","score_opus":0.3498133196441726,"score_gpt":0.6284350664884117,"score_spread":0.2786217468442391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312038904","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057794654,0.99553096,0.00023827614,0.00012458996,0.000035033383,0.0024272602,0.000005733459,0.000041968367,0.0010182348],"genre_scores_gemma":[0.0005622834,0.99588877,0.0019405262,0.00016067493,0.00005539837,0.0012813993,0.00005359492,0.000041397492,0.00001594707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490744,0.0019469995,0.0010437346,0.0005248757,0.0008164093,0.00076054136],"domain_scores_gemma":[0.9981664,0.0007430799,0.00068692287,0.00016632982,0.00018371292,0.000053563177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011259489,0.00025145875,0.0009379723,0.0008883157,0.0005223415,0.00017842681,0.00024820352,0.00005955108,0.00021402263],"category_scores_gemma":[0.0016734892,0.00022237629,0.000033800974,0.0061108237,0.0001180626,0.0003888623,0.00028212272,0.0006110166,0.0000014827117],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033469555,0.000020172369,0.012684845,0.109380275,0.000039753617,0.000027260072,0.009103081,0.0000011750068,9.996078e-7,0.00042070824,0.000026640864,0.86829174],"study_design_scores_gemma":[0.0003035106,0.000060616487,0.000173883,0.42749316,0.00014010516,0.0000045517513,0.00964219,0.0000051585293,0.0000028315424,0.0000151295,0.5617168,0.00044208628],"about_ca_topic_score_codex":0.00091752317,"about_ca_topic_score_gemma":0.005720117,"teacher_disagreement_score":0.86784965,"about_ca_system_score_codex":0.00049390976,"about_ca_system_score_gemma":0.0016905168,"threshold_uncertainty_score":0.9068242},"labels":[],"label_agreement":null},{"id":"W4312258954","doi":"10.1177/16094069221137490","title":"Doing Embodied Mapping/s: Becoming-With in Qualitative Inquiry","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Faculty of Graduate Studies and Research, University of Alberta; Social Sciences and Humanities Research Council of Canada; Graduate Women International; University of Alberta; Canadian Federation of University Women","keywords":"Embodied cognition; Field (mathematics); Qualitative research; Sociology; Process (computing); Epistemology; Computer science; Social science; Artificial intelligence; Philosophy","score_opus":0.9449415981301457,"score_gpt":0.8001094612615703,"score_spread":0.14483213686857532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312258954","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3175942,0.0007051961,0.6521366,0.0082653025,0.0024874345,0.00039386115,0.00003250359,0.0000317212,0.01835314],"genre_scores_gemma":[0.41745052,0.000027268941,0.58122003,0.00044548948,0.00034726816,0.00006499865,0.00000222951,0.000021706244,0.00042048987],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9208053,0.07484124,0.0010660524,0.00026519655,0.002539844,0.0004824219],"domain_scores_gemma":[0.98116475,0.016240686,0.000986732,0.0001282762,0.0012426118,0.00023695608],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11184674,0.00016676313,0.00047932853,0.0010914106,0.00045183848,0.00010376549,0.0011198396,0.000050618914,0.00088822364],"category_scores_gemma":[0.013246885,0.00015141544,0.00017128048,0.00090465,0.0007608909,0.00061121647,0.00025341925,0.00096124696,0.0000053935723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005180176,0.00028879262,0.0003415069,0.000006535917,0.0002410723,0.000139215,0.8976124,0.0002205803,0.0006636104,0.07011208,0.00023778871,0.029618429],"study_design_scores_gemma":[0.0012137711,0.0004656812,0.00047664184,0.000072712886,0.000011478586,0.00001578357,0.8725384,0.000072829935,0.00040157363,0.052982196,0.07155657,0.0001923535],"about_ca_topic_score_codex":0.00058480655,"about_ca_topic_score_gemma":0.000169799,"teacher_disagreement_score":0.099856324,"about_ca_system_score_codex":0.0013737428,"about_ca_system_score_gemma":0.001082529,"threshold_uncertainty_score":0.995065},"labels":[],"label_agreement":null},{"id":"W4312842731","doi":"10.1007/978-3-030-85124-8_10","title":"Action Research","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Francis Xavier University","funders":"","keywords":"Action (physics); Participatory action research; Ideology; Sociology; Action research; Citizen journalism; Politics; Epistemology; Social psychology; Psychology; Gender studies; Political science; Anthropology; Law; Philosophy","score_opus":0.9694472772085287,"score_gpt":0.7957772672916383,"score_spread":0.1736700099168904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312842731","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003277681,0.00014035196,0.00003560375,0.0010333362,0.00036955014,0.00037406705,0.0000060834686,0.00010712592,0.9979011],"genre_scores_gemma":[0.0008964184,0.00079098006,0.0002804806,0.000057553465,0.00057606964,0.0000657781,0.0000046074683,0.00003370822,0.9972944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939881,0.001876417,0.0001680447,0.00034746545,0.00300617,0.0006138102],"domain_scores_gemma":[0.9976647,0.0013949223,0.00004716839,0.0003148709,0.0002761033,0.00030224747],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.017524624,0.00010273805,0.00016894715,0.0003657606,0.0015939133,0.000093322924,0.00050120085,0.00023545368,0.16052067],"category_scores_gemma":[0.001838625,0.00010746875,0.00009416039,0.00012882105,0.00081942533,0.00015074687,0.00031389174,0.0014628699,0.001831999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010872779,0.000008875303,0.0000047657345,0.000006178156,0.00001351126,0.000014701401,0.0010419503,2.2555447e-7,0.000025342071,0.9358879,0.03285953,0.030126179],"study_design_scores_gemma":[0.000030461211,0.00005494641,0.0000071740883,0.0000071072527,0.0000036980339,1.5142012e-7,0.00073405687,0.0000028224583,0.000021328568,0.09381716,0.90521926,0.000101854515],"about_ca_topic_score_codex":0.002166575,"about_ca_topic_score_gemma":0.0023872536,"teacher_disagreement_score":0.8723597,"about_ca_system_score_codex":0.0010408554,"about_ca_system_score_gemma":0.0013715615,"threshold_uncertainty_score":0.99970585},"labels":[],"label_agreement":null},{"id":"W4313304002","doi":"10.32920/ifmj.v2i4.1666","title":"Open Documentary Platforms Enabling Forms of Democratization and Community Experience","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interactivity; Democratization; Sociology; Social media; Citizen journalism; Dialogical self; Negotiation; Polyphony; Democracy; Digital media; Appropriation; Politics; Aesthetics; Media studies; Visual arts; World Wide Web; Political science; Computer science; Psychology; Epistemology; Social science; Art; Social psychology; Pedagogy","score_opus":0.42426510476413576,"score_gpt":0.5986247524235723,"score_spread":0.1743596476594365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313304002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99627537,0.00011398967,0.00047417704,0.00016954228,0.00023013444,0.00015845061,0.000009574521,0.000003814856,0.0025649618],"genre_scores_gemma":[0.99899024,0.00022370537,0.0005059084,0.00011085063,0.00004952739,0.000029768848,0.0000027103674,0.0000043331443,0.00008293829],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99804485,0.0010824687,0.00020006955,0.00007822251,0.00039529827,0.00019909027],"domain_scores_gemma":[0.99815136,0.0013069911,0.00016776304,0.00006585016,0.00009968352,0.00020832744],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0043430543,0.000056339093,0.00013357683,0.00009501727,0.001968294,0.00015621984,0.00036278114,0.000019570356,0.0007367489],"category_scores_gemma":[0.002422463,0.00004674075,0.000019594596,0.00014852796,0.0002760161,0.0014262263,0.0005756834,0.0007038766,3.8624694e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049343257,0.00024037602,0.043561857,0.000013074989,0.00005807598,0.000021325157,0.89255494,0.000017206534,0.0068830187,0.0035762244,0.00037774982,0.05220269],"study_design_scores_gemma":[0.0010498273,0.00059484283,0.022560356,0.00008115714,0.0000168982,0.000064484266,0.91226095,0.0004125891,0.00857358,0.04356353,0.0106493905,0.00017238909],"about_ca_topic_score_codex":0.0007438619,"about_ca_topic_score_gemma":0.00042964058,"teacher_disagreement_score":0.052030303,"about_ca_system_score_codex":0.00012668727,"about_ca_system_score_gemma":0.00020171076,"threshold_uncertainty_score":0.999331},"labels":[],"label_agreement":null},{"id":"W4313343554","doi":"10.18733/cpi29651","title":"Youth Participatory Action Research in School: A Posthumanist Account of Participation and Mattering","year":2022,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Citizen journalism; Action (physics); Participatory action research; Sociology; Psychology; Epistemology; Political science; Anthropology; Philosophy; Physics; Law","score_opus":0.9839567939558214,"score_gpt":0.7562194045075638,"score_spread":0.2277373894482576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313343554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99768937,0.00038672495,0.000008456812,0.0005773362,0.000112522306,0.00024194688,0.0000074978166,0.000022670074,0.0009534819],"genre_scores_gemma":[0.9992044,0.0001508745,0.00003997224,0.000074594864,0.00014990072,0.00013425828,0.000004235439,0.0000058865694,0.00023589295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99566287,0.00262215,0.00026144518,0.00026286152,0.00071654376,0.00047413714],"domain_scores_gemma":[0.9991757,0.00030499586,0.000057965222,0.00009762881,0.00010984943,0.00025384274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053592315,0.00008228513,0.00017154573,0.000114103364,0.0008908557,0.000098883684,0.00013890637,0.00005883743,0.0004112284],"category_scores_gemma":[0.0006610627,0.000068310605,0.000026179318,0.00038545902,0.001057042,0.00033541015,0.0002870598,0.00045435005,0.0000063550983],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007237045,0.0005886148,0.22275835,0.00019019641,0.00003205228,0.000040450243,0.68160725,0.00008623247,0.044452194,0.027168997,0.0004458387,0.021906136],"study_design_scores_gemma":[0.00065793766,0.0005638396,0.353302,0.000060200367,0.000020107096,0.000002652909,0.6237953,0.00035131886,0.0007872273,0.0034329656,0.016737064,0.00028940156],"about_ca_topic_score_codex":0.001576129,"about_ca_topic_score_gemma":0.00041644662,"teacher_disagreement_score":0.13054365,"about_ca_system_score_codex":0.0001566665,"about_ca_system_score_gemma":0.00010017126,"threshold_uncertainty_score":0.68518317},"labels":[],"label_agreement":null},{"id":"W4313445036","doi":"10.1007/978-3-031-04394-9_7","title":"Arts‐Based Inquiry","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"The arts; Arts in education; Visual arts; Sociology; Art","score_opus":0.6487429154119054,"score_gpt":0.6404473054774285,"score_spread":0.008295609934476977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445036","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034435217,0.00034199984,0.00012909426,0.0011132526,0.0047341194,0.00061281904,0.000004261612,0.00019117768,0.9894298],"genre_scores_gemma":[0.028979769,0.00022959762,0.0016093592,0.00030397234,0.0024296858,0.00034900405,0.000020219966,0.00010810946,0.9659703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978332,0.00025145424,0.00031016904,0.00041007978,0.00075110665,0.0004440135],"domain_scores_gemma":[0.99860096,0.0004993853,0.0001427945,0.00039439907,0.00014974139,0.00021269519],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033027104,0.0001772591,0.00022743075,0.00057354925,0.00018915508,0.00008311643,0.00036730946,0.00034957143,0.0011964511],"category_scores_gemma":[0.0017484847,0.00020865351,0.00008347061,0.00018249861,0.00041450572,0.00013198883,0.0000664392,0.00049989775,0.0016030268],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012448063,0.000111700996,0.0010788179,0.000073087154,0.00001241887,0.000007258549,0.0084316125,0.000012575204,0.00004201339,0.8306671,0.007795294,0.15175572],"study_design_scores_gemma":[0.00008100538,0.000018804974,0.0048509273,0.00035030715,0.000012084584,6.375781e-8,0.00067863986,0.00001542301,0.0000582587,0.104123905,0.8895262,0.0002844034],"about_ca_topic_score_codex":0.0003789796,"about_ca_topic_score_gemma":0.0015726795,"teacher_disagreement_score":0.88173085,"about_ca_system_score_codex":0.0007528447,"about_ca_system_score_gemma":0.0035058642,"threshold_uncertainty_score":0.9997166},"labels":[],"label_agreement":null},{"id":"W4313445662","doi":"10.1007/978-3-031-04394-9_74","title":"Videovoice","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Photovoice; Extension (predicate logic); Sociology; History; Engineering ethics; Computer science; Art; Engineering; Visual arts; Programming language","score_opus":0.47752464288876134,"score_gpt":0.609207705461361,"score_spread":0.1316830625725997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445662","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015244292,0.00046858794,0.0000151169415,0.0008008343,0.0025856507,0.00043207538,0.0000030262604,0.0001324815,0.9940378],"genre_scores_gemma":[0.008289573,0.00065062934,0.0007153074,0.000121840174,0.0012202399,0.0001028832,0.0000067503443,0.00006314402,0.9888296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980219,0.0002482374,0.00027585158,0.0003680206,0.00067762955,0.00040836373],"domain_scores_gemma":[0.9987132,0.00049623445,0.00012280022,0.000334382,0.00014252122,0.00019088201],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003185451,0.00015244499,0.00020033536,0.00043168216,0.00018097009,0.00007745962,0.0003725369,0.00031064366,0.00095383095],"category_scores_gemma":[0.0021333753,0.00018073528,0.000068057816,0.00016162521,0.0002601201,0.00015168767,0.0000867064,0.00048662696,0.0026707558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054950174,0.00005316983,0.00055039773,0.000042871423,0.000011068011,0.0000043486903,0.0063600694,0.0000019047046,0.00003683191,0.79661006,0.006029346,0.19029441],"study_design_scores_gemma":[0.00003701204,0.000009745884,0.0031795765,0.00021982801,0.000008708673,8.8038426e-8,0.00040324026,0.000002461718,0.00002307982,0.13187025,0.8640569,0.00018912998],"about_ca_topic_score_codex":0.0009122612,"about_ca_topic_score_gemma":0.0035301652,"teacher_disagreement_score":0.8580275,"about_ca_system_score_codex":0.0007325572,"about_ca_system_score_gemma":0.0024765676,"threshold_uncertainty_score":0.9999594},"labels":[],"label_agreement":null},{"id":"W4313445766","doi":"10.1007/978-3-031-04394-9_2","title":"Action Research","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Action (physics); Action research; Sociology; Political science; Social science; Pedagogy","score_opus":0.8192478667435458,"score_gpt":0.712001311164212,"score_spread":0.10724655557933382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041273013,0.00034520798,0.000008948586,0.001029966,0.0027483222,0.0006469247,0.0000022999454,0.000120881086,0.99097013],"genre_scores_gemma":[0.018804153,0.001350487,0.00036230852,0.000030714804,0.0016924787,0.00018267437,0.000008348607,0.00006688214,0.9775019],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996426,0.0008312227,0.00028197677,0.00044953098,0.0014049215,0.0006063682],"domain_scores_gemma":[0.9980432,0.0008651163,0.000092843526,0.00039434197,0.0003908711,0.00021365235],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.011166214,0.00013697926,0.00018495733,0.001067962,0.00040968938,0.000121474885,0.00040930067,0.00042001615,0.0009916258],"category_scores_gemma":[0.0034748467,0.00016262941,0.000060890412,0.00035653243,0.00048906176,0.00020113739,0.000120315206,0.0011318836,0.0031631102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011110393,0.000069892034,0.00033865482,0.000052673746,0.00000898017,0.0000036408871,0.0064002564,0.0000014578881,0.00010472045,0.66609776,0.009553745,0.3173571],"study_design_scores_gemma":[0.000037487705,0.000018414943,0.003009419,0.00023377668,0.000004227484,9.986563e-8,0.0013393471,0.000003341071,0.00006095012,0.19170372,0.80343807,0.00015112222],"about_ca_topic_score_codex":0.0015580148,"about_ca_topic_score_gemma":0.006042639,"teacher_disagreement_score":0.79388434,"about_ca_system_score_codex":0.0016135527,"about_ca_system_score_gemma":0.0037036133,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W4313446267","doi":"10.1007/978-3-031-04394-9_60","title":"Photo Voice","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Photovoice; Affect (linguistics); Sociology; Pedagogy; Aesthetics; Psychology; Visual arts; Art; Communication","score_opus":0.4405840000419749,"score_gpt":0.5975807782099787,"score_spread":0.15699677816800378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313446267","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028681245,0.0004122839,0.0000110007695,0.0004868923,0.0025944798,0.0005062474,0.0000040760206,0.00012686205,0.99299],"genre_scores_gemma":[0.009339378,0.0005961344,0.0006418134,0.0001310255,0.0010981383,0.00013450473,0.000007760209,0.00006493381,0.9879863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979922,0.00023981673,0.00027387953,0.000381333,0.00068870146,0.0004240437],"domain_scores_gemma":[0.998769,0.00042261896,0.00012423625,0.00034090158,0.00014527362,0.00019798121],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030382145,0.00015922022,0.00020570443,0.00041624272,0.00018329862,0.00007814369,0.0003827816,0.00031206454,0.0011535038],"category_scores_gemma":[0.0017750436,0.00018811415,0.00007034457,0.00016866102,0.00025833037,0.00014107795,0.00008731945,0.0004899332,0.0032457777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012314948,0.0001170527,0.00093884196,0.000083898485,0.000022055761,0.000008270176,0.013647032,0.000002644413,0.00012502467,0.7351011,0.011510868,0.23843089],"study_design_scores_gemma":[0.000042885287,0.00001122153,0.002907915,0.0002157011,0.000009181163,9.5941154e-8,0.00049970864,0.0000031715863,0.000051752362,0.08265115,0.9134027,0.00020456103],"about_ca_topic_score_codex":0.0012761283,"about_ca_topic_score_gemma":0.0041343844,"teacher_disagreement_score":0.90189177,"about_ca_system_score_codex":0.0007531531,"about_ca_system_score_gemma":0.0024151327,"threshold_uncertainty_score":0.99975955},"labels":[],"label_agreement":null},{"id":"W4313446274","doi":"10.1007/978-3-031-04394-9_38","title":"Indigenous Participatory Action Research (PAR)","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Participatory action research; Indigenous; Action research; Ceremony; Action (physics); Sociology; Social research; Citizen journalism; Political science; Social science; Geography; Pedagogy; Anthropology; Law; Ecology; Archaeology","score_opus":0.7983926380213393,"score_gpt":0.6771718031254023,"score_spread":0.12122083489593705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313446274","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085167214,0.00116902,0.000013371949,0.00062310696,0.004400224,0.0017105584,0.000007599504,0.00027181944,0.9066371],"genre_scores_gemma":[0.13211036,0.0019398528,0.00033275908,0.00006190305,0.0022672864,0.000639494,0.00001695031,0.00014089968,0.8624905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946051,0.0014152622,0.0004779454,0.00063534925,0.0017862119,0.0010800842],"domain_scores_gemma":[0.9974056,0.0009854981,0.00016994526,0.000578827,0.00047779895,0.0003823574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01442527,0.00022116059,0.00030233813,0.0013028502,0.0007732635,0.00015959202,0.0005647055,0.00060214516,0.0007576249],"category_scores_gemma":[0.0030829087,0.00026442128,0.00009025381,0.00046936623,0.0007790308,0.00026812885,0.00016285063,0.0015030398,0.0031586587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005914661,0.0004628316,0.006629754,0.00024966992,0.000060874965,0.000028786964,0.07250349,0.000011151437,0.00042110967,0.357596,0.01324351,0.54873365],"study_design_scores_gemma":[0.00009457575,0.00006252354,0.016449623,0.0003987159,0.00001775045,2.8064093e-7,0.0027862156,0.000005113874,0.00026498342,0.13250613,0.8470355,0.0003785646],"about_ca_topic_score_codex":0.0022497773,"about_ca_topic_score_gemma":0.009043692,"teacher_disagreement_score":0.83379203,"about_ca_system_score_codex":0.002254716,"about_ca_system_score_gemma":0.006637991,"threshold_uncertainty_score":0.9999808},"labels":[],"label_agreement":null},{"id":"W4313524050","doi":"10.1177/11771801221145562","title":"“We need to work hand in hand”: supporting cancer survivorship care with First Nations and Métis peoples in Canada via video","year":2023,"lang":"en","type":"article","venue":"AlterNative An International Journal of Indigenous Peoples","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Ottawa","funders":"","keywords":"Indigenous; Thematic analysis; Ceremony; Spirituality; Participatory action research; Survivorship curve; Citizen journalism; Health care; Psychology; Nursing; Public relations; Medicine; Sociology; Political science; Qualitative research; Cancer; Geography; Alternative medicine","score_opus":0.16604094142677275,"score_gpt":0.5022344345813855,"score_spread":0.3361934931546128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313524050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641246,0.00028592112,0.00034254906,0.0019025092,0.0005159015,0.00031853406,0.000060597453,0.000008828239,0.00015270554],"genre_scores_gemma":[0.99739724,0.0016515601,0.0003761506,0.000086879874,0.00032470064,0.00005806653,0.000008930563,0.000022225804,0.00007426912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964694,0.0006639796,0.00058031804,0.0002599793,0.001382102,0.0006442264],"domain_scores_gemma":[0.99525636,0.003016488,0.00037919203,0.00009809039,0.00089088344,0.00035898722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020624457,0.00016921143,0.0003165228,0.0011327383,0.00059919304,0.0002848922,0.000702311,0.000050340223,0.00006979241],"category_scores_gemma":[0.0028543219,0.0001545082,0.00004222944,0.001292647,0.00018838177,0.0006158017,0.000107657346,0.00029551884,0.0000032283133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012217685,0.00003586681,0.67860377,0.000020648393,0.00008134164,0.0002896474,0.31583378,0.0024429306,0.000073183,0.00022136299,0.000016991144,0.0022582968],"study_design_scores_gemma":[0.0008158184,0.00020605739,0.804352,0.00089941296,0.000015344944,0.00001152491,0.1910905,0.000091983195,0.0012863157,0.00023925233,0.00072796777,0.0002638734],"about_ca_topic_score_codex":0.9503914,"about_ca_topic_score_gemma":0.99988014,"teacher_disagreement_score":0.12574819,"about_ca_system_score_codex":0.0020236408,"about_ca_system_score_gemma":0.007637375,"threshold_uncertainty_score":0.9979884},"labels":[],"label_agreement":null},{"id":"W4317034797","doi":"10.32920/21905676","title":"Collaborative Autoethnographic Writing as Communal Curative","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Autoethnography; Dialectic; Privilege (computing); Sociology; Precarity; Vulnerability (computing); Narrative; Power (physics); Liminality; Disadvantage; Transformative learning; Plural; Gender studies; Psychoanalysis; Psychology; Pedagogy; Political science; Epistemology; Linguistics; Anthropology; Literature; Art; Law","score_opus":0.7114135283481944,"score_gpt":0.6950434499203824,"score_spread":0.016370078427812018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317034797","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28322536,0.00074077933,0.0048713055,0.017748715,0.0023932676,0.0034198924,0.00020546216,0.002554306,0.6848409],"genre_scores_gemma":[0.96577936,0.0007668373,0.013699084,0.00046066262,0.0005805869,0.00091113686,0.000042213942,0.00008411528,0.017676027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9883924,0.008020885,0.00049312174,0.00060264574,0.0015434917,0.000947424],"domain_scores_gemma":[0.9940543,0.0037199315,0.0002580215,0.00054719276,0.0009401407,0.00048041492],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011593044,0.00028941728,0.0005076837,0.0003939496,0.001437654,0.0005219389,0.0011232016,0.0005239859,0.0009727942],"category_scores_gemma":[0.007729489,0.00028972747,0.00019533257,0.0017130795,0.0018270297,0.00022703811,0.0015846889,0.0018153493,0.00072716916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010343559,0.0003011809,0.019162467,0.00017769505,0.0006888774,0.00018686894,0.3181488,0.00029318006,0.0003652096,0.62527525,0.02497972,0.010317354],"study_design_scores_gemma":[0.00069496554,0.00032116685,0.019080056,0.0009954894,0.000117148826,6.8818633e-7,0.4328887,0.0035623095,0.0017202373,0.4306062,0.10809876,0.00191428],"about_ca_topic_score_codex":0.011701222,"about_ca_topic_score_gemma":0.009090593,"teacher_disagreement_score":0.68255395,"about_ca_system_score_codex":0.0003261553,"about_ca_system_score_gemma":0.0034844785,"threshold_uncertainty_score":0.9999555},"labels":[],"label_agreement":null},{"id":"W4317034870","doi":"10.32920/21905676.v1","title":"Collaborative Autoethnographic Writing as Communal Curative","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Autoethnography; Privilege (computing); Dialectic; Sociology; Precarity; Narrative; Vulnerability (computing); Liminality; Power (physics); Plural; Disadvantage; Transformative learning; Gender studies; Psychoanalysis; Psychology; Pedagogy; Political science; Epistemology; Linguistics; Anthropology; Literature; Art; Law","score_opus":0.7114135283481944,"score_gpt":0.6950434499203824,"score_spread":0.016370078427812018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317034870","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28322536,0.00074077933,0.0048713055,0.017748715,0.0023932676,0.0034198924,0.00020546216,0.002554306,0.6848409],"genre_scores_gemma":[0.96577936,0.0007668373,0.013699084,0.00046066262,0.0005805869,0.00091113686,0.000042213942,0.00008411528,0.017676027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9883924,0.008020885,0.00049312174,0.00060264574,0.0015434917,0.000947424],"domain_scores_gemma":[0.9940543,0.0037199315,0.0002580215,0.00054719276,0.0009401407,0.00048041492],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011593044,0.00028941728,0.0005076837,0.0003939496,0.001437654,0.0005219389,0.0011232016,0.0005239859,0.0009727942],"category_scores_gemma":[0.007729489,0.00028972747,0.00019533257,0.0017130795,0.0018270297,0.00022703811,0.0015846889,0.0018153493,0.00072716916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010343559,0.0003011809,0.019162467,0.00017769505,0.0006888774,0.00018686894,0.3181488,0.00029318006,0.0003652096,0.62527525,0.02497972,0.010317354],"study_design_scores_gemma":[0.00069496554,0.00032116685,0.019080056,0.0009954894,0.000117148826,6.8818633e-7,0.4328887,0.0035623095,0.0017202373,0.4306062,0.10809876,0.00191428],"about_ca_topic_score_codex":0.011701222,"about_ca_topic_score_gemma":0.009090593,"teacher_disagreement_score":0.68255395,"about_ca_system_score_codex":0.0003261553,"about_ca_system_score_gemma":0.0034844785,"threshold_uncertainty_score":0.9999555},"labels":[],"label_agreement":null},{"id":"W4317381178","doi":"10.3138/cjpe.75648","title":"Jean M. Breny and Shannon L. McMorrow. (2021). <i>Photovoice for Social Justice: Visual Representation in Action</i> . Thousand Oaks, CA: SAGE. VitalSource, 101 pages. (ISBN 978-1-5443-5551-1)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Evaluation Society","funders":"","keywords":"Photovoice; Action (physics); Sociology; Representation (politics); Social justice; Economic Justice; Social science; Political science; Art; Visual arts; Law; Physics","score_opus":0.4291454653615963,"score_gpt":0.5903200076307625,"score_spread":0.16117454226916622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317381178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806438,0.0019938692,0.0020554801,0.0064264797,0.0020986176,0.004850914,0.000101385434,0.000033178723,0.0017962562],"genre_scores_gemma":[0.9954532,0.00011378306,0.0014452012,0.00016264005,0.0010206545,0.0007738942,0.00004602626,0.000035044337,0.0009495657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930534,0.0037843965,0.0006256687,0.00032625694,0.0014741487,0.00073617825],"domain_scores_gemma":[0.9971951,0.0007706486,0.00049568666,0.0001145884,0.00074257725,0.0006813875],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016838146,0.00016105449,0.00030985515,0.0006227665,0.0019478629,0.00034600665,0.00028304392,0.00012884555,0.0008545889],"category_scores_gemma":[0.0059091346,0.00018753622,0.00012411314,0.0010787672,0.0003252279,0.00062529295,0.00004002445,0.0005388756,0.000004223077],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003046591,0.00024122879,0.006813015,0.000079250276,0.000081499995,0.00006380461,0.019961236,0.001304111,0.0019609279,0.00040046457,0.014314442,0.95447534],"study_design_scores_gemma":[0.0066033993,0.0022997758,0.054925308,0.00012806321,0.0009342318,0.000047451576,0.07343199,0.046859577,0.0009312771,0.0047882767,0.80813587,0.00091479515],"about_ca_topic_score_codex":0.008394545,"about_ca_topic_score_gemma":0.11723729,"teacher_disagreement_score":0.9535606,"about_ca_system_score_codex":0.0016141146,"about_ca_system_score_gemma":0.004924238,"threshold_uncertainty_score":0.99935144},"labels":[],"label_agreement":null},{"id":"W4317702560","doi":"10.1080/13600818.2023.2168259","title":"Using solicited audio-recorded diaries to explore the financial lives of low-income women in Kenya during COVID-19: perspectives, challenges, and lessons","year":2023,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Phone; Financial literacy; Coronavirus disease 2019 (COVID-19); Low income; Qualitative research; Literacy; Pandemic; Business; Psychology; Economic growth; Sociology; Finance; Economics; Socioeconomics; Medicine; Social science","score_opus":0.6554604722500154,"score_gpt":0.5871308458388086,"score_spread":0.06832962641120677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317702560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99230814,0.0029180783,0.000060464492,0.0036878707,0.00011358873,0.0004827221,0.0000030969636,0.00007610136,0.00034993928],"genre_scores_gemma":[0.9820059,0.015854532,0.0012809029,0.00006497937,0.000072727475,0.00042764278,5.100546e-7,0.000015905704,0.00027689358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99708754,0.00070887717,0.00035431804,0.0003756014,0.00055181416,0.0009218236],"domain_scores_gemma":[0.9980923,0.0011917892,0.00010238725,0.00015382878,0.00015478526,0.0003048928],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004332714,0.00018234743,0.0004426781,0.0003916665,0.001405747,0.000037278103,0.00027857855,0.000056398545,0.000015451998],"category_scores_gemma":[0.013655052,0.00014782442,0.000033309232,0.0009387494,0.0007730486,0.00016435848,0.00064531737,0.00015783192,0.0000047937765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009192291,0.00004420389,0.019556616,0.00017244191,0.000093524395,0.000017945045,0.9724473,0.000065653556,0.00017063449,0.001828148,0.000018968756,0.005492651],"study_design_scores_gemma":[0.000324595,0.000035688547,0.3855041,0.00011872607,0.0000046576474,3.0603832e-7,0.6061568,0.000022092807,0.00023964547,0.002165122,0.005234377,0.00019384954],"about_ca_topic_score_codex":0.00017917488,"about_ca_topic_score_gemma":0.0036140762,"teacher_disagreement_score":0.36629045,"about_ca_system_score_codex":0.0010769257,"about_ca_system_score_gemma":0.000992772,"threshold_uncertainty_score":0.99989426},"labels":[],"label_agreement":null},{"id":"W4318829998","doi":"10.1177/16094069231154437","title":"The Power of a Camera: Fieldwork Experiences From Using Participatory Photovoice","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; IJURR Foundation","keywords":"Photovoice; Scholarship; Citizen journalism; Meaning (existential); Sociology; Adventure; Interpretation (philosophy); Power (physics); Participatory action research; Public relations; Quality (philosophy); Political science; Psychology; Visual arts; Epistemology; Law; Computer science","score_opus":0.952230290386669,"score_gpt":0.8006328349545041,"score_spread":0.15159745543216485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318829998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9347811,0.0006082089,0.059211254,0.0015804954,0.002321146,0.000099123936,0.000011232995,0.000014048423,0.0013734143],"genre_scores_gemma":[0.9080656,0.00013921951,0.09108562,0.00012557025,0.00035441242,0.00002012628,4.3582028e-7,0.000010753438,0.00019823988],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9781959,0.018925497,0.0007967847,0.00014054972,0.0015999331,0.00034133936],"domain_scores_gemma":[0.9746399,0.023062194,0.000704237,0.0001320374,0.0012914233,0.00017021153],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.039493687,0.00009835836,0.00027510466,0.00019842044,0.00031411374,0.00009274933,0.0009292256,0.00006668408,0.0002958887],"category_scores_gemma":[0.02645376,0.000070094095,0.00019462184,0.00054868916,0.0011204953,0.00032698424,0.000115035386,0.0002829196,0.000008185962],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002290833,0.000057125944,0.0006973778,0.000002387342,0.00035717338,0.000028509452,0.9537326,0.000059681763,0.01771829,0.011241974,0.00070984743,0.015165963],"study_design_scores_gemma":[0.0003055824,0.00012505536,0.001409557,0.00009178523,0.000024937865,0.0000013608615,0.904279,0.0005973126,0.025301766,0.032864284,0.03487933,0.00012003871],"about_ca_topic_score_codex":0.0009792956,"about_ca_topic_score_gemma":0.00007906004,"teacher_disagreement_score":0.04945359,"about_ca_system_score_codex":0.000153436,"about_ca_system_score_gemma":0.00057365507,"threshold_uncertainty_score":0.98904335},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4320919785","doi":"10.1177/16094069231157695","title":"Screenshotting What’s Important in Video Data: An Experiment in Collaborative, Subjective Analysis of Artifactual, Cultural Research with Children","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Conversation; Set (abstract data type); Class (philosophy); Interpretation (philosophy); Computer science; Relation (database); Data science; Multimedia; Psychology; Artificial intelligence; Communication","score_opus":0.945838245080254,"score_gpt":0.813765577993937,"score_spread":0.13207266708631704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320919785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992874,0.00045264274,0.0048876293,0.0009656923,0.00017466243,0.00031351708,0.00007032842,0.000009604524,0.00025189167],"genre_scores_gemma":[0.88293725,0.00051782734,0.11628598,0.000029704763,0.000104094266,0.000027859478,0.000040156046,0.000014595038,0.000042553293],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9508693,0.043834385,0.0013586581,0.00042991212,0.0029608319,0.0005469081],"domain_scores_gemma":[0.98486143,0.010322987,0.0007723649,0.00029114087,0.0035179327,0.00023416633],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13010955,0.00015136616,0.0006558304,0.0031206652,0.00013819436,0.00024958237,0.0013439582,0.00008295604,0.00009381415],"category_scores_gemma":[0.024613017,0.000119864504,0.000098518,0.007058997,0.0010328477,0.002874974,0.00025897066,0.00063827424,0.0000019177348],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013729515,0.0005165564,0.097494066,0.0000059319136,0.002196861,0.00015324353,0.8601603,0.0012749315,0.012354903,0.0082473345,0.00008474072,0.016138159],"study_design_scores_gemma":[0.0008668468,0.0004971228,0.18702902,0.00020490825,0.00006330211,0.0000017754171,0.7968811,0.0028148617,0.008244716,0.0029683514,0.00025624727,0.00017176388],"about_ca_topic_score_codex":0.0037442064,"about_ca_topic_score_gemma":0.007445655,"teacher_disagreement_score":0.111398354,"about_ca_system_score_codex":0.0006431189,"about_ca_system_score_gemma":0.0011759406,"threshold_uncertainty_score":0.98360306},"labels":[],"label_agreement":null},{"id":"W4321353974","doi":"10.1007/978-981-19-8028-2_2","title":"Re-storying Immigrant Seniors During COVID-19 Through a Lens of Narrative Inquiry","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Immigration; Narrative; Context (archaeology); Pandemic; The arts; Sociology; Coronavirus disease 2019 (COVID-19); Gender studies; Narrative inquiry; Political science; Pedagogy; Media studies; Medicine; History; Art; Literature; Law","score_opus":0.914705489301863,"score_gpt":0.7342464510182775,"score_spread":0.18045903828358556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321353974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113755904,0.012115096,0.000058208818,0.08603997,0.0052540544,0.0059230435,0.00028440365,0.0002508427,0.7763185],"genre_scores_gemma":[0.37381315,0.0076173134,0.0017051517,0.0005370603,0.0029377178,0.0020469036,0.00007032564,0.0002419034,0.61103046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9899547,0.0025693988,0.00088718877,0.0009453322,0.004297106,0.0013462518],"domain_scores_gemma":[0.97316235,0.023546616,0.00030069708,0.000597627,0.0019614908,0.00043120934],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.018814215,0.00035917936,0.00077655964,0.0013600152,0.0024379983,0.0000521482,0.00080128293,0.00033541722,0.001278458],"category_scores_gemma":[0.06843528,0.0003719453,0.00023317992,0.0009287399,0.009516635,0.00025756579,0.0004717792,0.0016264729,0.00021643512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00031265552,0.00018398545,0.0010581639,0.0010679923,0.0003019309,0.000070022674,0.7009734,0.00024126617,0.00014220613,0.27637848,0.019122183,0.00014767796],"study_design_scores_gemma":[0.00092751253,0.00024173124,0.0010157842,0.0020358146,0.00003350501,7.2781654e-7,0.5951161,0.000020746169,0.0003408526,0.1360227,0.26348943,0.0007551282],"about_ca_topic_score_codex":0.003162202,"about_ca_topic_score_gemma":0.021534279,"teacher_disagreement_score":0.26005724,"about_ca_system_score_codex":0.0050512827,"about_ca_system_score_gemma":0.015353515,"threshold_uncertainty_score":0.9998732},"labels":[],"label_agreement":null},{"id":"W4321354020","doi":"10.1007/978-981-19-8028-2_9","title":"The #StopAsianHate Movement: Deconstructing Asian Hate Through Digital–Visual Approach and Letter Writing","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; University of Manitoba","funders":"","keywords":"Racism; Identity (music); Vietnamese; Sociology; Diversity (politics); Media studies; Aesthetics; Gender studies; Art; Linguistics; Anthropology","score_opus":0.7994997997943208,"score_gpt":0.6777560271273174,"score_spread":0.12174377266700342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321354020","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036637597,0.0028632754,0.000034560857,0.025844574,0.000711469,0.001271374,0.000038990045,0.000054549473,0.96551746],"genre_scores_gemma":[0.11779981,0.005059951,0.0032941464,0.0010420551,0.004632421,0.0020469786,0.00008048435,0.00027392563,0.8657702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99307716,0.0010183022,0.000696131,0.00085665495,0.0028293782,0.0015223472],"domain_scores_gemma":[0.9825336,0.015696049,0.00018633205,0.0003859554,0.00093598483,0.0002621194],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.015393312,0.00033199386,0.0004399562,0.00046872802,0.0039412593,0.0007458129,0.00064893323,0.00021164639,0.00013080049],"category_scores_gemma":[0.015926726,0.00028611792,0.00011660019,0.0004671443,0.007595203,0.0003886838,0.0006192949,0.0015340422,0.00025568318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006397756,0.000093245944,0.0038483904,0.00028985328,0.00023622959,0.000023633542,0.018415723,0.000012241347,0.000007793104,0.92307675,0.012680645,0.041251507],"study_design_scores_gemma":[0.00048182992,0.00012785301,0.0015897627,0.0011258901,0.000021480691,0.0000018769523,0.064631745,0.00020413168,0.000029494962,0.46651864,0.4645818,0.0006855066],"about_ca_topic_score_codex":0.0001765847,"about_ca_topic_score_gemma":0.0005663313,"teacher_disagreement_score":0.4565581,"about_ca_system_score_codex":0.0011214424,"about_ca_system_score_gemma":0.002508233,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W4322709369","doi":"10.1007/978-3-031-20401-2_11","title":"Capturing the Lived Experience of Place in Health Promotion Research: In Situ Methodologies","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Centrality; Experiential learning; Context (archaeology); Meaning (existential); Data collection; Lived experience; Health promotion; Promotion (chess); Sociology; Psychology; Data science; Medicine; Public health; Geography; Computer science; Social science; Pedagogy; Political science; Nursing","score_opus":0.9652315158881427,"score_gpt":0.7387456958614483,"score_spread":0.22648582002669437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322709369","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044362582,0.0007040237,0.00046146967,0.009077141,0.00037797415,0.0032091956,0.0000064649653,0.00017886178,0.94162226],"genre_scores_gemma":[0.38326725,0.0032779675,0.007433602,0.00006077843,0.00019642388,0.00042659405,0.0000029891698,0.00007323671,0.60526115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98596674,0.010034573,0.0007014488,0.0005089979,0.0018107529,0.0009774634],"domain_scores_gemma":[0.99004513,0.0090588955,0.00019518285,0.00037893167,0.0001747697,0.00014709898],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058349073,0.00015336736,0.00045467916,0.0006460631,0.00027639282,0.00004981207,0.0008036716,0.00027191476,0.00015301564],"category_scores_gemma":[0.01195356,0.00011518938,0.000068224654,0.0004968905,0.0016824121,0.00014289223,0.00041123485,0.0011497898,0.000044160544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009767334,0.00008518366,0.00036940663,0.0003013314,0.000018744542,0.000052852894,0.32707366,0.000068909205,0.00080310914,0.6503768,0.00032493487,0.02042742],"study_design_scores_gemma":[0.0007557069,0.0012096569,0.0063998457,0.003990807,0.0000071595364,0.0000011519841,0.31091705,0.0003253703,0.0046893233,0.62138665,0.04941955,0.0008977201],"about_ca_topic_score_codex":0.020766078,"about_ca_topic_score_gemma":0.0710936,"teacher_disagreement_score":0.33890468,"about_ca_system_score_codex":0.00069178536,"about_ca_system_score_gemma":0.0013761102,"threshold_uncertainty_score":0.9963692},"labels":[],"label_agreement":null},{"id":"W4323922269","doi":"10.1016/j.sapharm.2023.03.005","title":"A photovoice study on community pharmacists’ roles and lived experiences during the COVID-19 pandemic","year":2023,"lang":"en","type":"review","venue":"Research in Social and Administrative Pharmacy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Foundation for Pharmacy","keywords":"Photovoice; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Lived experience; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Virology; Outbreak; Economic growth; Infectious disease (medical specialty); Disease; Psychotherapist","score_opus":0.9761647787722525,"score_gpt":0.8083398897063174,"score_spread":0.16782488906593507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323922269","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51510525,0.47635597,8.4401296e-7,0.0005250282,0.000112428796,0.005330265,0.00012194794,0.00013764646,0.002310619],"genre_scores_gemma":[0.2595722,0.73669463,0.0000023004052,0.000050224255,0.00038427295,0.002888849,0.0000038846097,0.000026690286,0.00037693165],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94250923,0.05328157,0.00060948613,0.0006363985,0.0017879772,0.001175307],"domain_scores_gemma":[0.98350996,0.014995673,0.00021356222,0.00024233664,0.00015787182,0.00088060787],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.030458761,0.00040031914,0.0010575084,0.00032127203,0.0074941493,0.0005273254,0.0011437071,0.00015623633,0.00009318108],"category_scores_gemma":[0.006717719,0.0002899603,0.00015214023,0.0021610332,0.0047314833,0.00020542389,0.00077963533,0.0034537471,0.000025838048],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035710985,0.0011399646,0.007244787,0.0053225276,0.00030595157,0.00044892158,0.7916909,6.189435e-8,0.000014235218,0.00049050327,0.00024035256,0.19274467],"study_design_scores_gemma":[0.0011442044,0.00031894294,0.0004999016,0.000696649,0.000070365975,0.000009411444,0.5517636,0.0000033994295,0.000004995486,0.0010498175,0.44403166,0.0004070574],"about_ca_topic_score_codex":0.0035027517,"about_ca_topic_score_gemma":0.002323564,"teacher_disagreement_score":0.4437913,"about_ca_system_score_codex":0.0009407685,"about_ca_system_score_gemma":0.003764832,"threshold_uncertainty_score":0.99995524},"labels":[],"label_agreement":null},{"id":"W4327777764","doi":"10.1007/978-981-19-8547-8_9","title":"Colour and Place, for the Love of the World: Observations Along a Research-Creation Trajectory","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Studio; Ethnography; The arts; Visual arts; Sociology; Expression (computer science); Art; Pedagogy; Computer science; Anthropology","score_opus":0.9272827262325285,"score_gpt":0.7394812709345572,"score_spread":0.18780145529797132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327777764","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020552455,0.011241665,0.000027029293,0.21062247,0.002415954,0.01271536,0.00048600035,0.000046463254,0.7418926],"genre_scores_gemma":[0.04489184,0.0017437683,0.00053531403,0.00010867092,0.00084685336,0.0018655291,0.00001798903,0.00006477246,0.94992524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99221087,0.0024358772,0.00053098233,0.00051759905,0.003411634,0.00089306204],"domain_scores_gemma":[0.89694566,0.09912247,0.00014793717,0.0005043583,0.0031279686,0.00015162733],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.037764613,0.00018677507,0.0003420084,0.0010295456,0.0022764471,0.00009389415,0.0008722833,0.00016866572,0.00023582486],"category_scores_gemma":[0.057187185,0.00013384754,0.0001362418,0.001277238,0.01093666,0.000106807754,0.00039249635,0.0013462567,0.000058148216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017609622,0.000113451904,0.0035380975,0.00027359565,0.00018093006,0.0000011653054,0.016137792,0.00016056064,0.00003262259,0.8761559,0.10184342,0.0013863371],"study_design_scores_gemma":[0.00050764193,0.00018357583,0.03908939,0.0011938503,0.000042106163,1.9366858e-7,0.025440512,0.00044009535,0.00006733965,0.2076639,0.725107,0.00026439855],"about_ca_topic_score_codex":0.0010355208,"about_ca_topic_score_gemma":0.06567932,"teacher_disagreement_score":0.668492,"about_ca_system_score_codex":0.0014729403,"about_ca_system_score_gemma":0.008815356,"threshold_uncertainty_score":0.9990224},"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":[],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4327951980","doi":"10.3390/arts12020058","title":"Reframing Migrant Narratives through Arts Practice","year":2023,"lang":"en","type":"article","venue":"Arts","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cognitive reframing; Narrative; Citizen journalism; The arts; Sociology; Documentation; Visual arts; Media studies; Representation (politics); Government (linguistics); Public relations; Aesthetics; Work (physics); Political science; Art; Politics; Engineering; Literature; Psychology; Law; Social psychology; Linguistics","score_opus":0.7071676467671201,"score_gpt":0.6860541701467932,"score_spread":0.02111347662032692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327951980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65593743,0.00027054196,0.0012730055,0.03011309,0.00073090405,0.00044975244,0.0000036001136,0.00055709935,0.3106646],"genre_scores_gemma":[0.9805968,0.000153145,0.010577799,0.0009914892,0.00042837605,0.000085779975,0.000003266901,0.000022837305,0.0071405154],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694186,0.0012553562,0.00016914858,0.00025957674,0.00074476044,0.00062928937],"domain_scores_gemma":[0.99764717,0.0017426489,0.00007016936,0.0002177367,0.00014122961,0.00018101995],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048640543,0.00008707345,0.00013118536,0.00006641782,0.00083188486,0.00011297986,0.00021035579,0.00006714755,0.00021534023],"category_scores_gemma":[0.010471495,0.00008255113,0.000050318693,0.0008123233,0.00038106932,0.0008785377,0.00008128915,0.00018171682,0.0012338582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055478595,0.00014387515,0.001016993,0.000018915965,0.00005936118,0.00028486532,0.7582316,0.00001766579,0.009025278,0.16736758,0.048806615,0.014971803],"study_design_scores_gemma":[0.00009182164,0.000041878055,0.0011709672,0.00001998274,0.000004931292,8.514374e-7,0.0563866,0.000037614303,0.0012032647,0.011085882,0.9298519,0.00010433863],"about_ca_topic_score_codex":0.00084567897,"about_ca_topic_score_gemma":0.0006285516,"teacher_disagreement_score":0.8810452,"about_ca_system_score_codex":0.00007204709,"about_ca_system_score_gemma":0.00021395663,"threshold_uncertainty_score":0.9995438},"labels":[],"label_agreement":null},{"id":"W4328114008","doi":"10.1111/newe.12333","title":"The power of photographs in framing contests","year":2023,"lang":"en","type":"article","venue":"IPPR Progressive Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Narrative; Politics; Turkish; Refugee; Mistake; Monopoly; Humanitarian aid; Media studies; Tragedy (event); Public opinion; Power (physics); Humanitarian crisis; Political science; Political economy; Sociology; Law; History; Art; Literature; Social science; Economics","score_opus":0.4818097961110482,"score_gpt":0.6612118823024471,"score_spread":0.1794020861913989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328114008","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12552519,0.8335168,0.000028971817,0.0031953203,0.0003829972,0.003703657,0.0000079301,0.00018219258,0.03345696],"genre_scores_gemma":[0.8018112,0.19670062,0.00022997543,0.00022650475,0.000043324726,0.00067689,0.0000018818605,0.000018009901,0.00029157748],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961289,0.0021690943,0.00036006232,0.00017556114,0.0006418369,0.00052453],"domain_scores_gemma":[0.9975279,0.0017229286,0.00017668503,0.00025596592,0.00019538419,0.00012112168],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009343724,0.00008350701,0.00028609694,0.000084068124,0.00025253202,0.00003545199,0.00043379038,0.000048045895,0.000108468535],"category_scores_gemma":[0.010921605,0.000055470286,0.0001116227,0.0019695996,0.00075889245,0.0001006699,0.00009219581,0.00018399271,0.00007549603],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032203032,0.00019869824,0.07328401,0.0022905553,0.000091810005,0.00020595337,0.022600722,8.304855e-7,0.00062446087,0.025727494,0.0036150287,0.87132823],"study_design_scores_gemma":[0.00045577326,0.00019597705,0.031897753,0.016785018,0.00004099181,0.0000018352133,0.007586327,0.00006131057,0.00076803716,0.005995732,0.93583095,0.00038030412],"about_ca_topic_score_codex":0.000107663094,"about_ca_topic_score_gemma":0.00016330014,"teacher_disagreement_score":0.9322159,"about_ca_system_score_codex":0.000038438182,"about_ca_system_score_gemma":0.00026083115,"threshold_uncertainty_score":0.9974098},"labels":[],"label_agreement":null},{"id":"W4360591452","doi":"10.1177/16094069231165714","title":"Photo-Elicitation Technique: Utility and Challenges in Clinical Research","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Photo elicitation; Perception; Psychology; Qualitative research; Applied psychology; Medical education; Computer science; Medicine; Sociology; Knowledge management; Social science","score_opus":0.993812467459119,"score_gpt":0.8835084941228715,"score_spread":0.11030397333624753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360591452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81485957,0.005002434,0.10733596,0.0396477,0.0026864288,0.0011908249,0.000022569442,0.00009754279,0.029156955],"genre_scores_gemma":[0.71539664,0.016034799,0.2673421,0.00010081203,0.00068782293,0.00009224411,0.0000015428975,0.000022621689,0.00032143667],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8887927,0.106731534,0.0013027658,0.0003148593,0.0023598277,0.00049834873],"domain_scores_gemma":[0.9624224,0.034616932,0.00032566625,0.000115401526,0.0022824442,0.00023715918],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.35205132,0.000087625034,0.00032035378,0.0011185097,0.00014808308,0.000075067284,0.0005878459,0.00014045778,0.0000893453],"category_scores_gemma":[0.10711502,0.00007972688,0.00011053748,0.00087654096,0.0013004454,0.00042866167,0.00016143169,0.00085073756,0.000014536034],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000342154,0.00019092958,0.0030368036,0.00002484761,0.00010211251,0.00008485589,0.20437902,0.0000012383314,0.0021731302,0.08851113,0.0004643777,0.7006894],"study_design_scores_gemma":[0.000993079,0.0005261698,0.1107841,0.00025795412,0.000009322602,0.0000081923945,0.28122658,0.0005026443,0.0028607151,0.447238,0.15539786,0.00019538395],"about_ca_topic_score_codex":0.0002621111,"about_ca_topic_score_gemma":0.00017326733,"teacher_disagreement_score":0.700494,"about_ca_system_score_codex":0.00023068926,"about_ca_system_score_gemma":0.0005131293,"threshold_uncertainty_score":0.9004061},"labels":[],"label_agreement":null},{"id":"W4361214079","doi":"10.7202/1098037ar","title":"Comics and Zines for Creative Research Impact","year":2023,"lang":"en","type":"article","venue":"ACME","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; UK Research and Innovation","keywords":"Praxis; Comics; Citizen journalism; Sociology; Construct (python library); Politics; Media studies; Aesthetics; Political science; Art; Computer science","score_opus":0.9532654515609789,"score_gpt":0.8327135746972092,"score_spread":0.12055187686376967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361214079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96533513,0.00008221308,0.00018682273,0.0018835878,0.000057251662,0.00053513114,0.000027213759,0.0001546735,0.031737998],"genre_scores_gemma":[0.9804913,0.0001787879,0.0012098186,0.000026713013,0.00020472685,0.00013222419,0.0000030072808,0.000021960108,0.0177315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810165,0.00079964736,0.000064645596,0.0001408984,0.0003747384,0.0005184309],"domain_scores_gemma":[0.9969238,0.0025972342,0.000014426476,0.000117117415,0.00014486247,0.00020252854],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007824658,0.00004261291,0.000091222304,0.00015201971,0.00047356426,0.0000686113,0.00017241371,0.000051222396,0.00006509116],"category_scores_gemma":[0.011251984,0.000036303012,0.00002781383,0.0006608613,0.0005670706,0.000091817776,0.00009857424,0.0000954072,0.00006483835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030767955,0.00011841562,0.09840878,0.00007495215,0.00014057779,0.000024839212,0.07848902,0.000008325949,0.014670356,0.22049072,0.5230622,0.064204074],"study_design_scores_gemma":[0.0011706137,0.00082829996,0.19422916,0.00006040817,0.000015549147,5.701006e-7,0.03376727,0.0029289785,0.0039537926,0.1848725,0.577793,0.00037989486],"about_ca_topic_score_codex":0.002672337,"about_ca_topic_score_gemma":0.00063404546,"teacher_disagreement_score":0.09582037,"about_ca_system_score_codex":0.000063933134,"about_ca_system_score_gemma":0.0002036904,"threshold_uncertainty_score":0.9970767},"labels":[],"label_agreement":null},{"id":"W4361255235","doi":"10.1162/leon_a_02371","title":"<i>Piece of Mind</i>: Presenting the Lived Experience and Scientific Research of Parkinson’s Disease through an Artistic Lens","year":2023,"lang":"en","type":"article","venue":"Leonardo","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Petrel Robertson Consulting (Canada); McGill University","funders":"","keywords":"Dance; Citizen journalism; Lived experience; Visual arts; Aesthetics; Poetry; Psychology; Sociology; Art; Computer science; Literature; Psychotherapist; World Wide Web","score_opus":0.794897166695621,"score_gpt":0.6610273105677237,"score_spread":0.13386985612789737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361255235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99618244,0.0003252976,0.00007354064,0.0012935463,0.00015463417,0.00040229657,0.00001856374,0.000029996128,0.001519672],"genre_scores_gemma":[0.9978931,0.00014218478,0.00044609094,0.00001052879,0.00008413193,0.00008241405,0.0000021473966,0.000010601324,0.0013288229],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99391246,0.0029653807,0.00028701237,0.0004148608,0.0016914181,0.0007288505],"domain_scores_gemma":[0.996717,0.0020366658,0.000095664545,0.0005050171,0.0003926286,0.0002530195],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010228476,0.000084761436,0.00017255217,0.00013876057,0.0012018199,0.00014069617,0.000620975,0.00004951955,0.00010098728],"category_scores_gemma":[0.008933451,0.0000676489,0.000050176033,0.0016182378,0.0050522154,0.00049216725,0.00030882284,0.00020993866,0.000027032704],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018049072,0.00035170926,0.30573946,0.0002020347,0.00003587421,0.0000685675,0.56204385,0.000070392874,0.060893912,0.057819445,0.0014170372,0.011177256],"study_design_scores_gemma":[0.0003406948,0.00016804348,0.63044006,0.0001648049,0.000029333914,5.962536e-7,0.15451382,0.003832852,0.014564487,0.0124718975,0.18319511,0.0002783206],"about_ca_topic_score_codex":0.000929479,"about_ca_topic_score_gemma":0.00039533334,"teacher_disagreement_score":0.40753,"about_ca_system_score_codex":0.00003546971,"about_ca_system_score_gemma":0.00047345832,"threshold_uncertainty_score":0.99941474},"labels":[],"label_agreement":null},{"id":"W4361304628","doi":"10.1177/08861099231162582","title":"“One-by-One, TB Took Everything Away From Me”: A Photovoice Exploration of Stigma in Women with Drug-Resistant Tuberculosis in Mumbai","year":2023,"lang":"en","type":"article","venue":"Affilia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"","keywords":"Photovoice; Stigma (botany); Shame; Solidarity; Participatory action research; Narrative; Distress; Psychology; Medicine; Gender studies; Psychiatry; Sociology; Social psychology; Clinical psychology; Political science; Economic growth","score_opus":0.30058826297254865,"score_gpt":0.49819661181154956,"score_spread":0.1976083488390009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361304628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965451,0.00011224591,0.000104434555,0.0006617045,0.000062652034,0.0004908941,0.00004352373,0.000079888225,0.001899565],"genre_scores_gemma":[0.997766,0.00017854809,0.00093762146,0.000076958604,0.000043582124,0.00035392857,0.000009834571,0.000022228947,0.0006112644],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99570984,0.0016894479,0.00040580882,0.0004007018,0.001068311,0.00072591315],"domain_scores_gemma":[0.9981229,0.0011716187,0.00011293256,0.0002733391,0.000104359235,0.0002148742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004797185,0.00013671772,0.00034950825,0.0002877406,0.00016473734,0.000053187006,0.0003253782,0.000104922125,0.00016648482],"category_scores_gemma":[0.001915913,0.0001444417,0.000032142536,0.0020012667,0.00026050184,0.0008955805,0.00009612229,0.0002588895,0.000060182265],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017342147,0.0009724153,0.043677956,0.0001689568,0.0001610275,0.000074146854,0.5250296,0.00055139913,0.40648907,0.0014375646,0.004024805,0.015678853],"study_design_scores_gemma":[0.005079269,0.00070473546,0.52140635,0.0017257906,0.00006961762,1.3609356e-7,0.28627616,0.0045160856,0.14778231,0.01823653,0.012682813,0.0015202231],"about_ca_topic_score_codex":0.028876215,"about_ca_topic_score_gemma":0.036659185,"teacher_disagreement_score":0.4777284,"about_ca_system_score_codex":0.0005417834,"about_ca_system_score_gemma":0.00043059178,"threshold_uncertainty_score":0.9809193},"labels":[],"label_agreement":null},{"id":"W4362502892","doi":"10.1177/16094069231159794","title":"Non-Indigenous Positionality when Engaging in de-colonising/ <i>re</i> -indigenising Research and Its Place Within Visual Methodology","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Indigenous; Happening; Sociology; Feeling; Metis; Pedagogy; Psychology; Gender studies; Social psychology; History","score_opus":0.9593126764992665,"score_gpt":0.816097275395385,"score_spread":0.14321540110388153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362502892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9098525,0.0003200796,0.08386038,0.0039619333,0.0007267028,0.00029645913,0.000012160596,0.000026542411,0.00094326545],"genre_scores_gemma":[0.6973723,0.00011039514,0.30148992,0.00021317297,0.00042284364,0.000026160182,0.0000028141153,0.000025314892,0.00033709084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91568154,0.07945212,0.0011181751,0.00038476216,0.0023896592,0.0009737269],"domain_scores_gemma":[0.9554895,0.041135993,0.00053130207,0.00010091039,0.0023523679,0.00038991083],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2834058,0.000171608,0.0004905525,0.0015701657,0.000696347,0.00024423655,0.0008114174,0.0001845074,0.000079125246],"category_scores_gemma":[0.043934867,0.00017177664,0.00011671375,0.0012149437,0.0008226015,0.0006731464,0.00026828388,0.0013632447,0.000016159715],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058232807,0.00020055714,0.00320436,0.00002692311,0.00021837436,0.00032746673,0.8993584,0.00020030703,0.057386357,0.025713714,0.00008784462,0.012693393],"study_design_scores_gemma":[0.0021505307,0.0011049388,0.016345838,0.00044117094,0.0000390563,0.00009675902,0.46608016,0.003865719,0.07907363,0.42616066,0.0041091805,0.00053233554],"about_ca_topic_score_codex":0.0014864762,"about_ca_topic_score_gemma":0.00047707616,"teacher_disagreement_score":0.4332782,"about_ca_system_score_codex":0.0015996186,"about_ca_system_score_gemma":0.001778913,"threshold_uncertainty_score":0.9641185},"labels":[],"label_agreement":null},{"id":"W4362573334","doi":"10.51952/9781447344520.020","title":"Using Photovoice as a participatory approach to promote youth health literacy","year":2019,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Health literacy; Photovoice; Health promotion; Empowerment; Public relations; Health education; Social determinants of health; Psychological intervention; Literacy; Psychology; Competence (human resources); Health care; Sociology; Political science; Medicine; Public health; Social psychology; Nursing; Pedagogy; Economic growth","score_opus":0.6700543556375977,"score_gpt":0.5423511440536138,"score_spread":0.1277032115839839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362573334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028442119,0.00017315937,0.002507786,0.000030506844,0.00022611971,0.0023562494,0.00019098152,0.00018646504,0.9914845],"genre_scores_gemma":[0.0107122855,0.000034305394,0.0063037,0.0003169391,0.00021645318,0.0000040092086,0.000016303145,0.00008970682,0.9823063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951865,0.0012323789,0.00035388357,0.00092305295,0.001241075,0.0010631304],"domain_scores_gemma":[0.99708277,0.00015233294,0.00040673066,0.00076133554,0.00036603253,0.0012308044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023873,0.0004103975,0.00073167117,0.00034252368,0.0009342144,0.00017847856,0.0010245076,0.00043110718,0.00004331946],"category_scores_gemma":[0.00019863989,0.00051738834,0.00024804188,0.00005236214,0.00057299034,0.00025646106,0.0005748254,0.00075510354,0.000098013756],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006660179,0.00023290481,0.000028992285,0.0006201207,0.0003892268,0.00020338334,0.20530264,0.00007411708,0.00014744527,0.766562,0.0025512497,0.023221944],"study_design_scores_gemma":[0.0003594331,0.00012937897,0.0000065585336,0.0003357984,0.00012023942,0.000001913102,0.0015648855,0.0003108379,0.0000577569,0.00026271612,0.9962986,0.0005518928],"about_ca_topic_score_codex":0.014637557,"about_ca_topic_score_gemma":0.00015448505,"teacher_disagreement_score":0.99374735,"about_ca_system_score_codex":0.0016477033,"about_ca_system_score_gemma":0.003512624,"threshold_uncertainty_score":0.9997278},"labels":[],"label_agreement":null},{"id":"W4362601267","doi":"10.1111/cars.12434","title":"At mummy's feet: A Black motherwork approach to arts‐informed inquiry","year":2023,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Safety & Insurance Board","funders":"","keywords":"Storytelling; The arts; Literacy; Jazz; Library science; Sociology; Media studies; History; Art history; Visual arts; Art; Literature; Computer science; Pedagogy; Narrative","score_opus":0.6621576487899731,"score_gpt":0.5633807982098514,"score_spread":0.09877685058012164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362601267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9209132,0.007438971,0.0001009859,0.015553309,0.00078277383,0.002279498,0.0002346088,0.00025261843,0.05244404],"genre_scores_gemma":[0.94133073,0.02520515,0.0032787956,0.021103177,0.0012967743,0.0012181449,0.00024161357,0.00013470053,0.0061908825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99261856,0.002191836,0.0007440397,0.0007108036,0.00021896306,0.0035157818],"domain_scores_gemma":[0.99345106,0.0017952967,0.00026756467,0.0007476746,0.00036893986,0.0033694566],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0123478025,0.0003535434,0.0010507808,0.00047916797,0.0009049031,0.000020871597,0.0013775912,0.00071919046,0.00050274725],"category_scores_gemma":[0.022594085,0.00036954918,0.00036680824,0.0014226929,0.004105862,0.00012318516,0.00019149567,0.00062272424,0.00082234555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000035947058,0.00006347767,0.058645654,0.006137878,0.00037562114,0.00019745521,0.3818625,0.00014151997,0.0003315458,0.11976162,0.41577452,0.016672265],"study_design_scores_gemma":[0.0004842232,0.00029873077,0.10926723,0.00253211,0.00013635517,0.000008812825,0.12018546,0.00015604908,0.000021380822,0.012472441,0.75325125,0.0011859727],"about_ca_topic_score_codex":0.037600126,"about_ca_topic_score_gemma":0.38484704,"teacher_disagreement_score":0.34724692,"about_ca_system_score_codex":0.0070088515,"about_ca_system_score_gemma":0.006561404,"threshold_uncertainty_score":0.99995565},"labels":[],"label_agreement":null},{"id":"W4362638246","doi":"10.1163/23644583-bja10038","title":"Telling, Gathering and (Re)Experiencing Stories: Video Interview as Methodology and Innovation in Practitioner-Based Research","year":2023,"lang":"en","type":"article","venue":"Video Journal of Education and Pedagogy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Canterbury; Auckland University of Technology, New Zealand","keywords":"Cognitive reframing; Narrative; Indigenous; Focus group; Virtual reality; Data collection; Sociology; Psychology; Computer science; Social science; Art; Social psychology","score_opus":0.8911197958010644,"score_gpt":0.740307225257679,"score_spread":0.15081257054338537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362638246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880944,0.0018059354,0.001983115,0.0065087266,0.00038543265,0.00014745384,4.4762095e-7,0.0000103696575,0.0010641218],"genre_scores_gemma":[0.99129105,0.002562862,0.005014558,0.0002839388,0.00029697723,0.000028020899,9.4533084e-7,0.000010095867,0.000511573],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9945516,0.0041106883,0.00046108928,0.00017130419,0.00041419207,0.00029114398],"domain_scores_gemma":[0.99519867,0.0036567298,0.00023150964,0.000081216895,0.000662359,0.00016950727],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029466053,0.00007151129,0.00019841753,0.0013466674,0.0003333584,0.000117231495,0.00010529033,0.000089729794,0.0001581835],"category_scores_gemma":[0.021055687,0.00006868545,0.000016919941,0.001692788,0.0003712657,0.00043710312,0.00004654906,0.0004074551,0.0000035491423],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017797247,0.0002107566,0.028094636,0.00019720662,0.000029669616,0.000019966057,0.43593672,0.00003772962,0.019706037,0.035501126,0.0012920061,0.47879618],"study_design_scores_gemma":[0.00076249434,0.00068535004,0.0323006,0.0006059946,0.00001880221,0.0000385424,0.5533237,0.0004673326,0.0035414041,0.029759672,0.37824854,0.0002475506],"about_ca_topic_score_codex":0.001060673,"about_ca_topic_score_gemma":0.0007997882,"teacher_disagreement_score":0.47854862,"about_ca_system_score_codex":0.00013697975,"about_ca_system_score_gemma":0.0018588494,"threshold_uncertainty_score":0.9993689},"labels":[],"label_agreement":null},{"id":"W4364374816","doi":"10.1080/08941920.2023.2180696","title":"Níksókowaawák as Axiom: The Indispensability of Comprehensive Relational Animacy in Blackfoot Ways of Knowing, Being, and Doing","year":2023,"lang":"en","type":"article","venue":"Society & Natural Resources","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia; Lethbridge College","funders":"","keywords":"Indigenous; Coproduction; Sociology; Value (mathematics); Epistemology; Social psychology; Psychology; Social science; Ecology; Computer science","score_opus":0.35708744742400855,"score_gpt":0.5345736000759899,"score_spread":0.1774861526519813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364374816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921013,0.00066829735,0.0000058446426,0.0038932448,0.00005765412,0.0003312734,0.0000057704638,0.00004243425,0.002894182],"genre_scores_gemma":[0.99860233,0.00014627863,0.0006043146,0.00030317914,0.00008740967,0.000011751402,0.0000027945666,0.000010058329,0.00023190226],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9967621,0.0010615076,0.00038308938,0.0002825739,0.0010339029,0.00047685724],"domain_scores_gemma":[0.99502075,0.004288259,0.00018027026,0.00019043403,0.0002265667,0.000093698174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004103563,0.00012214527,0.00027442386,0.00007531298,0.00047235517,0.000035379213,0.0003517991,0.00015864697,0.00004866228],"category_scores_gemma":[0.0026607823,0.00009365349,0.00018809285,0.0012938298,0.002162117,0.00019333126,0.0002578996,0.00062319345,0.000008262754],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018331905,0.00012872144,0.33253416,0.00028582168,0.0002601648,0.000012688316,0.54285353,0.00014654003,0.03290751,0.07525485,0.0034044753,0.012028205],"study_design_scores_gemma":[0.0007060836,0.00014496483,0.814849,0.00016033776,0.00003682503,0.0000010094716,0.09310493,0.0023700714,0.0036514923,0.01753825,0.06716865,0.00026834986],"about_ca_topic_score_codex":0.0019299471,"about_ca_topic_score_gemma":0.00032063414,"teacher_disagreement_score":0.48231488,"about_ca_system_score_codex":0.00011073512,"about_ca_system_score_gemma":0.00019951025,"threshold_uncertainty_score":0.79664105},"labels":[],"label_agreement":null},{"id":"W4366451089","doi":"10.3138/cjpe.022.006","title":"Youth Voices: Evaluation of Participatory Action Research","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Participatory action research; Participatory evaluation; Citizen journalism; Reflexivity; Psychosocial; Action research; Psychology; Sociology; Action (physics); Process (computing); Applied psychology; Community-based participatory research; Public relations; Medical education; Pedagogy; Political science; Social science; Computer science; Medicine; Psychotherapist","score_opus":0.9730869743906994,"score_gpt":0.7857522584583132,"score_spread":0.18733471593238615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366451089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98846805,0.00079244346,0.0005543883,0.00024130006,0.0006465947,0.0016569884,0.000003699607,0.000010222344,0.0076263156],"genre_scores_gemma":[0.9981159,0.000015008645,0.0012540215,0.000012214118,0.0004851432,0.000065614404,0.000004152228,0.000012942047,0.000035001583],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9809486,0.011055598,0.0008135965,0.00018910537,0.006049624,0.0009434698],"domain_scores_gemma":[0.9865939,0.00064934185,0.00046094868,0.00020396938,0.010967759,0.0011240591],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.26124737,0.00008875116,0.00019678591,0.0010602956,0.000591389,0.000116357915,0.00034842608,0.00016633859,0.0005892872],"category_scores_gemma":[0.02888243,0.00008932872,0.000100576384,0.001396319,0.00079913106,0.0005854733,0.000010751196,0.00046591408,0.000017467697],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006382753,0.00011608355,0.018481987,0.000018547476,0.000052001447,0.0000050568265,0.047261726,0.00027250964,0.0007194399,0.0012993086,0.0002593147,0.9314502],"study_design_scores_gemma":[0.005656881,0.003948134,0.4410921,0.0007852058,0.001800808,0.000011451864,0.3798693,0.027254144,0.020427119,0.039413385,0.078918956,0.00082248234],"about_ca_topic_score_codex":0.01596213,"about_ca_topic_score_gemma":0.2456339,"teacher_disagreement_score":0.9306277,"about_ca_system_score_codex":0.0024376088,"about_ca_system_score_gemma":0.019227663,"threshold_uncertainty_score":0.9905907},"labels":[],"label_agreement":null},{"id":"W4375858347","doi":"10.46743/2160-3715/2023.5822","title":"Using Timeline Methodology to Facilitate Qualitative Interviews to Explore Sexuality Experiences of Female Pakistani-Descent Immigrant Adolescents","year":2023,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of British Columbia; University of Alberta","funders":"Killam Trusts; Women and Children's Health Research Institute; Children's Health Research Institute; Aga Khan Foundation","keywords":"Timeline; Qualitative research; Human sexuality; Psychology; Participatory action research; Sociology; Gender studies; Social science","score_opus":0.9642069888101432,"score_gpt":0.7812293424213547,"score_spread":0.18297764638878855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375858347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192723,0.0000922483,0.076651886,0.0015921269,0.0004382859,0.0014152585,0.000046118334,0.00011957654,0.00037219838],"genre_scores_gemma":[0.97465265,0.000017473527,0.02266803,0.00026972484,0.000115288334,0.000495886,0.00000943955,0.000031958465,0.0017395313],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94515854,0.04907628,0.0018050277,0.00085978245,0.0019274985,0.0011728407],"domain_scores_gemma":[0.9908016,0.00618264,0.0006213914,0.0007884427,0.0009925946,0.00061336206],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.094977066,0.00031997138,0.0009245695,0.00034276964,0.0006145004,0.00005540538,0.00085699314,0.000111160094,0.00015206811],"category_scores_gemma":[0.036324043,0.00023929108,0.00024074515,0.0026079363,0.001491044,0.0002332747,0.00048240222,0.00030372513,0.00020538007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032059624,0.00011950342,0.0001679627,0.0000919683,0.000076853816,0.00005813676,0.983904,0.0000543269,0.0121746175,0.0014924369,0.00040060535,0.0011389641],"study_design_scores_gemma":[0.00015950881,0.00034432038,0.00064312003,0.00019103826,0.000023146908,0.000002995198,0.9834332,0.000060115697,0.0075597013,0.0037670454,0.0035305198,0.00028529097],"about_ca_topic_score_codex":0.010942256,"about_ca_topic_score_gemma":0.0009828726,"teacher_disagreement_score":0.058653023,"about_ca_system_score_codex":0.00038934065,"about_ca_system_score_gemma":0.0005575373,"threshold_uncertainty_score":0.995644},"labels":[],"label_agreement":null},{"id":"W4377151389","doi":"10.1111/cag.12844","title":"Through a changing landscape photographing place and community in Waterloo Region, By PhilippeElsworthy, Wilfrid Laurier University Press, Waterloo, 2022. 200 pages. $38.99 (hardback). ISBN: 9781771125659","year":2023,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Art history; Sociology; Media studies; Art; Computer science","score_opus":0.09062580752916295,"score_gpt":0.3419632418151554,"score_spread":0.2513374342859925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377151389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861571,0.0037672676,0.0000029568434,0.0034093081,0.00045540632,0.0009493419,0.00044997997,0.0003595531,0.0044490425],"genre_scores_gemma":[0.95542353,0.039381403,0.00007737898,0.00042740908,0.00015505923,0.00010711728,0.00021809603,0.00009744322,0.0041125803],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913333,0.002964469,0.00051190314,0.00090000796,0.00069547625,0.0035948337],"domain_scores_gemma":[0.99603826,0.00089955505,0.00017845565,0.00080486044,0.0002674523,0.0018114209],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0042667314,0.00060391356,0.00072229997,0.005751891,0.0046569444,0.00038239258,0.0012568395,0.0004513248,0.000097870274],"category_scores_gemma":[0.00064808223,0.00067787024,0.0002892504,0.0144396415,0.0040881196,0.0012079759,0.00031876285,0.0013175575,0.000008282151],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021589825,0.00017198232,0.46452203,0.00034678922,0.0005776706,0.0013746796,0.24961205,0.0000492949,0.00018557948,0.006064328,0.27080628,0.006073428],"study_design_scores_gemma":[0.0010406693,0.00018747876,0.023196371,0.00022974148,0.00007570229,0.000013868319,0.29177344,0.0000898979,0.000090874244,0.0010103072,0.6811443,0.0011473248],"about_ca_topic_score_codex":0.8777325,"about_ca_topic_score_gemma":0.9916332,"teacher_disagreement_score":0.44132566,"about_ca_system_score_codex":0.00026181556,"about_ca_system_score_gemma":0.00046062184,"threshold_uncertainty_score":0.9995673},"labels":[],"label_agreement":null},{"id":"W4377720827","doi":"10.1007/978-3-031-25259-4_1","title":"Introduction: Facilitating Visualities—Enacting Ethical Practices in Visual Research","year":2023,"lang":"en","type":"book-chapter","venue":"Social visualities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; The Scarborough Hospital; NSCAD University; University of New Brunswick","funders":"","keywords":"Reflexivity; Facilitation; Visual research; Research ethics; Action research; Economic Justice; Sociology; Power (physics); Action (physics); Qualitative research; Social research; Engineering ethics; Psychology; Political science; Social science; Pedagogy; Engineering; Visual arts","score_opus":0.8770937076245379,"score_gpt":0.7391815165808867,"score_spread":0.13791219104365116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377720827","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022260625,0.00046742492,0.0000445515,0.023078645,0.0030886144,0.0019764504,0.00016215809,0.0011286661,0.9477929],"genre_scores_gemma":[0.033148244,0.0005168499,0.00026037023,0.00028643516,0.019129,0.00036117528,0.00008383174,0.0002947089,0.9459194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97360176,0.013926793,0.0016629957,0.0016083977,0.006419995,0.0027800677],"domain_scores_gemma":[0.97420645,0.022153264,0.0010872567,0.0004303803,0.0016055809,0.00051707274],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.06624926,0.00066439796,0.0012888808,0.0015511424,0.0041421093,0.0009217107,0.0009905053,0.0028392426,0.002543623],"category_scores_gemma":[0.0736099,0.0007926714,0.00041885494,0.001060202,0.0052612126,0.0008224058,0.0007658881,0.00859219,0.0015939008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012919113,0.0000657303,0.00008254316,0.00035929115,0.00012149403,0.00007848525,0.16086127,0.0000011189084,0.000057746984,0.82061183,0.01269704,0.0049342895],"study_design_scores_gemma":[0.00031403484,0.00020772559,0.000102773105,0.00031014092,0.000036199115,0.0000012457884,0.31308964,0.00003628527,0.00004892688,0.13950841,0.54553187,0.0008127781],"about_ca_topic_score_codex":0.006125991,"about_ca_topic_score_gemma":0.007509066,"teacher_disagreement_score":0.6811034,"about_ca_system_score_codex":0.002422154,"about_ca_system_score_gemma":0.0037900435,"threshold_uncertainty_score":0.9994524},"labels":[],"label_agreement":null},{"id":"W4377721441","doi":"10.1007/978-3-031-25259-4","title":"Facilitating Visual Socialities","year":2023,"lang":"en","type":"book","venue":"Social visualities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; The Scarborough Hospital; NSCAD University; University of New Brunswick","funders":"","keywords":"Expansive; Facilitation; Visual research; Sociology; Cognitive science; Psychology; Visual arts; Art; Neuroscience; Physics","score_opus":0.7342104242558546,"score_gpt":0.6835606693991221,"score_spread":0.05064975485673251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377721441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002472798,0.00044352515,0.00010182587,0.0009923994,0.0021328237,0.00086388265,0.000543441,0.0017414836,0.9907078],"genre_scores_gemma":[0.001963633,0.00020048486,0.00010053036,0.00027171487,0.0076922295,0.00026451188,0.00016654776,0.00022607477,0.9891143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98859566,0.004551439,0.00091658055,0.0007671058,0.0031879668,0.0019812374],"domain_scores_gemma":[0.99196476,0.006292135,0.00045435014,0.00023548567,0.00061684893,0.00043641694],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.008658459,0.0006097355,0.0011507749,0.0004797617,0.0041813706,0.00059294817,0.0008282871,0.0013181504,0.0014546268],"category_scores_gemma":[0.008217717,0.0007368753,0.0006978485,0.00049919693,0.004165412,0.00040998988,0.0004043928,0.0012044464,0.0022857022],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022838953,0.000034014876,0.00001998928,0.00028958317,0.00019823838,0.000024211795,0.23657727,1.8899588e-7,0.000010109608,0.58290046,0.1732268,0.006696303],"study_design_scores_gemma":[0.00017829744,0.00007330923,0.0000480192,0.00013082086,0.0000646873,9.553015e-8,0.17082879,0.0000059849976,0.000011744577,0.18214941,0.645804,0.00070485164],"about_ca_topic_score_codex":0.0017696089,"about_ca_topic_score_gemma":0.002091756,"teacher_disagreement_score":0.47257718,"about_ca_system_score_codex":0.002189334,"about_ca_system_score_gemma":0.0069289636,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W4377722268","doi":"10.1007/978-3-031-25259-4_15","title":"Ethical and Methodological Considerations for Facilitating Community-Based Participatory Visual Research with Queer and Disabled Elders","year":2023,"lang":"en","type":"book-chapter","venue":"Social visualities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Queer; Citizen journalism; Participatory action research; Community-based participatory research; Sociology; Visual research; Psychology; Engineering ethics; Gender studies; Computer science; Visual arts; Engineering; Art; Anthropology; World Wide Web","score_opus":0.9458569569934733,"score_gpt":0.7165048582329239,"score_spread":0.2293520987605494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377722268","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29346466,0.0013674406,0.01785382,0.099696055,0.0015615601,0.021063244,0.0036195498,0.0037450043,0.55762863],"genre_scores_gemma":[0.72205335,0.00036378336,0.021855583,0.00471171,0.0021091748,0.003622251,0.0001946009,0.0005137264,0.24457583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.976029,0.02014028,0.000557191,0.000554982,0.0015835398,0.0011350254],"domain_scores_gemma":[0.9109935,0.08737576,0.00015426856,0.00018940763,0.0008641312,0.0004229267],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04767894,0.00036137417,0.00085111527,0.00029988284,0.0070939865,0.00045419025,0.00020726102,0.0012921491,0.00014961246],"category_scores_gemma":[0.031810414,0.00033834117,0.00014060787,0.00015343627,0.011235343,0.00013519249,0.0002480001,0.0033237713,0.00001348542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018691672,0.0000343982,0.00007925676,0.00039367183,0.00013460756,0.000009070937,0.082932875,0.0000014141556,0.00005804495,0.9138087,0.0016532661,0.000707795],"study_design_scores_gemma":[0.0009035008,0.0010604666,0.00014372733,0.00026904864,0.00013440802,6.3425864e-7,0.117238976,0.0001558644,0.000067588066,0.8410473,0.03831964,0.0006588524],"about_ca_topic_score_codex":0.0012899122,"about_ca_topic_score_gemma":0.0055282284,"teacher_disagreement_score":0.42858866,"about_ca_system_score_codex":0.00025364832,"about_ca_system_score_gemma":0.0016108085,"threshold_uncertainty_score":0.99990684},"labels":[],"label_agreement":null},{"id":"W4377723023","doi":"10.1007/978-3-031-25259-4_9","title":"Facilitating a “Virtual Space” for Social Change During the COVID-19 Pandemic: Working with High-Risk Population Using an Arts-Informed Method","year":2023,"lang":"en","type":"book-chapter","venue":"Social visualities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; The arts; Coronavirus disease 2019 (COVID-19); Space (punctuation); Virtual space; Population; Sociology; Political science; Computer science; Medicine; Demography; Artificial intelligence; Law","score_opus":0.8570114339059861,"score_gpt":0.6467175216868822,"score_spread":0.21029391221910387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377723023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89413136,0.00037214096,0.052922625,0.0035769215,0.0034630597,0.013935937,0.0038711869,0.003791473,0.023935305],"genre_scores_gemma":[0.62213355,0.00037224957,0.018379152,0.0015172096,0.033192467,0.0030512908,0.0007712948,0.0010629778,0.31951982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99264646,0.0025647439,0.00072477286,0.0007092536,0.0018990397,0.0014557523],"domain_scores_gemma":[0.99128217,0.0068383478,0.00094564876,0.00023211962,0.00031050373,0.00039119957],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012529267,0.00054978166,0.0008881393,0.00034750396,0.009537274,0.0005048581,0.0005235809,0.00079409796,0.00009900544],"category_scores_gemma":[0.005695296,0.0004814321,0.0003706351,0.00030273525,0.0012590165,0.00062035874,0.00022689605,0.000895648,0.000010495115],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003197374,0.000017640261,0.001641616,0.00026333804,0.0002617184,0.0000064434294,0.46307245,0.000036056594,0.000022982573,0.52257365,0.0000646505,0.011719729],"study_design_scores_gemma":[0.0031387275,0.0007852993,0.005384928,0.00052652374,0.0009817813,0.000005435428,0.59333676,0.0009825695,0.000024657349,0.23416002,0.1574692,0.003204085],"about_ca_topic_score_codex":0.023420336,"about_ca_topic_score_gemma":0.03585032,"teacher_disagreement_score":0.2955845,"about_ca_system_score_codex":0.002371822,"about_ca_system_score_gemma":0.00139818,"threshold_uncertainty_score":0.9997637},"labels":[],"label_agreement":null},{"id":"W4377723204","doi":"10.1007/978-3-031-25259-4_6","title":"(In)Visible Youth: Considerations for Visual Research in Rural New Brunswick’s Queer Spaces","year":2023,"lang":"en","type":"book-chapter","venue":"Social visualities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Queer; Gender studies; Transgender; Sociology; Rurality; Queer theory; Photovoice; Geography; Political science; Rural area; Visual arts; Art","score_opus":0.797175298915287,"score_gpt":0.6615646887660116,"score_spread":0.13561061014927545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377723204","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034628063,0.001586539,0.0001465504,0.026805509,0.004053648,0.007719937,0.0006460484,0.00077943865,0.9236343],"genre_scores_gemma":[0.065908775,0.00042904317,0.0002138821,0.00023728577,0.004272539,0.00020326034,0.000051503444,0.00019704271,0.92848665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99187994,0.0023040534,0.0009052892,0.00068723236,0.0023181695,0.0019053447],"domain_scores_gemma":[0.99066687,0.007860339,0.0001996343,0.00023695179,0.0006221563,0.00041406235],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013411367,0.0004253156,0.00092786155,0.0014463962,0.0015677125,0.00066581997,0.0004670928,0.0010377688,0.00092627644],"category_scores_gemma":[0.006003746,0.00050150545,0.00033520913,0.0005399143,0.0021674407,0.0005446332,0.00026687677,0.001362414,0.00035902509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007236357,0.000038941926,0.00016169754,0.00008415393,0.000047253296,0.000027771572,0.122111976,0.000001733316,0.000013780836,0.8632006,0.013813139,0.00042658902],"study_design_scores_gemma":[0.00079829403,0.00019366451,0.00027845532,0.00038462481,0.000029274022,2.496149e-7,0.12494009,0.000027292443,0.000048361275,0.7881623,0.08449775,0.00063965877],"about_ca_topic_score_codex":0.068997875,"about_ca_topic_score_gemma":0.21323638,"teacher_disagreement_score":0.1442385,"about_ca_system_score_codex":0.0012042449,"about_ca_system_score_gemma":0.010981969,"threshold_uncertainty_score":0.999987},"labels":[],"label_agreement":null},{"id":"W4377723583","doi":"10.1007/978-3-031-25259-4_3","title":"The Fibres of Our Being: A Visual Artefact of Community-Engaged Visual Arts in St. James Town","year":2023,"lang":"en","type":"book-chapter","venue":"Social visualities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Visual arts; Visual research; Sociology; Painting; Context (archaeology); Narrative; Media studies; Neighbourhood (mathematics); Art; Geography","score_opus":0.6056965506730382,"score_gpt":0.6065410032564957,"score_spread":0.0008444525834575556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377723583","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47484103,0.00080987957,0.00003504865,0.0039321226,0.0018803308,0.0024388614,0.00066617766,0.00048941193,0.5149071],"genre_scores_gemma":[0.79127383,0.00046136702,0.000022412823,0.000067363835,0.0007388389,0.000078249774,0.000039818344,0.000118521035,0.20719959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97785616,0.016907707,0.0013942926,0.00034275604,0.0023604357,0.0011386261],"domain_scores_gemma":[0.9824447,0.01558711,0.0008337203,0.00037839444,0.000536306,0.0002197484],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03214506,0.0004932117,0.0013005624,0.00050614023,0.0044241655,0.00017321756,0.0010909224,0.00076251756,0.00016335044],"category_scores_gemma":[0.012984895,0.00045342508,0.0005556887,0.00038270748,0.0029490823,0.00025668074,0.0005582771,0.00398025,0.00003185092],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025132636,0.0002181144,0.00030632943,0.00034279152,0.00037548263,0.00001466714,0.32848805,0.0000011878543,0.00030738508,0.6524872,0.006249604,0.01095783],"study_design_scores_gemma":[0.00070265273,0.0007556842,0.0022416841,0.0006517175,0.00011687665,3.5443594e-7,0.68469137,0.000015315314,0.0011820074,0.20752884,0.101309896,0.0008035922],"about_ca_topic_score_codex":0.005206615,"about_ca_topic_score_gemma":0.00851573,"teacher_disagreement_score":0.4449584,"about_ca_system_score_codex":0.00036179117,"about_ca_system_score_gemma":0.0015425951,"threshold_uncertainty_score":0.99979174},"labels":[],"label_agreement":null},{"id":"W4377723632","doi":"10.1007/978-3-031-25259-4_18","title":"Facilitating Ethical Visual Sociological Research: What Difference Can We Make Together?","year":2023,"lang":"en","type":"book-chapter","venue":"Social visualities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; The Scarborough Hospital; NSCAD University; University of New Brunswick","funders":"","keywords":"Sociology; Visual research; Epistemology; Social science; Engineering ethics; Philosophy; Visual arts; Art; Engineering","score_opus":0.8702381804069713,"score_gpt":0.6830399351874806,"score_spread":0.1871982452194907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377723632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07239163,0.0036939236,0.00021366046,0.06774636,0.0049682055,0.00416632,0.0010684414,0.003153101,0.8425984],"genre_scores_gemma":[0.06174696,0.0049162,0.00016213815,0.00089435844,0.004758886,0.00036174653,0.00006941465,0.00023717794,0.9268531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9777517,0.011886589,0.001020423,0.0012640085,0.0054056463,0.002671631],"domain_scores_gemma":[0.9762606,0.021140244,0.00031851305,0.000369889,0.0011383039,0.0007724246],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.025899483,0.0006933661,0.0013132477,0.00051731785,0.0048532323,0.0011909888,0.0013006004,0.0039742207,0.0014486123],"category_scores_gemma":[0.01693088,0.0006924968,0.00064858404,0.0003811028,0.011876632,0.00022442508,0.0009951772,0.0070117023,0.00093327736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005620857,0.000036089095,0.000021988077,0.00014959554,0.000122054866,0.000059358114,0.19364427,1.5660962e-7,0.00007601549,0.7606236,0.0017515261,0.04345919],"study_design_scores_gemma":[0.00020483202,0.00030887814,0.0001338191,0.00048369344,0.000034043453,4.0040416e-7,0.2527523,0.000015716307,0.000019492982,0.6019534,0.14333905,0.0007544002],"about_ca_topic_score_codex":0.0016290611,"about_ca_topic_score_gemma":0.0045208987,"teacher_disagreement_score":0.15867019,"about_ca_system_score_codex":0.0013923552,"about_ca_system_score_gemma":0.0027707734,"threshold_uncertainty_score":0.99984586},"labels":[],"label_agreement":null},{"id":"W4379107508","doi":"10.1177/10778004231176100","title":"Fleshing Out the Embodied Potentialities of Positionality","year":2023,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Embodied cognition; Sociology; Performative utterance; Reflexivity; Aesthetics; Autoethnography; The arts; Context (archaeology); Transformative learning; Habitus; Becoming; Insider; Qualitative research; Epistemology; Ethnography; Pedagogy; Anthropology; Visual arts; Art","score_opus":0.8924034116686976,"score_gpt":0.7445489132141252,"score_spread":0.14785449845457244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379107508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419269,0.00012511619,0.0042343847,0.006781299,0.00086303806,0.00039093342,0.00007400035,0.00017878093,0.04542554],"genre_scores_gemma":[0.9957322,0.000020191152,0.0005511254,0.00020977484,0.00033024946,0.000060690832,0.0000099010595,0.0000097534785,0.0030761315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9875908,0.010451466,0.00032429854,0.00018306468,0.0010248114,0.00042554538],"domain_scores_gemma":[0.99252856,0.006710844,0.00012853915,0.00020256925,0.00031976285,0.00010972143],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.020651126,0.00008396487,0.00018528824,0.00009999091,0.0006487697,0.000057125355,0.00037457971,0.000063029,0.00021423266],"category_scores_gemma":[0.008753698,0.00006450095,0.00010822318,0.0005453389,0.0026316473,0.00024534896,0.00011262919,0.00016575994,0.00020835998],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018149069,0.000019361825,0.0001327942,0.000016292226,0.000031453517,0.0000016607228,0.58037853,0.000005569239,0.0007861698,0.4152509,0.0024779595,0.0008811553],"study_design_scores_gemma":[0.00012682924,0.000044723995,0.0051981197,0.000032766744,0.000011374076,6.800392e-8,0.78288627,0.000040891373,0.0012920342,0.20202997,0.008230735,0.00010621778],"about_ca_topic_score_codex":0.0009640976,"about_ca_topic_score_gemma":0.00028962715,"teacher_disagreement_score":0.21322091,"about_ca_system_score_codex":0.00009319188,"about_ca_system_score_gemma":0.00030016157,"threshold_uncertainty_score":0.999596},"labels":[],"label_agreement":null},{"id":"W4379143603","doi":"10.54254/2753-7064/4/20220487","title":"Public Welfare Photography in China","year":2023,"lang":"en","type":"article","venue":"Communications in Humanities Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Photography; Disadvantaged; Public service; China; Service (business); Public welfare; Sociology; Public relations; Visual arts; Political science; Business; Marketing; Art; Law","score_opus":0.9495999914362959,"score_gpt":0.7291486250314269,"score_spread":0.22045136640486906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379143603","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37925845,0.0011397742,0.000005069806,0.01945982,0.00008067153,0.0009175612,0.000013051448,0.00021945388,0.59890616],"genre_scores_gemma":[0.99163115,0.0042548324,0.00036867397,0.000023466926,0.000037787213,0.001055015,0.000021163978,0.000019322582,0.0025885918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98669416,0.010292196,0.0003377254,0.00024908155,0.0012249304,0.0012019292],"domain_scores_gemma":[0.99524564,0.002597605,0.00003112151,0.001617218,0.00036160808,0.00014680855],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.023710279,0.00008615913,0.00016503713,0.0031922886,0.0024141609,0.00036535913,0.0033837885,0.000108367756,0.00064376165],"category_scores_gemma":[0.00823285,0.000099126664,0.00005233982,0.007370942,0.0035678707,0.00045447063,0.0014785096,0.0012960536,0.00026163392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008822399,0.0002571108,0.05156931,0.000024183411,0.000008045381,0.000012779499,0.061592698,0.000004377704,0.00007329013,0.8687656,0.0016850574,0.015998729],"study_design_scores_gemma":[0.0002527806,0.000040040522,0.16081391,0.000053901593,7.1231415e-7,1.4207183e-7,0.067874976,0.00080088415,0.000018902067,0.039159097,0.730832,0.0001526588],"about_ca_topic_score_codex":0.012399696,"about_ca_topic_score_gemma":0.10672206,"teacher_disagreement_score":0.8296065,"about_ca_system_score_codex":0.00045554206,"about_ca_system_score_gemma":0.0005069834,"threshold_uncertainty_score":0.99914384},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4379207209","doi":"10.1080/09718524.2023.2204632","title":"Autonomy among Indigenous women in Rural Colombia: “free to be, think, and act in our territory”","year":2023,"lang":"en","type":"article","venue":"Gender Technology and Development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photovoice; Autonomy; Indigenous; Context (archaeology); Qualitative research; Participatory action research; Focus group; Empowerment; Sociology; Gender studies; Psychology; Political science; Economic growth; Geography; Social science; Law","score_opus":0.25357071974990764,"score_gpt":0.4965608514839133,"score_spread":0.2429901317340057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379207209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964754,0.00008554935,0.00002275892,0.0019249452,0.00007869768,0.00047744706,0.0000015406633,0.00018199778,0.00075166766],"genre_scores_gemma":[0.9965872,0.000030830714,0.0022327804,0.00013649672,0.00001234141,0.0003928721,0.0000011637743,0.000008406252,0.0005979105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805546,0.00023614489,0.00022831756,0.00028650585,0.00023960132,0.0009539551],"domain_scores_gemma":[0.99949515,0.00008220318,0.000031595184,0.00015323842,0.000022149297,0.00021564437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003303876,0.000113495735,0.00021842495,0.0010482839,0.0003206177,0.000037494185,0.000307927,0.00027893376,0.000011401124],"category_scores_gemma":[0.00060525537,0.00011811926,0.000007453309,0.0011214816,0.00023165529,0.000115288196,0.00045382077,0.0003042878,0.000020368652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016077685,0.000039966006,0.757563,0.0000118355165,0.00001782903,0.00006734708,0.20872992,0.0000015607161,0.000147046,0.0007681805,0.00019695458,0.03244028],"study_design_scores_gemma":[0.0003930764,0.000047278285,0.8883228,0.000013043226,9.230706e-7,9.768512e-7,0.0937813,0.0000075425132,0.0004792955,0.0061415094,0.010655175,0.00015713558],"about_ca_topic_score_codex":0.00038995218,"about_ca_topic_score_gemma":0.006651364,"teacher_disagreement_score":0.13075975,"about_ca_system_score_codex":0.0006643218,"about_ca_system_score_gemma":0.0010053559,"threshold_uncertainty_score":0.48167637},"labels":[],"label_agreement":null},{"id":"W4379259311","doi":"10.1136/bmjopen-2022-069695","title":"Involving adolescents in the design, implementation, evaluation and dissemination of health research: an umbrella review protocol","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"Trinity College Dublin","keywords":"Medicine; Protocol (science); Research design; Protocol design; Health services research; Public health; Alternative medicine; Medical education; Nursing; Pathology; Computer network","score_opus":0.9691665500327379,"score_gpt":0.8505298461069635,"score_spread":0.11863670392577441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379259311","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021984832,0.0001766648,0.00021542014,0.009823535,0.000029907178,0.96648425,0.0000049369946,0.000020306063,0.0012601552],"genre_scores_gemma":[0.34877163,0.00028187563,0.000977156,0.0003510455,0.000049521503,0.6494513,0.000013173589,0.000012995304,0.00009132269],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9479212,0.048353408,0.00058063015,0.00026794052,0.0024040611,0.00047276312],"domain_scores_gemma":[0.9979902,0.0011424583,0.00016254044,0.00022385674,0.00039953733,0.00008140363],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.25129828,0.00004561676,0.00014137523,0.00013106265,0.0004354917,0.00013653166,0.00052933977,0.000023298811,0.00008984432],"category_scores_gemma":[0.013668175,0.00003528346,0.000010562327,0.0014233759,0.00014223972,0.00043175925,0.00018381073,0.0000987543,0.000007559386],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001780227,0.0003607113,0.06681455,0.0058455192,0.000011222262,0.0000040269597,0.14417322,0.000011742263,0.0011659713,0.0075426525,0.056882467,0.7170099],"study_design_scores_gemma":[0.001244265,0.00087364455,0.83149344,0.016671276,0.000013301284,5.742264e-7,0.12243894,0.0036584144,0.00050026487,0.012923668,0.009926669,0.00025552115],"about_ca_topic_score_codex":0.0029005895,"about_ca_topic_score_gemma":0.0049303365,"teacher_disagreement_score":0.7646789,"about_ca_system_score_codex":0.00016017733,"about_ca_system_score_gemma":0.0013090204,"threshold_uncertainty_score":0.9946401},"labels":[],"label_agreement":null},{"id":"W4379471700","doi":"10.1177/16094069231172076","title":"A Systematic Methods Review of Photovoice Research with Indigenous Young People","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Photovoice; Indigenous; Participatory action research; Aotearoa; Community-based participatory research; Focus group; Qualitative research; Medicine; Medical education; Sociology; Gender studies; Social science; Anthropology; Economic growth","score_opus":0.9553022896246456,"score_gpt":0.83804044400575,"score_spread":0.11726184561889563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379471700","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08922184,0.02675833,0.8556861,0.0057585263,0.0026153778,0.0031038371,0.000055879416,0.000104603496,0.016695471],"genre_scores_gemma":[0.033984,0.010969589,0.9525792,0.0002015957,0.00040386792,0.00021329329,0.000003938375,0.000053549335,0.0015909773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8384712,0.15343198,0.0019080931,0.0002958854,0.0051696445,0.0007232185],"domain_scores_gemma":[0.9441282,0.044600993,0.0014652361,0.0002895756,0.009165494,0.000350475],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3346284,0.0001729495,0.001032831,0.0012625823,0.0002928389,0.00009616743,0.0015656836,0.0000952175,0.00020279562],"category_scores_gemma":[0.12446712,0.00012862375,0.00028889073,0.00312751,0.00086717197,0.00048523408,0.00018741372,0.00075205916,0.00003151556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039485688,0.00031026642,0.0006576676,0.02221923,0.0018086408,0.00012819897,0.9259218,0.000014627368,0.012074632,0.022270927,0.00095853535,0.013240632],"study_design_scores_gemma":[0.0021017422,0.0024411369,0.0044593066,0.14605016,0.0005056405,0.00019369856,0.72786313,0.00031355416,0.03201625,0.069174394,0.014008292,0.00087270373],"about_ca_topic_score_codex":0.0009766476,"about_ca_topic_score_gemma":0.00021636621,"teacher_disagreement_score":0.21016128,"about_ca_system_score_codex":0.000563726,"about_ca_system_score_gemma":0.001747192,"threshold_uncertainty_score":0.88290787},"labels":[],"label_agreement":null},{"id":"W4379653915","doi":"10.32920/ifmj.v3i1.1852","title":"Navigating Urban Spaces Through the Use of Interactive Visual Storytelling Methods","year":2023,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Variety (cybernetics); Sociology; Context (archaeology); Performative utterance; Visual arts; Urban studies; Visual culture; Aesthetics; Geography; Art; Anthropology; Computer science; Political science","score_opus":0.5773818411023043,"score_gpt":0.6597417447454289,"score_spread":0.08235990364312462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379653915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803667,0.0003526102,0.0150045995,0.0012817258,0.0018680377,0.00023098169,0.000012038804,0.000043518576,0.0008397793],"genre_scores_gemma":[0.9798208,0.0008302686,0.0178511,0.00017248454,0.00097102753,0.000022684695,0.000002031821,0.000025368863,0.0003042312],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9933414,0.0048501734,0.00039145694,0.0002130399,0.00067743915,0.00052651914],"domain_scores_gemma":[0.9809003,0.017868148,0.00041222377,0.00011234219,0.00044016895,0.00026680433],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0054381774,0.00014914542,0.00029666704,0.000091262795,0.0007822673,0.00031302142,0.00028162386,0.00008437766,0.00022087699],"category_scores_gemma":[0.021550164,0.000104197934,0.0001293082,0.00055211835,0.0008179043,0.0014612429,0.00015288622,0.0013752241,0.00001717807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033013886,0.000101238904,0.004720229,0.000017553899,0.0002726888,0.00007198074,0.7828199,0.00012619617,0.010919276,0.0012053142,0.0037757137,0.19563976],"study_design_scores_gemma":[0.0008810555,0.00051469076,0.01125273,0.0012565755,0.00013950706,0.000055291654,0.56325674,0.012319203,0.039525922,0.006197042,0.36408103,0.00052020943],"about_ca_topic_score_codex":0.0005892654,"about_ca_topic_score_gemma":0.00014597579,"teacher_disagreement_score":0.3603053,"about_ca_system_score_codex":0.00014265231,"about_ca_system_score_gemma":0.00028064812,"threshold_uncertainty_score":0.9866917},"labels":[],"label_agreement":null},{"id":"W4379929949","doi":"10.7202/1100247ar","title":"L’utilisation de photos commentées pour approfondir l’analyse et la compréhension du travail salarié et domestique des enseignantes","year":2023,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.8034561264365225,"score_gpt":0.6729550837419069,"score_spread":0.1305010426946156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379929949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93650585,0.0051930086,0.023597881,0.025830464,0.000240655,0.00065875595,0.000068686764,0.00032768064,0.0075770086],"genre_scores_gemma":[0.89462745,0.0112136975,0.080304876,0.0016484683,0.00024105774,0.00022025696,0.000053074302,0.000107493426,0.0115836505],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8668122,0.12974772,0.0007601242,0.00058950804,0.0009361857,0.0011542259],"domain_scores_gemma":[0.93496037,0.06327723,0.00037877602,0.00032074162,0.000505081,0.0005578302],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0953763,0.00044379325,0.0007144225,0.00041094134,0.0005279862,0.00028390245,0.00055787084,0.0006156539,0.00014501582],"category_scores_gemma":[0.048384238,0.00043257518,0.00031671984,0.0023655142,0.0029489582,0.00094954425,0.00019217974,0.0011596989,0.0004428208],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017824693,0.0007872512,0.009864566,0.0005019893,0.00035081807,0.000092632625,0.840852,0.000148263,0.04132604,0.06980449,0.0049749333,0.031118764],"study_design_scores_gemma":[0.0015382956,0.0006384859,0.14985934,0.0012907872,0.00023864594,0.00001153688,0.48961356,0.009191021,0.015125583,0.28875998,0.042725686,0.0010070602],"about_ca_topic_score_codex":0.0047718063,"about_ca_topic_score_gemma":0.001108556,"teacher_disagreement_score":0.35123843,"about_ca_system_score_codex":0.0010965351,"about_ca_system_score_gemma":0.002002079,"threshold_uncertainty_score":0.9998126},"labels":[],"label_agreement":null},{"id":"W4380324065","doi":"10.1017/s0032247423000128","title":"Participatory action research with Inuit societies: A scoping review","year":2023,"lang":"en","type":"review","venue":"Polar Record","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Photovoice; Participatory action research; Variety (cybernetics); Indigenous; Citizen journalism; Action research; Sociology; Action (physics); Geography; Political science; Ecology; Anthropology; Economic growth; Computer science","score_opus":0.9648282562002639,"score_gpt":0.7845281666837113,"score_spread":0.18030008951655263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380324065","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012856567,0.9923457,0.000023846647,0.00018973486,0.00032991078,0.004357476,0.000025920535,0.000298049,0.0024165257],"genre_scores_gemma":[7.7597684e-7,0.99016786,0.0003736191,0.00007895137,0.00074572593,0.0025467493,0.000011191407,0.00014143664,0.0059336848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97468334,0.019199993,0.00090532406,0.0008220875,0.0025628782,0.0018263562],"domain_scores_gemma":[0.99300176,0.004632636,0.0004218685,0.0007674496,0.000487576,0.0006886978],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038292225,0.00039212994,0.0019463947,0.00046246394,0.0013492719,0.00025752248,0.0010049185,0.0004729354,0.00085335947],"category_scores_gemma":[0.011613514,0.0003198529,0.00046139487,0.0035861344,0.0011283362,0.0003473394,0.0003167831,0.002032649,0.002616343],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051377096,0.000032403277,0.000010283779,0.15848508,0.00011227936,0.000020898795,0.001692106,1.684803e-8,1.673092e-7,0.0002289403,0.0073287603,0.83208394],"study_design_scores_gemma":[0.000034220262,0.00007740806,0.0000011492857,0.34278828,0.0001825157,9.877103e-7,0.00045805555,6.059015e-7,2.5768088e-7,0.00013951768,0.6560785,0.00023845382],"about_ca_topic_score_codex":0.001988725,"about_ca_topic_score_gemma":0.0139153,"teacher_disagreement_score":0.83184546,"about_ca_system_score_codex":0.0016340436,"about_ca_system_score_gemma":0.011041039,"threshold_uncertainty_score":0.9999508},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4380880843","doi":"10.3138/ctr.122.001","title":"Photographic Performance: A Part of Me","year":2005,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dream; Limiting; Journalism; Performance art; Visual arts; Work (physics); History; Media studies; Art history; Sociology; Art; Engineering; Psychology","score_opus":0.3746559449636239,"score_gpt":0.5500447809096529,"score_spread":0.175388835946029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380880843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07819841,0.34835812,0.000008756752,0.009615619,0.00023416059,0.0015454954,0.00003943297,0.00006462116,0.56193537],"genre_scores_gemma":[0.70061374,0.29524985,0.0004214284,0.002221462,0.0003019519,0.000106435495,0.000002933238,0.000017709921,0.001064504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799013,0.00071401574,0.00025037283,0.00014622684,0.00034433973,0.00055491977],"domain_scores_gemma":[0.9986515,0.00010826322,0.00005923261,0.00027079447,0.00009539001,0.0008147867],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036662598,0.00008432473,0.00027183266,0.00013490116,0.00022581023,0.000013431528,0.0003238963,0.00005496378,0.0024514783],"category_scores_gemma":[0.00037941238,0.00007588181,0.00011151129,0.0007429093,0.0003160848,0.00013733914,0.000012478939,0.0001269829,0.00018867178],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022939407,0.000021800828,0.006824819,0.00094089843,0.000028403352,0.000004167545,0.0011645951,9.299492e-7,0.000035030378,0.0039473786,0.013646207,0.9733835],"study_design_scores_gemma":[0.000042197567,0.000020623418,0.0004457122,0.0011470341,0.000025133755,6.8705e-7,0.00008350547,0.000014864073,0.000089578,0.000045448316,0.9980016,0.00008365396],"about_ca_topic_score_codex":0.04209933,"about_ca_topic_score_gemma":0.29364547,"teacher_disagreement_score":0.98435533,"about_ca_system_score_codex":0.00020130382,"about_ca_system_score_gemma":0.0017247865,"threshold_uncertainty_score":0.9984604},"labels":[],"label_agreement":null},{"id":"W4381058896","doi":"10.56198/itig2vts8","title":"Diving into SDG 14, Life Below Water: A VR Experience for Deeper Understanding","year":2023,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Virtual reality; Computer science; Human–computer interaction","score_opus":0.8225074099485765,"score_gpt":0.6701403077653383,"score_spread":0.15236710218323823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381058896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8154553,0.000032070544,0.16187888,0.0032973855,0.0005835342,0.0006888791,0.000002041579,0.00055936753,0.017502496],"genre_scores_gemma":[0.990115,0.000025121113,0.0042421552,0.0002418364,0.00018623521,0.0002710258,0.0000016883632,0.000018425395,0.004898535],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99735034,0.00047804814,0.0002010172,0.0003114036,0.0006850944,0.0009740903],"domain_scores_gemma":[0.9981018,0.0011598268,0.000024236686,0.00017409248,0.000087991495,0.0004520861],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0049826466,0.00010158159,0.00015969037,0.00014454743,0.001430036,0.00020034844,0.0003756622,0.00008732834,0.0005535171],"category_scores_gemma":[0.0063174986,0.00007863705,0.000079008954,0.000538413,0.00040932797,0.00040818946,0.00019333474,0.000101165475,0.00020812453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006117976,0.00006776392,0.013840715,0.00007136534,0.00005478754,0.000014871695,0.7159624,0.000052115793,0.017326327,0.23949854,0.005590559,0.0074593867],"study_design_scores_gemma":[0.0009946505,0.00026957842,0.0018064876,0.000093801995,0.000026991558,3.8519477e-7,0.4969948,0.0083966525,0.041165505,0.17890686,0.27038458,0.0009597098],"about_ca_topic_score_codex":0.0008466632,"about_ca_topic_score_gemma":0.0013715321,"teacher_disagreement_score":0.26479402,"about_ca_system_score_codex":0.0003660684,"about_ca_system_score_gemma":0.00021568169,"threshold_uncertainty_score":0.99986994},"labels":[],"label_agreement":null},{"id":"W4381093494","doi":"10.32920/ifmj.v3i2.1776","title":"Collaboratively Reimagining Spaces Through Socially-Engaged Creative Practices","year":2023,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Exhibition; Media studies; The arts; Public relations; Gender studies; Visual arts; Political science; Art","score_opus":0.6403436627133703,"score_gpt":0.6545410508904169,"score_spread":0.014197388177046633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381093494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8483167,0.0005357278,0.0009896297,0.04182639,0.0027993247,0.0004574584,0.00005171158,0.00018550342,0.10483751],"genre_scores_gemma":[0.9862261,0.0033648177,0.00447385,0.000617669,0.0013855125,0.000048149435,0.0000041406706,0.000027670554,0.003852116],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98908454,0.00891029,0.00027390465,0.0002646155,0.00085567404,0.00061099796],"domain_scores_gemma":[0.9852659,0.012804176,0.0006689548,0.00008059762,0.0007748478,0.00040548353],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011034731,0.00015491642,0.00028263885,0.00019397905,0.0026560375,0.0006240784,0.00024793018,0.00008504438,0.00066341116],"category_scores_gemma":[0.09967695,0.00012000375,0.00006694088,0.00085431605,0.00076415134,0.002321394,0.00010147656,0.0020885642,0.000107917294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039973733,0.00009231278,0.006649067,0.0000097393395,0.00025532636,0.0003366681,0.9083235,0.000004271282,0.004617212,0.0056228973,0.059429158,0.014260074],"study_design_scores_gemma":[0.000614118,0.00015928941,0.01639206,0.00013798024,0.00003921615,0.000014086549,0.6088596,0.00012240183,0.0021930211,0.011487418,0.3597628,0.00021801295],"about_ca_topic_score_codex":0.00046962293,"about_ca_topic_score_gemma":0.0007619564,"teacher_disagreement_score":0.30033362,"about_ca_system_score_codex":0.00020586385,"about_ca_system_score_gemma":0.0018382167,"threshold_uncertainty_score":0.9986424},"labels":[],"label_agreement":null},{"id":"W4381282531","doi":"10.1177/14733250231180321","title":"Timelines, convoy circles, and ecomaps: Positing diagramming as a salient tool for qualitative data collection in research with forced migrants","year":2023,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Timeline; Documentation; Qualitative research; Visual research; Work (physics); Data collection; Qualitative property; Sociology; Salient; Forced migration; Public relations; Psychology; Political science; Social science; Computer science; Geography; Engineering; Visual arts","score_opus":0.8865333267270771,"score_gpt":0.7524648227010639,"score_spread":0.13406850402601322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381282531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98625296,0.0001726194,0.0030967083,0.0064379214,0.00012340053,0.0024040665,0.00012665468,0.00014591686,0.0012397772],"genre_scores_gemma":[0.9890529,0.000043194043,0.0068895333,0.00011131988,0.0002794466,0.0008287034,0.00015224658,0.000049875347,0.0025928058],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97777295,0.01841267,0.00051496277,0.0007306861,0.0013339791,0.0012347598],"domain_scores_gemma":[0.97452545,0.024177888,0.00017457313,0.00023412704,0.0006773382,0.00021059898],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05471438,0.00018705138,0.0004393822,0.00043439324,0.0028922723,0.00023671189,0.0004509027,0.00017581272,0.000028686345],"category_scores_gemma":[0.027051533,0.0001896851,0.000055033248,0.0043556304,0.0014294822,0.0004642224,0.00025594773,0.00046336986,0.00004848733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007540691,0.00007793489,0.001169175,0.00006790943,0.000083915496,0.000011826327,0.94558096,0.0000019035015,0.0002492276,0.035128407,0.005209039,0.011665662],"study_design_scores_gemma":[0.0014586684,0.00038077324,0.0051178834,0.0002286159,0.000021223339,1.7581512e-7,0.9423597,0.00039688894,0.00011134938,0.04356129,0.006003246,0.00036021066],"about_ca_topic_score_codex":0.0051768012,"about_ca_topic_score_gemma":0.0057827015,"teacher_disagreement_score":0.027662847,"about_ca_system_score_codex":0.0005228226,"about_ca_system_score_gemma":0.0008889496,"threshold_uncertainty_score":0.9984058},"labels":[],"label_agreement":null},{"id":"W4381509767","doi":"10.1177/16094069231176195","title":"Talking Lines: A Research Protocol Integrating Verbal and Visual Narratives to Understand the Experiences of People Affected by Rarer Forms of Dementia","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nipissing University","funders":"Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Dementia; Interview; Narrative; Psychology; Construct (python library); Cognition; Recall; Affect (linguistics); Population; Developmental psychology; Cognitive psychology; Medicine; Disease; Psychiatry; Sociology; Communication","score_opus":0.8756204425679894,"score_gpt":0.7996436116017808,"score_spread":0.07597683096620866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381509767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8823842,0.000066720924,0.11188604,0.0011897375,0.00023035734,0.00378763,0.000008227493,0.000008369678,0.00043876623],"genre_scores_gemma":[0.9532936,0.000011993088,0.04473342,0.000021878264,0.00011510722,0.0017376903,9.499708e-7,0.000011535663,0.000073812414],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9762345,0.020165404,0.0008600157,0.00018423855,0.0022067595,0.00034909972],"domain_scores_gemma":[0.9817653,0.015065523,0.00059128494,0.00007228697,0.002344764,0.00016085645],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.059720654,0.0001122227,0.00033450892,0.0005062847,0.00030716264,0.00011083234,0.0006272777,0.00005829532,0.00009127175],"category_scores_gemma":[0.036559615,0.00007253538,0.0001054097,0.0013502325,0.001202317,0.00044952345,0.00021733034,0.0003470275,9.212123e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003190064,0.00009033219,0.0003080722,0.000027181555,0.00021107277,0.0000027261422,0.92949975,0.0000053456793,0.051957235,0.006827423,0.00032738535,0.010424467],"study_design_scores_gemma":[0.00042000605,0.0006255838,0.0008601323,0.00020188808,0.000006982948,0.0000012565386,0.95058364,0.00021813156,0.033774182,0.012233607,0.0010006852,0.000073925155],"about_ca_topic_score_codex":0.00019537822,"about_ca_topic_score_gemma":0.00013021892,"teacher_disagreement_score":0.070909455,"about_ca_system_score_codex":0.00014394415,"about_ca_system_score_gemma":0.00048615166,"threshold_uncertainty_score":0.9715558},"labels":[],"label_agreement":null},{"id":"W4381929204","doi":"10.33552/sjrr.2023.03.000570","title":"Youth and Down Syndrome: A Canadian Practice of Inclusion, Communication and Creative Arts","year":2023,"lang":"en","type":"article","venue":"Scientific Journal of Research & Reviews","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"The arts; Inclusion (mineral); Dance; Action research; Visual arts; Psychology; Conversation; Action (physics); Creative writing; Qualitative research; Pedagogy; Sociology; Art; Social psychology; Communication; Social science","score_opus":0.7112924555668058,"score_gpt":0.6807216782763454,"score_spread":0.030570777290460316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381929204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90903044,0.05928667,0.000042433716,0.011588298,0.0003007938,0.0013761881,0.000032974927,0.000013301587,0.018328894],"genre_scores_gemma":[0.9424584,0.052238584,0.0025621795,0.000042881315,0.000045492103,0.000016827724,0.0000034716784,0.0000103146685,0.002621882],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98601675,0.010498721,0.0006086606,0.00022146247,0.0020291423,0.00062527385],"domain_scores_gemma":[0.9937562,0.002408158,0.0003767772,0.00037383699,0.0021641285,0.0009209068],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.15403983,0.00007700708,0.00034972897,0.0011645682,0.0026032936,0.00032580082,0.0006654818,0.00006387822,0.00011881295],"category_scores_gemma":[0.06359789,0.00005995517,0.00005930998,0.0031941442,0.002962884,0.0007872159,0.0006808713,0.00059696403,0.00003199488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014996568,0.00023839553,0.004603309,0.00052155845,0.0001209176,0.00026669237,0.66699576,0.0000034243121,0.0038150507,0.01220525,0.06554137,0.24553832],"study_design_scores_gemma":[0.00020122198,0.00019780244,0.002691993,0.0008543744,0.000026210646,0.000025575306,0.044909455,0.000032878608,0.00012653615,0.0039202687,0.9469324,0.00008132065],"about_ca_topic_score_codex":0.023563012,"about_ca_topic_score_gemma":0.020942599,"teacher_disagreement_score":0.881391,"about_ca_system_score_codex":0.00023030928,"about_ca_system_score_gemma":0.00210086,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4381995752","doi":"10.1177/16094069231184823","title":"The Case for Using an Intergenerational Multi-Methods Approach in Community-Based Research","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Participatory action research; Disadvantaged; Variety (cybernetics); Photovoice; Indigenous; Community-based participatory research; Leverage (statistics); Visual research; Qualitative research; Data collection; Action research; Citizen journalism; Entrepreneurship; Public relations; Sociology; Political science; Economic growth; Pedagogy; Social science; Computer science","score_opus":0.9919016385338978,"score_gpt":0.86919732397442,"score_spread":0.12270431455947783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381995752","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16041152,0.000091151036,0.83638334,0.0016173349,0.0008783629,0.00034142172,0.00002403759,0.000015872458,0.00023697721],"genre_scores_gemma":[0.10156822,0.000018977964,0.89757144,0.000109060355,0.00042080093,0.000091096575,0.000008986444,0.000022905882,0.00018848064],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7922981,0.20447154,0.0010392574,0.0002091227,0.0013576364,0.0006243458],"domain_scores_gemma":[0.9284076,0.06661051,0.0003984893,0.00022152129,0.0041032764,0.00025862636],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.40809765,0.00013527274,0.0003039061,0.0010962556,0.0016438698,0.00033574802,0.0014083489,0.00011892631,0.00002102554],"category_scores_gemma":[0.06403742,0.000105732805,0.00019780762,0.0012847693,0.0013736429,0.00054400414,0.00017158636,0.0012584397,0.0000019264087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012962833,0.0016372922,0.00040233124,0.000057004007,0.0004543931,0.00034324767,0.57806164,0.009809702,0.026233679,0.18932365,0.00077968836,0.1916011],"study_design_scores_gemma":[0.0020604203,0.00055029435,0.00032649218,0.00010333042,0.000020262762,0.00006599615,0.5451208,0.33002254,0.005881513,0.09180722,0.02376621,0.00027492593],"about_ca_topic_score_codex":0.0011690843,"about_ca_topic_score_gemma":0.0008597837,"teacher_disagreement_score":0.34406024,"about_ca_system_score_codex":0.0007672538,"about_ca_system_score_gemma":0.0013426587,"threshold_uncertainty_score":0.99965584},"labels":[],"label_agreement":null},{"id":"W4382118464","doi":"10.1007/978-981-99-2291-8_6","title":"Recovery","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Documentation; CLARITY; Event (particle physics); Reflection (computer programming); Psychology; Consciousness; Creativity; Social psychology; Computer science","score_opus":0.9517003683585721,"score_gpt":0.7752568115935136,"score_spread":0.17644355676505852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382118464","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047285354,0.0028047876,0.000004091239,0.017288558,0.0017986813,0.0008857538,0.000050439943,0.00005581335,0.97663903],"genre_scores_gemma":[0.0026888733,0.005037795,0.00053686777,0.00017221039,0.001797646,0.00073281245,0.000033434448,0.000088899535,0.98891145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918091,0.0015291754,0.00053299026,0.00076607004,0.004028263,0.0013343754],"domain_scores_gemma":[0.9685723,0.028483763,0.00010708724,0.0005317276,0.0019262979,0.00037881025],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.024934532,0.0002625082,0.00047597973,0.0015639605,0.0013127644,0.00010222624,0.00080166495,0.0003287416,0.003210878],"category_scores_gemma":[0.052341416,0.00027881665,0.00016710864,0.0006747487,0.004748356,0.00014102233,0.00037007435,0.0016119727,0.0046724067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007744235,0.00010118169,0.00043854758,0.00016183182,0.000119441414,0.000033089593,0.004690969,0.00003066522,0.0000064876413,0.8306241,0.15690605,0.006810194],"study_design_scores_gemma":[0.00012953849,0.00009530338,0.0005128411,0.0005740036,0.0000068031895,1.3350261e-7,0.0026278025,0.00001009324,0.000010331804,0.36037228,0.635417,0.00024389265],"about_ca_topic_score_codex":0.00063450215,"about_ca_topic_score_gemma":0.006299219,"teacher_disagreement_score":0.47851095,"about_ca_system_score_codex":0.003249918,"about_ca_system_score_gemma":0.0111617325,"threshold_uncertainty_score":0.99998736},"labels":[],"label_agreement":null},{"id":"W4382118522","doi":"10.1007/978-981-99-2291-8_1","title":"An Interview with Authors Tony Gee and Warren Linds","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Gee; Narrative; Indigenous; Sociology; Aesthetics; Media studies; Visual arts; Art; Literature; Computer science","score_opus":0.9392985553738469,"score_gpt":0.7665347131166195,"score_spread":0.1727638422572274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382118522","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010556527,0.01122637,0.000030396073,0.043275107,0.0015077189,0.002592157,0.0001095946,0.00013900499,0.93056315],"genre_scores_gemma":[0.056471538,0.0080919145,0.002140438,0.00035004702,0.0019896363,0.0015396591,0.00007985388,0.00018851903,0.9291484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925906,0.00212465,0.0004521154,0.0008500264,0.0029077374,0.0010748511],"domain_scores_gemma":[0.98809355,0.009085049,0.00010508281,0.0005179455,0.001606506,0.00059184595],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.023607284,0.00029775625,0.00051451655,0.0010812016,0.0011468959,0.00016198028,0.0007032983,0.00026621082,0.0009215937],"category_scores_gemma":[0.00979536,0.0002635238,0.00007022555,0.0005479693,0.0054030893,0.00019643434,0.00030545206,0.0014735544,0.0003002505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021574221,0.00032239387,0.00338376,0.0006946797,0.0003239899,0.000071071816,0.03751089,0.000028259568,0.000012348783,0.88124937,0.022331996,0.053855523],"study_design_scores_gemma":[0.0005489187,0.0010256581,0.006108474,0.0028995988,0.000042154734,0.0000013227234,0.020990646,0.00011946795,0.000026929376,0.15987939,0.8075719,0.0007855711],"about_ca_topic_score_codex":0.00043527494,"about_ca_topic_score_gemma":0.008617025,"teacher_disagreement_score":0.7852399,"about_ca_system_score_codex":0.0011958891,"about_ca_system_score_gemma":0.00592754,"threshold_uncertainty_score":0.9999917},"labels":[],"label_agreement":null},{"id":"W4382395105","doi":"10.1177/14733250231185961","title":"Arts-based research with immigrant and racialized older adults: A scoping review","year":2023,"lang":"en","type":"review","venue":"Qualitative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Sociology; The arts; Gender studies; Gerontology; Psychology; Political science; Medicine; Visual arts; Art","score_opus":0.9258133317648053,"score_gpt":0.7970408334346758,"score_spread":0.1287724983301295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382395105","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000138417045,0.9894271,0.0001581771,0.001329061,0.00012635169,0.0071468307,0.000056896064,0.00018516286,0.0015565708],"genre_scores_gemma":[0.000005386993,0.992739,0.0010062649,0.00014397646,0.000519136,0.0040159468,0.000040060793,0.00013084435,0.0013993795],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.94267505,0.05066795,0.0011217253,0.0010201024,0.0029190881,0.0015960863],"domain_scores_gemma":[0.97526973,0.022230772,0.00061306404,0.0003597344,0.0010014396,0.00052524754],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05837379,0.00053213513,0.0031346963,0.00047783574,0.0033409444,0.00027108632,0.00068128936,0.00050248177,0.00038799844],"category_scores_gemma":[0.022413155,0.0004255303,0.0004987048,0.0080749905,0.003598608,0.00017981678,0.00019327263,0.0015549518,0.00033529248],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001296123,0.000098809396,0.0000020999785,0.17089932,0.0002602842,0.00005090779,0.198217,1.4482419e-8,2.1827285e-8,0.007623684,0.003521672,0.6191966],"study_design_scores_gemma":[0.00034471916,0.00008567918,0.0000025430165,0.5585869,0.00022235932,1.3495303e-7,0.027393322,1.3945474e-7,8.402127e-8,0.0004339522,0.4124925,0.00043766355],"about_ca_topic_score_codex":0.00094393565,"about_ca_topic_score_gemma":0.0013694776,"teacher_disagreement_score":0.6187589,"about_ca_system_score_codex":0.0006935292,"about_ca_system_score_gemma":0.0056559327,"threshold_uncertainty_score":0.9999811},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaepi_broad"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4382811527","doi":"10.4000/vertigo.39576","title":"La transdisciplinarité à l’épreuve de l’engagement, réflexions à partir de l’application de la méthode photovoice","year":2023,"lang":"fr","type":"article","venue":"VertigO","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transdisciplinarity; Photovoice; Transformative learning; Sociology; Epistemology; Citizen journalism; Humanities; Engineering ethics; Philosophy; Social science; Pedagogy; Computer science; Engineering","score_opus":0.5319991483029539,"score_gpt":0.594618952120244,"score_spread":0.06261980381729004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382811527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8176994,0.0008019943,0.13907753,0.0062036854,0.00023628143,0.00065792055,0.00006636375,0.0003956119,0.034861244],"genre_scores_gemma":[0.9794908,0.0011368478,0.0118202735,0.00037666303,0.00034943674,0.0007103128,0.000010053962,0.00006371853,0.0060419072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9779817,0.018427882,0.00041605113,0.0005605205,0.00071621384,0.0018976385],"domain_scores_gemma":[0.9923842,0.006042238,0.00010646823,0.00047691588,0.00008966339,0.0009005102],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.023806807,0.00026429765,0.0002980648,0.00017797925,0.0013228431,0.0002615614,0.00074223586,0.0006935052,0.0003524366],"category_scores_gemma":[0.0038922618,0.00030879967,0.00021054126,0.0020828464,0.0020203772,0.00035126222,0.00020183358,0.0012930818,0.0007118661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014458751,0.0008122153,0.0448808,0.00030752443,0.00017432046,0.00019049154,0.18972166,0.001730234,0.13964006,0.58628464,0.008712201,0.027401287],"study_design_scores_gemma":[0.000789295,0.00016659251,0.06631583,0.00020754039,0.00023613064,0.000012401637,0.0127647035,0.056331247,0.032689545,0.18963581,0.640258,0.0005928878],"about_ca_topic_score_codex":0.0013550498,"about_ca_topic_score_gemma":0.0008168239,"teacher_disagreement_score":0.6315458,"about_ca_system_score_codex":0.0009688591,"about_ca_system_score_gemma":0.0016869281,"threshold_uncertainty_score":0.9999773},"labels":[],"label_agreement":null},{"id":"W4383767309","doi":"10.56687/9781447344520-019","title":"Using Photovoice as a participatory approach to promote youth health literacy","year":2019,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Health literacy; Photovoice; Health promotion; Public relations; Empowerment; Health education; Literacy; Social determinants of health; Psychology; Competence (human resources); Health care; Sociology; Political science; Social psychology; Pedagogy; Economic growth","score_opus":0.8125614712963212,"score_gpt":0.649251129207152,"score_spread":0.16331034208916917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383767309","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013693993,0.00042552067,0.0006977096,0.00011403747,0.00024247871,0.0032201952,0.00019695319,0.00021101939,0.9935227],"genre_scores_gemma":[0.017379353,0.00004975567,0.0073968964,0.002581121,0.0019648997,0.00021309366,0.000014177859,0.00024595018,0.97015476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99323183,0.0014310699,0.0007529192,0.0010171331,0.0017040712,0.001863002],"domain_scores_gemma":[0.9961303,0.00026565325,0.00047725608,0.0010591602,0.0003147024,0.0017529273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004343151,0.00056639913,0.00093727297,0.0005089162,0.0006782331,0.00038819766,0.0010249976,0.0004922594,0.000050752766],"category_scores_gemma":[0.0010665014,0.0005917891,0.00027145166,0.00006372161,0.00057005713,0.00019142202,0.00054431206,0.0009068351,0.0002313081],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109386136,0.00008927741,0.00000894859,0.00040160422,0.00015852574,0.000009679181,0.20903447,0.000027725788,0.00014153824,0.7642583,0.0005144832,0.025246037],"study_design_scores_gemma":[0.0003171964,0.00019223685,0.000007700793,0.00053747237,0.00007628473,0.0000023105156,0.0003091823,0.0004139013,0.00037238415,0.007668772,0.9893478,0.0007547301],"about_ca_topic_score_codex":0.045491382,"about_ca_topic_score_gemma":0.00020738754,"teacher_disagreement_score":0.98883337,"about_ca_system_score_codex":0.0011428447,"about_ca_system_score_gemma":0.006650244,"threshold_uncertainty_score":0.99965334},"labels":[],"label_agreement":null},{"id":"W4383893303","doi":"10.36510/learnland.v16i1.1096","title":"Meaning and Making: Laying the Groundwork for Community-Based Research-Creation","year":2023,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Realm; The arts; Meaning (existential); Sociology; Meaning-making; Engineering ethics; Public relations; Pedagogy; Visual arts; Psychology; Political science; Engineering; Art","score_opus":0.719524591161982,"score_gpt":0.6381405018264741,"score_spread":0.08138408933550789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383893303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96588045,0.00011793213,0.003744883,0.0054914053,0.000111616384,0.00058847666,0.0000018769741,0.00040434004,0.023659045],"genre_scores_gemma":[0.9972721,0.000027810676,0.0009935438,0.000090511196,0.00020020625,0.00013925333,0.00000933825,0.000018060986,0.0012491934],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910022,0.0075336196,0.00012392462,0.0001504976,0.00059286586,0.0005968705],"domain_scores_gemma":[0.9861982,0.013340716,0.00004982602,0.00015379304,0.00017019371,0.000087292836],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030348081,0.000070838614,0.00011232122,0.00017990197,0.006358069,0.0003646616,0.0003023019,0.00007319057,0.000025895231],"category_scores_gemma":[0.013690438,0.000054692577,0.000038778115,0.0009082171,0.0004106502,0.00012677207,0.00011975761,0.00080086535,0.000023659306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003482773,0.00009392234,0.39783517,0.00025610413,0.000097262615,0.000011951512,0.29153848,0.007245992,0.002661356,0.18178236,0.0057235225,0.11240559],"study_design_scores_gemma":[0.0006133643,0.00027832013,0.021281563,0.00022837734,0.000021264015,4.5472748e-7,0.12104084,0.038262907,0.00014061549,0.019647136,0.7982519,0.00023320923],"about_ca_topic_score_codex":0.0005058112,"about_ca_topic_score_gemma":0.00061694765,"teacher_disagreement_score":0.7925284,"about_ca_system_score_codex":0.000059611353,"about_ca_system_score_gemma":0.00013230392,"threshold_uncertainty_score":0.9984607},"labels":[],"label_agreement":null},{"id":"W4384154338","doi":"10.2307/jj.4845586","title":"Climate Justice and Participatory Research","year":2023,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate justice; Economic Justice; Citizen journalism; Participatory action research; Political science; Sociology; Environmental planning; Climate change; Environmental science; Oceanography; Anthropology; Geology; Law","score_opus":0.7745583539830759,"score_gpt":0.5867778781706379,"score_spread":0.18778047581243806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384154338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006528815,0.0002996115,0.00008117983,0.000021117648,0.00017057061,0.00052280794,0.00003932837,0.00012944569,0.99808306],"genre_scores_gemma":[0.00023302906,0.0012063067,0.00039894573,0.000013262787,0.00013711181,0.0000023960229,0.0000058545797,0.00003538474,0.9979677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941471,0.0028488673,0.00019676641,0.00045781967,0.0014391128,0.0009103336],"domain_scores_gemma":[0.9962598,0.002221664,0.00013389668,0.00039180648,0.00045778256,0.00053506717],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007702896,0.00016635859,0.0003972621,0.00031308585,0.0011389998,0.000047237903,0.0006760331,0.00045824275,0.00008227048],"category_scores_gemma":[0.0009312193,0.00021214684,0.00010060045,0.00005713998,0.003921121,0.000103661245,0.0008985688,0.0008710799,0.00006450024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002484994,0.00003687342,0.00002953266,0.0010623152,0.000118067575,0.00036720108,0.02586925,0.0000011373749,0.00008639473,0.9266347,0.024616167,0.020929845],"study_design_scores_gemma":[0.0002949278,0.00010057822,0.00016088867,0.0003158065,0.00025055918,3.116693e-7,0.0021864849,0.00015965881,0.00005339802,0.004748074,0.99149287,0.00023645636],"about_ca_topic_score_codex":0.0026648191,"about_ca_topic_score_gemma":0.0025768885,"teacher_disagreement_score":0.9668767,"about_ca_system_score_codex":0.0002786389,"about_ca_system_score_gemma":0.0013901964,"threshold_uncertainty_score":0.9987896},"labels":[],"label_agreement":null},{"id":"W4384433912","doi":"10.1353/ces.2023.a902153","title":"Impeded Sociability: Racial Consciousness and Racialized Immigrants' Sense of Sociable and Unsociable Places in Semi-rural Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Gender studies; Sociology; Ethnic group; Racism; Sense of place; Racialization; Photovoice; Race (biology); Geography; Anthropology","score_opus":0.4143291753015628,"score_gpt":0.5742318993750567,"score_spread":0.15990272407349387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384433912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846022,0.009671645,3.9338778e-7,0.0031702577,0.00027528874,0.00048386818,0.00008292312,0.000025228514,0.0016881886],"genre_scores_gemma":[0.9926571,0.004582914,0.000021123204,0.00024005414,0.00008227266,0.000085535234,0.000003818473,0.000017664017,0.0023094993],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962774,0.0013919486,0.00037949334,0.00032625996,0.000496307,0.001128623],"domain_scores_gemma":[0.99483675,0.004129378,0.00011239509,0.00014179107,0.00022491776,0.00055478344],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00447922,0.00018677097,0.0006476223,0.00023254506,0.0006922097,0.000021778313,0.00014714207,0.00016396605,0.000051738974],"category_scores_gemma":[0.009599999,0.00019823464,0.000044732857,0.0010939247,0.0018578693,0.00015684095,0.000105939645,0.00023718741,0.0000032869038],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001928263,0.00005034466,0.28329486,0.0005707162,0.0007559739,0.00024989364,0.6126305,0.00003215801,0.000781614,0.008773645,0.029499115,0.06316839],"study_design_scores_gemma":[0.0017258689,0.00005925605,0.4466366,0.00016379255,0.0000848467,0.0000013517516,0.5307632,0.00019530188,0.00031760285,0.007780441,0.011632324,0.00063940295],"about_ca_topic_score_codex":0.99772966,"about_ca_topic_score_gemma":0.99995005,"teacher_disagreement_score":0.16334175,"about_ca_system_score_codex":0.0010319306,"about_ca_system_score_gemma":0.0063817897,"threshold_uncertainty_score":0.9992511},"labels":[],"label_agreement":null},{"id":"W4384519525","doi":"10.1177/16094069231190564","title":"The case for and Against Doing Virtual Photovoice","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne","keywords":"Photovoice; Citizen journalism; Participatory action research; Sociology; Public relations; Action (physics); Computer science; Political science; World Wide Web; Economic growth","score_opus":0.928323759593624,"score_gpt":0.8072066953971334,"score_spread":0.1211170641964906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384519525","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41906986,0.00046075005,0.5642628,0.009700948,0.0025794213,0.00034327863,0.000036472633,0.000035001867,0.003511425],"genre_scores_gemma":[0.384912,0.0011094016,0.6093946,0.0005554362,0.0014914484,0.000077967234,0.000001955839,0.000033153367,0.0024240254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858745,0.012555145,0.00048356972,0.000120537115,0.0006680416,0.0002982537],"domain_scores_gemma":[0.95732766,0.04079134,0.00034295613,0.0000654954,0.001292582,0.00017995785],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.077491246,0.00008014892,0.00017114611,0.00021363872,0.0006375446,0.00020788178,0.00042523537,0.000045974713,0.000011295475],"category_scores_gemma":[0.04016327,0.00005707032,0.00012259957,0.00029842835,0.00065615133,0.0003134774,0.000088338275,0.00021998817,0.0000044168683],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029019933,0.000030654825,0.000059165006,0.000006745005,0.00032777156,0.0003918575,0.2179193,0.000028617726,0.007551567,0.18010104,0.0015265349,0.59176654],"study_design_scores_gemma":[0.0009536388,0.00030133897,0.00015551748,0.000064576365,0.000027426764,0.00007708127,0.35240582,0.002157978,0.0040611783,0.07773152,0.561897,0.00016695724],"about_ca_topic_score_codex":0.000100401434,"about_ca_topic_score_gemma":0.000092683185,"teacher_disagreement_score":0.5915996,"about_ca_system_score_codex":0.00014834732,"about_ca_system_score_gemma":0.00029967533,"threshold_uncertainty_score":0.96792185},"labels":[],"label_agreement":null},{"id":"W4384561093","doi":"10.1080/13569783.2023.2234313","title":"Representation, empathy, and their intersections","year":2023,"lang":"en","type":"article","venue":"Research in Drama Education The Journal of Applied Theatre and Performance","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Empathy; Merge (version control); Representation (politics); Theatre director; Theatre studies; Media studies; Sociology; Visual arts; Political theatre; Psychology; Political science; Art; Law; Social psychology; Drama; Computer science; Politics","score_opus":0.43837546540321726,"score_gpt":0.6048379708044753,"score_spread":0.16646250540125807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384561093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756842,0.00029933712,0.000017974295,0.0036120855,0.00014584823,0.00022105835,6.91167e-7,0.00000861215,0.020010144],"genre_scores_gemma":[0.9936109,0.0057100994,0.000050306808,0.000039022838,0.0002862602,0.000029268549,5.195469e-7,0.000006295055,0.00026730818],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9979241,0.00096480193,0.00023595458,0.00009452591,0.0004577946,0.0003228596],"domain_scores_gemma":[0.9977845,0.0016051051,0.000073905954,0.0001380313,0.00023776837,0.00016071073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014663526,0.00005692302,0.00011446977,0.00047821313,0.0007085162,0.000102892605,0.00024627865,0.000045098444,0.000027212813],"category_scores_gemma":[0.00025031395,0.000036898462,0.00001860132,0.0015102038,0.0005936537,0.00026034587,0.00007914025,0.00049325573,0.000014639911],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042295453,0.00016198492,0.027502336,0.00007212035,0.000035320587,0.0000014768952,0.2897155,0.00009911267,0.002030642,0.010657434,0.0046125944,0.6646885],"study_design_scores_gemma":[0.0004952104,0.00033497295,0.12374771,0.00021281735,0.000010158926,0.000021435844,0.7720721,0.0014422509,0.004069731,0.05471544,0.0427194,0.00015882608],"about_ca_topic_score_codex":0.0003246242,"about_ca_topic_score_gemma":0.00017751512,"teacher_disagreement_score":0.6645297,"about_ca_system_score_codex":0.00008991295,"about_ca_system_score_gemma":0.0007109949,"threshold_uncertainty_score":0.54494053},"labels":[],"label_agreement":null},{"id":"W4384693091","doi":"10.22215/etd/2023-15611","title":"The Body in the City: Understanding Sexual Harassment in Urban Outdoor Public Space","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Government of Ontario; Government of Canada","funders":"","keywords":"Harassment; Public space; Kinship; Solidarity; Space (punctuation); Gender studies; Perception; Political science; Consciousness; Sociology; Criminology; Social psychology; Psychology; Politics; Engineering; Law; Architectural engineering; Computer science","score_opus":0.7699907955258193,"score_gpt":0.6531409072997358,"score_spread":0.11684988822608344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384693091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69063616,0.0003169494,0.0003130982,0.026009953,0.0016469789,0.0023226908,0.000007830593,0.00017370285,0.27857268],"genre_scores_gemma":[0.9118913,0.00011247543,0.00003787595,0.0000913247,0.0001848341,0.0003114739,0.000027151582,0.00002639137,0.08731717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9928368,0.003907645,0.0003472766,0.000361871,0.0015994046,0.0009470186],"domain_scores_gemma":[0.9953858,0.003994921,0.000116176976,0.00030209517,0.00006610058,0.00013486492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019267075,0.0001708603,0.00022260429,0.0002892869,0.0008531575,0.00071614166,0.0009296577,0.00022695828,0.0001375701],"category_scores_gemma":[0.006387432,0.00010577347,0.000057277244,0.0014775712,0.00022934147,0.0001816797,0.000055005603,0.0007762342,0.000076226446],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007490529,0.00018731291,0.05336743,0.00005147805,0.00006132599,0.000052243366,0.19934429,0.0000018966145,0.00014229116,0.7202737,0.02171979,0.004723328],"study_design_scores_gemma":[0.00022913424,0.000055097626,0.06808246,0.00004791354,0.000009778656,6.13653e-8,0.88847315,0.0003134758,0.000026000804,0.0142653175,0.028273625,0.00022398501],"about_ca_topic_score_codex":0.008595855,"about_ca_topic_score_gemma":0.45085827,"teacher_disagreement_score":0.7060084,"about_ca_system_score_codex":0.0013793218,"about_ca_system_score_gemma":0.0015185849,"threshold_uncertainty_score":0.998006},"labels":[],"label_agreement":null},{"id":"W4385341401","doi":"10.1080/1472586x.2023.2230466","title":"Elaborated images as decolonial praxis","year":2023,"lang":"en","type":"article","venue":"Visual Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Praxis; Polyphony; Honour; Citizen journalism; Sociology; Meaning (existential); Perspective (graphical); Futures contract; Visual arts; Generative grammar; Aesthetics; Epistemology; Art; Computer science; History; Philosophy; Artificial intelligence; Pedagogy","score_opus":0.665018689435152,"score_gpt":0.7303810255996009,"score_spread":0.06536233616444898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385341401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827325,0.0007969163,0.000016843262,0.0033305443,0.0005899618,0.0003421346,0.000008818818,0.0005957497,0.011586573],"genre_scores_gemma":[0.9879017,0.0018088298,0.00025064425,0.0001743613,0.0004432506,0.00018674521,0.0000024837477,0.000021226178,0.009210765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965796,0.0013090539,0.00021427585,0.00030110247,0.0007896306,0.0008063298],"domain_scores_gemma":[0.99767864,0.0014558116,0.00006135561,0.000121122925,0.00046156137,0.00022149533],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004200752,0.00013281679,0.00026373682,0.00016652956,0.0012611094,0.00009788566,0.00024396005,0.000080776794,0.0002100075],"category_scores_gemma":[0.018728117,0.00011898517,0.000057941805,0.002161201,0.0009294429,0.00022949296,0.0002517399,0.00015849606,0.0028236404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004678812,0.0008130777,0.1114843,0.00019772496,0.0016341483,0.00082658237,0.2268439,0.000044420383,0.027519178,0.053008292,0.4550848,0.12207571],"study_design_scores_gemma":[0.0009869531,0.0010995186,0.106643334,0.00007826857,0.00007345119,8.335424e-7,0.10591384,0.00016727924,0.018623406,0.014776754,0.75084615,0.00079019135],"about_ca_topic_score_codex":0.0007697496,"about_ca_topic_score_gemma":0.0009859406,"teacher_disagreement_score":0.29576138,"about_ca_system_score_codex":0.00018561145,"about_ca_system_score_gemma":0.00040038722,"threshold_uncertainty_score":0.99795276},"labels":[],"label_agreement":null},{"id":"W4385341740","doi":"10.54656/jces.v16i1.551","title":"Learning from &lt;em&gt;The Lived Experiences of Aging Immigrants&lt;/em&gt;: Extending the Reach of Photovoice Using World Caf&amp;eacute; Methods","year":2023,"lang":"en","type":"article","venue":"Journal of Community Engagement and Scholarship","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université Laval; Carleton University; Université du Québec à Montréal; Simon Fraser University","funders":"","keywords":"Photovoice; Immigration; Outreach; Sociology; Inclusion (mineral); Stakeholder; Life course approach; Social exclusion; Public relations; Narrative; Gender studies; Political science; Psychology; Economic growth; Social psychology","score_opus":0.6839418243361263,"score_gpt":0.5839791741549981,"score_spread":0.09996265018112815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385341740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956366,0.0018231858,0.0012398981,0.00023002419,0.00025524347,0.00022988423,0.0000014442872,0.000025529851,0.00055822957],"genre_scores_gemma":[0.9897633,0.00073959836,0.0089970585,0.00006683624,0.00015666297,0.000011021825,0.0000014766648,0.000020083682,0.00024392041],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9441404,0.05272697,0.00091026904,0.00013689662,0.0015279453,0.00055755675],"domain_scores_gemma":[0.9824119,0.015427749,0.0009855668,0.00047158543,0.00048803774,0.00021512744],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11303296,0.00019698865,0.0005335937,0.0004637482,0.0038918057,0.00034337293,0.0015634301,0.00008962678,0.00013502117],"category_scores_gemma":[0.01733153,0.00013585671,0.00022297772,0.001542853,0.00078255683,0.00077782606,0.0005996627,0.0033072194,0.0000021615226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000983087,0.000117077216,0.018930344,0.00004293336,0.00023945956,0.00000764829,0.7943987,0.00016130637,0.16198617,0.0002476391,0.00008689464,0.023683479],"study_design_scores_gemma":[0.0005949357,0.0001961388,0.12602606,0.00056535646,0.00021161033,0.0000034976047,0.84252924,0.0006016389,0.016497461,0.002519594,0.010009351,0.00024514788],"about_ca_topic_score_codex":0.0013469645,"about_ca_topic_score_gemma":0.0016016181,"teacher_disagreement_score":0.14548872,"about_ca_system_score_codex":0.00012850438,"about_ca_system_score_gemma":0.00022898041,"threshold_uncertainty_score":0.9989922},"labels":[],"label_agreement":null},{"id":"W4385398340","doi":"10.18733/cpi29680","title":"Embodiment, Creativity, and Matter as Posthuman Agents in Research with Disabled Children","year":2023,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Posthuman; Creativity; Autonomy; Psychology; Developmental psychology; Cognitive science; Social psychology; Aesthetics; Art","score_opus":0.975390031341045,"score_gpt":0.7630091222724289,"score_spread":0.21238090906861606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385398340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797321,0.00008531049,0.0000010232812,0.0022922596,0.000027315808,0.00035623924,0.0000037440636,0.000044710498,0.017457278],"genre_scores_gemma":[0.9903256,0.0002897408,0.000033068925,0.00014437782,0.00015857712,0.00005539412,0.000009846075,0.0000075774046,0.008975799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965915,0.001611649,0.00013699628,0.00035579747,0.00064635416,0.00065772],"domain_scores_gemma":[0.9990063,0.00044351202,0.000022279664,0.0001033419,0.000079728925,0.00034487134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029492415,0.00011198805,0.00018446601,0.00010316471,0.00062624447,0.0002397682,0.00016920367,0.00009752975,0.0007544413],"category_scores_gemma":[0.00049580546,0.00006875256,0.000020726979,0.00058808556,0.0018674845,0.0003133425,0.00025778447,0.00033558492,0.0003172994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117820506,0.000102420476,0.9197193,0.00001797673,0.00002092082,0.000048363097,0.06253573,0.0000010780308,0.000542676,0.010344973,0.004502718,0.0020460312],"study_design_scores_gemma":[0.00042474477,0.00021564023,0.9718496,0.00004399328,0.0000057185307,0.000003854759,0.016204905,0.00001611461,0.00007788745,0.0050705173,0.005931258,0.00015574129],"about_ca_topic_score_codex":0.001839811,"about_ca_topic_score_gemma":0.00060008443,"teacher_disagreement_score":0.052130338,"about_ca_system_score_codex":0.000050136343,"about_ca_system_score_gemma":0.000052478823,"threshold_uncertainty_score":0.82606035},"labels":[],"label_agreement":null},{"id":"W4385399850","doi":"10.1177/13634615231187252","title":"Images that speak: A Portuguese Photovoice study on the psychosocial experience of a migrant population from Cape Verde after a first episode of psychosis","year":2023,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photovoice; Psychosocial; Qualitative research; Cape verde; Feeling; Mental health; Mental illness; Psychology; Portuguese; Population; Immigration; Psychiatry; Sociology; Social psychology; Geography; Ethnology; Anthropology","score_opus":0.2977866353248078,"score_gpt":0.5248977715264932,"score_spread":0.22711113620168538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385399850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933401,0.00023221565,0.000023938155,0.0034443773,0.0008859475,0.001171906,0.00012398421,0.00009072708,0.00068685296],"genre_scores_gemma":[0.99871504,0.000099585035,0.00028067894,0.00010076947,0.00023051456,0.0003908405,0.000009496582,0.000021929669,0.00015113312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959266,0.0011744681,0.0005107935,0.0004660486,0.0013873981,0.0005346915],"domain_scores_gemma":[0.998579,0.00046662882,0.00021170483,0.00045175833,0.000116801704,0.00017408392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001522351,0.00023583745,0.00038975498,0.00011464465,0.00040003387,0.000043118253,0.000634311,0.00012235907,0.00041336045],"category_scores_gemma":[0.00027042528,0.00015909623,0.00032013218,0.001098402,0.00048946217,0.00027282955,0.000025265452,0.00027009848,0.00004001993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007000063,0.0007518,0.75104487,0.00003561262,0.000111861635,0.0000038040243,0.24216567,0.0000067633623,0.0020878129,0.00022062857,0.0021390736,0.0007321146],"study_design_scores_gemma":[0.0006609587,0.00021367676,0.9415213,0.00011978076,0.00005813162,1.3042683e-7,0.05515958,0.000019586612,0.0005738588,0.00084276934,0.00063943956,0.00019078632],"about_ca_topic_score_codex":0.03976082,"about_ca_topic_score_gemma":0.062118962,"teacher_disagreement_score":0.19047645,"about_ca_system_score_codex":0.000052795604,"about_ca_system_score_gemma":0.000054769203,"threshold_uncertainty_score":0.9666335},"labels":[],"label_agreement":null},{"id":"W4385453261","doi":"10.1123/jpah.2023-0280","title":"Unmasking the Political Power of Physical Activity Research: Harnessing the “Apolitical-Ness” as a Catalyst for Addressing the Challenges of Our Time","year":2023,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Queen's University","funders":"","keywords":"Politics; Power (physics); Physical activity; Political science; Sociology; Public relations; Medicine; Physical medicine and rehabilitation; Law; Physics","score_opus":0.8328198443551375,"score_gpt":0.7005818727445522,"score_spread":0.13223797161058526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385453261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8823218,0.000103801984,0.00011421707,0.11614556,0.00006377592,0.00039235642,0.000015261883,0.000010190518,0.0008330881],"genre_scores_gemma":[0.99874103,0.00004774233,0.000023735294,0.00008077947,0.0010331142,0.000017716477,1.4953227e-7,0.000015670368,0.000040082454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99170166,0.005168991,0.0002718116,0.00020749244,0.0016204584,0.0010295584],"domain_scores_gemma":[0.9861706,0.012259585,0.00040503108,0.00027534002,0.00048668636,0.00040276683],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015926285,0.0001376825,0.00060922356,0.00012387951,0.0015736197,0.0001028844,0.0005425411,0.00007428121,0.00000251013],"category_scores_gemma":[0.005725162,0.00006899342,0.0002845001,0.00063085306,0.0018598808,0.00039857626,0.00022344838,0.001109742,0.000004167748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005100333,0.002021657,0.0001278125,0.0004461345,0.00017592308,0.000006879559,0.073815666,0.000019738633,0.024342129,0.8100638,0.00040933903,0.08806092],"study_design_scores_gemma":[0.0022505985,0.0061752964,0.19658178,0.0022027458,0.0002780679,0.00002580139,0.20871551,0.021828063,0.07925057,0.47769418,0.0043413765,0.00065600424],"about_ca_topic_score_codex":0.0014005478,"about_ca_topic_score_gemma":0.00011879525,"teacher_disagreement_score":0.3323696,"about_ca_system_score_codex":0.00019723267,"about_ca_system_score_gemma":0.0017038789,"threshold_uncertainty_score":0.9997262},"labels":[],"label_agreement":null},{"id":"W4385491044","doi":"10.7202/1102399ar","title":"Creative Process and Co-Research with the Early Years through Flight","year":2023,"lang":"en","type":"article","venue":"Performance Matters","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; MacEwan University","funders":"","keywords":"Agency (philosophy); Creativity; Process (computing); Psychology; Meaning (existential); Co-creation; Pedagogy; Sociology; Social psychology; Knowledge management; Computer science; Psychotherapist; Social science","score_opus":0.5405994944146939,"score_gpt":0.6404356575444978,"score_spread":0.09983616312980392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385491044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97922164,0.000022105396,0.000023562583,0.007668511,0.00004042049,0.0003419883,0.0000029430419,0.000075833836,0.012603015],"genre_scores_gemma":[0.995806,0.0001250676,0.000069747315,0.0003973058,0.00008422606,0.00017331887,0.0000010016759,0.000014580015,0.0033287508],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99741673,0.0006307911,0.00008310648,0.00020621649,0.000997757,0.0006654056],"domain_scores_gemma":[0.9991047,0.000472853,0.000028483368,0.0001567101,0.0001220459,0.00011523128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004143963,0.00007572884,0.000102226884,0.000094734954,0.0009777325,0.00016767457,0.00032459456,0.00003783957,0.00011507073],"category_scores_gemma":[0.00015635222,0.000049361504,0.000013956084,0.0010843659,0.001642187,0.00045397523,0.00006297464,0.00028938756,0.0004238832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027784146,0.000061855295,0.25225753,0.00017425106,0.00009296123,0.000044393637,0.666685,0.00008376827,0.00068828056,0.0022026214,0.057691567,0.019739944],"study_design_scores_gemma":[0.00049471547,0.00039736243,0.73985344,0.00011469189,0.000013196999,0.0000015868582,0.06072502,0.00062497455,0.0027996318,0.0005964289,0.19407997,0.00029899296],"about_ca_topic_score_codex":0.0006821023,"about_ca_topic_score_gemma":0.00011801812,"teacher_disagreement_score":0.60595995,"about_ca_system_score_codex":0.000059549984,"about_ca_system_score_gemma":0.00017759782,"threshold_uncertainty_score":0.7520026},"labels":[],"label_agreement":null},{"id":"W4385491081","doi":"10.7202/1102411ar","title":"New Directions in Site Performance Practice: Intersecting Methodologies in an Era of Climate Coloniality","year":2023,"lang":"en","type":"article","venue":"Performance Matters","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Indigenous; Accountability; Reciprocity (cultural anthropology); Field (mathematics); Sociology; Environmental ethics; Political science; Engineering ethics; Engineering; Social science; Ecology; Law","score_opus":0.5281052171024835,"score_gpt":0.6359046190917733,"score_spread":0.10779940198928983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385491081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99428964,0.000022501663,0.000086124885,0.0018301777,0.00033667285,0.00028553727,0.0000034829573,0.00012810889,0.003017772],"genre_scores_gemma":[0.9850254,0.0015279201,0.012985913,0.00021395284,0.000059925304,0.00007025293,0.0000027700607,0.0000144408705,0.00009941791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626064,0.0018445645,0.00042468202,0.00028226184,0.00043247367,0.0007553989],"domain_scores_gemma":[0.9980881,0.0013236683,0.00015211958,0.00022664027,0.000073212395,0.00013626681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011857441,0.00011822612,0.00026384654,0.000380086,0.00026623675,0.0000564744,0.0003065647,0.000086025626,0.00006681163],"category_scores_gemma":[0.0015681934,0.00012434604,0.00003884068,0.0019733876,0.0002433897,0.0014005207,0.00014847763,0.0004757728,0.00006873409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003006497,0.00006234872,0.77463526,0.00018041184,0.000011155117,0.000011373502,0.060889136,0.0013477609,0.0015111794,0.00014881325,0.00013575214,0.16076617],"study_design_scores_gemma":[0.0004554068,0.0001681927,0.9644454,0.00024101342,0.000010291025,0.0000014931884,0.020671897,0.0068754028,0.0022538821,0.00006615002,0.00459666,0.000214216],"about_ca_topic_score_codex":0.0034465783,"about_ca_topic_score_gemma":0.0039413734,"teacher_disagreement_score":0.18981016,"about_ca_system_score_codex":0.00028033895,"about_ca_system_score_gemma":0.00020309705,"threshold_uncertainty_score":0.52102184},"labels":[],"label_agreement":null},{"id":"W4385564004","doi":"10.1177/10497323231189388","title":"Participant-Generated Timelines: A Participatory Tool to Explore Young People With Chronic Pain and Parents’ Narratives of Their Healthcare Experiences","year":2023,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Timeline; Empowerment; Flexibility (engineering); Narrative; Health care; Participatory action research; Psychology; Citizen journalism; Chronic pain; Population; Applied psychology; Medicine; Sociology; Computer science; World Wide Web","score_opus":0.9130873754735345,"score_gpt":0.7316909174108632,"score_spread":0.18139645806267124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385564004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796,0.0012228105,0.0006604419,0.016069403,0.00009501823,0.002090882,0.000044225737,0.0001406049,0.00007660134],"genre_scores_gemma":[0.99336827,0.00033783025,0.0010180277,0.00020324193,0.00016665319,0.004541624,0.00001727478,0.00004239838,0.00030469178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93949616,0.05337341,0.0009457163,0.0008411965,0.0026479694,0.0026955474],"domain_scores_gemma":[0.9903484,0.0059809317,0.00021263077,0.000442644,0.00157318,0.0014421868],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07752516,0.00026489774,0.00074166246,0.0006471402,0.001977232,0.00012508841,0.0004939995,0.000121042234,0.00012548205],"category_scores_gemma":[0.011587762,0.0002086221,0.0000575017,0.0048132096,0.0021056582,0.00035458486,0.00022278496,0.0005795421,0.00006565493],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026224213,0.000108594875,0.009906968,0.00041000752,0.000044923137,0.0000052833916,0.97643334,0.000018307705,0.00050176814,0.0030068902,0.0013611951,0.007940459],"study_design_scores_gemma":[0.0003641713,0.0032409222,0.007870352,0.00034019747,0.0000022783859,2.6703106e-7,0.9829403,0.0006623913,0.00051475974,0.001132673,0.002701896,0.00022977116],"about_ca_topic_score_codex":0.007652579,"about_ca_topic_score_gemma":0.027483258,"teacher_disagreement_score":0.0659374,"about_ca_system_score_codex":0.0005450807,"about_ca_system_score_gemma":0.005428403,"threshold_uncertainty_score":0.99932206},"labels":[],"label_agreement":null},{"id":"W4385593014","doi":"10.59962/9780774880121-001","title":"Preface","year":2018,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Philosophy","score_opus":0.3041206690975863,"score_gpt":0.43211348198508703,"score_spread":0.12799281288750075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385593014","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022204565,0.0001634233,0.00008187445,0.0000070466244,0.0002247794,0.00050569745,0.00029717933,0.00010542985,0.9963941],"genre_scores_gemma":[0.0015865787,0.0002598623,0.0009213096,0.000014680951,0.00024045129,5.352258e-7,0.000004580199,0.000029292994,0.9969427],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776983,0.0003359485,0.00017378501,0.00042758737,0.0008625894,0.00043027784],"domain_scores_gemma":[0.998374,0.0001988128,0.00023185523,0.00035144057,0.0005039964,0.0003398882],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010846629,0.000105130865,0.00038862257,0.000044692744,0.0005435918,0.00017132383,0.000827558,0.0004921083,0.004838833],"category_scores_gemma":[0.00017234599,0.00028220355,0.00018782412,0.0000109697885,0.002855694,0.00011187151,0.0003721751,0.00035885422,0.000045303703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082802646,0.000077300334,0.00010072339,0.00024788646,0.00042681934,0.00066879136,0.0130508235,5.381753e-7,0.00005094889,0.02667067,0.83951515,0.119107544],"study_design_scores_gemma":[0.00025165832,0.00007976165,0.00012890395,0.00033742836,0.00007259109,0.000001755705,0.0003501156,0.0000036643762,0.0000044551275,0.0043484056,0.9941661,0.00025517688],"about_ca_topic_score_codex":0.35724962,"about_ca_topic_score_gemma":0.61280143,"teacher_disagreement_score":0.25555182,"about_ca_system_score_codex":0.00019690926,"about_ca_system_score_gemma":0.00061548926,"threshold_uncertainty_score":0.999963},"labels":[],"label_agreement":null},{"id":"W4385697064","doi":"10.3390/socsci12080448","title":"Teaching Qualitative Research in Psychology: A Look at the Portuguese Reality","year":2023,"lang":"en","type":"article","venue":"Social Sciences","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Portuguese; Qualitative research; Syllabus; Bachelor; Pedagogy; Higher education; Psychology; Mathematics education; Social science; Sociology; Political science","score_opus":0.9411686998798662,"score_gpt":0.8274419210583851,"score_spread":0.11372677882148108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385697064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68114656,0.00020138695,0.000014296585,0.07286953,0.00025520133,0.00043960722,0.000008891163,0.00011352023,0.24495102],"genre_scores_gemma":[0.99324274,0.00015481324,0.00011064363,0.00043771087,0.00042994626,0.00014823698,0.0000016750049,0.000008156327,0.005466085],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9659565,0.029292407,0.0002956946,0.00053186534,0.0024850927,0.0014384028],"domain_scores_gemma":[0.99367964,0.0057660467,0.000079328594,0.00018598617,0.00013432898,0.00015465559],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.17466232,0.00009178991,0.00018112399,0.00033415927,0.0061133476,0.00011357328,0.0011249722,0.00013152002,0.00018176848],"category_scores_gemma":[0.0099094035,0.00006652736,0.00007389248,0.004839107,0.010334477,0.00032623258,0.00040989168,0.0007475007,0.0004327528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003335812,0.00007769352,0.004638271,0.000007672155,0.000008612792,0.000024938457,0.71654373,0.0000023267282,0.00064293866,0.16557945,0.027433524,0.08500751],"study_design_scores_gemma":[0.00021090715,0.00011385785,0.06471535,0.000022079483,0.000002783979,2.8974824e-7,0.4900445,0.00008241986,0.000047518097,0.34894794,0.09561662,0.00019573625],"about_ca_topic_score_codex":0.026074702,"about_ca_topic_score_gemma":0.035192706,"teacher_disagreement_score":0.3120962,"about_ca_system_score_codex":0.00038571077,"about_ca_system_score_gemma":0.00083502295,"threshold_uncertainty_score":0.99843055},"labels":[],"label_agreement":null},{"id":"W4385706927","doi":"10.1017/s0147547923000091","title":"Putting a Human Face on It: Gender and Photographic Meaning in a Canadian Women's Coal Mine Campaign","year":2023,"lang":"en","type":"article","venue":"International Labor and Working-Class History","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Cambridge","keywords":"Context (archaeology); Gender studies; Settlement (finance); Meaning (existential); Government (linguistics); Political science; Sociology; History; Psychology; Archaeology","score_opus":0.31942656107001577,"score_gpt":0.4930448725751287,"score_spread":0.17361831150511292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385706927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377343,0.00019454464,0.000012737564,0.0011200256,0.00053830876,0.00016357175,0.000012381385,0.00006108494,0.060163062],"genre_scores_gemma":[0.9962967,0.00005634805,0.00009791967,0.0009109817,0.00014306276,0.000072255476,0.0000053205276,0.000015583495,0.0024018378],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980017,0.0003734975,0.00018669514,0.00030651447,0.0005281504,0.0006034577],"domain_scores_gemma":[0.9989852,0.0003881437,0.00005861029,0.00008306212,0.00006702868,0.00041799262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027478382,0.00011207379,0.0001419419,0.0007359324,0.00034663672,0.00006656785,0.00020476597,0.000089409405,0.0001782164],"category_scores_gemma":[0.000741532,0.00012624015,0.000025196445,0.00038030537,0.00032057113,0.00010498584,0.00005072782,0.00025859982,0.000013136882],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010041172,0.000119541335,0.47754166,0.000041297208,0.00013844865,0.000423438,0.22732171,0.00011468918,0.0027712085,0.27610642,0.007481423,0.007839771],"study_design_scores_gemma":[0.00053360825,0.00006512645,0.13150394,0.00012526296,0.000005420521,0.0000012062334,0.0101078935,0.0013030905,0.00001893759,0.005020648,0.8510575,0.0002573127],"about_ca_topic_score_codex":0.061535474,"about_ca_topic_score_gemma":0.30099913,"teacher_disagreement_score":0.84357613,"about_ca_system_score_codex":0.0018117789,"about_ca_system_score_gemma":0.0004738028,"threshold_uncertainty_score":0.94471383},"labels":[],"label_agreement":null},{"id":"W4385745246","doi":"10.59962/9780774820875-004","title":"Feminist Demands, Dilemmas, and Dreams in Introducing Participatory Action Research in a Canada-Vietnam Capacity-Building Project","year":2011,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Capacity building; Citizen journalism; Action (physics); Action research; Sociology; Participatory evaluation; Political science; Gender studies; Engineering ethics; Engineering; Social science; Pedagogy; Anthropology; Law","score_opus":0.5109630759174467,"score_gpt":0.45390607919923764,"score_spread":0.057056996718209074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385745246","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42135784,0.00029801656,0.00001250606,0.000015448819,0.00015618718,0.001363976,0.00015805192,0.00003228893,0.5766057],"genre_scores_gemma":[0.8656055,0.00058724143,0.0005053208,0.000011879845,0.000109202636,0.000012608218,0.000004019792,0.000042427266,0.1331218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955151,0.0015227958,0.0003618444,0.00069169817,0.0010650335,0.00084350625],"domain_scores_gemma":[0.9984137,0.0005350092,0.00020969614,0.0003080722,0.0002388506,0.0002946876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005368191,0.0001437312,0.000555992,0.00027171164,0.0005418993,0.00014152854,0.0005177877,0.00035127625,0.000100500736],"category_scores_gemma":[0.0003863527,0.00032161496,0.00006180733,0.00007529596,0.0016128536,0.0001493756,0.00041339934,0.0011642716,7.982534e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010142672,0.0005246074,0.124423414,0.0038365666,0.0006251697,0.0097231725,0.13892345,0.000024225617,0.0005475805,0.066536926,0.042501427,0.6113192],"study_design_scores_gemma":[0.0021374344,0.00029328387,0.020321378,0.0055501284,0.00012356926,0.000028047123,0.016902892,0.00019838745,0.00006449867,0.008591095,0.9444591,0.0013302312],"about_ca_topic_score_codex":0.9989637,"about_ca_topic_score_gemma":0.9998281,"teacher_disagreement_score":0.90195763,"about_ca_system_score_codex":0.001860134,"about_ca_system_score_gemma":0.0041809687,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W4385955026","doi":"10.32920/23978787.v1","title":"To See and Be Seen: A Toolkit for Facilitating Arts-Based Workshops with Refugee Youth","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Refugee; The arts; Citizen journalism; Participatory action research; Resource (disambiguation); Experiential learning; Best practice; Facilitation; Guideline; Action (physics); Pedagogy; Sociology; Medical education; Psychology; Political science; Visual arts; Computer science; Medicine; Art","score_opus":0.7765329042946024,"score_gpt":0.6532286987960605,"score_spread":0.12330420549854193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385955026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7641176,0.000059294325,0.2103751,0.010139143,0.00038065447,0.004342382,0.0005269834,0.0007169695,0.009341874],"genre_scores_gemma":[0.6883991,0.000011150754,0.28277406,0.0012155101,0.00041817117,0.0021974263,0.000061813196,0.000106080275,0.024816731],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99603343,0.0008831731,0.0003309413,0.00084227155,0.0009989176,0.0009112465],"domain_scores_gemma":[0.99491274,0.003563763,0.00010469394,0.00044718126,0.00033102784,0.0006406123],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008759259,0.00026785088,0.00044674973,0.0002097835,0.00055452844,0.00039558767,0.00044850825,0.00028938803,0.00007994849],"category_scores_gemma":[0.010791475,0.00022875877,0.000101644655,0.00045395666,0.0003883289,0.00010092702,0.0004654378,0.0004943292,0.00003006125],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034636746,0.0005478865,0.039716635,0.003310758,0.0009912347,0.00010712685,0.624918,0.017659545,0.00079066976,0.052836467,0.018098995,0.23755902],"study_design_scores_gemma":[0.005093985,0.0032284304,0.017238168,0.0041112206,0.0006357431,7.664714e-7,0.5012126,0.029268455,0.002590241,0.026645865,0.4039701,0.0060044215],"about_ca_topic_score_codex":0.0020749518,"about_ca_topic_score_gemma":0.010172511,"teacher_disagreement_score":0.3858711,"about_ca_system_score_codex":0.00023763596,"about_ca_system_score_gemma":0.0012954747,"threshold_uncertainty_score":0.99754107},"labels":[],"label_agreement":null},{"id":"W4386058475","doi":"10.2139/ssrn.4546995","title":"A New Video Series on Visual Research Methods at INFIDEOS","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Series (stratigraphy); Computer science; Computer graphics (images); Geology","score_opus":0.5724063089919211,"score_gpt":0.7085146052478611,"score_spread":0.13610829625594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386058475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88297874,0.0026737433,0.024690209,0.029701391,0.0016781868,0.0013146305,0.000004849615,0.0007750969,0.05618317],"genre_scores_gemma":[0.6360381,0.01586427,0.008603882,0.00031897883,0.0048461375,0.00012776016,0.0000050657923,0.00017011812,0.33402568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9780854,0.011288514,0.0004113077,0.00042728864,0.0024566466,0.007330817],"domain_scores_gemma":[0.9954453,0.0029496555,0.00011576703,0.00028977825,0.0003685497,0.0008309089],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08986232,0.00019066046,0.0003043152,0.00077930535,0.002777457,0.0002901854,0.00085721223,0.00020156492,0.0006797358],"category_scores_gemma":[0.01389246,0.0001737872,0.00017668554,0.0028708677,0.00053668517,0.0005270312,0.0003090256,0.004149176,0.0016694645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00052870816,0.000070536946,0.0015371195,0.000007979409,0.00016327211,0.000044404595,0.008490856,0.000028004679,0.007824905,0.6754274,0.0127812745,0.29309553],"study_design_scores_gemma":[0.0005578846,0.0014675626,0.0014396344,0.000039637434,0.000014567486,0.0000391064,0.018075818,0.00009222475,0.0040147277,0.6318575,0.34212148,0.0002798287],"about_ca_topic_score_codex":0.0014295698,"about_ca_topic_score_gemma":0.010838413,"teacher_disagreement_score":0.3293402,"about_ca_system_score_codex":0.0046997587,"about_ca_system_score_gemma":0.015721684,"threshold_uncertainty_score":0.999121},"labels":[],"label_agreement":null},{"id":"W4386102386","doi":"10.1136/bmjopen-2022-069680","title":"Employing diffusion of innovation theory for ‘not missing the mass’ in community-engaged research","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Community engagement; Public relations; Participatory action research; Citizen journalism; Relevance (law); Immigration; Community-based participatory research; Sociology; Perspective (graphical); Ethnic group; Community organization; Medicine; Engineering ethics; Political science; Computer science","score_opus":0.9788514847307637,"score_gpt":0.816407874745728,"score_spread":0.1624436099850357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386102386","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039245384,0.74941856,0.0036070237,0.003578815,0.0012216304,0.18990174,0.00024110152,0.00024964148,0.047856934],"genre_scores_gemma":[0.00085968524,0.96966827,0.0033493307,0.00012123681,0.000401019,0.018109871,0.000080909434,0.00017238136,0.0072372993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.6811485,0.31479973,0.0013430329,0.00032412464,0.0015428863,0.00084169704],"domain_scores_gemma":[0.89159995,0.10645872,0.00047744822,0.0008059524,0.0005833829,0.00007454351],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5570945,0.00016027185,0.0009564692,0.0006820976,0.0058251778,0.00037549305,0.0030460365,0.0002691087,0.000041375588],"category_scores_gemma":[0.29065013,0.000112623,0.000118263975,0.004805067,0.00071761606,0.00022561738,0.0015013845,0.005049787,0.00002617677],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084663545,0.000072693314,0.000025979205,0.0075339926,0.000041000516,0.0000027785857,0.037942193,3.0247816e-7,0.0000563473,0.03338177,0.0005891899,0.9202691],"study_design_scores_gemma":[0.0003057467,0.000099548415,0.00009449163,0.02578373,0.00004673582,2.5081872e-7,0.043187074,0.000027820211,0.000023456472,0.053330243,0.87685984,0.00024102954],"about_ca_topic_score_codex":0.0031026427,"about_ca_topic_score_gemma":0.0013391105,"teacher_disagreement_score":0.92002803,"about_ca_system_score_codex":0.00040452142,"about_ca_system_score_gemma":0.0033624303,"threshold_uncertainty_score":0.9972456},"labels":[],"label_agreement":null},{"id":"W4386151837","doi":"10.1002/gps.5985","title":"Participatory action research: An exploration from a Freirean perspective of research involving people with dementia","year":2023,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Victoria; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Participatory action research; Perspective (graphical); Dementia; Action (physics); Citizen journalism; Sociology; Gerontology; Psychology; Action research; Medicine; Psychotherapist; Political science; Pedagogy; Disease; Anthropology","score_opus":0.7860962141843332,"score_gpt":0.6809449834989981,"score_spread":0.10515123068533505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386151837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899417,0.0005802132,0.0011994472,0.004443696,0.0021356686,0.00024109543,0.000016477647,0.000040157538,0.0014015159],"genre_scores_gemma":[0.99351263,0.0006619563,0.0030467683,0.000018257131,0.0026225192,0.000029728622,0.0000061460923,0.000023610075,0.00007840244],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98899156,0.005025317,0.00061298703,0.00029104497,0.004500506,0.00057860464],"domain_scores_gemma":[0.99206275,0.0014133083,0.0004373619,0.00023570935,0.0054949042,0.0003559744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020562476,0.00010862579,0.00023953049,0.0018019414,0.0005196609,0.00019996017,0.00095892994,0.000115557516,0.00024369833],"category_scores_gemma":[0.0033215303,0.00009882855,0.000103469596,0.002542923,0.0005076711,0.0019396427,0.00013420652,0.00077622227,0.000041448777],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050383103,0.0025768445,0.46816754,0.000077041186,0.0021071113,0.00017444916,0.28992823,0.0009943926,0.019177174,0.18366309,0.017765636,0.01033016],"study_design_scores_gemma":[0.0020683305,0.0017375236,0.20277043,0.00039368658,0.00010117207,0.000006680521,0.5303782,0.0010623795,0.0019399433,0.25537783,0.0038456887,0.00031814913],"about_ca_topic_score_codex":0.00678636,"about_ca_topic_score_gemma":0.010800426,"teacher_disagreement_score":0.26539713,"about_ca_system_score_codex":0.00062224636,"about_ca_system_score_gemma":0.0027074816,"threshold_uncertainty_score":0.99982756},"labels":[],"label_agreement":null},{"id":"W4386154514","doi":"10.18432/ari29644","title":"Engaging Resistance","year":2023,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Phenomenology (philosophy); Sociology; Qualitative research; Poetry; Epistemology; Psychology; Aesthetics; Linguistics; Social science; Art; Philosophy","score_opus":0.8174628189067087,"score_gpt":0.7314880973371186,"score_spread":0.08597472156959007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386154514","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4189634,0.00023870592,0.002548753,0.0933763,0.0019463646,0.00047096703,0.00003184213,0.00032664248,0.48209703],"genre_scores_gemma":[0.90971535,0.00095268065,0.0015133541,0.00007875298,0.0018855185,0.00008067976,0.000010681632,0.00003585787,0.08572713],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98984,0.0038370145,0.00044048787,0.00036407838,0.004078595,0.0014398418],"domain_scores_gemma":[0.9956857,0.0022174874,0.000071836155,0.00021966342,0.0010118589,0.00079347147],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.032771133,0.0001353577,0.00017922572,0.0011215725,0.0037241618,0.00060891925,0.001489854,0.000096627155,0.002369479],"category_scores_gemma":[0.0036789349,0.00013098486,0.00017389278,0.0018515323,0.0010708752,0.0010099686,0.00023081272,0.0016613147,0.0025082675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087354565,0.00056145946,0.006594604,0.000049544004,0.00035298953,0.003020427,0.27229163,0.00036168692,0.008237756,0.20061219,0.48429102,0.022753172],"study_design_scores_gemma":[0.0007365708,0.000104639024,0.010897622,0.0001569504,0.000006411941,0.000025603755,0.040337395,0.0012953571,0.0003521638,0.11574434,0.8300935,0.0002494253],"about_ca_topic_score_codex":0.000017954806,"about_ca_topic_score_gemma":0.0006186498,"teacher_disagreement_score":0.49075192,"about_ca_system_score_codex":0.00053936243,"about_ca_system_score_gemma":0.0009852508,"threshold_uncertainty_score":0.9985425},"labels":[],"label_agreement":null},{"id":"W4386198354","doi":"10.1177/16094069231190557","title":"The Use of Graphic Facilitation to Support Adherence to OCAP® Principles in Research With Indigenous Communities","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Facilitation; Creativity; Modalities; Traditional knowledge; Narrative; Psychology; Sociology; Social psychology; Social science","score_opus":0.9900018402412585,"score_gpt":0.8297219963248692,"score_spread":0.16027984391638928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386198354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570696,0.000040189057,0.039571278,0.0021757437,0.00027724088,0.00044064163,0.000031480296,0.00001097378,0.00038288304],"genre_scores_gemma":[0.8270004,0.00015835525,0.17167872,0.00010143029,0.00007207602,0.000089506844,0.0000021854762,0.000014001217,0.0008833205],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9515271,0.043891545,0.00092646683,0.00014661004,0.0029635825,0.00054468506],"domain_scores_gemma":[0.952371,0.042643417,0.00031461613,0.00018870147,0.0042340993,0.00024813897],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.109406434,0.00009920154,0.00027079487,0.0014545217,0.00037121048,0.00017975204,0.0012079929,0.000052294898,0.000036278245],"category_scores_gemma":[0.04929236,0.00007035757,0.00007740458,0.0022347989,0.0010124925,0.0004676188,0.00020978901,0.0005335482,0.000019083041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007189525,0.000083891675,0.005513794,0.000010635515,0.00011650629,0.000026278945,0.8916226,0.0009513911,0.0018402113,0.028872829,0.0002592814,0.069983624],"study_design_scores_gemma":[0.0004341,0.0040620607,0.035723347,0.0003947637,0.00000825947,0.00000393161,0.8740525,0.000118330034,0.00306235,0.022540973,0.059415217,0.00018416131],"about_ca_topic_score_codex":0.0038960376,"about_ca_topic_score_gemma":0.009729421,"teacher_disagreement_score":0.13210745,"about_ca_system_score_codex":0.00034269298,"about_ca_system_score_gemma":0.0010852913,"threshold_uncertainty_score":0.95871586},"labels":[],"label_agreement":null},{"id":"W4386268152","doi":"10.1080/26892618.2023.2245814","title":"Healthy Housing in Richardsville: A Photovoice Project on Community Livability for Aging Adults","year":2023,"lang":"en","type":"article","venue":"Journal of Aging and Environment","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Aging in place; Renting; Atlanta; Subsidized housing; Photovoice; Apartment; Walkability; Gerontology; Gentrification; Unit (ring theory); Liberian dollar; Quarter (Canadian coin); Sociology; Psychology; Public housing; Economic growth; Business; Metropolitan area; Built environment; Geography; Political science; Medicine; Economics; Finance; Engineering","score_opus":0.5162586123588536,"score_gpt":0.5900613569504773,"score_spread":0.07380274459162373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386268152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973072,0.00011130992,0.00023743368,0.0018040315,0.00008018596,0.00027275595,0.0000026252487,0.000012613394,0.00017183516],"genre_scores_gemma":[0.99761933,0.0007806029,0.0013128475,0.00013700777,0.000095605355,0.000016169297,4.0303922e-7,0.000008248861,0.000029756935],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9970882,0.0017345042,0.00028760158,0.000103650775,0.00043464676,0.00035140247],"domain_scores_gemma":[0.9981651,0.001413113,0.00015118206,0.000111537884,0.000020147383,0.00013893702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013271458,0.000073025825,0.00018718398,0.00018395805,0.00051787973,0.000037482678,0.00013701491,0.000037915124,0.0000056351378],"category_scores_gemma":[0.0012251402,0.00006465909,0.000050391158,0.00020376197,0.00015091123,0.00011976575,0.000060086666,0.0004154361,0.0000024181468],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013896198,0.0016391492,0.37720352,0.0007728025,0.00010157559,0.00007554894,0.3911949,0.005262116,0.0021743255,0.00025526335,0.0012527542,0.21867841],"study_design_scores_gemma":[0.005060248,0.0033743563,0.7775107,0.0016224656,0.000049718572,0.00000645402,0.1354558,0.008000627,0.0014098797,0.0035674674,0.06336498,0.00057729724],"about_ca_topic_score_codex":0.0017796019,"about_ca_topic_score_gemma":0.000382555,"teacher_disagreement_score":0.40030718,"about_ca_system_score_codex":0.00043574997,"about_ca_system_score_gemma":0.00012670046,"threshold_uncertainty_score":0.45996493},"labels":[],"label_agreement":null},{"id":"W4386326938","doi":"10.18778/1733-8069.19.3.11","title":"Storytelling and the Healing Power of Photography: Rita Leistner’s My Space Project","year":2023,"lang":"en","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Storytelling; Narrative; Space (punctuation); Photography; Visual arts; Power (physics); Downtown; Sociology; Prism; Art; Aesthetics; History; Literature; Computer science","score_opus":0.5170017435851747,"score_gpt":0.6034046834733569,"score_spread":0.08640293988818215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386326938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97531754,0.0015930015,0.000903471,0.0043492806,0.00047466138,0.0014442612,0.000016825388,0.0003839192,0.015517037],"genre_scores_gemma":[0.99565065,0.001217727,0.0016781319,0.00014406673,0.0001364846,0.00016004269,0.0000025714053,0.000028082524,0.0009822262],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99385154,0.0034181378,0.00040746538,0.00045266026,0.0009072297,0.0009629494],"domain_scores_gemma":[0.99561375,0.0033629225,0.00020805055,0.00041056424,0.00020817964,0.00019651942],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014651846,0.00020246777,0.00046590975,0.00031131713,0.0010497619,0.00010160987,0.00059730245,0.00020015005,0.000082858096],"category_scores_gemma":[0.0053205257,0.00014963838,0.00019493653,0.0015418925,0.0036203142,0.00019956246,0.00025195032,0.00047365075,0.000036670957],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014242353,0.0004263543,0.09300535,0.00036561096,0.0005988271,0.000104252584,0.48566097,0.00027577148,0.008299941,0.38330624,0.013838992,0.012693459],"study_design_scores_gemma":[0.008978274,0.0010993541,0.043011643,0.0004858756,0.00034874445,0.000010463297,0.3664365,0.008832061,0.009711134,0.07750285,0.4812519,0.0023312147],"about_ca_topic_score_codex":0.0036359536,"about_ca_topic_score_gemma":0.0007673854,"teacher_disagreement_score":0.4674129,"about_ca_system_score_codex":0.00008055751,"about_ca_system_score_gemma":0.00047764232,"threshold_uncertainty_score":0.99909127},"labels":[],"label_agreement":null},{"id":"W4386332640","doi":"10.3390/socsci12090488","title":"“It Really Put a Change on Me”: Visualizing (Dis)connections within a Photovoice Project in Peterborough/Nogojiwanong, Ontario","year":2023,"lang":"en","type":"article","venue":"Social Sciences","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"Mitacs; Trent University","keywords":"Photovoice; Storytelling; Participatory action research; Sociology; Photo elicitation; Citizen journalism; Feeling; The arts; Downtown; Focus group; Public relations; Pedagogy; Psychology; Visual arts; Narrative; Social psychology; Political science; Medicine","score_opus":0.8068234532027365,"score_gpt":0.6690027196690812,"score_spread":0.13782073353365532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386332640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85561115,0.000015770484,0.000014402969,0.005266409,0.0007439044,0.0010393813,0.000010086067,0.00029222938,0.1370067],"genre_scores_gemma":[0.99394256,0.000032449232,0.00040509502,0.0008906136,0.0006767252,0.00059707795,0.0000029546209,0.00001933349,0.00343317],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99349403,0.0021817547,0.00040526077,0.00071623526,0.0018321683,0.0013705579],"domain_scores_gemma":[0.99844235,0.0009260111,0.000170045,0.00014798423,0.00011856829,0.00019505843],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014483041,0.00020670264,0.00031838435,0.00064321293,0.0033309895,0.00041542726,0.0008036474,0.00018107082,0.00020134731],"category_scores_gemma":[0.0032226166,0.00019614639,0.00013040706,0.005527091,0.0015937402,0.000866361,0.00017982257,0.00047282467,0.0001967],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006700872,0.00022368059,0.024342902,0.000021240507,0.000022650756,0.000061495455,0.9023786,0.000015337135,0.0013609602,0.064616546,0.0027306068,0.0041589243],"study_design_scores_gemma":[0.0016362307,0.0018777356,0.20319228,0.00051169354,0.000055276945,0.000003305588,0.45621026,0.0021366444,0.0013893974,0.024494933,0.3066158,0.0018764334],"about_ca_topic_score_codex":0.33430594,"about_ca_topic_score_gemma":0.8432596,"teacher_disagreement_score":0.50895363,"about_ca_system_score_codex":0.0010116692,"about_ca_system_score_gemma":0.0028824816,"threshold_uncertainty_score":0.9979665},"labels":[],"label_agreement":null},{"id":"W4386346051","doi":"10.4324/9781003254829-39","title":"Epistemology and methodology of participatory research with older adults","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Université de Moncton","funders":"","keywords":"Citizen journalism; Participatory action research; Sociology; Psychology; Computer science; Anthropology; World Wide Web","score_opus":0.959426924541801,"score_gpt":0.7490145102802274,"score_spread":0.21041241426157364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386346051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98099047,0.00048538522,0.0042791627,0.0024988614,0.00038616665,0.0013528041,0.000016092714,0.00016211308,0.009828928],"genre_scores_gemma":[0.9663211,0.00034667682,0.027541885,0.000044302626,0.00018481484,0.0005821417,0.0000036935332,0.000049028615,0.004926338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9664691,0.029433064,0.0005170722,0.00088050007,0.0014189595,0.0012813],"domain_scores_gemma":[0.9853894,0.012373253,0.00017754696,0.00064328715,0.0009257094,0.0004907776],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05110958,0.00019747434,0.000729492,0.0005355789,0.00035224215,0.000047726524,0.0006655674,0.00064740743,0.00032564232],"category_scores_gemma":[0.014879382,0.00016280668,0.00007003338,0.00062872807,0.005233068,0.000065185384,0.0014868915,0.0013420105,0.000051382616],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021571105,0.000715915,0.22981569,0.0037910696,0.0008650194,0.0004352728,0.26876235,0.000086383945,0.0008743019,0.4396708,0.0070645283,0.04576154],"study_design_scores_gemma":[0.0033664347,0.002575709,0.58894366,0.0029512097,0.00027450558,0.000010222348,0.1521238,0.0016128541,0.010661057,0.21977097,0.015746338,0.0019632194],"about_ca_topic_score_codex":0.021641497,"about_ca_topic_score_gemma":0.013803671,"teacher_disagreement_score":0.359128,"about_ca_system_score_codex":0.00014445269,"about_ca_system_score_gemma":0.0020594639,"threshold_uncertainty_score":0.99747413},"labels":[],"label_agreement":null},{"id":"W4386549146","doi":"10.1177/16094069231199910","title":"“I’m New to This”: Navigating Digitally Mediated Photovoice Methods to Enhance Research With Older Adults","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Distancing; Photo elicitation; Agency (philosophy); Participatory action research; Qualitative research; Participant observation; Session (web analytics); Citizen journalism; Exhibition; Medical education; Psychology; Sociology; Coronavirus disease 2019 (COVID-19); Medicine; Computer science; Knowledge management; World Wide Web; Visual arts","score_opus":0.894778423348205,"score_gpt":0.8237725413795757,"score_spread":0.07100588196862934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386549146","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120100364,0.00016892423,0.85590917,0.0137491645,0.0011369201,0.000740161,0.000029502875,0.00008984579,0.008075957],"genre_scores_gemma":[0.044304304,0.000038792998,0.9513222,0.00064093893,0.0007933527,0.0000771386,0.00000438301,0.000049885573,0.0027690278],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9462804,0.045966346,0.0011905149,0.0005554192,0.004907447,0.0010998278],"domain_scores_gemma":[0.9502391,0.041458562,0.0004898155,0.00026076206,0.0061177844,0.0014339482],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13532178,0.00023823614,0.00053860334,0.001056208,0.00039135004,0.00038373654,0.0018563202,0.00012681825,0.0005111084],"category_scores_gemma":[0.12021242,0.00019798371,0.00015470196,0.0037388906,0.00043517706,0.00081515015,0.00039465292,0.0012147513,0.0003147574],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010091519,0.00008844575,0.0001365875,0.000013482643,0.00028546253,0.00011289145,0.47361353,0.000076056545,0.025191477,0.003797507,0.004336136,0.49133927],"study_design_scores_gemma":[0.00177614,0.0025157335,0.0031254434,0.003028974,0.00004408561,0.000024542276,0.37023145,0.00040106763,0.22496346,0.030402822,0.36251095,0.00097532844],"about_ca_topic_score_codex":0.0020152552,"about_ca_topic_score_gemma":0.0003054045,"teacher_disagreement_score":0.49036393,"about_ca_system_score_codex":0.0007287768,"about_ca_system_score_gemma":0.002003646,"threshold_uncertainty_score":0.89036816},"labels":[],"label_agreement":null},{"id":"W4386562572","doi":"10.1080/14927713.2023.2252820","title":"Art as counternarratives: a/r/tographic understandings of black youth’s conceptualizations of nature","year":2023,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Psychology; Epistemology; Gender studies; Philosophy","score_opus":0.3937401256191185,"score_gpt":0.5656689373127951,"score_spread":0.17192881169367663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386562572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9557665,0.00013788392,0.0011473247,0.00062627165,0.00027881836,0.0004491054,0.00011732074,0.00014462585,0.04133215],"genre_scores_gemma":[0.9958858,0.00023181053,0.00011084172,0.000060179602,0.000079318444,0.000014721645,0.000021002124,0.000021720678,0.003574619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9966503,0.0009772013,0.0003957218,0.00028588605,0.0011987495,0.0004921562],"domain_scores_gemma":[0.9981132,0.00074377004,0.00023742054,0.00027914022,0.00041835997,0.00020808556],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028428084,0.00014186394,0.00035805744,0.00033188896,0.00024149547,0.000041747837,0.00046691785,0.0002685595,0.00035582224],"category_scores_gemma":[0.002111591,0.00013812506,0.0001490311,0.0023815313,0.0027825928,0.00025138157,0.000079262034,0.00033069635,0.00009145139],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007546311,0.00014885023,0.06966606,0.00011051424,0.00016735563,0.00000983139,0.18012951,0.000107463864,0.00629955,0.7372293,0.0059542456,0.000101862934],"study_design_scores_gemma":[0.002295395,0.00094845204,0.046329368,0.00084301474,0.00019551178,0.0000012048249,0.6978695,0.00094791147,0.030916004,0.08113155,0.13748616,0.0010359398],"about_ca_topic_score_codex":0.00034686545,"about_ca_topic_score_gemma":0.00048140815,"teacher_disagreement_score":0.65609777,"about_ca_system_score_codex":0.00009189748,"about_ca_system_score_gemma":0.00046766293,"threshold_uncertainty_score":0.9999313},"labels":[],"label_agreement":null},{"id":"W4387057750","doi":"10.1177/00380261231177585","title":"Doing youth participatory action research (YPAR) with Bourdieu: An invitation to reflexive (participatory) sociology","year":2023,"lang":"en","type":"article","venue":"The Sociological Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"University of Central Lancashire","keywords":"Reflexivity; Sociology; Participatory action research; Citizen journalism; Redress; Ambivalence; Action (physics); Epistemology; Social science; Social psychology; Anthropology; Political science; Psychology; Law","score_opus":0.9534992348440993,"score_gpt":0.766279346188072,"score_spread":0.18721988865602723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387057750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96623206,0.0040458958,0.00050714664,0.022584371,0.00019827312,0.0021880649,0.000012159195,0.00048547186,0.0037465612],"genre_scores_gemma":[0.9834053,0.0096442,0.0006660629,0.004091798,0.0005307142,0.0012631298,0.000016867938,0.000034529465,0.00034740614],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9645481,0.031020258,0.0005366858,0.00067747413,0.0013913836,0.0018261027],"domain_scores_gemma":[0.9934759,0.0044291755,0.00016745916,0.00062719756,0.00051844603,0.00078182865],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.056063186,0.00023112872,0.0005860972,0.00014730069,0.0024672213,0.000082257895,0.00087983825,0.00027964613,0.00033643175],"category_scores_gemma":[0.014172136,0.00014036256,0.0001465016,0.0017282768,0.003594327,0.00030860706,0.00026668952,0.0011102706,0.0017287194],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008856358,0.00070593075,0.0094321845,0.001299122,0.00038247355,0.00012240556,0.6043595,0.00031362075,0.005658754,0.20117486,0.03702099,0.13864453],"study_design_scores_gemma":[0.0010461031,0.0058606663,0.051529575,0.0028654977,0.0005191684,0.0000029220284,0.27848285,0.00028493296,0.00061740994,0.079298526,0.5777854,0.001706986],"about_ca_topic_score_codex":0.0002647379,"about_ca_topic_score_gemma":0.00027680403,"teacher_disagreement_score":0.5407644,"about_ca_system_score_codex":0.00046117284,"about_ca_system_score_gemma":0.00061997963,"threshold_uncertainty_score":0.9991173},"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"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4387188541","doi":"10.1093/heapro/daad120","title":"‘The solution is we need to have a centre’: a study on diabetes in Liberia","year":2023,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Photovoice; Diabetes mellitus; Medicine; Socioeconomic status; Gerontology; Participatory action research; Diabetes management; Disease; Environmental health; Population; Type 2 diabetes; Economic growth","score_opus":0.6496637073273877,"score_gpt":0.6728616008950021,"score_spread":0.02319789356761448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387188541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85496664,0.000006039983,0.00008096877,0.1419388,0.00076488627,0.0011198039,0.000009688437,0.0000831088,0.0010300418],"genre_scores_gemma":[0.9952624,0.000026821717,0.000064204316,0.000387588,0.00022669668,0.00035355604,0.000005007579,0.000009791046,0.0036639348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99596065,0.0019222966,0.00031270334,0.00025271293,0.0009796866,0.00057195325],"domain_scores_gemma":[0.9989376,0.0004699238,0.00008990155,0.00012954435,0.00013059471,0.00024240628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007067579,0.00007422535,0.00010404488,0.00027224998,0.0005747659,0.00011082547,0.00028827,0.00004188149,0.00018505238],"category_scores_gemma":[0.0018877595,0.000064816966,0.000031822932,0.00056853035,0.00008682931,0.00013943395,0.00008434127,0.00017921049,0.00055798073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072586394,0.00083898404,0.82437533,0.00001629925,0.00003474361,0.000005204471,0.11007713,0.00004688771,0.00014322464,0.0053351764,0.029197877,0.02985654],"study_design_scores_gemma":[0.0010221497,0.0009935702,0.86532295,0.00020514827,0.0000024665483,6.8702214e-8,0.029988721,0.007812568,0.0002440508,0.0031792924,0.091035105,0.00019391275],"about_ca_topic_score_codex":0.0007984429,"about_ca_topic_score_gemma":0.0037077202,"teacher_disagreement_score":0.14155123,"about_ca_system_score_codex":0.0006734632,"about_ca_system_score_gemma":0.00028311324,"threshold_uncertainty_score":0.71718997},"labels":[],"label_agreement":null},{"id":"W4387193081","doi":"10.1177/21582440231200360","title":"Socially Situated Experiences of Substance Use: A Photo Elicitation Pilot Study","year":2023,"lang":"en","type":"article","venue":"SAGE Open","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Photo elicitation; Psychology; Social psychology; Substance use; Coping (psychology); Situated; Applied psychology; Psychotherapist; Sociology; Clinical psychology","score_opus":0.7875411243942783,"score_gpt":0.6652520445860522,"score_spread":0.12228907980822601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387193081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99125564,0.000018596593,0.00010142442,0.000095068746,0.00013906033,0.0014120184,0.000004783499,0.00007503285,0.006898365],"genre_scores_gemma":[0.9954807,0.00003303526,0.0004267218,0.000037037757,0.00003822479,0.00044212848,0.0000021091973,0.00001115182,0.0035288625],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962634,0.0019977277,0.00025281572,0.0002549686,0.00082562043,0.00040548548],"domain_scores_gemma":[0.9985787,0.00080432295,0.00011238835,0.00019568724,0.00017615072,0.00013270829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061508436,0.00007992083,0.00020665959,0.000093475595,0.0005082391,0.00024745354,0.00080287404,0.000029195453,0.00050065765],"category_scores_gemma":[0.0024989182,0.00007842301,0.0000244265,0.001592632,0.00033500136,0.0007720548,0.00012643736,0.00008723095,0.00009976743],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019084617,0.0004741083,0.017659968,0.0000065667105,0.00003439278,0.000024124876,0.9597392,0.0000047351955,0.014507808,0.0018909409,0.0006998672,0.0047674435],"study_design_scores_gemma":[0.00092263654,0.0013503045,0.1500712,0.000051631436,0.000015109423,4.721897e-8,0.83791375,0.00012484426,0.004938556,0.0022999905,0.0020702004,0.00024174592],"about_ca_topic_score_codex":0.0073793144,"about_ca_topic_score_gemma":0.029052379,"teacher_disagreement_score":0.13241123,"about_ca_system_score_codex":0.00007963451,"about_ca_system_score_gemma":0.00045811041,"threshold_uncertainty_score":0.9992306},"labels":[],"label_agreement":null},{"id":"W4387338845","doi":"10.26522/ssj.v17i3.3433","title":"“Our community needs to heal”: Using Photovoice to Explore Intergenerational Memories of Civil War with Young Central Americans in Toronto","year":2023,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Mount Allison University; York University; University of Toronto","funders":"","keywords":"Photovoice; Sociology; Gender studies; Immigration; Spanish Civil War; Collective memory; Media studies; Political science; Law; Visual arts","score_opus":0.7747354450266212,"score_gpt":0.6718318611622771,"score_spread":0.10290358386434406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387338845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930324,0.000118523254,0.00052264315,0.0009265398,0.0008596168,0.0004411656,0.000020959065,0.00004715005,0.004031007],"genre_scores_gemma":[0.9964681,0.00017156574,0.0022222868,0.0002445072,0.0005971335,0.00013347965,0.00000223311,0.000016866226,0.00014381295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99567366,0.0022972391,0.00034888377,0.00018024746,0.0007331596,0.00076680165],"domain_scores_gemma":[0.9985371,0.0007382373,0.00007813554,0.0001387852,0.0003270907,0.00018060545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003348462,0.0001446005,0.0004073233,0.00017526251,0.0010438823,0.000020813113,0.00035562672,0.000055900986,0.000018074083],"category_scores_gemma":[0.005048855,0.00014607607,0.00004109395,0.0023389477,0.00050007226,0.00023335054,0.00037387756,0.00026962065,0.000004601349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019876956,0.000113145004,0.013454469,0.00011384501,0.000061559,0.000010677813,0.9780978,0.00094420835,0.0016471252,0.0011452517,0.0037335719,0.00047956812],"study_design_scores_gemma":[0.00021453641,0.00014220597,0.016720219,0.000101206264,0.000032657626,1.3813211e-7,0.98118365,0.000112470974,0.00027931816,0.00016006021,0.00089458557,0.0001589425],"about_ca_topic_score_codex":0.04963028,"about_ca_topic_score_gemma":0.53759867,"teacher_disagreement_score":0.48796842,"about_ca_system_score_codex":0.0018540871,"about_ca_system_score_gemma":0.00043382798,"threshold_uncertainty_score":0.9566983},"labels":[],"label_agreement":null},{"id":"W4387414828","doi":"10.1177/16094069231203131","title":"The Utility of Researcher-Driven Projective and Enabling Techniques to Support Engagement in Research About Dementia Diagnosis and Post-Diagnostic Support","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Conversation; Dementia; Psychology; Projective test; Focus group; Brainstorming; Empathy; Word Association; Medical education; Applied psychology; Social psychology; Computer science; Medicine; Communication; Artificial intelligence; Sociology","score_opus":0.9519002498695528,"score_gpt":0.8113927839368823,"score_spread":0.1405074659326705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387414828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96764946,0.00060643756,0.013389712,0.014343629,0.00032239757,0.0014368581,0.000057311125,0.000024962697,0.0021692512],"genre_scores_gemma":[0.9053862,0.0031910616,0.09068568,0.000095660056,0.00014834263,0.00029617472,0.0000019553154,0.00001723605,0.00017767055],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9388116,0.05616571,0.0010863165,0.0003473224,0.002875823,0.0007132297],"domain_scores_gemma":[0.92532563,0.06991266,0.00031543372,0.00014788183,0.003995832,0.000302538],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2229762,0.00011463655,0.00031186102,0.0011624123,0.00039983605,0.00017762168,0.0007438198,0.00007693193,0.00010373452],"category_scores_gemma":[0.18427947,0.00008901483,0.00007553627,0.0011472013,0.001412292,0.0003744567,0.00058561965,0.0007695274,0.0000031853665],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005406584,0.00022038707,0.05032869,0.000052058127,0.00039989612,0.0001072237,0.42514846,0.0000026768546,0.0065582404,0.014416192,0.0021012826,0.5001242],"study_design_scores_gemma":[0.0009024081,0.0029477356,0.36003396,0.0005624382,0.00004442437,0.0000068165136,0.44794163,0.00013734766,0.038401302,0.05761684,0.0911146,0.00029050512],"about_ca_topic_score_codex":0.0013577165,"about_ca_topic_score_gemma":0.00064730045,"teacher_disagreement_score":0.49983373,"about_ca_system_score_codex":0.00026254915,"about_ca_system_score_gemma":0.0009854883,"threshold_uncertainty_score":0.8225917},"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":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4387432801","doi":"10.1111/nin.12605","title":"Why and how is photovoice used as a decolonising method for health research with Indigenous communities in the United States and Canada? A scoping review","year":2023,"lang":"en","type":"review","venue":"Nursing Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Indigenous; Participatory action research; Empowerment; Community-based participatory research; Citizen journalism; Health equity; Participant observation; Sociology; Grey literature; Public health; Public relations; Political science; Medicine; Economic growth; Nursing; Social science; MEDLINE; Anthropology; Ecology","score_opus":0.8759280204912357,"score_gpt":0.7285128864175504,"score_spread":0.14741513407368534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387432801","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050871656,0.98338443,0.00033888101,0.008924794,0.00009989735,0.0066359947,0.00004221082,0.000035343684,0.00002970507],"genre_scores_gemma":[0.000004626431,0.9926873,0.0027050485,0.0033647101,0.00008908389,0.0009850113,0.00005443868,0.00006427911,0.000045501736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96818876,0.02815047,0.00048426332,0.00042132463,0.001371097,0.0013840651],"domain_scores_gemma":[0.9730515,0.025520112,0.0003304617,0.0004475187,0.000319897,0.0003305448],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.043836843,0.00030037452,0.0014738346,0.0006218534,0.0026576398,0.000538775,0.000660983,0.00018033461,0.00000481844],"category_scores_gemma":[0.0046160263,0.000219078,0.000061748106,0.0023394504,0.0017657815,0.00015437021,0.000096744356,0.0011620371,5.423757e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000284952,0.00005892018,0.000025169627,0.13268952,0.000093105096,0.00002913377,0.42420012,7.025174e-7,7.0219684e-8,0.00020225793,0.012872757,0.42979977],"study_design_scores_gemma":[0.00012824527,0.00023031788,0.0000034656664,0.37845433,0.00008503758,0.000010527866,0.07148417,0.000026117812,3.1879364e-7,0.00018547247,0.5492002,0.00019179804],"about_ca_topic_score_codex":0.8097555,"about_ca_topic_score_gemma":0.91593623,"teacher_disagreement_score":0.5363274,"about_ca_system_score_codex":0.0014353365,"about_ca_system_score_gemma":0.013464771,"threshold_uncertainty_score":0.9986408},"labels":[],"label_agreement":null},{"id":"W4387475975","doi":"10.7202/1106284ar","title":"Photo journals with refugee youth: Methodological reflections of conducting research during the pandemic","year":2022,"lang":"en","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; McGill University","funders":"","keywords":"Refugee; Participatory action research; Distancing; Context (archaeology); Visual research; Pandemic; Population; Public relations; Focus group; Photo elicitation; Psychology; Political science; Medical education; Sociology; Medicine; Coronavirus disease 2019 (COVID-19); Geography","score_opus":0.9580308326673299,"score_gpt":0.7212817647931087,"score_spread":0.23674906787422123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387475975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666846,0.0013570661,0.003718318,0.0025465393,0.0002203921,0.00044829457,0.000029054481,0.0000635295,0.024932198],"genre_scores_gemma":[0.9721253,0.001277571,0.019908693,0.00011765104,0.00034032695,0.00025280347,0.0000033197202,0.000024891955,0.005949443],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.94925696,0.04818542,0.00044379526,0.00035395252,0.001205716,0.000554158],"domain_scores_gemma":[0.96221924,0.03630098,0.00027160053,0.0002969191,0.0007326824,0.0001785848],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07126217,0.00012650309,0.00024429391,0.00023913111,0.0014391888,0.00013183977,0.0011160506,0.00018613522,0.0008799902],"category_scores_gemma":[0.056739423,0.00009288175,0.00013039875,0.0011298663,0.00089198886,0.00018597418,0.00040680464,0.003567378,0.000008105191],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013205579,0.00066602643,0.010726851,0.0001379382,0.00070717704,0.00016377242,0.45579505,0.003335475,0.48685852,0.023277516,0.00058919686,0.016421916],"study_design_scores_gemma":[0.001390593,0.0008328765,0.0024674928,0.00065171876,0.00018964634,0.00090025255,0.6719267,0.0009572017,0.03730969,0.020827146,0.26193434,0.00061233586],"about_ca_topic_score_codex":0.0022222386,"about_ca_topic_score_gemma":0.0013056116,"teacher_disagreement_score":0.44954884,"about_ca_system_score_codex":0.0021575722,"about_ca_system_score_gemma":0.0005022857,"threshold_uncertainty_score":0.9998608},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","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":"W4387669430","doi":"10.1177/14767503231205237","title":"Participatory action research: The woven collective analysis approach to recognize experiential knowledge of poverty","year":2023,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Rimouski","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Experiential learning; Participatory action research; Poverty; Sociology; Experiential knowledge; Experiential education; Knowledge management; Epistemology; Political science; Computer science; Pedagogy","score_opus":0.9513656624298675,"score_gpt":0.7594098264284715,"score_spread":0.19195583600139599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387669430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87950474,0.000084624,0.0012263547,0.0020468468,0.00046681738,0.0019667973,0.00002157073,0.00016618292,0.11451606],"genre_scores_gemma":[0.97449213,0.00013998471,0.00017026016,0.000027627482,0.00041246534,0.0015299193,0.000008366107,0.000026991562,0.023192236],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.96959955,0.024017336,0.00043230873,0.0006949725,0.003555648,0.0017001715],"domain_scores_gemma":[0.9894376,0.006520497,0.000083466824,0.0007172723,0.0026159498,0.00062523514],"candidate_categories":["metaresearch","bibliometrics","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.060688384,0.00013788862,0.00034249187,0.0025254602,0.0031212668,0.00023346681,0.00090786634,0.00021891904,0.0006337553],"category_scores_gemma":[0.02209235,0.00011261126,0.00021883358,0.026872445,0.0016282472,0.00038822345,0.0005245989,0.0012128913,0.0007507577],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022138983,0.002341008,0.0123266205,0.00017018312,0.0018351777,0.000011528207,0.51747525,0.0007393524,0.05755048,0.010044495,0.3139713,0.08132071],"study_design_scores_gemma":[0.00081296085,0.0007577335,0.074109815,0.000049098333,0.00016386241,6.0872895e-7,0.41990402,0.0121234385,0.055234443,0.004894645,0.43146387,0.0004855051],"about_ca_topic_score_codex":0.0054149167,"about_ca_topic_score_gemma":0.003479077,"teacher_disagreement_score":0.117492564,"about_ca_system_score_codex":0.0013248815,"about_ca_system_score_gemma":0.0021504706,"threshold_uncertainty_score":0.9981765},"labels":[],"label_agreement":null},{"id":"W4387875714","doi":"10.19088/1968-2023.126","title":"Knowledge in Times of Crisis: Transforming Research-to-Policy Approaches","year":2023,"lang":"en","type":"paratext","venue":"IDS Bulletin","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; National University of Singapore; International Development Research Centre; Universidad de Buenos Aires; Stockholm Environment Institute; Johns Hopkins University; Lebanese American University; Foreign, Commonwealth and Development Office; Generalitat Valenciana; American University of Beirut; Williams College","keywords":"Political science; Geography","score_opus":0.7614962380740137,"score_gpt":0.6605809154743383,"score_spread":0.1009153225996754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387875714","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022446217,0.0019516865,0.000113460934,0.014017119,0.0005601757,0.0014756826,0.00010060052,0.00007235739,0.9794643],"genre_scores_gemma":[0.13840757,0.0018261,0.0014045044,0.00010867296,0.0023501632,0.0013822659,0.000028362452,0.00019354823,0.85429883],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98763084,0.0072499407,0.00075711374,0.00075683044,0.0017646253,0.0018406744],"domain_scores_gemma":[0.9955852,0.0028621054,0.000106065716,0.0004986485,0.00037812447,0.0005698413],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.024333827,0.00029812695,0.0008087423,0.0031609093,0.00043359533,0.000119404256,0.0013948004,0.00063655217,0.0066797463],"category_scores_gemma":[0.0072808946,0.00030817743,0.00020174285,0.0051734378,0.0010481867,0.00005813831,0.00035496405,0.0013600613,0.039152145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072750736,0.00020621499,0.00001212187,0.00039950325,0.000041885392,0.000011560597,0.047283936,0.00003874128,0.000088334986,0.018513894,0.92216074,0.011170298],"study_design_scores_gemma":[0.00020758856,0.00013007612,0.00004175284,0.00047924987,0.0000075750395,1.2930006e-7,0.01719667,0.000014566096,0.001069691,0.0012707502,0.9793034,0.00027851254],"about_ca_topic_score_codex":0.016089574,"about_ca_topic_score_gemma":0.0031287845,"teacher_disagreement_score":0.13616295,"about_ca_system_score_codex":0.0007238752,"about_ca_system_score_gemma":0.0035357415,"threshold_uncertainty_score":0.99993706},"labels":[],"label_agreement":null},{"id":"W4388143314","doi":"10.1515/9781773854090","title":"Climate Justice and Participatory Research","year":2023,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate justice; Economic Justice; Citizen journalism; Sociology; Political science; Environmental science; Climate change; Geography; Environmental planning; Oceanography; Law; Geology","score_opus":0.7745583539830759,"score_gpt":0.5867778781706379,"score_spread":0.18778047581243806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388143314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006528815,0.0002996115,0.00008117983,0.000021117648,0.00017057061,0.00052280794,0.00003932837,0.00012944569,0.99808306],"genre_scores_gemma":[0.00023302906,0.0012063067,0.00039894573,0.000013262787,0.00013711181,0.0000023960229,0.0000058545797,0.00003538474,0.9979677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941471,0.0028488673,0.00019676641,0.00045781967,0.0014391128,0.0009103336],"domain_scores_gemma":[0.9962598,0.002221664,0.00013389668,0.00039180648,0.00045778256,0.00053506717],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007702896,0.00016635859,0.0003972621,0.00031308585,0.0011389998,0.000047237903,0.0006760331,0.00045824275,0.00008227048],"category_scores_gemma":[0.0009312193,0.00021214684,0.00010060045,0.00005713998,0.003921121,0.000103661245,0.0008985688,0.0008710799,0.00006450024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002484994,0.00003687342,0.00002953266,0.0010623152,0.000118067575,0.00036720108,0.02586925,0.0000011373749,0.00008639473,0.9266347,0.024616167,0.020929845],"study_design_scores_gemma":[0.0002949278,0.00010057822,0.00016088867,0.0003158065,0.00025055918,3.116693e-7,0.0021864849,0.00015965881,0.00005339802,0.004748074,0.99149287,0.00023645636],"about_ca_topic_score_codex":0.0026648191,"about_ca_topic_score_gemma":0.0025768885,"teacher_disagreement_score":0.9668767,"about_ca_system_score_codex":0.0002786389,"about_ca_system_score_gemma":0.0013901964,"threshold_uncertainty_score":0.9987896},"labels":[],"label_agreement":null},{"id":"W4388146619","doi":"10.15353/cjo.v68i5.4617","title":"Guest Article - What does Low Vision Mean to You?","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Optometry; Computer science; Computer vision; Artificial intelligence; Medicine","score_opus":0.14845955137703098,"score_gpt":0.5598726269182386,"score_spread":0.4114130755412076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388146619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974334,0.0049890145,0.00082526484,0.010420122,0.0071623195,0.0002522009,0.00007651028,0.000010512403,0.0019300694],"genre_scores_gemma":[0.98919874,0.0004778244,0.0051160795,0.0013237519,0.002695082,0.0000030252188,0.0000026715866,0.00008954132,0.0010932855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9904797,0.0021602071,0.0018973213,0.0004825205,0.0023743357,0.0026059118],"domain_scores_gemma":[0.97507155,0.0009233387,0.0010305427,0.00060814235,0.004637833,0.017728623],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012000239,0.0004796413,0.0011887561,0.0067035994,0.0014039545,0.0026530037,0.0020658458,0.00044467274,0.0036086163],"category_scores_gemma":[0.010613432,0.00043852447,0.00067329296,0.0077754883,0.0009712082,0.0035708176,0.000069359594,0.0017283317,0.00016960943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011035711,0.00015798882,0.9357179,0.00009238497,0.0005280178,0.010406075,0.020643732,0.00032235816,0.0028629673,0.0001243565,0.018250745,0.010783147],"study_design_scores_gemma":[0.0025383867,0.0010710665,0.67695004,0.0025917382,0.00031565464,0.0014816958,0.07331845,0.000074954754,0.01992521,0.00009786557,0.2201156,0.0015193461],"about_ca_topic_score_codex":0.009408591,"about_ca_topic_score_gemma":0.06217435,"teacher_disagreement_score":0.25876784,"about_ca_system_score_codex":0.0035181136,"about_ca_system_score_gemma":0.028805975,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W4388492688","doi":"10.1177/13675494231208379","title":"Making the invisible visible","year":2023,"lang":"en","type":"article","venue":"European Journal of Cultural Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Aesthetics; Sociology; Art","score_opus":0.8626139813046343,"score_gpt":0.6857437500165342,"score_spread":0.1768702312881001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388492688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8955743,0.006607855,0.00008868737,0.016143344,0.001148101,0.00015822909,0.000001223448,0.00009703798,0.080181256],"genre_scores_gemma":[0.9929062,0.0024204894,0.00040860882,0.00023787857,0.00090468646,0.0000013511103,7.970886e-8,0.000011121885,0.0031095678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482554,0.0036424713,0.00033015673,0.00008562296,0.0007350319,0.0003811958],"domain_scores_gemma":[0.9984343,0.00064345583,0.00021838272,0.000092734765,0.00051155355,0.00009958301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012885341,0.000083277206,0.00018271066,0.00007783245,0.0011121702,0.00014662933,0.00052838883,0.000009911601,0.00004002668],"category_scores_gemma":[0.0071364227,0.000042772353,0.000119020224,0.0007772171,0.0005868243,0.0003261193,0.00019973023,0.00025883046,0.0002907948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009305715,0.00004768744,0.006903404,0.000040885185,0.0006503638,0.0008154068,0.383354,0.0003198418,0.0023699985,0.012919,0.53574586,0.056740467],"study_design_scores_gemma":[0.00025905276,0.00018123965,0.025074271,0.00014657428,0.000033044733,0.00000855654,0.1677186,0.000019337222,0.00022247763,0.0011645438,0.8050481,0.00012417352],"about_ca_topic_score_codex":0.000007260321,"about_ca_topic_score_gemma":0.000014730473,"teacher_disagreement_score":0.26930225,"about_ca_system_score_codex":0.00007585481,"about_ca_system_score_gemma":0.0000635523,"threshold_uncertainty_score":0.85540265},"labels":[],"label_agreement":null},{"id":"W4388561538","doi":"10.1016/j.jcjd.2023.11.002","title":"Beyond the Body: Using Photovoice to Explore Social Determinants of Diabetes With South Asian Adolescents in the Peel Region of Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; McGill University; McGill University Health Centre","funders":"Social Sciences and Humanities Research Council; Lawson Foundation","keywords":"Photovoice; Medicine; Diabetes mellitus; Gerontology; Environmental health; Economic growth; Endocrinology","score_opus":0.3285979516985566,"score_gpt":0.4643803580874496,"score_spread":0.135782406388893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388561538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983533,0.000044769204,0.0000012146168,0.00088775385,0.00017238852,0.00025993184,0.000017865172,0.000002077012,0.00026067652],"genre_scores_gemma":[0.99949855,5.4988453e-7,0.000048615177,0.000268325,0.00012215046,0.000008299825,4.7063628e-7,0.000014881919,0.00003814003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99681526,0.0009714989,0.00042434657,0.00013022647,0.00084851106,0.00081014907],"domain_scores_gemma":[0.9983178,0.00029838987,0.0004292097,0.00017092588,0.00029931153,0.00048440488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031356222,0.00012682288,0.0003510403,0.00030606965,0.00046215364,0.000059638147,0.0007904733,0.000064591666,0.000019574312],"category_scores_gemma":[0.0014505627,0.000084202286,0.000078773104,0.0010716494,0.00047616585,0.00016273471,0.000027191976,0.00033692166,7.003807e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059040744,0.000010577709,0.91209996,0.000029181794,0.000023540768,0.000039561954,0.085920356,0.000025370742,0.00027011766,0.000023358609,0.0006671229,0.0008849286],"study_design_scores_gemma":[0.00028052885,0.00015083436,0.95378214,0.00038521618,0.000042370168,5.792284e-7,0.042556144,0.00005404154,0.0013222499,0.00024810914,0.0010461923,0.00013157145],"about_ca_topic_score_codex":0.8379963,"about_ca_topic_score_gemma":0.99793047,"teacher_disagreement_score":0.15993418,"about_ca_system_score_codex":0.0008513969,"about_ca_system_score_gemma":0.014581115,"threshold_uncertainty_score":0.9910053},"labels":[],"label_agreement":null},{"id":"W4388601866","doi":"10.1177/16094069231211121","title":"Co-designing Guidelines for Using Arts-based methods when Conducting Youth Mental Health Research in Online Environments","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Carleton University; Mount Saint Vincent University; University of Manitoba","funders":"","keywords":"Thematic analysis; Mental health; Focus group; Inclusion (mineral); Online research methods; Psychology; The arts; Theme (computing); Medical education; Applied psychology; Multimedia; Qualitative research; Computer science; World Wide Web; Sociology; Medicine; Social psychology","score_opus":0.9956046064393153,"score_gpt":0.882854741648066,"score_spread":0.11274986479124927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388601866","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055599835,0.00041044914,0.92702,0.015000337,0.0010836163,0.0005670358,0.00014983208,0.000020904194,0.00014798046],"genre_scores_gemma":[0.011669594,0.00007720276,0.98670554,0.0005383348,0.000665995,0.00002281981,0.000027163136,0.00003634439,0.00025702966],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9196611,0.07423567,0.0019085291,0.00039940063,0.0028279212,0.00096740026],"domain_scores_gemma":[0.9754711,0.021255553,0.0009177606,0.00014058087,0.0018511766,0.00036384],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2965488,0.00018000131,0.0005576934,0.0015923015,0.0005419229,0.0001401754,0.000862103,0.000105886014,0.00007470065],"category_scores_gemma":[0.06458246,0.00017113292,0.000223424,0.0008102603,0.0007326292,0.00050971354,0.000100521844,0.00068094535,0.0000042588636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084265694,0.0004774919,0.0006792921,0.000062593586,0.0005116344,0.000029096398,0.63500404,0.0018834521,0.13421279,0.009048658,0.001543323,0.21570499],"study_design_scores_gemma":[0.0027404109,0.00064839766,0.00019239771,0.0007882658,0.000027793754,0.0000047813664,0.83059925,0.026271394,0.040165663,0.044855773,0.053347804,0.00035809755],"about_ca_topic_score_codex":0.0007887691,"about_ca_topic_score_gemma":0.00006798698,"teacher_disagreement_score":0.23196636,"about_ca_system_score_codex":0.0013699046,"about_ca_system_score_gemma":0.0016830508,"threshold_uncertainty_score":0.94329697},"labels":[],"label_agreement":null},{"id":"W4388654526","doi":"10.1080/1051144x.2023.2281166","title":"Drawing from experience: visualising the impact of COVID-19","year":2023,"lang":"en","type":"article","venue":"Journal of Visual Literacy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social distance; Coronavirus disease 2019 (COVID-19); Psychology; Isolation (microbiology); Social media; Social isolation; Passions; Perception; Social psychology; Sociology; Medicine; Art","score_opus":0.49620102292534846,"score_gpt":0.7136850669408353,"score_spread":0.21748404401548688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388654526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99670094,0.0003179119,0.0013318448,0.0006483965,0.00037742394,0.00013629757,0.000013516361,0.000031976277,0.0004416736],"genre_scores_gemma":[0.9982687,0.000115466995,0.00047715977,0.000156135,0.00080684066,0.0000047063454,0.0000017158387,0.000016130223,0.00015312694],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9943625,0.0026947865,0.0007870218,0.00016158017,0.001439828,0.0005542817],"domain_scores_gemma":[0.9933735,0.004636741,0.000649475,0.00019535025,0.00048558714,0.0006593478],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008811089,0.00013758916,0.00037544992,0.00034406647,0.0006250226,0.0003152355,0.0007113234,0.00008740398,0.00062200846],"category_scores_gemma":[0.017412188,0.000087920154,0.00039271158,0.001521741,0.00056261517,0.0011088597,0.00013308441,0.00039212013,0.000026890057],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005357923,0.00043004585,0.118280575,0.000034134704,0.0002648817,0.00027663642,0.78228587,0.00063279655,0.06465486,0.0016037731,0.0048846537,0.026115974],"study_design_scores_gemma":[0.004906591,0.0045814756,0.48793513,0.001173027,0.00022933917,0.00005882363,0.24381334,0.017302506,0.022517648,0.039693266,0.17637107,0.0014178024],"about_ca_topic_score_codex":0.003079326,"about_ca_topic_score_gemma":0.000017716988,"teacher_disagreement_score":0.53847253,"about_ca_system_score_codex":0.00040853847,"about_ca_system_score_gemma":0.0018334901,"threshold_uncertainty_score":0.9908646},"labels":[],"label_agreement":null},{"id":"W4388719789","doi":"10.1370/afm.22.s1.4875","title":"I-CREAte: Engaging Families to Build Healthy Communities – a Photovoice presentation","year":2023,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Thematic analysis; Community resilience; Participatory action research; Focus group; Psychological resilience; Equity (law); Context (archaeology); Community engagement; Population; Psychology; Public relations; Sociology; Qualitative research; Geography; Political science; Social psychology; Engineering; Economic growth; Social science","score_opus":0.7063911274184852,"score_gpt":0.6798434325157446,"score_spread":0.02654769490274056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388719789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91263574,0.000027121683,0.0009060253,0.004101716,0.00018335588,0.0004964003,0.0000056301656,0.0005223567,0.08112165],"genre_scores_gemma":[0.9889546,0.00021106756,0.002099508,0.0010036391,0.000116980984,0.00020340671,0.0000056041927,0.000014549959,0.0073906435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955927,0.0027720875,0.00017859798,0.00014319265,0.00066761376,0.00064579403],"domain_scores_gemma":[0.9966801,0.0025871627,0.000028546528,0.00023723271,0.0001323156,0.00033468794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057232976,0.00008283578,0.00013573273,0.000280533,0.0012249826,0.00014230078,0.00037016196,0.000047657635,0.00034901706],"category_scores_gemma":[0.002574839,0.00008191724,0.000037661885,0.0013211158,0.0002485627,0.00028235788,0.00017550815,0.00019962515,0.00064353715],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022312895,0.00015487972,0.062328402,0.0001084385,0.00005906116,0.000017812119,0.77506185,0.0004265016,0.0072236215,0.065267175,0.04425327,0.044875875],"study_design_scores_gemma":[0.000312169,0.00016712633,0.023465252,0.000038988564,0.000007831539,2.3326685e-7,0.66431844,0.002279633,0.0039680116,0.0018341441,0.30335462,0.0002535328],"about_ca_topic_score_codex":0.05214192,"about_ca_topic_score_gemma":0.019935658,"teacher_disagreement_score":0.25910136,"about_ca_system_score_codex":0.00013137153,"about_ca_system_score_gemma":0.00027253773,"threshold_uncertainty_score":0.99794793},"labels":[],"label_agreement":null},{"id":"W4388735955","doi":"10.1370/afm.22.s1.5263","title":"Implementing a Peer-Led, Low-Barrier Opioid Treatment Clinic in Longueuil Using a Photovoice Method","year":2023,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Thematic analysis; Context (archaeology); Population; Opioid use disorder; Intervention (counseling); Addiction; Medicine; Family medicine; Psychology; Medical education; Nursing; Psychiatry; Qualitative research; Sociology; Opioid; Geography; Environmental health","score_opus":0.674603455859416,"score_gpt":0.7055678931510264,"score_spread":0.03096443729161047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388735955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97133577,0.00003824502,0.0034922615,0.0004169337,0.00026548933,0.000810724,0.000013889849,0.00024011194,0.023386585],"genre_scores_gemma":[0.8698367,0.00013361312,0.07686691,0.0003032495,0.0005331178,0.00043494036,0.00001215085,0.0000755234,0.051803786],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928236,0.003292457,0.00055040175,0.0005290321,0.0010781228,0.0017263991],"domain_scores_gemma":[0.99663395,0.002354253,0.00010815046,0.00031628832,0.00017524662,0.00041213247],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.022224907,0.00019061353,0.0003680427,0.00038654558,0.00067662785,0.00015920367,0.0003429082,0.00012729858,0.0029091518],"category_scores_gemma":[0.005405092,0.0001735242,0.00016482694,0.0019393833,0.000176928,0.00028486172,0.00023728648,0.00020173036,0.00046622267],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003905457,0.0013278933,0.3540464,0.0001991133,0.00047163595,0.0008402143,0.24809012,0.0004351978,0.13117702,0.009195089,0.0030627674,0.250764],"study_design_scores_gemma":[0.007161798,0.00080329995,0.034237977,0.00025504324,0.00018413654,0.0000046828104,0.16806892,0.101086006,0.07845393,0.009608936,0.5982303,0.0019049497],"about_ca_topic_score_codex":0.025479203,"about_ca_topic_score_gemma":0.025677072,"teacher_disagreement_score":0.5951676,"about_ca_system_score_codex":0.00075623754,"about_ca_system_score_gemma":0.001102535,"threshold_uncertainty_score":0.99800235},"labels":[],"label_agreement":null},{"id":"W4389065791","doi":"10.7202/1106960ar","title":"L’inclusion d’une diversité de voix au coeur d’une démarche d’évaluation participative : retombées pour un organisme communautaire oeuvrant avec des femmes survivantes de l’exploitation sexuelle","year":2023,"lang":"fr","type":"article","venue":"Reflets Revue d’intervention sociale et communautaire","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.4512460072759567,"score_gpt":0.5468330078873769,"score_spread":0.09558700061142017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389065791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91271985,0.0013639363,0.00951203,0.07115619,0.0010119798,0.0012395371,0.00019914864,0.00062315806,0.0021741574],"genre_scores_gemma":[0.9677131,0.0023613293,0.0030952184,0.00035643548,0.00041338048,0.00026203447,0.00030130355,0.00017303709,0.025324158],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.96896493,0.024559578,0.0015478776,0.0008687035,0.0017210648,0.0023378432],"domain_scores_gemma":[0.99116474,0.004852521,0.0010911247,0.0009310591,0.0012237545,0.0007368159],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.02632018,0.0007424735,0.0011324363,0.00048769824,0.0075139445,0.00039227825,0.0016069281,0.0008161972,0.0009490099],"category_scores_gemma":[0.00705153,0.00088429434,0.00092908397,0.0039929776,0.00281934,0.0015469639,0.0029239296,0.0016529289,0.0006235818],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031769136,0.0016812629,0.041540556,0.0012422116,0.00060441514,0.0002421716,0.62969184,0.0005498068,0.0055701374,0.01839091,0.001900274,0.29826874],"study_design_scores_gemma":[0.004248668,0.0014037028,0.48942113,0.00528954,0.00084992824,0.00003907959,0.22445291,0.046170447,0.0062963124,0.20488298,0.015178843,0.0017664697],"about_ca_topic_score_codex":0.030665906,"about_ca_topic_score_gemma":0.035133693,"teacher_disagreement_score":0.44788057,"about_ca_system_score_codex":0.00472336,"about_ca_system_score_gemma":0.0018643102,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W4389081231","doi":"10.20467/ijhc-2021-0025","title":"Mapping Our Nursing Essence: A Tattooed Imprint of the Struggle Between Desire and Reality","year":2023,"lang":"en","type":"article","venue":"International Journal for Human Caring","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Covenant Health; MacEwan University","funders":"","keywords":"Plural; Meaning (existential); Identity (music); Intersection (aeronautics); Qualitative research; Sociology; Epistemology; Nursing; Aesthetics; Psychology; Medicine; Linguistics; Anthropology; Philosophy","score_opus":0.7075305809571057,"score_gpt":0.6792631778268289,"score_spread":0.02826740313027687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389081231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99243695,0.000016644977,0.003990263,0.0016372397,0.0006658874,0.00015810784,0.000013766022,0.000023610406,0.0010575071],"genre_scores_gemma":[0.99867445,0.000008673931,0.00035049985,0.000011594898,0.0006342824,0.000007696357,0.0000012336913,0.000008344604,0.0003032514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823004,0.00034979673,0.0002822696,0.00012370679,0.0007378357,0.00027635062],"domain_scores_gemma":[0.9989605,0.00030780814,0.00018535022,0.00008302575,0.00034450938,0.00011878981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003992907,0.00006190298,0.00012245314,0.0001511694,0.0009206445,0.00016599895,0.00049783284,0.00004487296,0.000006436005],"category_scores_gemma":[0.0014721717,0.000051942225,0.00009743004,0.0001896083,0.00018196175,0.00018209925,0.00012840073,0.00022303167,0.0000010142894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073921576,0.00009798061,0.480994,0.00009293353,0.0005524451,0.000033866654,0.09912246,0.00037074304,0.08593666,0.15372886,0.0013596934,0.17763644],"study_design_scores_gemma":[0.00062817073,0.00004580679,0.75183606,0.0006554945,0.000025767173,0.000008955465,0.030068083,0.0007499775,0.0068392563,0.20692778,0.0020393415,0.00017529953],"about_ca_topic_score_codex":0.00030878236,"about_ca_topic_score_gemma":0.00008354474,"teacher_disagreement_score":0.27084208,"about_ca_system_score_codex":0.00028257133,"about_ca_system_score_gemma":0.00019151857,"threshold_uncertainty_score":0.7080946},"labels":[],"label_agreement":null},{"id":"W4389154303","doi":"10.1097/nr9.0000000000000044","title":"Advancing home-like environments for memory care residents within nursing homes","year":2023,"lang":"en","type":"article","venue":"Interdisciplinary Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Affordance; Object (grammar); Psychology; Limiting; Computer science; Human–computer interaction; Engineering; Artificial intelligence","score_opus":0.3783373303443886,"score_gpt":0.6588390922253613,"score_spread":0.2805017618809727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389154303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.957121,0.0011779258,0.0019799813,0.0057218084,0.0032209195,0.0024309997,0.000047018686,0.00043424798,0.027866082],"genre_scores_gemma":[0.98551095,0.00008744448,0.002238343,0.000017254593,0.0007418961,0.00041633158,0.000039583305,0.00010786236,0.010840325],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9897315,0.003163765,0.00054470415,0.00095591653,0.0029353525,0.002668767],"domain_scores_gemma":[0.9953638,0.0027020832,0.00011464351,0.0006860661,0.00033538096,0.0007980291],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013587926,0.0002708189,0.00040910864,0.001235956,0.004588015,0.00036250378,0.0012185018,0.0002550927,0.00008970841],"category_scores_gemma":[0.0024553111,0.0002870003,0.00020722428,0.0018922423,0.0028966006,0.00072698074,0.0006671977,0.00091194233,0.00038920442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011225711,0.0005494177,0.0038867996,0.0002710755,0.00007559899,0.00019794487,0.6859635,0.0006211668,0.016284455,0.0017943437,0.052775554,0.23645754],"study_design_scores_gemma":[0.0013857061,0.0011083137,0.021428136,0.0045611598,0.000041814397,0.000005700964,0.8641283,0.0028170052,0.006137345,0.09392369,0.0037062676,0.0007565649],"about_ca_topic_score_codex":0.000112537185,"about_ca_topic_score_gemma":0.00019521723,"teacher_disagreement_score":0.23570096,"about_ca_system_score_codex":0.0038276357,"about_ca_system_score_gemma":0.0008400631,"threshold_uncertainty_score":0.9999965},"labels":[],"label_agreement":null},{"id":"W4389395817","doi":"10.1177/12063312231210160","title":"Between Taking and Making Place: Exploring the Linkages Between Serres’ <i>Le Parasite</i> and the Research Practice of Creative Intervention","year":2023,"lang":"en","type":"article","venue":"Space and Culture","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Scholarship; Sociology; Intervention (counseling); Space (punctuation); Aesthetics; Dystopia; Poetry; Participant observation; Epistemology; Social science; Psychology; Art; Computer science; Political science; Philosophy; Literature; Law","score_opus":0.6904690384651654,"score_gpt":0.6555702494987103,"score_spread":0.03489878896645504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389395817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975138,0.001474898,0.00010962996,0.016158564,0.000037286947,0.00042576046,0.000009573247,0.000033221047,0.0066130594],"genre_scores_gemma":[0.99671537,0.0013841331,0.00020746561,0.000023860857,0.00026627924,0.00006141005,0.0000016611539,0.0000077605055,0.0013320611],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9948952,0.0038502293,0.0001414985,0.00020831454,0.00056908984,0.00033565675],"domain_scores_gemma":[0.9955922,0.0039341324,0.00012183308,0.00012431858,0.00014537851,0.000082139646],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013545615,0.00008100409,0.00017387878,0.000056160014,0.0013129782,0.000216991,0.00017473793,0.00007520244,0.0000048694783],"category_scores_gemma":[0.0060487366,0.000046608806,0.000033629145,0.0005257666,0.0012264447,0.00043947817,0.00025852275,0.00048050587,0.000003184443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011393973,0.00002518832,0.1863044,0.00016552293,0.00026259874,0.0000113402975,0.730244,0.0000073810797,0.00048829097,0.044005968,0.0034553187,0.0349161],"study_design_scores_gemma":[0.001099413,0.00018723113,0.23889846,0.0005171979,0.00013017755,0.0000014229385,0.5727504,0.00009663746,0.001440382,0.010888314,0.17380108,0.00018929425],"about_ca_topic_score_codex":0.0017023858,"about_ca_topic_score_gemma":0.0002547888,"teacher_disagreement_score":0.17034575,"about_ca_system_score_codex":0.000025233201,"about_ca_system_score_gemma":0.000063050364,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W4389619614","doi":"10.1177/01417789231205297","title":"solidarity through mail-based participatory visual research: exploring queer and feminist futures through an art, activism and archiving project with 2SLGBTQ+ youth amidst COVID-19","year":2023,"lang":"en","type":"article","venue":"Feminist Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Mount Allison University; University of Toronto","keywords":"Solidarity; Queer; Sociology; Citizen journalism; Gender studies; Media studies; Participatory action research; Photovoice; Politics; Political science; Visual arts; Anthropology; Law; Art","score_opus":0.8701970975353429,"score_gpt":0.6635390817135689,"score_spread":0.206658015821774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389619614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8987658,0.024097858,0.0021491055,0.010170143,0.0005874657,0.0089053875,0.00034126805,0.00207808,0.05290491],"genre_scores_gemma":[0.9602645,0.031583093,0.0022502015,0.002739858,0.0005714775,0.0019228574,0.000045907804,0.00012040483,0.00050167425],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860267,0.00810769,0.00065751007,0.0012394784,0.0020733837,0.0018952347],"domain_scores_gemma":[0.99446076,0.0032825943,0.00024161543,0.0007244453,0.00018675992,0.0011038102],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.020357616,0.00045755654,0.00091331615,0.00022824362,0.003134761,0.0005829652,0.00059510104,0.00016700073,0.00007348643],"category_scores_gemma":[0.008595692,0.00038383418,0.00011407267,0.0019685426,0.003827534,0.0010328519,0.0004159421,0.0010335089,0.00005871579],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013350287,0.0014268237,0.0653777,0.024522014,0.00042867716,0.001135129,0.7657982,0.000019815903,0.0007854946,0.07510688,0.0205005,0.04356372],"study_design_scores_gemma":[0.0010507954,0.001303775,0.004461274,0.004616348,0.0002266784,0.000014574984,0.10068931,0.00023821184,0.00032575702,0.0026934422,0.88326734,0.0011125145],"about_ca_topic_score_codex":0.0023325798,"about_ca_topic_score_gemma":0.0019235114,"teacher_disagreement_score":0.8627668,"about_ca_system_score_codex":0.00037684906,"about_ca_system_score_gemma":0.0029250386,"threshold_uncertainty_score":0.99986136},"labels":[],"label_agreement":null},{"id":"W4389816327","doi":"10.1111/chso.12826","title":"Doing and undoing gendered racism with racialized girls: A school‐based youth participatory action research study","year":2023,"lang":"en","type":"article","venue":"Children & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Participatory action research; Sociology; Action research; Transformative learning; Gender studies; Racism; Undoing; Dialogic; Pedagogy; Psychology; Anthropology","score_opus":0.7509962521812612,"score_gpt":0.6472436956568736,"score_spread":0.10375255652438764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389816327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957885,0.00018143158,0.0006563479,0.00031105898,0.00010550733,0.0015844966,0.000013163343,0.0004467401,0.00091272005],"genre_scores_gemma":[0.99727565,0.000104080056,0.0015526994,0.00009995726,0.00035269235,0.0002763324,0.000011204106,0.000050279123,0.00027712656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99027413,0.005133426,0.00034235496,0.00073106046,0.0020785609,0.0014404916],"domain_scores_gemma":[0.99719846,0.0011864369,0.00011624905,0.00044342843,0.0003359625,0.0007194763],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019700872,0.00022432378,0.00035758605,0.00019182469,0.0031580215,0.00043260108,0.00038479644,0.00018203468,0.000089288704],"category_scores_gemma":[0.0020167083,0.0002035771,0.00014080219,0.0023389524,0.001149199,0.00047831782,0.00022356171,0.0009052616,0.00009443003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003318197,0.0005969083,0.6150087,0.000057137506,0.00043700612,0.000023844226,0.3700548,0.00013638561,0.0016461738,0.00042827887,0.0027100027,0.00856889],"study_design_scores_gemma":[0.004297168,0.00047679784,0.63683736,0.00010197776,0.00014616849,8.668417e-7,0.3533189,0.0012818258,0.00077850197,0.00038733374,0.001822814,0.00055028626],"about_ca_topic_score_codex":0.0017975712,"about_ca_topic_score_gemma":0.0009121749,"teacher_disagreement_score":0.021828622,"about_ca_system_score_codex":0.00046590553,"about_ca_system_score_gemma":0.0013041977,"threshold_uncertainty_score":0.99813974},"labels":[],"label_agreement":null},{"id":"W4389966606","doi":"10.54916/rae.130334","title":"Animated Video-Making","year":2023,"lang":"en","type":"article","venue":"Research in Arts and Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Digital storytelling; Narrative; Storytelling; Visual arts; Inclusion (mineral); The arts; Public engagement; Sociology; Multimedia; Media studies; Psychology; Computer science; Public relations; Art; Political science; Social science","score_opus":0.9154585947571584,"score_gpt":0.780403772955824,"score_spread":0.13505482180133443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389966606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9216023,0.00019202531,0.000008621176,0.0068848697,0.0001880586,0.00029050023,6.7028566e-7,0.00006104376,0.07077187],"genre_scores_gemma":[0.9969334,0.00038004658,0.00020203907,0.000035204037,0.00018792786,0.00010893052,0.0000019627864,0.0000062751337,0.002144192],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972901,0.0012514326,0.00010628824,0.00017631288,0.0006039816,0.00057192583],"domain_scores_gemma":[0.9988319,0.00071669224,0.00001366451,0.0001052604,0.00015913649,0.00017331331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013285396,0.000035988236,0.00006192854,0.0004940378,0.0005277621,0.00015792775,0.00011931892,0.00004574006,0.0001186515],"category_scores_gemma":[0.0028832718,0.000035890156,0.000009690941,0.0015867004,0.00039939262,0.0002195467,0.00006738775,0.00020148246,0.0001997159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004165706,0.00025449606,0.04666631,0.00009825583,0.0000067723763,0.000015930485,0.07331463,0.0000073941665,0.004623862,0.29470724,0.04226242,0.53800106],"study_design_scores_gemma":[0.00015438578,0.00007450443,0.18888323,0.00024091214,0.0000013710192,5.6668404e-7,0.0516231,0.0015214671,0.00034516104,0.10253659,0.6544648,0.0001539459],"about_ca_topic_score_codex":0.0016664683,"about_ca_topic_score_gemma":0.00080508937,"teacher_disagreement_score":0.61220235,"about_ca_system_score_codex":0.00016995035,"about_ca_system_score_gemma":0.0009115018,"threshold_uncertainty_score":0.46044797},"labels":[],"label_agreement":null},{"id":"W4390063142","doi":"10.1093/heapro/daad174","title":"Process and experience of youth researchers within a Health Promoting Schools study in Nova Scotia, Canada","year":2023,"lang":"en","type":"review","venue":"Health Promotion International","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of King's College","funders":"Canadian Institutes of Health Research; Dalhousie University; Public Health Agency; Public Health Agency of Canada","keywords":"Participatory action research; Nova scotia; Focus group; Psychology; Action research; Youth engagement; Qualitative research; Photo elicitation; Medical education; Positive Youth Development; Pedagogy; Sociology; Medicine; Public relations; Developmental psychology; Political science","score_opus":0.8671404798554486,"score_gpt":0.7412097000958001,"score_spread":0.1259307797596485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390063142","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13440362,0.8218522,0.00017019737,0.009380761,0.0036191386,0.028827352,0.0006229195,0.00026805967,0.00085572153],"genre_scores_gemma":[0.14652842,0.8498043,0.00061376614,0.00013872303,0.0005325923,0.001374425,0.00012533688,0.00014387709,0.0007385941],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98755157,0.006612037,0.0016688509,0.00068742124,0.002617973,0.0008621555],"domain_scores_gemma":[0.99716043,0.00045429313,0.0011306396,0.00021735374,0.00043370496,0.0006035578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020789523,0.0002335884,0.0010374491,0.0006163154,0.00031522696,0.00009027019,0.0007037164,0.00012111088,0.00006649228],"category_scores_gemma":[0.008322327,0.00022559897,0.00005687179,0.0015205151,0.00024473722,0.0002783223,0.00019181642,0.0009970736,0.00000832294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003342106,0.0014156334,0.030277224,0.03369269,0.00017691062,0.000040852065,0.473453,0.000009335985,1.6190808e-7,0.000980948,0.00023408326,0.45968574],"study_design_scores_gemma":[0.0034943176,0.0045893514,0.0137687465,0.1879775,0.00008622635,0.000018182363,0.7178031,0.00096847164,0.000005586845,0.0009599788,0.06816362,0.002164934],"about_ca_topic_score_codex":0.8240443,"about_ca_topic_score_gemma":0.9277478,"teacher_disagreement_score":0.4575208,"about_ca_system_score_codex":0.0030911048,"about_ca_system_score_gemma":0.033898678,"threshold_uncertainty_score":0.9963204},"labels":[],"label_agreement":null},{"id":"W4390081109","doi":"10.1177/27538702231221859","title":"The ethnographic B movie: Centering the uncertain, absurd and low quality in collaborative filmmaking","year":2023,"lang":"en","type":"article","venue":"DIY Alternative Cultures & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Filmmaking; Ethnography; Narrative; Sociology; Absurdity; Aesthetics; Context (archaeology); Meaning (existential); Visual arts; Epistemology; Media studies; Art; History; Anthropology; Literature; Philosophy; Movie theater","score_opus":0.4561872604436939,"score_gpt":0.6343578290377352,"score_spread":0.1781705685940413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99062836,0.0014943135,0.00006334039,0.004183631,0.0002981585,0.0006479669,0.000036924903,0.00009637587,0.0025509158],"genre_scores_gemma":[0.99284583,0.0056933346,0.00012374438,0.0004280077,0.00019491377,0.00020659209,0.0000042783076,0.000013585204,0.0004897376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945605,0.0032305655,0.00028858252,0.00034790332,0.00086369895,0.0007087497],"domain_scores_gemma":[0.99643964,0.002739588,0.0001606725,0.00021174747,0.0003152377,0.00013312422],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009643233,0.0001637969,0.00020044195,0.0000309465,0.0025422208,0.00036694508,0.00058731413,0.00009444275,0.000013283339],"category_scores_gemma":[0.0032306816,0.000095042524,0.00014070215,0.0017686606,0.0019246608,0.0002491406,0.00026937682,0.00052617013,0.000008175409],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006239041,0.00006291513,0.03369562,0.000045337616,0.00022848402,0.000014268221,0.89825666,0.00028996507,0.0028001117,0.048484433,0.0075874277,0.00847241],"study_design_scores_gemma":[0.00077532587,0.000053964315,0.18041214,0.0001638253,0.00001562878,2.9592414e-7,0.6952847,0.003934954,0.0011191131,0.01619545,0.10163358,0.0004109779],"about_ca_topic_score_codex":0.0027194775,"about_ca_topic_score_gemma":0.007526952,"teacher_disagreement_score":0.20297189,"about_ca_system_score_codex":0.00019078178,"about_ca_system_score_gemma":0.00016914705,"threshold_uncertainty_score":0.99875635},"labels":[],"label_agreement":null},{"id":"W4390104897","doi":"10.33524/cjar.v22i3.589","title":"Social Portraiture: Decolonizing Ways of Knowing in Education through Arts-Based Participatory Action Research","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transformative learning; Participatory action research; Sociology; The arts; Action research; Citizen journalism; Action (physics); Pedagogy; Democracy; Social change; Visual arts; Politics; Political science; Art","score_opus":0.9453156453427286,"score_gpt":0.7372266845039193,"score_spread":0.20808896083880934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390104897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9388196,0.00037213883,0.00008183832,0.05377591,0.0007627113,0.0005488866,0.0000047638255,0.000007530181,0.0056266245],"genre_scores_gemma":[0.9983697,0.00002332493,0.00016070828,0.00037091583,0.0006575973,0.000110207846,0.0000013729638,0.000019080717,0.0002871037],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98010534,0.014611559,0.0005550367,0.00019906105,0.0033158916,0.001213098],"domain_scores_gemma":[0.99507976,0.0022390457,0.00024258225,0.00021796148,0.0017614816,0.00045915597],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.067671485,0.00008739792,0.00022023734,0.001458916,0.0059623173,0.00017427282,0.0008153368,0.00013354368,0.00077760796],"category_scores_gemma":[0.006742786,0.00008339571,0.00011389436,0.0031009843,0.0014769624,0.0005085099,0.00006303631,0.0035727697,0.000009162232],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0015816872,0.0014331229,0.06457319,0.00029364787,0.00024276852,0.0005565302,0.3708859,0.004912873,0.030470757,0.15230228,0.20179923,0.17094801],"study_design_scores_gemma":[0.00062936853,0.0006242928,0.032444548,0.00008633592,0.000018746112,0.000015314401,0.17588201,0.00035910512,0.0075055235,0.025524655,0.756708,0.0002020727],"about_ca_topic_score_codex":0.10976895,"about_ca_topic_score_gemma":0.33684996,"teacher_disagreement_score":0.5549088,"about_ca_system_score_codex":0.005162349,"about_ca_system_score_gemma":0.037673987,"threshold_uncertainty_score":0.998726},"labels":[],"label_agreement":null},{"id":"W4390104943","doi":"10.33524/cjar.v22i3.584","title":"Spreadable Action: Mapping Connections between the Arts and Action Research through an Arts-Based Research Exhibition","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Exhibition; The arts; Context (archaeology); Action research; Sociology; Action (physics); Inclusion (mineral); Immigration; Visual arts; Pandemic; Perception; Coronavirus disease 2019 (COVID-19); Pedagogy; Media studies; Psychology; Political science; Gender studies; Art; Medicine; History","score_opus":0.9563875805474535,"score_gpt":0.7316080538089372,"score_spread":0.2247795267385163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390104943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9054061,0.00040554788,0.00068953144,0.07896873,0.0007942067,0.0013215854,0.000032516196,0.000031380583,0.012350372],"genre_scores_gemma":[0.9954013,0.00022812623,0.00020289696,0.000111610614,0.0018507219,0.00020865533,0.0000059427493,0.000035009445,0.001955739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9573909,0.03364966,0.00054725184,0.0004267663,0.0059094476,0.0020759557],"domain_scores_gemma":[0.98514223,0.008900363,0.00020505064,0.0006405087,0.0038062003,0.0013056331],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14511497,0.0001496682,0.0002625324,0.002004267,0.035051282,0.0012685955,0.0012388394,0.00017684823,0.0020221255],"category_scores_gemma":[0.008655526,0.00011776873,0.000111662506,0.0050311983,0.0040634433,0.0015468862,0.00019784473,0.0068280664,0.000043447708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002679765,0.0011048374,0.03857933,0.00031751962,0.0009693964,0.00072829844,0.20497122,0.006145623,0.051102247,0.1628199,0.3190246,0.21155727],"study_design_scores_gemma":[0.00042942652,0.0009930568,0.010258787,0.000062930536,0.000017767306,0.000053080494,0.16980983,0.0004254525,0.003658037,0.022696145,0.7914318,0.00016370877],"about_ca_topic_score_codex":0.191682,"about_ca_topic_score_gemma":0.35344627,"teacher_disagreement_score":0.4724072,"about_ca_system_score_codex":0.0047030337,"about_ca_system_score_gemma":0.012395618,"threshold_uncertainty_score":0.9997682},"labels":[],"label_agreement":null},{"id":"W4390105017","doi":"10.33524/cjar.v22i2.578","title":"Walking with Water: (Re)Making Pedagogical Relations through Walking and Artmaking","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metaphor; Sociology; Pedagogy; Action research; Action (physics); Mathematics education; Psychology; Visual arts; Epistemology; Art; Philosophy; Linguistics","score_opus":0.8809842457740529,"score_gpt":0.6974549169293145,"score_spread":0.18352932884473838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390105017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94006264,0.00073672214,0.0015110037,0.020563053,0.00023959957,0.00019111163,0.0000015789465,0.000011592741,0.036682688],"genre_scores_gemma":[0.9963541,0.00008433618,0.001544999,0.00010518565,0.00040887602,0.0000052323353,3.8475355e-7,0.000013439123,0.0014834241],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.993018,0.004384316,0.00026188118,0.00016201426,0.0013217303,0.0008520698],"domain_scores_gemma":[0.9965376,0.0014718185,0.00008823825,0.0001721546,0.0012009209,0.0005292559],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014702462,0.00007888551,0.00015763777,0.0002743556,0.0042899298,0.0006479929,0.00030291412,0.00009427271,0.0010067686],"category_scores_gemma":[0.0043619624,0.000049789687,0.00005074127,0.00072342844,0.0010041214,0.0006039036,0.000052610536,0.0013268654,0.000018793218],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029916485,0.00009657702,0.046817616,0.00007800469,0.00038523838,0.0032326286,0.6485338,0.0007158885,0.012711516,0.15904182,0.0033557916,0.12473195],"study_design_scores_gemma":[0.00071983837,0.00036400583,0.020152804,0.0005598182,0.00006355889,0.00042294984,0.23362435,0.00025565,0.0081755165,0.037119005,0.6982003,0.00034220464],"about_ca_topic_score_codex":0.011584666,"about_ca_topic_score_gemma":0.3719337,"teacher_disagreement_score":0.6948445,"about_ca_system_score_codex":0.0007414919,"about_ca_system_score_gemma":0.004608323,"threshold_uncertainty_score":0.9999064},"labels":[],"label_agreement":null},{"id":"W4390105089","doi":"10.33524/cjar.v22i2.603","title":"Action Learning / Action Research Publications Webinar – May 12, 2022","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publication; Publishing; Action (physics); Action research; Advice (programming); Register (sociolinguistics); Computer science; Public relations; Library science; Medical education; Management; Sociology; Political science; Pedagogy; Medicine; Law; Economics","score_opus":0.9380457129011248,"score_gpt":0.7475487958243943,"score_spread":0.19049691707673055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390105089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8271818,0.00053709414,0.00026965537,0.108260624,0.0021437905,0.0011452724,0.000017136455,0.000064630236,0.060379997],"genre_scores_gemma":[0.94943637,0.00031547935,0.000079318896,0.000045109242,0.0009477177,0.00014836508,0.0000039962183,0.000028927276,0.048994727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96140456,0.031209812,0.00044207505,0.00027980722,0.0051194113,0.0015443404],"domain_scores_gemma":[0.9919949,0.0030285113,0.00024703075,0.00040663208,0.0028880972,0.0014348167],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10016242,0.00010593681,0.00018440373,0.0028706263,0.020728372,0.0008412313,0.0014460534,0.00012750408,0.008641526],"category_scores_gemma":[0.016242435,0.00009774345,0.0001318634,0.0045145447,0.001579267,0.00097050966,0.0001725011,0.006975011,0.00016391072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009588156,0.0004581889,0.028259372,0.000071230206,0.00033619287,0.00021269443,0.05279272,0.0045410753,0.03851994,0.08235252,0.5691199,0.22237737],"study_design_scores_gemma":[0.00019629954,0.00040844193,0.0072045713,0.0000107632,0.0000074602203,0.00003756873,0.07693917,0.00026044328,0.00082322065,0.0026473675,0.9113748,0.00008987769],"about_ca_topic_score_codex":0.11684492,"about_ca_topic_score_gemma":0.37308952,"teacher_disagreement_score":0.34225494,"about_ca_system_score_codex":0.007023179,"about_ca_system_score_gemma":0.016994653,"threshold_uncertainty_score":0.9967887},"labels":[{"model":"gemma","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4390112634","doi":"10.1177/10497323231210495","title":"Alongside: Exploring the Meaningfulness of Significant Moments in Others’ Lives Through Observation and Interview","year":2023,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Sjællands Universitetshospital; Region Sjælland","keywords":"Lifeworld; Objectification; Intentionality; Meaning (existential); Existentialism; Lived experience; Psychology; Phenomenology (philosophy); Social psychology; Qualitative research; Epistemology; Aesthetics; Sociology; Psychotherapist; Social science","score_opus":0.984249902136019,"score_gpt":0.7947205701342522,"score_spread":0.1895293320017668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390112634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804515,0.00053257775,0.0005905122,0.01644102,0.000086824824,0.0010454503,0.000009410437,0.000035406796,0.0008072665],"genre_scores_gemma":[0.99606436,0.0017147085,0.0007323302,0.0001447744,0.000045533056,0.000755701,0.0000024061917,0.000017382079,0.0005228255],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9513143,0.04493686,0.00056469423,0.00034341236,0.0018070893,0.0010336862],"domain_scores_gemma":[0.98520803,0.013819033,0.00012663777,0.00022082745,0.000424161,0.00020131875],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.106343955,0.00008963496,0.00028363403,0.000302303,0.0007296464,0.000062007945,0.00038698985,0.000035964444,0.000040519237],"category_scores_gemma":[0.01586312,0.00006935039,0.000032246633,0.002975707,0.0013708525,0.00046858285,0.00019589586,0.00050132157,0.000033230375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032178003,0.000050416038,0.0019474187,0.00029184672,0.000012828039,0.0000047739595,0.8949515,0.0000040517093,0.0001344527,0.0795861,0.00031197583,0.022672433],"study_design_scores_gemma":[0.00024628526,0.00028573791,0.0438333,0.00040696657,0.0000010264937,6.8256085e-8,0.89708763,0.00018149549,0.00047883583,0.052788407,0.004607928,0.00008230532],"about_ca_topic_score_codex":0.017973812,"about_ca_topic_score_gemma":0.003120816,"teacher_disagreement_score":0.090480834,"about_ca_system_score_codex":0.00033994,"about_ca_system_score_gemma":0.00075931696,"threshold_uncertainty_score":0.9924267},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4390117027","doi":"10.33524/cjar.v23i3.691","title":"Lenette, C. (2022). Participatory action research: Ethics and decolonization. Oxford University Press.","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Decolonization; Participatory action research; Action research; Citizen journalism; Sociology; Political science; Action (physics); Pedagogy; Law; Anthropology; Politics","score_opus":0.9496587937352465,"score_gpt":0.7101934313929966,"score_spread":0.2394653623422499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390117027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95491654,0.0003482599,0.00014738386,0.036222134,0.00057827623,0.00047409942,0.000010919925,0.00003229878,0.007270091],"genre_scores_gemma":[0.9884448,0.003082854,0.000059923135,0.000059237766,0.00042667228,0.0000069412367,0.0000010626965,0.0000166005,0.007901901],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9747963,0.021242043,0.00024008888,0.0001923238,0.002376561,0.0011526713],"domain_scores_gemma":[0.9889558,0.006529277,0.00010796893,0.00024425233,0.002815767,0.0013469581],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08458514,0.00007676116,0.00014258179,0.0012407979,0.0074382355,0.00037500926,0.00067336205,0.00024838408,0.00023141202],"category_scores_gemma":[0.026704947,0.00006850188,0.000050452767,0.0028586432,0.00268015,0.00059441343,0.00010212186,0.0036351054,0.000032245018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009989201,0.00017522239,0.055914596,0.00027986604,0.00045929567,0.0012426261,0.18295291,0.0018685077,0.005580075,0.17451029,0.4644615,0.11155619],"study_design_scores_gemma":[0.00021621358,0.00017453682,0.029992329,0.000036496298,0.000010839811,0.0000061895157,0.035438437,0.0005219556,0.0006445008,0.0029184048,0.9299583,0.00008180983],"about_ca_topic_score_codex":0.06972821,"about_ca_topic_score_gemma":0.45747426,"teacher_disagreement_score":0.46549678,"about_ca_system_score_codex":0.0016090656,"about_ca_system_score_gemma":0.012006586,"threshold_uncertainty_score":0.99866354},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":true,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4390200602","doi":"10.1002/alz.077367","title":"Designing Attitudinal Environments to Address Stigma: Virtual Film Screenings and Panel Discussions on Dementia in a Health Promotion Program","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alzheimer Society of Canada; Electronic Arts (Canada); Jewish General Hospital; McGill University","funders":"","keywords":"Dementia; Stigma (botany); Outreach; Mental health; Psychology; Public relations; Medicine; Nursing; Psychiatry; Political science; Disease","score_opus":0.5229717115343708,"score_gpt":0.5563034212332101,"score_spread":0.03333170969883925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390200602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701593,0.0049082194,0.006802717,0.008966804,0.00051987194,0.0068826936,0.000047424193,0.00056123687,0.0011517683],"genre_scores_gemma":[0.9917029,0.00011027389,0.007151,0.00013790418,0.000071896604,0.00070263713,0.00002036106,0.000027906199,0.000075107004],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99538004,0.0016258142,0.00040824933,0.00057424814,0.000942831,0.0010688276],"domain_scores_gemma":[0.9988205,0.00022404756,0.00012058149,0.00021263036,0.000021621227,0.0006006339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045375037,0.00019618339,0.00024371139,0.0003085233,0.000943852,0.00014226786,0.0002877193,0.00008301906,0.00016577326],"category_scores_gemma":[0.00044060775,0.00018351432,0.000047704914,0.00084556773,0.000264738,0.00030473032,0.00028018735,0.0002491952,0.00017388105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002314529,0.0020007389,0.16567607,0.000030668125,0.0033886342,0.000076934,0.03142709,0.00051124295,0.0061397296,0.0052852686,0.006387311,0.77884483],"study_design_scores_gemma":[0.0017956861,0.0038600145,0.9189778,0.00052381563,0.0014018208,0.0000010727755,0.008259779,0.0020245793,0.0052201888,0.0005390425,0.056490242,0.0009059493],"about_ca_topic_score_codex":0.0012051907,"about_ca_topic_score_gemma":0.0010003177,"teacher_disagreement_score":0.7779389,"about_ca_system_score_codex":0.00004633755,"about_ca_system_score_gemma":0.00015577536,"threshold_uncertainty_score":0.74834967},"labels":[],"label_agreement":null},{"id":"W4391321349","doi":"10.1177/14744740241227442","title":"‘Y Compartimos. . .’: the collective creation of performed fiction in practice","year":2024,"lang":"en","type":"article","venue":"Cultural Geographies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Social Sciences and Humanities Research Council of Canada; International Development Research Centre; School of Cities, University of Toronto","keywords":"Storytelling; Futures contract; Animation; Style (visual arts); Narrative; Visual arts; Geopolitics; Sociology; Media studies; Aesthetics; History; Art; Literature; Political science; Politics","score_opus":0.3836924225112243,"score_gpt":0.6098458587231737,"score_spread":0.22615343621194933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391321349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9034848,0.001869132,0.00003208682,0.0025477076,0.00027343348,0.00040924182,0.0000036871113,0.00006988556,0.09130998],"genre_scores_gemma":[0.99790156,0.0007872079,0.00022731032,0.000027417038,0.000079668986,0.0000765246,0.0000021958292,0.00000368157,0.00089442264],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980038,0.0010433737,0.000172654,0.00013655677,0.0004124429,0.00023120653],"domain_scores_gemma":[0.998416,0.0011743811,0.000045427452,0.00007866784,0.00023675033,0.00004876781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002461553,0.00006410235,0.0001044094,0.00017545214,0.00037823306,0.00013874182,0.00013550317,0.00005055265,0.00006951624],"category_scores_gemma":[0.00272778,0.00003988268,0.000066418186,0.0023318117,0.0008723838,0.0006510121,0.000024661498,0.00018689147,0.000011566657],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046632023,0.00036464553,0.086269684,0.0001546169,0.00035213897,0.000018739962,0.6503972,0.00033926553,0.008507334,0.19432952,0.023045642,0.03575493],"study_design_scores_gemma":[0.00032434106,0.00024105971,0.3154585,0.00021857998,0.000110803834,0.0000029269036,0.27706152,0.0024233717,0.0038922352,0.003930199,0.39608842,0.00024801854],"about_ca_topic_score_codex":0.0022675456,"about_ca_topic_score_gemma":0.0018710968,"teacher_disagreement_score":0.37333563,"about_ca_system_score_codex":0.000093388655,"about_ca_system_score_gemma":0.00016045128,"threshold_uncertainty_score":0.34278658},"labels":[],"label_agreement":null},{"id":"W4391329362","doi":"10.26443/ijwpc.v11i1.428","title":"Some Reflections on Whole Person Research","year":2024,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Medical physics; Medicine","score_opus":0.7733046520842938,"score_gpt":0.7140984611069614,"score_spread":0.059206190977332374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391329362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7847968,0.009259563,0.0003248039,0.07460897,0.010732355,0.00035711846,0.00015583244,0.0001343138,0.11963027],"genre_scores_gemma":[0.986943,0.0001661242,0.00044275902,0.00019567701,0.00562942,0.000012626834,0.0000039967927,0.000023528804,0.006582857],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99464124,0.0012779736,0.0002394102,0.00023463422,0.0031636439,0.00044308635],"domain_scores_gemma":[0.99674135,0.000850407,0.00007211762,0.00012285305,0.0019034247,0.00030985943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045024133,0.00010632251,0.00015738004,0.0009536444,0.00047719566,0.0006331736,0.0007917541,0.000115054245,0.00030725298],"category_scores_gemma":[0.0026336005,0.0000955611,0.00023669978,0.00051825267,0.00037957632,0.0007172183,0.000045501998,0.0010842871,0.00042848752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039157397,0.00026467894,0.0021402508,0.00009134091,0.0006770213,0.0021000886,0.4991303,0.0003752485,0.04549389,0.11447989,0.12241528,0.21244043],"study_design_scores_gemma":[0.00031407923,0.00049498014,0.0014183786,0.00049541483,0.000018451756,0.000025238352,0.26474813,0.00018200852,0.0016335436,0.0014712623,0.72906035,0.00013816335],"about_ca_topic_score_codex":0.00043366238,"about_ca_topic_score_gemma":0.00026007983,"teacher_disagreement_score":0.6066451,"about_ca_system_score_codex":0.0017676441,"about_ca_system_score_gemma":0.0012698163,"threshold_uncertainty_score":0.6105708},"labels":[],"label_agreement":null},{"id":"W4391530073","doi":"10.46743/2160-3715/2024.6266","title":"Visual Methods for Qualitative Research with Older Refugees: Reflection on Strengths and Drawbacks","year":2024,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Qualitative research; Refugee; Visual research; Psychology; Visual methods; Photo elicitation; Reflection (computer programming); Photovoice; Sociology; Epistemology; Cognitive science; Social science; Computer science; Political science; Visual arts; Anthropology","score_opus":0.7414736728219633,"score_gpt":0.8321188762405333,"score_spread":0.09064520341856996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391530073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6325254,0.0022061921,0.27636957,0.017317247,0.000850076,0.0051323725,0.000049303962,0.00055127795,0.06499857],"genre_scores_gemma":[0.9047399,0.00011439031,0.06596539,0.00013761298,0.0006218733,0.0016687535,0.00001601386,0.000095281095,0.026640795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9530883,0.043224044,0.0005395022,0.00077380706,0.0015104812,0.000863863],"domain_scores_gemma":[0.92714584,0.07107676,0.00014815426,0.00035339702,0.0009980208,0.0002778603],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14201768,0.00021224054,0.0003470443,0.00032617044,0.0015782893,0.00035563408,0.00024333548,0.00014427527,0.00006858784],"category_scores_gemma":[0.041754,0.00013343828,0.00009763477,0.0014531085,0.0027698257,0.00035453515,0.00007940149,0.0007799277,0.000028227934],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042616948,0.00008650192,0.0000060848847,0.00009201447,0.00018369216,0.000042556432,0.7250989,0.0000018399094,0.0012488641,0.23661214,0.0014408363,0.034760375],"study_design_scores_gemma":[0.00029047581,0.002040118,0.00008202056,0.00029235997,0.000049006798,0.000014618632,0.64492124,0.0003435312,0.0050353007,0.12428044,0.22236146,0.00028943093],"about_ca_topic_score_codex":0.0009498901,"about_ca_topic_score_gemma":0.0003360484,"teacher_disagreement_score":0.27221447,"about_ca_system_score_codex":0.0004558276,"about_ca_system_score_gemma":0.0012468614,"threshold_uncertainty_score":0.9999441},"labels":[{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4391598816","doi":"10.32920/25164302","title":"Latin AmeriCan: Collecting Histories of Mexican Immigration to Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Consejo Nacional de Ciencia y Tecnología, Paraguay; Consejo Nacional de Ciencia y Tecnología","keywords":"Latin Americans; Immigration; Citizen journalism; Narrative; Refugee; Diversity (politics); Political science; Library science; Gender studies; Geography; Sociology; Law; Art","score_opus":0.4884525695269333,"score_gpt":0.6200192675409532,"score_spread":0.13156669801401988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391598816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83569616,0.00016881652,0.0009967954,0.013161823,0.0020840971,0.0009043438,0.000067859735,0.00013997772,0.1467801],"genre_scores_gemma":[0.96187,0.000007791776,0.0060871127,0.0001249638,0.00017893648,0.000093778785,0.0000022557065,0.0000144161895,0.03162073],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734026,0.0007413868,0.00030377205,0.00031245622,0.00095098215,0.00035113265],"domain_scores_gemma":[0.99847686,0.0006390328,0.00013354393,0.0002109056,0.00026691414,0.00027272323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062421,0.000117965166,0.00031844815,0.00013773057,0.00020388394,0.00006500615,0.00030889115,0.000068266396,0.00013800895],"category_scores_gemma":[0.0041482374,0.00011649788,0.000057786085,0.0008257505,0.0002621799,0.0000142497265,0.00045934352,0.00037104476,0.0000039139013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014079748,0.0001239194,0.02657194,0.0008203684,0.00040182733,0.000050841176,0.41416082,0.00086325593,0.005761241,0.21672072,0.22698157,0.10740271],"study_design_scores_gemma":[0.00009014769,0.00023533656,0.0074619264,0.00024575283,0.00009607182,8.3107125e-8,0.14476717,0.0016375092,0.016266385,0.008749036,0.81955636,0.00089424127],"about_ca_topic_score_codex":0.99525326,"about_ca_topic_score_gemma":0.99846995,"teacher_disagreement_score":0.5925748,"about_ca_system_score_codex":0.0020489641,"about_ca_system_score_gemma":0.011596142,"threshold_uncertainty_score":0.9940072},"labels":[],"label_agreement":null},{"id":"W4391603143","doi":"10.1080/14036096.2024.2311426","title":"Picturing a Home: A New Perspective on Home-Making Through Photo-Elicitation","year":2024,"lang":"en","type":"article","venue":"Housing Theory and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photo elicitation; Perspective (graphical); Negotiation; Narrative; Focus group; Process (computing); Visual methods; Space (punctuation); Focus (optics); Sociology; Psychology; Computer science; Knowledge management; Cognitive science; Art; Artificial intelligence; Social science","score_opus":0.31195900106015256,"score_gpt":0.5855026652299531,"score_spread":0.2735436641698005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391603143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226659,0.0020345764,0.03514212,0.00075440714,0.0005305704,0.00032309865,0.00000428729,0.00044577383,0.03809929],"genre_scores_gemma":[0.99476117,0.00028226554,0.002984488,0.0005687378,0.00050506863,0.000012390059,4.2172462e-7,0.000024437299,0.0008610309],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974436,0.0012550935,0.00012365014,0.0003470024,0.00041102731,0.000419614],"domain_scores_gemma":[0.9977756,0.0018899649,0.000032478394,0.00011940432,0.000060585677,0.00012194811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046582334,0.00012594729,0.00014983251,0.00004039982,0.0010186706,0.00037700642,0.000121867095,0.00011720609,0.00017419572],"category_scores_gemma":[0.00093415746,0.0001160147,0.00014173266,0.00041362358,0.00047594472,0.00039130973,0.00005388168,0.00033574275,0.00002979158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000437162,0.000018460107,0.000040407565,0.000026436148,0.000049689814,0.0000073498722,0.36118168,0.000011934286,0.00062129495,0.62944824,0.00047820024,0.0080725895],"study_design_scores_gemma":[0.00026951297,0.000112480375,0.0007809389,0.00040346695,0.00005009655,0.0000013497911,0.19496728,0.0010153293,0.0009110541,0.7810619,0.020115227,0.000311344],"about_ca_topic_score_codex":0.000229179,"about_ca_topic_score_gemma":0.000039112707,"teacher_disagreement_score":0.16621439,"about_ca_system_score_codex":0.00043085663,"about_ca_system_score_gemma":0.0003614281,"threshold_uncertainty_score":0.78348935},"labels":[],"label_agreement":null},{"id":"W4391615839","doi":"10.32920/25164302.v1","title":"Latin AmeriCan: Collecting Histories of Mexican Immigration to Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Consejo Nacional de Ciencia y Tecnología, Paraguay; Consejo Nacional de Ciencia y Tecnología","keywords":"Latin Americans; Immigration; Citizen journalism; Narrative; Diversity (politics); Refugee; Political science; Library science; Geography; Gender studies; Sociology; Law; Art","score_opus":0.4884525695269333,"score_gpt":0.6200192675409532,"score_spread":0.13156669801401988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391615839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83569616,0.00016881652,0.0009967954,0.013161823,0.0020840971,0.0009043438,0.000067859735,0.00013997772,0.1467801],"genre_scores_gemma":[0.96187,0.000007791776,0.0060871127,0.0001249638,0.00017893648,0.000093778785,0.0000022557065,0.0000144161895,0.03162073],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734026,0.0007413868,0.00030377205,0.00031245622,0.00095098215,0.00035113265],"domain_scores_gemma":[0.99847686,0.0006390328,0.00013354393,0.0002109056,0.00026691414,0.00027272323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062421,0.000117965166,0.00031844815,0.00013773057,0.00020388394,0.00006500615,0.00030889115,0.000068266396,0.00013800895],"category_scores_gemma":[0.0041482374,0.00011649788,0.000057786085,0.0008257505,0.0002621799,0.0000142497265,0.00045934352,0.00037104476,0.0000039139013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014079748,0.0001239194,0.02657194,0.0008203684,0.00040182733,0.000050841176,0.41416082,0.00086325593,0.005761241,0.21672072,0.22698157,0.10740271],"study_design_scores_gemma":[0.00009014769,0.00023533656,0.0074619264,0.00024575283,0.00009607182,8.3107125e-8,0.14476717,0.0016375092,0.016266385,0.008749036,0.81955636,0.00089424127],"about_ca_topic_score_codex":0.99525326,"about_ca_topic_score_gemma":0.99846995,"teacher_disagreement_score":0.5925748,"about_ca_system_score_codex":0.0020489641,"about_ca_system_score_gemma":0.011596142,"threshold_uncertainty_score":0.9940072},"labels":[],"label_agreement":null},{"id":"W4391645195","doi":"10.1177/10497323241227218","title":"Photos Sculpt the Stories of Youth: Using Photovoice to Holistically Capture the Lived Experiences and Pain of Youth Who Underwent Spinal Fusion Surgery","year":2024,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Thematic analysis; Medicine; Shame; Health care; Qualitative research; Psychology; Physical therapy; Social psychology","score_opus":0.9127684101643411,"score_gpt":0.7376272767011943,"score_spread":0.17514113346314675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391645195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855367,0.003626514,0.0034957319,0.0055665644,0.00017478634,0.0012668638,0.00007214544,0.000021433563,0.00023927166],"genre_scores_gemma":[0.9984977,0.00034420483,0.0005205922,0.000229345,0.00012848616,0.00013474305,0.0000020310326,0.000017282147,0.00012556612],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94518036,0.049604725,0.0006691997,0.00045620964,0.0030288368,0.0010606825],"domain_scores_gemma":[0.9705717,0.027438493,0.0001415787,0.0003223312,0.0010151247,0.0005107865],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.12374008,0.00015077548,0.00043675388,0.00027135777,0.0015701236,0.0001837967,0.00049151113,0.00009526047,0.000059213766],"category_scores_gemma":[0.036963657,0.00008930743,0.000094983494,0.002067588,0.004151105,0.00016507073,0.0002584927,0.0007068375,0.0000030575313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022610223,0.000053290052,0.00013433039,0.0003999546,0.000024292942,0.0000026087462,0.98891103,0.0000037981345,0.0005647173,0.0060255183,0.0002912624,0.0033630983],"study_design_scores_gemma":[0.000054609485,0.0004651552,0.00047348868,0.00073076726,0.000007210315,2.0484457e-7,0.9948845,0.0007005629,0.00061332487,0.00074745715,0.0012307107,0.00009200181],"about_ca_topic_score_codex":0.06691151,"about_ca_topic_score_gemma":0.0021633992,"teacher_disagreement_score":0.08677642,"about_ca_system_score_codex":0.00037562763,"about_ca_system_score_gemma":0.0038749117,"threshold_uncertainty_score":0.9997297},"labels":[],"label_agreement":null},{"id":"W4391772383","doi":"10.7202/1109084ar","title":"Stephanie Springgay, Feltness: Research-Creation, Socially Engaged Art, and Affective Pedagogies, Durham, NC: Duke University Press, 2022, 224 pp., 63 color illus, $25.95 (paper) ISBN 9781478018902","year":2024,"lang":"en","type":"article","venue":"RACAR Revue d art canadienne","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Sociology; Media studies; Art history","score_opus":0.3086104800087918,"score_gpt":0.4940146812757651,"score_spread":0.18540420126697327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391772383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86332357,0.007306278,0.00023806834,0.0064685014,0.0011692998,0.0027770104,0.0002985958,0.0006050944,0.117813565],"genre_scores_gemma":[0.8133161,0.008724529,0.00089285243,0.00014368775,0.0018277705,0.00013787793,0.000057234894,0.00012108253,0.17477883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873842,0.0084779505,0.00036017306,0.0010617268,0.00090800476,0.0018079716],"domain_scores_gemma":[0.99292547,0.0046748635,0.000113482085,0.0005019143,0.00060534006,0.0011789558],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.016918646,0.0003258895,0.00051181315,0.00031373458,0.0034553094,0.00042639227,0.0007109066,0.00032706375,0.00054231577],"category_scores_gemma":[0.009469571,0.0003724834,0.00015874943,0.0013885513,0.0019670196,0.0011097285,0.00044768464,0.0017993522,0.00019912985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004162965,0.0003063854,0.0029716603,0.0007415204,0.0005878553,0.0023467846,0.09683481,0.000046482408,0.008233921,0.64758164,0.1926825,0.047250144],"study_design_scores_gemma":[0.0004351155,0.00021043334,0.0052529457,0.00020625784,0.00007143026,0.000007752705,0.017645622,0.00054334645,0.00025727364,0.0011033068,0.97386974,0.00039678765],"about_ca_topic_score_codex":0.040486977,"about_ca_topic_score_gemma":0.29094616,"teacher_disagreement_score":0.78118724,"about_ca_system_score_codex":0.002388166,"about_ca_system_score_gemma":0.0029893008,"threshold_uncertainty_score":0.9998727},"labels":[],"label_agreement":null},{"id":"W4391921495","doi":"10.33524/cjar.v24i1.661","title":"“Ignoring” to “Autonomous” Participation: Narratives of a Participatory Action Researcher","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Participatory action research; Narrative; Action (physics); Action research; Process (computing); Sociology; Lead (geology); Engineering ethics; Public relations; Pedagogy; Political science; Engineering; Computer science","score_opus":0.9199030791548671,"score_gpt":0.7404318544792695,"score_spread":0.17947122467559762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391921495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630025,0.00064272515,0.00053387624,0.02659393,0.00079906196,0.00047297188,0.00000789303,0.000018841796,0.007928198],"genre_scores_gemma":[0.9958552,0.000054121774,0.00025203693,0.000045153534,0.0007434138,0.000059477352,3.4753754e-7,0.000019985242,0.0029702496],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895625,0.0067418697,0.00049450574,0.00019520037,0.002005885,0.0010000342],"domain_scores_gemma":[0.99468416,0.0015631699,0.00009754214,0.00027597178,0.00181757,0.001561601],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.035705347,0.00009720039,0.00020739372,0.0012533411,0.0014858722,0.0004609878,0.00065266073,0.0001174631,0.0013256199],"category_scores_gemma":[0.007960792,0.00007507287,0.000118298725,0.0022909192,0.0014718699,0.0006179089,0.000044332835,0.0012400963,0.00014029782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007213794,0.00022438333,0.01098254,0.00033159173,0.0005770634,0.0003942489,0.5576711,0.0012562644,0.044382934,0.12764113,0.07462646,0.1811909],"study_design_scores_gemma":[0.00022435626,0.0009157549,0.023409255,0.00034056307,0.000027849086,0.000011339995,0.07768663,0.0003905698,0.018545993,0.011286215,0.86696213,0.0001993339],"about_ca_topic_score_codex":0.03490651,"about_ca_topic_score_gemma":0.31585795,"teacher_disagreement_score":0.7923357,"about_ca_system_score_codex":0.001642877,"about_ca_system_score_gemma":0.013516388,"threshold_uncertainty_score":0.99981403},"labels":[],"label_agreement":null},{"id":"W4391943565","doi":"10.3390/arts13010037","title":"Viewpoints/Points of View: Building a Transdisciplinary Data Theatre Collaboration in Six Scenes","year":2024,"lang":"en","type":"article","venue":"Arts","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deliberation; Viewpoints; Citizen journalism; Qualitative property; Sociology; Bridging (networking); Computer science; World Wide Web; Visual arts; Political science; Politics; Art","score_opus":0.5613768062880193,"score_gpt":0.661751587353497,"score_spread":0.1003747810654777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391943565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702973,0.005192299,0.0012445117,0.008655702,0.0005452934,0.0006290504,0.00006891799,0.00010121148,0.01326576],"genre_scores_gemma":[0.99614847,0.00039392174,0.0031453392,0.00004166392,0.00011752743,0.000024068493,0.00000779039,0.000012097565,0.000109126115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767077,0.00092984416,0.00027813402,0.0003214191,0.00048167465,0.00031813988],"domain_scores_gemma":[0.9988537,0.00059764157,0.000031724547,0.00034839087,0.000058366986,0.00011021506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057061254,0.00008029591,0.00017512563,0.0001572769,0.0001438408,0.00008643989,0.00042099282,0.00006312892,0.0001695696],"category_scores_gemma":[0.0007313733,0.00007371334,0.00003052785,0.0010770641,0.00024633593,0.0007326291,0.00013354284,0.00013190316,0.000043681168],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021142841,0.0006988529,0.014974976,0.0010894953,0.00012559378,0.0003102914,0.33920208,0.00012991624,0.06412031,0.17681915,0.011439589,0.39087832],"study_design_scores_gemma":[0.0007746155,0.00028269348,0.009781255,0.0023476756,0.00008127375,0.0000031927416,0.036310606,0.02181378,0.019750582,0.062751226,0.84544134,0.0006617467],"about_ca_topic_score_codex":0.00027417575,"about_ca_topic_score_gemma":0.004159016,"teacher_disagreement_score":0.8340018,"about_ca_system_score_codex":0.000085155254,"about_ca_system_score_gemma":0.0004982836,"threshold_uncertainty_score":0.30059427},"labels":[],"label_agreement":null},{"id":"W4392060273","doi":"10.1007/978-3-031-21155-3_58","title":"Postcards from the Field: Reflections on Being Participant/Researcher in Participatory Research","year":2024,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Participant observation; Citizen journalism; Field (mathematics); Field research; Participatory action research; Sociology; Computer science; Social science; World Wide Web; Anthropology; Mathematics","score_opus":0.8311047192103277,"score_gpt":0.7050319834814658,"score_spread":0.1260727357288619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392060273","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023382725,0.0009840599,0.00001687968,0.009295471,0.0025013739,0.0006286333,0.000049254006,0.00003913606,0.96310246],"genre_scores_gemma":[0.6038059,0.00048559543,0.0001677135,0.00038558786,0.0020038101,0.00033102874,0.000024362114,0.00005461541,0.39274138],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956591,0.0006175842,0.00054462993,0.0005108358,0.0021303298,0.0005375024],"domain_scores_gemma":[0.9939276,0.0044593583,0.00012968622,0.0004761313,0.0008089741,0.00019823175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007285441,0.00018849889,0.00025245742,0.0006986644,0.00034274356,0.00019998905,0.0008854332,0.000306228,0.0020346856],"category_scores_gemma":[0.0050250194,0.00016600771,0.00015740102,0.00018363445,0.0007003473,0.00014690595,0.00025608434,0.0015282861,0.0002682745],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012868733,0.00016044216,0.0009861611,0.000022786984,0.00018636657,0.000007633933,0.020361189,0.00000823214,0.0004915535,0.953657,0.010684007,0.013305988],"study_design_scores_gemma":[0.00011406278,0.00012179257,0.0017903299,0.0016681451,0.00004185933,1.4300473e-7,0.0028423073,0.000035517733,0.0016153334,0.32941526,0.6621585,0.00019674949],"about_ca_topic_score_codex":0.008512098,"about_ca_topic_score_gemma":0.010692736,"teacher_disagreement_score":0.6514745,"about_ca_system_score_codex":0.00088132493,"about_ca_system_score_gemma":0.0024678374,"threshold_uncertainty_score":0.9988776},"labels":[],"label_agreement":null},{"id":"W4392154770","doi":"10.32920/25285912.v1","title":"Shared Space: A Photovoice Tale of Ukrainian Refugee Women and Canadian Hosts in Toronto","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Refugee; Ukrainian; Space (punctuation); Gender studies; Photography; Sociology; Political science; Media studies; Visual arts; Art; Computer science; Law","score_opus":0.28331374894223604,"score_gpt":0.5803398910602754,"score_spread":0.29702614211803935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392154770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80120116,0.0010830328,0.0000012587391,0.0008972341,0.00024570644,0.0006061101,0.00012552021,0.000039015093,0.19580095],"genre_scores_gemma":[0.9912632,0.00018743498,0.0010193442,0.000091544905,0.000099414945,0.0002642592,0.0000042633974,0.000023439505,0.0070470804],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967669,0.0009542902,0.0003054095,0.0005284387,0.0005780056,0.00086691376],"domain_scores_gemma":[0.99816716,0.00029842,0.00006716967,0.00034529425,0.00010524095,0.0010166902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054863114,0.00018140963,0.00040377778,0.00023993662,0.00010290525,0.00016538096,0.00044659036,0.00036857204,0.0024186808],"category_scores_gemma":[0.0018761131,0.00018451498,0.00005446721,0.00027704306,0.0003943438,0.000116608855,0.00067486323,0.00053716643,0.000027209806],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008810071,0.0001264623,0.009678682,0.0011927027,0.0001950809,0.00024457913,0.93988615,0.0000051475326,0.0018213164,0.026388628,0.0023934275,0.017979728],"study_design_scores_gemma":[0.0010271107,0.00038563178,0.06373799,0.0016916918,0.000053555475,0.0000018821415,0.14790592,0.0018697203,0.0013052141,0.045847137,0.73423475,0.0019393886],"about_ca_topic_score_codex":0.96121955,"about_ca_topic_score_gemma":0.99518335,"teacher_disagreement_score":0.7919802,"about_ca_system_score_codex":0.004185586,"about_ca_system_score_gemma":0.004608598,"threshold_uncertainty_score":0.9996372},"labels":[],"label_agreement":null},{"id":"W4392166491","doi":"10.32920/25285912","title":"Shared Space: A Photovoice Tale of Ukrainian Refugee Women and Canadian Hosts in Toronto","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Refugee; Ukrainian; Space (punctuation); Gender studies; Sociology; Political science; Media studies; Art; Visual arts; Computer science; Law","score_opus":0.28331374894223604,"score_gpt":0.5803398910602754,"score_spread":0.29702614211803935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392166491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80120116,0.0010830328,0.0000012587391,0.0008972341,0.00024570644,0.0006061101,0.00012552021,0.000039015093,0.19580095],"genre_scores_gemma":[0.9912632,0.00018743498,0.0010193442,0.000091544905,0.000099414945,0.0002642592,0.0000042633974,0.000023439505,0.0070470804],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967669,0.0009542902,0.0003054095,0.0005284387,0.0005780056,0.00086691376],"domain_scores_gemma":[0.99816716,0.00029842,0.00006716967,0.00034529425,0.00010524095,0.0010166902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054863114,0.00018140963,0.00040377778,0.00023993662,0.00010290525,0.00016538096,0.00044659036,0.00036857204,0.0024186808],"category_scores_gemma":[0.0018761131,0.00018451498,0.00005446721,0.00027704306,0.0003943438,0.000116608855,0.00067486323,0.00053716643,0.000027209806],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008810071,0.0001264623,0.009678682,0.0011927027,0.0001950809,0.00024457913,0.93988615,0.0000051475326,0.0018213164,0.026388628,0.0023934275,0.017979728],"study_design_scores_gemma":[0.0010271107,0.00038563178,0.06373799,0.0016916918,0.000053555475,0.0000018821415,0.14790592,0.0018697203,0.0013052141,0.045847137,0.73423475,0.0019393886],"about_ca_topic_score_codex":0.96121955,"about_ca_topic_score_gemma":0.99518335,"teacher_disagreement_score":0.7919802,"about_ca_system_score_codex":0.004185586,"about_ca_system_score_gemma":0.004608598,"threshold_uncertainty_score":0.9996372},"labels":[],"label_agreement":null},{"id":"W4392382474","doi":"10.1386/eta_00152_1","title":"Becoming through a/r/tography, autobiography and stories in motion1","year":2024,"lang":"en","type":"article","venue":"International Journal of Education through Art","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Yorkville University; Simon Fraser University; University of Victoria","funders":"","keywords":"Biography; Art; Chemistry; Literature","score_opus":0.40782952108712645,"score_gpt":0.6485594928975706,"score_spread":0.2407299718104442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392382474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87901723,0.008111197,0.027223717,0.02565648,0.015681654,0.00029649708,0.00001291982,0.00006965238,0.043930624],"genre_scores_gemma":[0.9864314,0.0015305864,0.010101265,0.0003406761,0.0010101962,0.000012899146,0.0000024115518,0.000010221972,0.00056032767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981536,0.00039726737,0.00040288735,0.00014664435,0.000705161,0.00019440669],"domain_scores_gemma":[0.9987422,0.00049361,0.00012704963,0.000066984285,0.00047800655,0.00009210648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019213017,0.0000842842,0.00013414222,0.00048174677,0.000115683535,0.00030499423,0.00030011786,0.000057494122,0.0002338837],"category_scores_gemma":[0.00096403377,0.00008084567,0.00010852535,0.00060895947,0.00031763327,0.0016277835,0.000035341956,0.00026361694,0.000018212137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008458827,0.0006846392,0.0850229,0.00004828375,0.00035000517,0.000052893825,0.24926777,0.000031915417,0.0009070254,0.57131594,0.0279978,0.064236246],"study_design_scores_gemma":[0.00025673516,0.00008444887,0.027813168,0.00042881304,0.00002206544,0.000026765385,0.026580427,0.000046614558,0.00040615292,0.13102147,0.8131613,0.00015205854],"about_ca_topic_score_codex":0.00060097285,"about_ca_topic_score_gemma":0.00034193048,"teacher_disagreement_score":0.78516346,"about_ca_system_score_codex":0.00022768663,"about_ca_system_score_gemma":0.0009799955,"threshold_uncertainty_score":0.32967907},"labels":[],"label_agreement":null},{"id":"W4392551284","doi":"10.7202/1109662ar","title":"Intervention artistique et production de citoyenneté dans un quartier de Santiago du Chili","year":2024,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.22534324393830713,"score_gpt":0.5783722783755757,"score_spread":0.3530290344372686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392551284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788119,0.0032985217,0.025209885,0.05062905,0.0023707577,0.00053150376,0.00010050429,0.0005051403,0.03854273],"genre_scores_gemma":[0.9835215,0.0016883417,0.0025093236,0.0007003267,0.004608647,0.00018362842,0.000019396883,0.00006928637,0.006699548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98583174,0.010973865,0.0005406785,0.00061299757,0.0006435186,0.0013972013],"domain_scores_gemma":[0.99844617,0.0005528319,0.00013469727,0.00019880668,0.0002179233,0.00044956658],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011669987,0.00029616387,0.0003454159,0.00015483955,0.00066008663,0.00055167696,0.0003495076,0.0004743355,0.00049200346],"category_scores_gemma":[0.0032477973,0.00034012157,0.00037039016,0.00074484124,0.0014561062,0.0011009146,0.00014071699,0.0009168768,0.00014454925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027681459,0.00031768286,0.0029751514,0.00024848548,0.00011474417,0.000049441234,0.24924019,0.000007433944,0.002699666,0.7130879,0.0053282524,0.025903352],"study_design_scores_gemma":[0.00036634412,0.0005999146,0.07739988,0.0011578567,0.00027847994,0.000046547197,0.07107335,0.0021548972,0.038654827,0.62744623,0.17983402,0.0009876192],"about_ca_topic_score_codex":0.028714236,"about_ca_topic_score_gemma":0.0070454404,"teacher_disagreement_score":0.17816684,"about_ca_system_score_codex":0.0015164247,"about_ca_system_score_gemma":0.0013167007,"threshold_uncertainty_score":0.9999051},"labels":[],"label_agreement":null},{"id":"W4392568159","doi":"10.1386/scene_00063_1","title":"Exploring art-making as research enquiry: Methods, materiality and intentionality","year":2023,"lang":"en","type":"article","venue":"Scene","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Intentionality; Materiality (auditing); Epistemology; Psychology; Aesthetics; Sociology; Art; Philosophy","score_opus":0.9819701904854011,"score_gpt":0.8072130992299343,"score_spread":0.1747570912554668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392568159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97430897,0.000062961335,0.00084471755,0.0021891103,0.0007418783,0.00034807518,0.0000060813404,0.00024369374,0.021254487],"genre_scores_gemma":[0.9833168,0.00030876108,0.012652156,0.000060912535,0.00048133038,0.00025814635,0.00000423358,0.000019690111,0.0028979643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98816574,0.009241294,0.0002341955,0.0003891119,0.0011038965,0.000865758],"domain_scores_gemma":[0.99735814,0.0017681501,0.000040466155,0.00025952238,0.00028850144,0.00028523605],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05421293,0.00008588293,0.00017952123,0.00023827035,0.0010180658,0.00025491646,0.00029039782,0.00006938694,0.00054006564],"category_scores_gemma":[0.017680727,0.0000866048,0.000044079647,0.0012550117,0.0009536147,0.0004722627,0.0004340871,0.00028367672,0.00072776485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027641872,0.00016448126,0.022749502,0.00024227916,0.00010215625,0.00010471326,0.050334677,0.0000034955885,0.13639596,0.49745813,0.0054315976,0.28673658],"study_design_scores_gemma":[0.00043795578,0.0001400056,0.16888674,0.00023940123,0.000015575768,0.0000020252596,0.035909478,0.00033851655,0.037783988,0.21499728,0.54080003,0.000449017],"about_ca_topic_score_codex":0.00110649,"about_ca_topic_score_gemma":0.00016890626,"teacher_disagreement_score":0.53536844,"about_ca_system_score_codex":0.0001720189,"about_ca_system_score_gemma":0.0002671622,"threshold_uncertainty_score":0.9905938},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4392568166","doi":"10.1386/scene_00054_1","title":"Reframing, embodying and in-betweening: A conversation about experiences of doing practice-based research and research-creation","year":2023,"lang":"en","type":"article","venue":"Scene","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cognitive reframing; Conversation; Conversation analysis; Sociology; Engineering ethics; Epistemology; Psychology; Engineering; Communication; Philosophy; Social psychology","score_opus":0.7412915524517125,"score_gpt":0.6974496716672829,"score_spread":0.04384188078442963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392568166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99112093,0.00024915428,0.00012043428,0.0014542065,0.0000514088,0.00040219905,8.236556e-7,0.000035913938,0.006564901],"genre_scores_gemma":[0.99676853,0.0002586987,0.0025671066,0.000010920187,0.00007350018,0.00010803616,0.000002053307,0.000008604436,0.00020252605],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9928862,0.0042884992,0.00024834223,0.00032554628,0.0015940126,0.00065738946],"domain_scores_gemma":[0.99231863,0.0066754892,0.00007436205,0.00014964608,0.00059196405,0.00018990612],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038580846,0.000062627354,0.00015033662,0.00078872277,0.0006917841,0.00016212706,0.00016397116,0.0001002255,0.00003525475],"category_scores_gemma":[0.022101486,0.00006434894,0.000012492141,0.0023204768,0.0021483228,0.00050518196,0.00012959205,0.00038297774,0.000007748824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039955796,0.000115359835,0.09974848,0.0001634144,0.000017115555,0.000038279257,0.81197864,0.00002774748,0.02284889,0.007980318,0.00021608354,0.056466147],"study_design_scores_gemma":[0.00097467087,0.00047319336,0.063711904,0.0005080836,0.0000070347055,5.3527197e-7,0.8828403,0.009558369,0.025371796,0.0039535887,0.01239171,0.00020884832],"about_ca_topic_score_codex":0.0025065788,"about_ca_topic_score_gemma":0.0003130183,"teacher_disagreement_score":0.07086165,"about_ca_system_score_codex":0.00016096586,"about_ca_system_score_gemma":0.00052132405,"threshold_uncertainty_score":0.9899833},"labels":[],"label_agreement":null},{"id":"W4392649078","doi":"10.1086/729335","title":"Reactivation and Remediation through Artistic Intervention","year":2023,"lang":"en","type":"article","venue":"Art Documentation Journal of the Art Libraries Society of North America","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NSCAD University; University of Calgary","funders":"","keywords":"Environmental remediation; Intervention (counseling); Psychology; Psychiatry; Contamination; Biology; Ecology","score_opus":0.21801272252037313,"score_gpt":0.5071704076338902,"score_spread":0.2891576851135171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392649078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96253145,0.000095877345,0.01954148,0.015762175,0.00046557045,0.00029857812,0.0000067916694,0.000041750707,0.0012563247],"genre_scores_gemma":[0.9863914,0.0010182604,0.010435306,0.0005228862,0.00017671268,0.000009428263,0.000015674521,0.0000109764715,0.001419322],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979604,0.0006744229,0.0004248542,0.00009033846,0.00066825736,0.00018176502],"domain_scores_gemma":[0.998381,0.0005780074,0.00068423303,0.00010176846,0.00017557894,0.00007941115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012412727,0.0000662471,0.00014976527,0.0000473085,0.00037897108,0.00009560992,0.00018668715,0.000028783776,0.00010053327],"category_scores_gemma":[0.0012671697,0.000053744952,0.00016075427,0.0007736025,0.0006457445,0.0022163996,0.00007759623,0.0001432843,0.000028597775],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000329291,0.0002914861,0.34004822,0.00016726552,0.00048302978,0.000003393437,0.19767042,0.0008437497,0.006855636,0.008814966,0.3496444,0.094848156],"study_design_scores_gemma":[0.0010037455,0.00041774847,0.5484514,0.00014204954,0.00009425423,0.0000029958037,0.027456906,0.0008359037,0.0035227793,0.026249304,0.39163095,0.00019195555],"about_ca_topic_score_codex":0.000045824927,"about_ca_topic_score_gemma":0.000025984678,"teacher_disagreement_score":0.2084032,"about_ca_system_score_codex":0.000063556654,"about_ca_system_score_gemma":0.00016678368,"threshold_uncertainty_score":0.29147774},"labels":[],"label_agreement":null},{"id":"W4392842789","doi":"10.1177/16094069241232603","title":"“This Is a Look Into My Life”: Enhancing Qualitative Inquiry Into Communication Through Arts-Based Research Methods","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta; Dalhousie University; Women and Children's Health Research Institute","keywords":"Reflexivity; Qualitative research; The arts; Participant observation; Status quo; Psychology; Qualitative property; Data collection; Sociology; Computer science; Visual arts; Social science","score_opus":0.9718269090200484,"score_gpt":0.8596820739253512,"score_spread":0.11214483509469719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392842789","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014433069,0.008957669,0.9290492,0.03635753,0.002334654,0.00042454252,0.000013039156,0.000081737155,0.008348553],"genre_scores_gemma":[0.0845682,0.0005945405,0.91103756,0.0012721962,0.001044505,0.00010971308,0.000006737685,0.000061629624,0.0013049184],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8002649,0.19121729,0.002255071,0.0006741489,0.0046987864,0.00088983175],"domain_scores_gemma":[0.8966503,0.09416744,0.0008003318,0.00052073057,0.0072512547,0.00060995517],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.30445182,0.00035234186,0.0008139791,0.0015666772,0.0009517027,0.0008041402,0.0024530867,0.0003118546,0.0019909157],"category_scores_gemma":[0.119675666,0.00031994955,0.00055466435,0.0021097076,0.0039352565,0.0021069665,0.00046319806,0.0024047985,0.00015449694],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028309808,0.00016630851,0.000010976969,0.00007742706,0.0006268844,0.000033466265,0.7904894,0.000013617985,0.014704919,0.12587933,0.0055662943,0.062148273],"study_design_scores_gemma":[0.00041387515,0.00032148286,0.00001328675,0.0006961615,0.000047610047,0.0000035344922,0.40592238,0.000814504,0.03496483,0.39985403,0.15668026,0.00026802637],"about_ca_topic_score_codex":0.0029778448,"about_ca_topic_score_gemma":0.00025033797,"teacher_disagreement_score":0.38456702,"about_ca_system_score_codex":0.0022912063,"about_ca_system_score_gemma":0.004640207,"threshold_uncertainty_score":0.99992526},"labels":[],"label_agreement":null},{"id":"W4392858091","doi":"10.1016/j.metip.2024.100138","title":"Weaving many threads: Reflections on data analysis and rigour in arts-based engagement ethnography","year":2024,"lang":"en","type":"article","venue":"Methods in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Weaving; Rigour; Ethnography; The arts; Sociology; Computer science; Visual arts; Epistemology; Engineering; Art; Anthropology; Philosophy; Mechanical engineering","score_opus":0.9081459148083099,"score_gpt":0.803652149301559,"score_spread":0.10449376550675082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392858091","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057880603,0.0017238706,0.8756858,0.005787175,0.0011298601,0.00051404786,0.000022472312,0.00017390931,0.057082232],"genre_scores_gemma":[0.24269103,0.0005024186,0.75529736,0.001010719,0.00013501318,0.00018198743,0.000009352929,0.000024549074,0.00014754954],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98344797,0.014280821,0.00040066012,0.0009067976,0.00035437776,0.0006094018],"domain_scores_gemma":[0.99437714,0.0045527946,0.00004744142,0.0008411522,0.00002933728,0.0001521289],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04456449,0.00014325518,0.0003434875,0.0025189978,0.00024519232,0.000108061846,0.00058310066,0.00019356137,0.0002885989],"category_scores_gemma":[0.00392841,0.00014040204,0.00008310077,0.005919919,0.00052162644,0.00017092357,0.00011783924,0.00088706025,0.000015036871],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014887408,0.00063485926,0.10596564,0.000061147126,0.0004663647,0.00020058009,0.019400392,0.00015816285,0.0075008543,0.045977067,0.0009167716,0.8185693],"study_design_scores_gemma":[0.0011733175,0.00049524434,0.42569512,0.00025270786,0.0004411037,0.0000019382521,0.0066964026,0.02288123,0.0011236938,0.11668555,0.42374656,0.0008071518],"about_ca_topic_score_codex":0.0011078989,"about_ca_topic_score_gemma":0.008939559,"teacher_disagreement_score":0.81776214,"about_ca_system_score_codex":0.000117067175,"about_ca_system_score_gemma":0.00013038622,"threshold_uncertainty_score":0.9838219},"labels":[],"label_agreement":null},{"id":"W4393094753","doi":"10.1177/13505076241236319","title":"A collaborative autoethnographic journey of collective storying: Transitioning between the ‘I’, the ‘We’ and the ‘They’","year":2024,"lang":"en","type":"article","venue":"Management Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Autoethnography; Sociology; Narrative; Public relations; Process management; Psychology; Business; Knowledge management; Computer science; Political science; Gender studies; Linguistics","score_opus":0.2900970685779284,"score_gpt":0.5454096200921899,"score_spread":0.25531255151426147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393094753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5898712,0.013049959,0.029069087,0.12239743,0.00067987136,0.005340985,0.000013335061,0.00038280626,0.2391953],"genre_scores_gemma":[0.9961232,0.00077923184,0.00016736695,0.00006221763,0.00011109437,0.00013141375,3.0331563e-7,0.000012883534,0.0026123128],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99345523,0.005168331,0.00019889772,0.00020222225,0.0006561767,0.00031916157],"domain_scores_gemma":[0.9962875,0.0032723185,0.00010713399,0.00018475234,0.00009212883,0.00005617046],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013845701,0.00010081358,0.00016668196,0.00012033455,0.0039193723,0.0005858777,0.00044784538,0.0000400109,0.000036981943],"category_scores_gemma":[0.00084208464,0.00005128784,0.00008265639,0.0010649344,0.0020048406,0.00017759393,0.00016030778,0.00056866533,0.0000051239053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009649844,0.000017772352,0.0069709113,0.00009471812,0.000876994,0.000013342018,0.71846694,0.0012729367,0.00003188557,0.22814693,0.00071503595,0.043296065],"study_design_scores_gemma":[0.0012414723,0.00017372335,0.060757775,0.00050168356,0.00062009576,4.3111274e-7,0.5724821,0.0131947845,0.00007822969,0.034339793,0.316316,0.00029391734],"about_ca_topic_score_codex":0.00032086554,"about_ca_topic_score_gemma":0.00022510128,"teacher_disagreement_score":0.40625197,"about_ca_system_score_codex":0.000087622364,"about_ca_system_score_gemma":0.00014199669,"threshold_uncertainty_score":0.9973774},"labels":[],"label_agreement":null},{"id":"W4393196206","doi":"10.1177/16094069241241997","title":"The Art and Politics of Participant-Driven Photo-Elicitation With Muslim Immigrant Older Women","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photo elicitation; Immigration; Politics; Gender studies; Sociology; Political science; Anthropology","score_opus":0.8345490919784204,"score_gpt":0.746838828178161,"score_spread":0.08771026380025937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393196206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8008176,0.0010071163,0.191887,0.0045286156,0.00062805164,0.00017848233,0.000018742307,0.000013653687,0.00092073344],"genre_scores_gemma":[0.9220803,0.0003272114,0.076239765,0.00011202282,0.0002852752,0.000029868734,7.402068e-7,0.000016215588,0.0009086014],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9876372,0.009959605,0.00065136567,0.00014206441,0.0012497402,0.00036001514],"domain_scores_gemma":[0.98453003,0.013516868,0.0003379698,0.000084653206,0.0013092014,0.00022130311],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.030765811,0.00010791689,0.00025962628,0.0002446073,0.00021668499,0.00018666068,0.0003746679,0.000047566224,0.00007810292],"category_scores_gemma":[0.007934125,0.00006746857,0.0000907431,0.00029718986,0.0011780235,0.00036687028,0.00004828454,0.00028544746,0.0000042166425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018845644,0.00007163904,0.00023612482,0.000029872745,0.00071634824,0.000036380807,0.7777618,0.000023808056,0.0056164237,0.16958834,0.00025266546,0.04547812],"study_design_scores_gemma":[0.0008416362,0.0008670071,0.002635382,0.00049872533,0.000107797816,0.00002634812,0.7888074,0.0021550173,0.0063481154,0.06505979,0.13242684,0.00022592864],"about_ca_topic_score_codex":0.00020209167,"about_ca_topic_score_gemma":0.00007354439,"teacher_disagreement_score":0.13217418,"about_ca_system_score_codex":0.00024160896,"about_ca_system_score_gemma":0.00057646167,"threshold_uncertainty_score":0.99803054},"labels":[],"label_agreement":null},{"id":"W4393236920","doi":"10.1016/j.metip.2024.100139","title":"Pictures and processes: The use of autophotography to illustrate the experience of physical activity engagement in motherhood","year":2024,"lang":"en","type":"article","venue":"Methods in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley; Brock University; University of Ottawa","funders":"Brock University","keywords":"Psychology; Physical activity; Developmental psychology; Cognitive psychology; Aesthetics; Medicine; Art; Physical medicine and rehabilitation","score_opus":0.6988603514534715,"score_gpt":0.7109782744625467,"score_spread":0.012117923009075215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393236920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664147,0.00024793067,0.030559614,0.0011432341,0.00015175376,0.00052786217,0.0000031837446,0.000013415931,0.0009383342],"genre_scores_gemma":[0.96560663,0.0000998226,0.033842243,0.00017760039,0.000029085559,0.00020951216,3.104894e-8,0.000007123717,0.000027927521],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99071336,0.008274409,0.0001858841,0.0002867316,0.0002454156,0.00029422445],"domain_scores_gemma":[0.99404675,0.0055395495,0.0000481054,0.0002703825,0.0000428637,0.00005234601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00804283,0.00008656278,0.00020865093,0.00017610623,0.00007863078,0.000034355293,0.0003683159,0.00006427841,0.000026351065],"category_scores_gemma":[0.004225554,0.000050379876,0.000040718176,0.0015753923,0.0011420808,0.000106567335,0.000088132125,0.00034316487,5.2139933e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013971775,0.00040866467,0.009082655,0.0001106937,0.000035495246,0.000008044796,0.45161688,0.00010386548,0.09082526,0.010262391,0.00007717502,0.43732917],"study_design_scores_gemma":[0.00088975136,0.0012726753,0.59659386,0.0004314904,0.00005283339,0.0000033486829,0.047042817,0.0060856873,0.13218689,0.079623066,0.13522074,0.0005968258],"about_ca_topic_score_codex":0.0010627924,"about_ca_topic_score_gemma":0.0007295224,"teacher_disagreement_score":0.58751124,"about_ca_system_score_codex":0.000019142813,"about_ca_system_score_gemma":0.00011449591,"threshold_uncertainty_score":0.5058688},"labels":[],"label_agreement":null},{"id":"W4393518091","doi":"10.5281/zenodo.10368321","title":"Ann Magill Halpenny","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.4225836816076196,"score_gpt":0.5232882311281245,"score_spread":0.1007045495205049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393518091","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010728048,0.00009652216,0.00018337293,0.00077554333,0.00043568766,0.00077343057,0.91358346,0.0006826628,0.08336202],"genre_scores_gemma":[0.00028160936,0.0005828597,0.00029491668,0.00027782674,0.0014434516,1.5491533e-7,0.9923524,0.0013904403,0.0033763445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913685,0.004735743,0.00039796185,0.0007776828,0.0015791367,0.0011410078],"domain_scores_gemma":[0.9963425,0.00015580177,0.00022881287,0.0010626204,0.0014458625,0.00076442637],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007117706,0.00027683,0.00033547182,0.00049148075,0.0072114277,0.0018931943,0.0035219276,0.00034153473,0.090670675],"category_scores_gemma":[0.012706699,0.00030502968,0.00011712212,0.0010712893,0.0016843703,0.00039315695,0.002403382,0.00085213874,0.055324677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041211562,0.000132262,2.5187902e-7,0.0000663574,0.000046295085,0.000032650758,0.0009166886,6.0419967e-7,0.0000532969,0.0007124402,0.9842923,0.013705635],"study_design_scores_gemma":[0.00022325997,0.00024490224,0.000026071379,0.000054546927,0.000029806617,0.000010681443,0.00036879317,0.000012048906,0.000029761934,0.00027980306,0.99839985,0.00032044126],"about_ca_topic_score_codex":0.00059104816,"about_ca_topic_score_gemma":0.000025050087,"teacher_disagreement_score":0.07998568,"about_ca_system_score_codex":0.0005782482,"about_ca_system_score_gemma":0.000052428964,"threshold_uncertainty_score":0.99994016},"labels":[],"label_agreement":null},{"id":"W4393794341","doi":"10.5281/zenodo.10368322","title":"Ann Magill Halpenny","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.4225836816076196,"score_gpt":0.5232882311281245,"score_spread":0.1007045495205049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393794341","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010728048,0.00009652216,0.00018337293,0.00077554333,0.00043568766,0.00077343057,0.91358346,0.0006826628,0.08336202],"genre_scores_gemma":[0.00028160936,0.0005828597,0.00029491668,0.00027782674,0.0014434516,1.5491533e-7,0.9923524,0.0013904403,0.0033763445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913685,0.004735743,0.00039796185,0.0007776828,0.0015791367,0.0011410078],"domain_scores_gemma":[0.9963425,0.00015580177,0.00022881287,0.0010626204,0.0014458625,0.00076442637],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007117706,0.00027683,0.00033547182,0.00049148075,0.0072114277,0.0018931943,0.0035219276,0.00034153473,0.090670675],"category_scores_gemma":[0.012706699,0.00030502968,0.00011712212,0.0010712893,0.0016843703,0.00039315695,0.002403382,0.00085213874,0.055324677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041211562,0.000132262,2.5187902e-7,0.0000663574,0.000046295085,0.000032650758,0.0009166886,6.0419967e-7,0.0000532969,0.0007124402,0.9842923,0.013705635],"study_design_scores_gemma":[0.00022325997,0.00024490224,0.000026071379,0.000054546927,0.000029806617,0.000010681443,0.00036879317,0.000012048906,0.000029761934,0.00027980306,0.99839985,0.00032044126],"about_ca_topic_score_codex":0.00059104816,"about_ca_topic_score_gemma":0.000025050087,"teacher_disagreement_score":0.07998568,"about_ca_system_score_codex":0.0005782482,"about_ca_system_score_gemma":0.000052428964,"threshold_uncertainty_score":0.99994016},"labels":[],"label_agreement":null},{"id":"W4393927588","doi":"10.32920/25438345","title":"Scenes as Micro-Cultures: Examining Heterogeneity of HIV Risk Behavior Among Gay, Bisexual, and Other Men Who Have Sex with Men in Toronto, Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Homosexuality; Male Homosexuality; Psychology; Gender studies; Demography; Sociology; Social psychology; Medicine; Virology","score_opus":0.3168692991470277,"score_gpt":0.5546400206698225,"score_spread":0.23777072152279483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393927588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91205573,0.001208347,0.00002040751,0.000051434617,0.000046896803,0.000920689,0.00016105865,0.000040811166,0.085494645],"genre_scores_gemma":[0.98458207,0.00028314008,0.0009451558,0.0000369914,0.00010718417,0.00032464333,0.000005491341,0.000052532112,0.013662823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99495083,0.0019787077,0.0004658432,0.00082901353,0.0010773173,0.00069831416],"domain_scores_gemma":[0.9983967,0.00037470562,0.00023220155,0.00042991227,0.00013657988,0.0004299161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035473397,0.0003520805,0.00063725904,0.000093659175,0.00022592109,0.00021963852,0.0005251237,0.0003312744,0.00038466477],"category_scores_gemma":[0.0004663362,0.0002783677,0.00004395176,0.00013998977,0.00079565134,0.00012876539,0.0008687497,0.00063021446,0.0000018571649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004610328,0.00008484627,0.964632,0.0001842366,0.00017754901,0.00006825393,0.02790081,0.000039288465,0.0011072638,0.00015573214,0.002543052,0.0030608717],"study_design_scores_gemma":[0.0011322467,0.00041396558,0.7091509,0.0011535722,0.00052169076,0.000003800684,0.24192443,0.0024208522,0.034053903,0.00045199812,0.0069527146,0.0018199276],"about_ca_topic_score_codex":0.99321455,"about_ca_topic_score_gemma":0.99759,"teacher_disagreement_score":0.2554811,"about_ca_system_score_codex":0.001365082,"about_ca_system_score_gemma":0.0024992737,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W4393927753","doi":"10.32920/25438345.v1","title":"Scenes as Micro-Cultures: Examining Heterogeneity of HIV Risk Behavior Among Gay, Bisexual, and Other Men Who Have Sex with Men in Toronto, Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Homosexuality; Male Homosexuality; Psychology; Gender studies; Sociology; Demography; Medicine; Virology","score_opus":0.3168692991470277,"score_gpt":0.5546400206698225,"score_spread":0.23777072152279483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393927753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91205573,0.001208347,0.00002040751,0.000051434617,0.000046896803,0.000920689,0.00016105865,0.000040811166,0.085494645],"genre_scores_gemma":[0.98458207,0.00028314008,0.0009451558,0.0000369914,0.00010718417,0.00032464333,0.000005491341,0.000052532112,0.013662823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99495083,0.0019787077,0.0004658432,0.00082901353,0.0010773173,0.00069831416],"domain_scores_gemma":[0.9983967,0.00037470562,0.00023220155,0.00042991227,0.00013657988,0.0004299161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035473397,0.0003520805,0.00063725904,0.000093659175,0.00022592109,0.00021963852,0.0005251237,0.0003312744,0.00038466477],"category_scores_gemma":[0.0004663362,0.0002783677,0.00004395176,0.00013998977,0.00079565134,0.00012876539,0.0008687497,0.00063021446,0.0000018571649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004610328,0.00008484627,0.964632,0.0001842366,0.00017754901,0.00006825393,0.02790081,0.000039288465,0.0011072638,0.00015573214,0.002543052,0.0030608717],"study_design_scores_gemma":[0.0011322467,0.00041396558,0.7091509,0.0011535722,0.00052169076,0.000003800684,0.24192443,0.0024208522,0.034053903,0.00045199812,0.0069527146,0.0018199276],"about_ca_topic_score_codex":0.99321455,"about_ca_topic_score_gemma":0.99759,"teacher_disagreement_score":0.2554811,"about_ca_system_score_codex":0.001365082,"about_ca_system_score_gemma":0.0024992737,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W4393931007","doi":"10.1080/23748834.2024.2328953","title":"Older adult perceptions of play and play-enabling public space","year":2024,"lang":"en","type":"article","venue":"Cities & Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Space (punctuation); Perception; Public space; Psychology; Computer science; Architectural engineering; Engineering; Neuroscience","score_opus":0.403582935392768,"score_gpt":0.6017250954768673,"score_spread":0.19814216008409924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393931007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958405,0.004038604,0.0024652372,0.020814195,0.0004143606,0.00037678113,0.00004018628,0.00017480987,0.0132707935],"genre_scores_gemma":[0.99410135,0.0013383979,0.0010841178,0.00035984325,0.0002303873,0.000030972813,0.000002529613,0.000013632134,0.0028387601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9975847,0.00092941197,0.00022025703,0.00021931402,0.00046044894,0.0005858416],"domain_scores_gemma":[0.9985347,0.0007480656,0.000042755903,0.00013181998,0.0001306922,0.00041197662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033285802,0.00007928341,0.00018422048,0.00019401543,0.00060679816,0.0001747333,0.00013733798,0.0000681887,0.00039338256],"category_scores_gemma":[0.0012896333,0.00007570952,0.00004173146,0.00044323623,0.0007122179,0.00032245676,0.000056978868,0.00024459464,0.000026981184],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009538264,0.000062924504,0.0107620405,0.0006964156,0.00003659878,0.000006818466,0.3436894,0.0000025904421,0.00031403577,0.58339083,0.014982836,0.046045955],"study_design_scores_gemma":[0.0006309752,0.000554203,0.08505134,0.0012264765,0.000029612505,0.000006723782,0.53563917,0.0019346066,0.00026093685,0.014136022,0.35991275,0.0006171854],"about_ca_topic_score_codex":0.0034893113,"about_ca_topic_score_gemma":0.0018924152,"teacher_disagreement_score":0.5692548,"about_ca_system_score_codex":0.00020823102,"about_ca_system_score_gemma":0.0018885605,"threshold_uncertainty_score":0.5274818},"labels":[],"label_agreement":null},{"id":"W4394000727","doi":"10.1386/jdmp_00142_5","title":"Redefining Televisuality: Programmes, Practices, Methods, Potsdam, 25–27 October 2023","year":2024,"lang":"en","type":"article","venue":"Journal of Digital Media & Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","score_opus":0.5885555989539564,"score_gpt":0.6859331033143989,"score_spread":0.09737750436044257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394000727","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36032045,0.04045963,0.011351478,0.10452932,0.014750783,0.002165795,0.00028246542,0.00095807156,0.465182],"genre_scores_gemma":[0.91967034,0.0016903736,0.055350848,0.0007159148,0.014499218,0.00003771222,0.000011578258,0.00015211821,0.007871864],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99309653,0.0024455644,0.0010204574,0.00033561746,0.0019853974,0.0011164129],"domain_scores_gemma":[0.9892443,0.007801921,0.00090599747,0.00027626392,0.0005367436,0.0012347881],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01512262,0.00025256237,0.000559818,0.00080383476,0.00024730712,0.0020273486,0.0007451987,0.00021647877,0.00017811592],"category_scores_gemma":[0.12560327,0.00020850806,0.00037501444,0.002190088,0.0006756455,0.0029574903,0.00018640056,0.0010426684,0.00021494487],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092859445,0.00032207085,0.0032946935,0.00011844286,0.00035412147,0.0005096272,0.02219378,0.0000013997534,0.0007001644,0.07354298,0.016515356,0.8823545],"study_design_scores_gemma":[0.00026325314,0.00030285222,0.0009964822,0.00029373675,0.00008322128,0.000084680105,0.005237768,0.000037360885,0.00037859773,0.02817591,0.96387804,0.0002680788],"about_ca_topic_score_codex":0.00082542613,"about_ca_topic_score_gemma":0.00016840934,"teacher_disagreement_score":0.9473627,"about_ca_system_score_codex":0.00065275613,"about_ca_system_score_gemma":0.0053791534,"threshold_uncertainty_score":0.99900866},"labels":[],"label_agreement":null},{"id":"W4395003839","doi":"10.1177/14687941241246173","title":"Affecting photos: Photographs as shared, affective ethnographic spaces","year":2024,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Embodied cognition; Affect (linguistics); Ethnography; Popularity; Visual research; Sociology; Photo elicitation; Aesthetics; Visual arts; Visual culture; Extant taxon; Psychology; Epistemology; Social psychology; Art; Communication; Anthropology","score_opus":0.8133724478262857,"score_gpt":0.777889685872314,"score_spread":0.03548276195397171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395003839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81789744,0.0048684594,0.00071840925,0.002000766,0.00042252592,0.0018369753,0.00004665093,0.0005612608,0.17164753],"genre_scores_gemma":[0.9935403,0.0004953502,0.0011201162,0.000048296417,0.0003679787,0.00071463094,0.000005757282,0.00006492645,0.0036426762],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9492752,0.043323476,0.00036031325,0.0010076858,0.0039350213,0.0020982916],"domain_scores_gemma":[0.960688,0.036995746,0.000056149296,0.00040602137,0.0010496469,0.0008044465],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.08899198,0.0002690192,0.00039202656,0.001960875,0.0021657357,0.0013494431,0.00079194905,0.0002703044,0.0017655632],"category_scores_gemma":[0.0336417,0.00024854427,0.00031128476,0.008207671,0.0040682773,0.0009355988,0.000210612,0.002059052,0.0015197941],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112209,0.00014294137,0.00058677996,0.0002430271,0.00022823543,0.00015456937,0.8480173,0.0000010928669,0.015536843,0.11504302,0.003603913,0.0163301],"study_design_scores_gemma":[0.00028416657,0.0007974813,0.0004265698,0.0005990081,0.00001834955,0.0000020170717,0.8205602,0.0002140183,0.01267576,0.09749379,0.06648796,0.00044064433],"about_ca_topic_score_codex":0.017117457,"about_ca_topic_score_gemma":0.0028954868,"teacher_disagreement_score":0.17564285,"about_ca_system_score_codex":0.00054328283,"about_ca_system_score_gemma":0.0015322355,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W4395469326","doi":"10.1016/j.metip.2024.100141","title":"Arts-based methods as a trauma-informed approach to research: Making trauma visible and limiting harm","year":2024,"lang":"en","type":"article","venue":"Methods in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"The arts; Qualitative research; Autoethnography; Limiting; Harm; Major trauma; Psychology; Medicine; Sociology; Psychiatry; Visual arts; Social psychology; Social science; Engineering; Art","score_opus":0.900935699422208,"score_gpt":0.8051343028501872,"score_spread":0.0958013965720208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395469326","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022602892,0.0013726692,0.59233797,0.0032132163,0.00087560667,0.0012067399,0.000004179369,0.00023195935,0.37815478],"genre_scores_gemma":[0.051995277,0.00008465135,0.94473094,0.0013272291,0.00031800827,0.0008088258,0.0000016923005,0.00006674513,0.00066665176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9616409,0.032737654,0.0009370241,0.0013982513,0.0010896733,0.0021965136],"domain_scores_gemma":[0.97921777,0.019212266,0.00008360432,0.0006446754,0.00020372716,0.0006379534],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12693368,0.0003120932,0.0007744985,0.002132501,0.0006587097,0.00048305746,0.0008854522,0.0004818827,0.00037183627],"category_scores_gemma":[0.033803534,0.00030024315,0.0001724304,0.004186073,0.0013345899,0.00033995157,0.00023320156,0.0017046151,0.00008790681],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024012067,0.00017013267,0.0002791306,0.00014152743,0.000040279236,0.00005193386,0.026490996,0.000016661523,0.006090318,0.05720414,0.00069295644,0.9085818],"study_design_scores_gemma":[0.001528959,0.00080438494,0.0044718306,0.00051744585,0.00004487317,0.000031816595,0.015899364,0.0139036765,0.011521246,0.10990972,0.8405189,0.00084780995],"about_ca_topic_score_codex":0.00038423974,"about_ca_topic_score_gemma":0.00021335387,"teacher_disagreement_score":0.907734,"about_ca_system_score_codex":0.00041631836,"about_ca_system_score_gemma":0.0007262954,"threshold_uncertainty_score":0.999945},"labels":[],"label_agreement":null},{"id":"W4396595492","doi":"10.7202/1110921ar","title":"Dancefloor, prédrink et after : la construction d’une oreille techno par l’expérience collective et le corps au sein de la scène techno montréalaise","year":2022,"lang":"fr","type":"article","venue":"Les Cahiers de la Société québécoise de recherche en musique","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art; Philosophy; Humanities; Political science","score_opus":0.15989157908111856,"score_gpt":0.4987148440909186,"score_spread":0.33882326500980003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396595492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67063963,0.0018876647,0.028043097,0.0101880785,0.00034586253,0.0013863257,0.00013178683,0.00048313255,0.28689438],"genre_scores_gemma":[0.904739,0.002349329,0.077529386,0.00364982,0.00023553608,0.003424462,0.000010889331,0.00017129401,0.007890278],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9213493,0.07393748,0.0006847909,0.0010712767,0.0011094093,0.0018477377],"domain_scores_gemma":[0.9775015,0.020283092,0.0004476697,0.0007055048,0.00029796603,0.0007642585],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.04890047,0.0006375774,0.0008081007,0.000362305,0.0019973125,0.00028200963,0.0012102671,0.0032940998,0.00035833905],"category_scores_gemma":[0.019551177,0.0007772756,0.000395,0.0040337704,0.009310162,0.0005963631,0.0005465931,0.010107972,0.000014679944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00070470845,0.0010633041,0.00517217,0.00022367053,0.00032630825,0.00107336,0.331384,0.0014296463,0.01822184,0.5363123,0.0012538964,0.1028348],"study_design_scores_gemma":[0.0026164858,0.0005350877,0.0076700123,0.00038063183,0.00027445218,0.0007151503,0.19025467,0.0042485003,0.014415071,0.4173733,0.35984552,0.0016711387],"about_ca_topic_score_codex":0.08476162,"about_ca_topic_score_gemma":0.01683074,"teacher_disagreement_score":0.35859162,"about_ca_system_score_codex":0.023033615,"about_ca_system_score_gemma":0.025612228,"threshold_uncertainty_score":0.9994678},"labels":[],"label_agreement":null},{"id":"W4396829708","doi":"10.1080/1070289x.2024.2353466","title":"Islamophobia as an affective field: death and elimination","year":2024,"lang":"en","type":"article","venue":"Identities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; McMaster University; Trent University","funders":"","keywords":"Islamophobia; Field (mathematics); Psychology; Political science; Mathematics; Politics; Law","score_opus":0.3582966887004009,"score_gpt":0.6380317055713023,"score_spread":0.2797350168709014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396829708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9428162,0.00056406274,0.0005004723,0.0006857975,0.00039245086,0.00012349074,0.00000224448,0.000111746034,0.054803547],"genre_scores_gemma":[0.986066,0.00019635886,0.00015562399,0.00006872566,0.00020391667,0.000026889113,7.291164e-7,0.0000064406413,0.013275308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99877447,0.0004950203,0.00006527527,0.00015331112,0.0003162036,0.00019572521],"domain_scores_gemma":[0.9992116,0.00056820357,0.000010065459,0.000066606364,0.000054709057,0.00008882633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014362384,0.000049229166,0.00006330564,0.000105624764,0.00028172665,0.00046981088,0.00008865203,0.000051557647,0.00036171172],"category_scores_gemma":[0.0011854066,0.000049343602,0.000022772318,0.00014079595,0.00014916588,0.0007258378,0.00003624077,0.0000927706,0.000089001325],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015289163,0.000031701868,0.002925984,0.00007009005,0.000030596577,0.00006992535,0.0832177,6.9130505e-7,0.0015284711,0.8617913,0.0034166586,0.04690158],"study_design_scores_gemma":[0.0002255511,0.00076314824,0.053554405,0.00017815066,0.000067659814,0.000007702312,0.051947027,0.0010529787,0.017808206,0.79611003,0.077846445,0.000438688],"about_ca_topic_score_codex":0.0032123397,"about_ca_topic_score_gemma":0.0023182717,"teacher_disagreement_score":0.07442979,"about_ca_system_score_codex":0.000070783026,"about_ca_system_score_gemma":0.00013651684,"threshold_uncertainty_score":0.48561183},"labels":[],"label_agreement":null},{"id":"W4396860383","doi":"10.4018/979-8-3693-1289-6.ch002","title":"Community-Based Participatory Research Design Relevance for Decolonizing Postgraduate Education","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Relevance (law); Participatory action research; Participatory design; Community-based participatory research; Citizen journalism; Sociology; Engineering ethics; Library science; Pedagogy; Political science; Computer science; Engineering; World Wide Web; Anthropology","score_opus":0.7387417455941026,"score_gpt":0.6451757358401595,"score_spread":0.09356600975394302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396860383","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025636565,0.18863277,0.00029165932,0.035302904,0.02416184,0.008933887,0.000049132606,0.0003759803,0.73968816],"genre_scores_gemma":[0.0035932232,0.0043627014,0.019671183,0.0010672818,0.00034368254,0.0032049934,0.00009448687,0.00006913634,0.9675933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958189,0.0016972588,0.0005592364,0.00047242895,0.0008433142,0.00060887804],"domain_scores_gemma":[0.9953782,0.0031663305,0.000178594,0.0002618146,0.0007418009,0.0002732462],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0076537686,0.0002895229,0.00032291142,0.00052223704,0.0018514168,0.00013700195,0.0003663633,0.00031560363,0.00033936743],"category_scores_gemma":[0.0007042513,0.0002873497,0.000046609697,0.00020120305,0.00094077404,0.0009889493,0.00013785322,0.0011526109,0.0000662146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029118426,0.00033219552,0.00024763876,0.0011269685,0.000027422608,0.0000016644714,0.01548971,0.0000076069464,0.00003160269,0.9156893,0.011637288,0.055117406],"study_design_scores_gemma":[0.00009606678,0.00006851133,0.00044196082,0.0018650389,0.000010436891,2.8613744e-7,0.0013884257,0.0000023437387,0.00017220867,0.19924447,0.79644394,0.00026628777],"about_ca_topic_score_codex":0.000033319837,"about_ca_topic_score_gemma":0.00043665202,"teacher_disagreement_score":0.78480667,"about_ca_system_score_codex":0.00093192415,"about_ca_system_score_gemma":0.014599478,"threshold_uncertainty_score":0.99995786},"labels":[],"label_agreement":null},{"id":"W4398145731","doi":"10.1136/ip-2023-045087","title":"Children’s participatory needs in injury prevention: reflections on supporting children’s right to invite and comfort in discussing sensitive topics","year":2024,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Citizen journalism; Human factors and ergonomics; Poison control; Suicide prevention; Injury prevention; Occupational safety and health; Psychology; Engineering; Sociology; Forensic engineering; Medicine; Medical emergency; Computer science; World Wide Web","score_opus":0.2661471298685745,"score_gpt":0.5954275867865074,"score_spread":0.32928045691793295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398145731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938245,0.00007545007,0.0008291454,0.00157004,0.00038947322,0.0010744977,0.000020920475,0.00012474548,0.0020912548],"genre_scores_gemma":[0.99674946,0.00004378388,0.00058446004,0.00016794882,0.00043223595,0.00020911847,0.00001593923,0.000026431178,0.0017706224],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954626,0.002161368,0.00062146806,0.00050734985,0.00054332206,0.00070392276],"domain_scores_gemma":[0.9991804,0.00018021232,0.00009594545,0.00022319489,0.000045245382,0.00027499694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005436708,0.0001995719,0.00028027315,0.00091919274,0.00039152178,0.0002424918,0.0001482835,0.0001783414,0.000081752885],"category_scores_gemma":[0.00071928796,0.00019906112,0.000106712665,0.0014923782,0.00020270653,0.0006640963,0.00012783404,0.000567055,0.000032460746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048219878,0.0012887073,0.38099852,0.00014016856,0.0002034636,0.00009343884,0.086989604,0.00015412133,0.008220164,0.040844385,0.0014746411,0.47911057],"study_design_scores_gemma":[0.0007088737,0.0013158253,0.93879974,0.0021424105,0.00010457687,0.00001132643,0.005055362,0.0005907571,0.013771572,0.026951365,0.009620633,0.0009275523],"about_ca_topic_score_codex":0.0007227015,"about_ca_topic_score_gemma":0.0051414003,"teacher_disagreement_score":0.55780125,"about_ca_system_score_codex":0.000621945,"about_ca_system_score_gemma":0.00034860038,"threshold_uncertainty_score":0.81174767},"labels":[],"label_agreement":null},{"id":"W4398293739","doi":"10.1002/pan3.10646","title":"Using participatory video in environmental research","year":2024,"lang":"en","type":"article","venue":"People and Nature","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"H2020 European Research Council; Natural Environment Research Council; Economic and Social Research Council; Canadian Institutes of Health Research; Horizon 2020 Framework Programme; European Commission; Gilchrist Foundation; Royal Geographical Society; Global Challenges Research Fund; Norsk Institutt for Vannforskning","keywords":"Transformative learning; Citizen journalism; Participatory action research; Participatory GIS; Sociology; Citizen science; Engineering ethics; Public relations; Political science; Engineering","score_opus":0.6543260220576932,"score_gpt":0.6803580195203638,"score_spread":0.026031997462670597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398293739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98558545,0.010589721,0.000019325598,0.00065168587,0.00017330419,0.00016441142,0.0000056734143,0.00003063867,0.0027797627],"genre_scores_gemma":[0.99843526,0.00056422356,0.00023033933,0.000056459434,0.00019747028,0.000023810648,8.8159396e-7,0.000010233227,0.00048130608],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971532,0.0013144886,0.000106776846,0.000260234,0.00061954185,0.0005457096],"domain_scores_gemma":[0.99886096,0.00082139554,0.0000069209273,0.00010294262,0.000013572349,0.00019419852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005960492,0.00006243929,0.000104050676,0.00021761646,0.00031846142,0.0001235614,0.0001236856,0.00021190221,0.00023829023],"category_scores_gemma":[0.0008422551,0.000058311478,0.000025643401,0.0006343526,0.0003349503,0.0002340356,0.00009734401,0.00096698885,0.000041272797],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016270662,0.00048026323,0.4564059,0.0002984404,0.000094020186,0.000833654,0.23849899,0.00002240441,0.059378944,0.1388547,0.005512008,0.09945796],"study_design_scores_gemma":[0.00059087144,0.00017493905,0.32072452,0.00032311794,0.000037157733,0.0000105305,0.034481682,0.014384808,0.00644914,0.036330737,0.58582634,0.00066614273],"about_ca_topic_score_codex":0.0007254507,"about_ca_topic_score_gemma":0.0029884381,"teacher_disagreement_score":0.58031434,"about_ca_system_score_codex":0.0002016725,"about_ca_system_score_gemma":0.0002444682,"threshold_uncertainty_score":0.42011392},"labels":[],"label_agreement":null},{"id":"W4398765392","doi":"10.1086/729547","title":"Artful Community Inquiry","year":2024,"lang":"en","type":"article","venue":"Schools","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociology; Epistemology; Philosophy","score_opus":0.8336136298912938,"score_gpt":0.7192439221480385,"score_spread":0.11436970774325539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398765392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86100554,0.0007337572,0.0017080652,0.0027274205,0.0012023016,0.00024210404,0.000005813159,0.00047972053,0.1318953],"genre_scores_gemma":[0.9946719,0.00004131637,0.00085035776,0.00018748814,0.0005068625,0.000035546054,0.0000012750817,0.000010548729,0.0036947106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548966,0.0034248342,0.00011532687,0.00011895735,0.00045743384,0.0003938187],"domain_scores_gemma":[0.99860096,0.0007955049,0.000010979165,0.00025645076,0.00005749825,0.00027862052],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008307053,0.000060466453,0.00008950826,0.000083150655,0.00065306446,0.00032853152,0.00035698173,0.000071370756,0.00077632425],"category_scores_gemma":[0.0043802755,0.000056659483,0.00005359703,0.0004937677,0.00033066084,0.0003600531,0.00009676453,0.0008309617,0.002358548],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003341881,0.00020191651,0.012060826,0.00013728657,0.00010961177,0.0001222062,0.15098023,0.0000072655284,0.009003223,0.4345461,0.19607253,0.19672537],"study_design_scores_gemma":[0.000078495774,0.000058059657,0.008734378,0.00009497869,0.000010028159,6.41483e-7,0.021837868,0.0000884623,0.0011881517,0.05634492,0.9114016,0.00016238172],"about_ca_topic_score_codex":0.001125325,"about_ca_topic_score_gemma":0.00039885045,"teacher_disagreement_score":0.7153291,"about_ca_system_score_codex":0.0001503033,"about_ca_system_score_gemma":0.00051947916,"threshold_uncertainty_score":0.9984182},"labels":[],"label_agreement":null},{"id":"W4399403080","doi":"10.1007/978-981-19-6056-7_16","title":"Qualitative Visual Methods in Research with Girls and Women with Disabilities in the Global South","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University; McGill University; Carleton University","funders":"","keywords":"Psychology; Qualitative research; Gender studies; Visual research; Developmental psychology; Sociology; Social science; Visual arts; Art","score_opus":0.8297259201976459,"score_gpt":0.764931173572861,"score_spread":0.0647947466247849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399403080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06656446,0.00041795892,0.0003191954,0.0012106051,0.00003549452,0.0013271077,0.000039136194,0.00004666996,0.93003935],"genre_scores_gemma":[0.3925035,0.00014893222,0.017739376,0.00020021634,0.000295457,0.0012339159,0.000004263055,0.00010630667,0.587768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98470116,0.010681799,0.00040046216,0.000762191,0.002264478,0.001189935],"domain_scores_gemma":[0.9881685,0.010951643,0.000060858165,0.0003108095,0.00022302903,0.00028517138],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.055183753,0.00030285053,0.0005495442,0.00034007398,0.00030515777,0.00038783747,0.0005295558,0.00028015897,0.00044992723],"category_scores_gemma":[0.0030651048,0.00016862762,0.00003520747,0.00071475905,0.0062294044,0.00020477895,0.0002442199,0.001410829,0.00004476283],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023890828,0.000025659574,0.0009579337,0.00006675104,0.00003730068,0.00003247053,0.4171459,5.3839517e-7,7.9732484e-7,0.5794357,0.000031465395,0.0020265775],"study_design_scores_gemma":[0.00024358832,0.0007708574,0.00063526566,0.00023843024,0.00001013712,0.0000011667568,0.62963384,0.000014535481,0.0000025093811,0.35076386,0.01743256,0.0002532641],"about_ca_topic_score_codex":0.0036883294,"about_ca_topic_score_gemma":0.029292924,"teacher_disagreement_score":0.34227136,"about_ca_system_score_codex":0.0013717002,"about_ca_system_score_gemma":0.0013853597,"threshold_uncertainty_score":0.9964751},"labels":[],"label_agreement":null},{"id":"W4399452118","doi":"10.55016/ojs/ajer.v60i4.55849","title":"Participatory Visual and Digital Methods (2013) by Aline Gubrium &amp; Krista Harper","year":2015,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Psychology","score_opus":0.7758774363717107,"score_gpt":0.7260431823140304,"score_spread":0.04983425405768027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399452118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9106383,0.0040558656,0.0004501889,0.04579527,0.0006797216,0.00030206793,0.000012405994,0.0000027939618,0.038063414],"genre_scores_gemma":[0.8920123,0.00038308883,0.0068086633,0.00021901091,0.0015452956,0.0000514104,0.000014148428,0.000043803742,0.09892225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99068666,0.005114368,0.00063766714,0.00029561046,0.002306626,0.0009590711],"domain_scores_gemma":[0.95986414,0.035284724,0.00021135197,0.00023043329,0.0024394742,0.001969876],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.022621531,0.00015219933,0.00032304646,0.00038789352,0.0005112422,0.00048548527,0.00062044436,0.00013897721,0.003898144],"category_scores_gemma":[0.14919557,0.0001351223,0.00009381151,0.0007398018,0.001584517,0.0011179451,0.00020156463,0.0007497563,0.00038160878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043316052,0.0014132141,0.09603713,0.00003365493,0.00020302192,0.0000031324691,0.02109061,0.000008602115,0.0035371962,0.015690617,0.8509123,0.010637411],"study_design_scores_gemma":[0.00046292276,0.00027969969,0.0028101918,0.000038206585,0.000020544856,0.00001529835,0.0037797522,0.0000671158,0.00040074278,0.0044244863,0.98752755,0.00017346423],"about_ca_topic_score_codex":0.003695797,"about_ca_topic_score_gemma":0.0015645697,"teacher_disagreement_score":0.13661532,"about_ca_system_score_codex":0.00046984386,"about_ca_system_score_gemma":0.00515969,"threshold_uncertainty_score":0.99701244},"labels":[],"label_agreement":null},{"id":"W4399578335","doi":"10.1007/s10584-024-03757-8","title":"“I start to doubt whether any of my actions will matter”: youth activists’ experiences and expressions of the emotions associated with climate change","year":2024,"lang":"en","type":"article","venue":"Climatic Change","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; University of Manitoba; NSCAD University; University of Winnipeg; Dalhousie University","funders":"","keywords":"Grounded theory; Photovoice; Climate change; Modalities; Action (physics); Psychology; Social psychology; Qualitative research; Sociology; Social science; Ecology","score_opus":0.647760699337449,"score_gpt":0.5667548895277597,"score_spread":0.0810058098096893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399578335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99351674,0.00015553515,0.00010582042,0.001970295,0.00025042536,0.00095799734,0.00015642263,0.000054490363,0.0028322467],"genre_scores_gemma":[0.99856734,0.00009555196,0.00023996308,0.00011747152,0.00009830209,0.00065100414,0.00000254984,0.000021255435,0.0002065676],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975772,0.00080680393,0.0002594789,0.00025792723,0.0006162826,0.00048229843],"domain_scores_gemma":[0.99864197,0.0006128736,0.00013415891,0.0002921425,0.000111898386,0.00020694609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015667632,0.00013657325,0.00026808394,0.00015283357,0.0004688006,0.00007822872,0.0002719311,0.00007830543,0.00041536763],"category_scores_gemma":[0.00060080946,0.00008989134,0.0000730039,0.00092506106,0.00071793894,0.00047392602,0.00017764111,0.00016219066,0.000012517464],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000211422,0.00017972573,0.014321009,0.000181305,0.00005078676,0.0000016323102,0.98008204,5.6702294e-7,0.0027020376,0.001092588,0.00012989058,0.0012372866],"study_design_scores_gemma":[0.00051187485,0.0004794819,0.24380215,0.005260158,0.00025625032,0.0000017859029,0.7422967,0.0005406374,0.0030115456,0.0008016405,0.0025241626,0.0005135972],"about_ca_topic_score_codex":0.00049941003,"about_ca_topic_score_gemma":0.0009071034,"teacher_disagreement_score":0.23778531,"about_ca_system_score_codex":0.00009892904,"about_ca_system_score_gemma":0.000095897216,"threshold_uncertainty_score":0.45479843},"labels":[],"label_agreement":null},{"id":"W4399602724","doi":"10.35502/jcswb.392","title":"Reconciliation and community well-being: Collaborating by design in the city of Winnipeg","year":2024,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sociology; Architectural engineering; Geography; Engineering","score_opus":0.2464201777276161,"score_gpt":0.503791111615589,"score_spread":0.2573709338879729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399602724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717869,0.00088659424,0.0049521006,0.003097173,0.00012262947,0.00023537767,0.000002346944,0.000014168319,0.018902682],"genre_scores_gemma":[0.99709696,0.0015068736,0.0010170647,0.00022282347,0.00006861774,0.0000024645403,0.0000013645704,0.000009507463,0.000074300886],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96832836,0.029992608,0.00070202415,0.00006819139,0.00060484436,0.0003039969],"domain_scores_gemma":[0.9841,0.01491158,0.00029955283,0.00025508972,0.00028443002,0.00014938359],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.061061278,0.00013079189,0.00035352464,0.00017912715,0.0021060114,0.00023383979,0.0005945623,0.00013228429,0.00003005535],"category_scores_gemma":[0.0052016336,0.0001053491,0.00006281359,0.0008128734,0.0006000927,0.0006930758,0.00015710735,0.0026522418,0.0000010611373],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006213554,0.0005266357,0.043953173,0.00040222102,0.00016169548,0.000026937232,0.883768,0.00016954067,0.0057067545,0.020199737,0.0011541301,0.043309785],"study_design_scores_gemma":[0.0028125707,0.0025770566,0.12743074,0.0028843933,0.0002735747,0.000070977665,0.55662704,0.0053757653,0.00955693,0.20072752,0.09084551,0.00081792515],"about_ca_topic_score_codex":0.002918874,"about_ca_topic_score_gemma":0.0012704247,"teacher_disagreement_score":0.327141,"about_ca_system_score_codex":0.00016770704,"about_ca_system_score_gemma":0.0003832703,"threshold_uncertainty_score":0.9996487},"labels":[],"label_agreement":null},{"id":"W4399672141","doi":"10.18357/ijcyfs151202421950","title":"INVINCIBLE: WE’RE STILL HERE!","year":2024,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"History","score_opus":0.5420172576586069,"score_gpt":0.6094845137584036,"score_spread":0.06746725609979676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399672141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8165841,0.122221485,0.0004604001,0.038647883,0.0046590418,0.00011640023,0.000049652725,0.000046568846,0.017214442],"genre_scores_gemma":[0.97618705,0.021033179,0.0002394788,0.0010334767,0.0012609672,0.0000017731581,4.329157e-7,0.0000075639177,0.00023606718],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981764,0.00026337206,0.0003058452,0.00012150216,0.0009274103,0.00020549024],"domain_scores_gemma":[0.9986632,0.0004990574,0.000090705165,0.000045720346,0.0005410598,0.0001602842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020664928,0.00009003539,0.00018789485,0.00022616793,0.00016121789,0.00018472389,0.000296377,0.000041587315,0.000017505881],"category_scores_gemma":[0.0017729971,0.00006752841,0.00008867065,0.0001622953,0.00039808842,0.00034599818,0.000107800624,0.00027564037,0.0000086838945],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046258353,0.00026288332,0.0361611,0.00013246786,0.0048486697,0.0008964599,0.6044041,0.000047671358,0.00039396135,0.040445082,0.044953506,0.2669915],"study_design_scores_gemma":[0.0007218371,0.0002807473,0.016897958,0.0014768835,0.00013399664,0.000029191413,0.21695024,0.00008515809,0.00016635873,0.011784348,0.7511998,0.00027352796],"about_ca_topic_score_codex":0.000058511585,"about_ca_topic_score_gemma":0.000053339965,"teacher_disagreement_score":0.70624626,"about_ca_system_score_codex":0.000120318866,"about_ca_system_score_gemma":0.00016065923,"threshold_uncertainty_score":0.27537286},"labels":[],"label_agreement":null},{"id":"W4399713466","doi":"10.32920/26046652.v1","title":"Spaces of Care / Photography as Queer Racialized Affective Archives: A Collaborative Project","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Queer; Photovoice; Ephemeral key; Sociology; Feeling; Citizen journalism; Theme (computing); Gender studies; The arts; Aesthetics; Media studies; Visual arts; Art; Psychology; Social psychology; Computer science; World Wide Web","score_opus":0.2734332119379739,"score_gpt":0.6237152063714368,"score_spread":0.350281994433463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399713466","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30744517,0.004635702,0.0004822776,0.00035866667,0.00091798004,0.0056356275,0.00036146434,0.00033740565,0.6798257],"genre_scores_gemma":[0.9822763,0.00091389404,0.01013323,0.000048389364,0.0003246906,0.0019252228,0.000017907558,0.000061513594,0.0042988034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99052924,0.0062830774,0.00038906457,0.0008324828,0.0013087089,0.0006574066],"domain_scores_gemma":[0.9964557,0.0019177956,0.00025166487,0.0004419878,0.00066923717,0.00026358952],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024466864,0.00036236393,0.00081673265,0.000845886,0.00028017382,0.0003215726,0.0006679053,0.00038850692,0.00031421098],"category_scores_gemma":[0.0039373683,0.00030916667,0.00046309296,0.0017983693,0.0019736981,0.00008570474,0.0011200618,0.0010295091,0.000044188055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006135235,0.00015049327,0.0014291564,0.0014281999,0.0008157191,0.000046127625,0.897379,0.000012927827,0.0017139455,0.08818634,0.0017329626,0.006491615],"study_design_scores_gemma":[0.0008646446,0.0010538504,0.0006973051,0.001942583,0.000422593,4.2192522e-7,0.67032254,0.00017959315,0.052556645,0.1702409,0.100491315,0.0012275978],"about_ca_topic_score_codex":0.027090698,"about_ca_topic_score_gemma":0.014160551,"teacher_disagreement_score":0.6755269,"about_ca_system_score_codex":0.00021866718,"about_ca_system_score_gemma":0.008673403,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W4399713638","doi":"10.32920/26046652","title":"Spaces of Care / Photography as Queer Racialized Affective Archives: A Collaborative Project","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Queer; Photovoice; Ephemeral key; Sociology; Theme (computing); Feeling; Gender studies; Citizen journalism; The arts; Aesthetics; Visual arts; Media studies; Art; Psychology; Social psychology; Computer science; World Wide Web","score_opus":0.2734332119379739,"score_gpt":0.6237152063714368,"score_spread":0.350281994433463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399713638","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30744517,0.004635702,0.0004822776,0.00035866667,0.00091798004,0.0056356275,0.00036146434,0.00033740565,0.6798257],"genre_scores_gemma":[0.9822763,0.00091389404,0.01013323,0.000048389364,0.0003246906,0.0019252228,0.000017907558,0.000061513594,0.0042988034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99052924,0.0062830774,0.00038906457,0.0008324828,0.0013087089,0.0006574066],"domain_scores_gemma":[0.9964557,0.0019177956,0.00025166487,0.0004419878,0.00066923717,0.00026358952],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024466864,0.00036236393,0.00081673265,0.000845886,0.00028017382,0.0003215726,0.0006679053,0.00038850692,0.00031421098],"category_scores_gemma":[0.0039373683,0.00030916667,0.00046309296,0.0017983693,0.0019736981,0.00008570474,0.0011200618,0.0010295091,0.000044188055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006135235,0.00015049327,0.0014291564,0.0014281999,0.0008157191,0.000046127625,0.897379,0.000012927827,0.0017139455,0.08818634,0.0017329626,0.006491615],"study_design_scores_gemma":[0.0008646446,0.0010538504,0.0006973051,0.001942583,0.000422593,4.2192522e-7,0.67032254,0.00017959315,0.052556645,0.1702409,0.100491315,0.0012275978],"about_ca_topic_score_codex":0.027090698,"about_ca_topic_score_gemma":0.014160551,"teacher_disagreement_score":0.6755269,"about_ca_system_score_codex":0.00021866718,"about_ca_system_score_gemma":0.008673403,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W4399981626","doi":"10.1007/978-981-97-3218-0_16","title":"A Visionary Conversation: International NGOs on Cellphilming in Interventions and Advocacy","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Conversation; Psychological intervention; Political science; Sociology; Medicine; Nursing; Communication","score_opus":0.8961497087210226,"score_gpt":0.7568218271675811,"score_spread":0.13932788155344156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399981626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006635647,0.009257928,0.0000079526,0.06048496,0.002215324,0.001326068,0.000058241585,0.00003288065,0.919981],"genre_scores_gemma":[0.43864903,0.0050811283,0.0006584896,0.00031286056,0.0015825602,0.0010110099,0.00008301247,0.00008026102,0.5525417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516475,0.0006660014,0.00059531286,0.0007237213,0.0022489724,0.000601235],"domain_scores_gemma":[0.9886066,0.010004277,0.00009001486,0.00026754392,0.0008095314,0.00022203584],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009817267,0.00023204242,0.0003365038,0.0021933767,0.00047045096,0.00013481134,0.00047776793,0.00020097001,0.0025043513],"category_scores_gemma":[0.009819379,0.00024385228,0.00014426607,0.0004000201,0.0024521514,0.00016656028,0.00039158118,0.0014389084,0.0005459976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119820535,0.00033198704,0.0016429648,0.00045196133,0.0001409484,0.00007207681,0.02229627,0.00004788411,0.0000098149685,0.95510226,0.012510008,0.007273976],"study_design_scores_gemma":[0.0006604204,0.0002956103,0.0028453323,0.007995789,0.000020741369,0.0000014049721,0.023488624,0.00042010422,0.000017534749,0.35121694,0.6125708,0.00046667797],"about_ca_topic_score_codex":0.00040442438,"about_ca_topic_score_gemma":0.0024896322,"teacher_disagreement_score":0.60388535,"about_ca_system_score_codex":0.0026116625,"about_ca_system_score_gemma":0.003179142,"threshold_uncertainty_score":0.9985213},"labels":[],"label_agreement":null},{"id":"W4399982067","doi":"10.1007/978-981-97-3218-0_13","title":"Re-embodying Education: Sensory and Visual Methodologies of Cellphilm and Walking with Video","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sensory system; Computer science; Psychology; Physical medicine and rehabilitation; Medicine; Cognitive psychology","score_opus":0.8736637938378791,"score_gpt":0.7330292245455002,"score_spread":0.14063456929237883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399982067","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032623224,0.0644077,0.000030987336,0.016438339,0.0009026702,0.001561439,0.000031547712,0.000047760594,0.8839563],"genre_scores_gemma":[0.4164294,0.017564539,0.024183663,0.00027920058,0.0021336803,0.0010113573,0.000024386738,0.00017345042,0.5382003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99476784,0.0014362328,0.00048652466,0.0007564566,0.0018841337,0.00066881755],"domain_scores_gemma":[0.9724848,0.025466574,0.0001401398,0.0002501523,0.0014123688,0.00024595778],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.015975539,0.00027607527,0.00056161877,0.0011647125,0.0007373589,0.00011476435,0.00025619965,0.00021920665,0.00028596763],"category_scores_gemma":[0.014552088,0.0002458995,0.000058327038,0.0003918147,0.0068150284,0.00014681368,0.00036775146,0.0010865792,0.000022200615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003374138,0.00020734369,0.0041146986,0.0027711,0.00042394563,0.00002698695,0.046907634,0.000015303733,0.00022459669,0.8909256,0.0055879503,0.048457436],"study_design_scores_gemma":[0.0004918944,0.0007938282,0.0032215822,0.006875019,0.00013740885,0.00000480019,0.15514408,0.000092264454,0.00067823683,0.5927808,0.23882943,0.0009506383],"about_ca_topic_score_codex":0.00039006412,"about_ca_topic_score_gemma":0.001673231,"teacher_disagreement_score":0.38380617,"about_ca_system_score_codex":0.00075978634,"about_ca_system_score_gemma":0.006303235,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W4399982131","doi":"10.1007/978-981-97-3218-0_11","title":"Cellphones Beyond the Workshop: Youth Researchers Owning Gender Transformative Change Through Participatory Visual Research in Rural India During COVID-19","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"International Development Research Centre","keywords":"Transformative learning; Citizen journalism; Participatory action research; Coronavirus disease 2019 (COVID-19); Photovoice; Sociology; Political science; Geography; Socioeconomics; Economic growth; Pedagogy; Medicine; Anthropology; Economics","score_opus":0.9517311253649792,"score_gpt":0.7440521828352994,"score_spread":0.20767894252967978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399982131","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1537964,0.0529224,0.000010053254,0.06940359,0.0022884298,0.008990049,0.00030842016,0.00014466034,0.712136],"genre_scores_gemma":[0.8926964,0.008936989,0.00012384454,0.00057424256,0.0027688022,0.0065878695,0.00008684551,0.00021031065,0.08801473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97528094,0.009012057,0.00124766,0.0013994601,0.009069573,0.0039902804],"domain_scores_gemma":[0.96119344,0.035026293,0.00015784297,0.0007865201,0.0018197227,0.0010161671],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06882345,0.0006089485,0.00084210676,0.0033016508,0.004504989,0.0004741051,0.0017797592,0.0006558285,0.0014875829],"category_scores_gemma":[0.018805576,0.00051307725,0.0002763983,0.0031573682,0.014924257,0.00069703616,0.0010293561,0.0077371816,0.00066897605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0004977281,0.0004042399,0.0027580394,0.0011450513,0.000269399,0.00019383991,0.74993986,0.00008106779,0.000019913217,0.24003723,0.003670605,0.0009830309],"study_design_scores_gemma":[0.0009295016,0.00025089624,0.002441142,0.0020355002,0.000037047637,0.0000019660888,0.697598,0.00009922728,0.00008741174,0.23083809,0.064882025,0.0007992324],"about_ca_topic_score_codex":0.0030862791,"about_ca_topic_score_gemma":0.010731489,"teacher_disagreement_score":0.73889995,"about_ca_system_score_codex":0.010718166,"about_ca_system_score_gemma":0.014715768,"threshold_uncertainty_score":0.9997321},"labels":[],"label_agreement":null},{"id":"W4400111132","doi":"10.4000/11whj","title":"The Merits and Pitfalls of Participatory Action Research: Navigating Tokenism and Inclusion with Lived Experience Members","year":2024,"lang":"en","type":"article","venue":"International Review of Public Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Participatory action research; Inclusion (mineral); Tokenism; Phenomenon; Sociology; Lived experience; Citizen journalism; Vision; Action research; Poverty; Value (mathematics); Action (physics); Public relations; Engineering ethics; Political science; Social science; Epistemology; Psychology; Engineering; Pedagogy; Computer science","score_opus":0.7705563513484813,"score_gpt":0.7135452587786982,"score_spread":0.057011092569783095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400111132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91996175,0.049491823,0.00011184714,0.022877881,0.00014151588,0.0003958233,0.000007720887,0.000025757416,0.0069858637],"genre_scores_gemma":[0.93953645,0.05964985,0.00027379405,0.00013669899,0.00013858182,0.00008674116,9.442318e-7,0.0000073270444,0.00016961545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99599975,0.001684145,0.00032982105,0.00019269426,0.0014728582,0.00032075171],"domain_scores_gemma":[0.99707615,0.0019221948,0.00011498913,0.00013349595,0.0005522573,0.00020091062],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010885057,0.00007181339,0.0001523408,0.00012841052,0.0007427441,0.00011748698,0.00038202674,0.000036366982,0.000049437476],"category_scores_gemma":[0.014557798,0.000047994814,0.00003312763,0.000605991,0.0016257933,0.00048248496,0.00090328814,0.00024515577,0.0000015506461],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022159684,0.00005153842,0.0022334359,0.0013890534,0.00008996148,0.0000056736785,0.06794598,3.1530192e-7,0.004579355,0.35526988,0.00029560184,0.568117],"study_design_scores_gemma":[0.00043189488,0.00040797848,0.015219539,0.022165824,0.000043545857,0.000016776756,0.021090511,0.001781512,0.0056429445,0.026048718,0.9067736,0.00037714324],"about_ca_topic_score_codex":0.002569736,"about_ca_topic_score_gemma":0.00032280947,"teacher_disagreement_score":0.906478,"about_ca_system_score_codex":0.00016050831,"about_ca_system_score_gemma":0.0008303027,"threshold_uncertainty_score":0.993743},"labels":[],"label_agreement":null},{"id":"W4400150233","doi":"10.1016/j.cdnut.2024.102177","title":"A Photovoice Study Investigating Inequalities in Nutrition and Healthy Ageing in Older Black African Adults in the United Kingdom","year":2024,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Canadian Institutes of Health Research","keywords":"Photovoice; Kingdom; Gerontology; Inequality; Ageing; Healthy ageing; Black african; Geography; Psychology; Sociology; Medicine; Economic growth; Ethnology; Geology","score_opus":0.5757790363083881,"score_gpt":0.5927996254862813,"score_spread":0.017020589177893175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400150233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99594724,0.0008468558,0.000020377185,0.00046878358,0.00021287154,0.0023165133,0.000005747171,0.000037473863,0.00014410801],"genre_scores_gemma":[0.9973389,0.00077899994,0.00044192583,0.0000795506,0.00006901392,0.0012489822,0.000026525235,0.000012648526,0.0000034435],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9933889,0.004207288,0.00067308784,0.0004281701,0.0007029143,0.0005996421],"domain_scores_gemma":[0.9984795,0.001175354,0.00007289257,0.000102771446,0.00006127361,0.000108239896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00823675,0.00016206868,0.0002367317,0.0014010164,0.00016384509,0.00020529071,0.00023019002,0.00008893119,0.000006822755],"category_scores_gemma":[0.0020608224,0.00015653504,0.000017942466,0.0038539912,0.00023959421,0.00046440895,0.000080895705,0.0006905358,0.0000038227918],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012011504,0.0030680462,0.4155502,0.0024384456,0.0000069950593,0.00013599837,0.56406516,0.000009224277,0.000085558444,0.0025064594,0.000089939385,0.011923878],"study_design_scores_gemma":[0.0053570583,0.00015884322,0.7270871,0.01581644,0.0000056854306,9.843562e-7,0.23485053,0.0025078424,0.00007035032,0.006691584,0.0070196935,0.000433902],"about_ca_topic_score_codex":0.006428083,"about_ca_topic_score_gemma":0.020144228,"teacher_disagreement_score":0.3292146,"about_ca_system_score_codex":0.0008377549,"about_ca_system_score_gemma":0.00034362872,"threshold_uncertainty_score":0.99773556},"labels":[],"label_agreement":null},{"id":"W4400419308","doi":"10.3224/ijar.v20i1.05","title":"From Participatory Research to the Co-construction of Actions – Reflections on how to Reinforce Action Research for Social Inclusion","year":2024,"lang":"en","type":"article","venue":"IJAR – International Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Action research; Inclusion (mineral); Sociology; Social research; Citizen journalism; Action (physics); Engineering ethics; Epistemology; Social science; Political science; Pedagogy; Engineering; Anthropology; Philosophy","score_opus":0.9523100311325184,"score_gpt":0.8101747620927239,"score_spread":0.14213526903979457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400419308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72927296,0.00013848678,0.017860848,0.22839843,0.006564024,0.002506399,0.00021662682,0.000093621056,0.0149486335],"genre_scores_gemma":[0.98477745,0.00021183297,0.0016034717,0.00009087884,0.007753564,0.00034665555,0.000009688056,0.000041864267,0.0051645925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9798391,0.008839473,0.0007201711,0.000491565,0.009060417,0.0010492597],"domain_scores_gemma":[0.9786377,0.009980497,0.00017601793,0.00033170218,0.010318889,0.00055520685],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.056936223,0.0001539533,0.0002751788,0.004017123,0.004698861,0.00088327605,0.0015090515,0.00027079965,0.0006399633],"category_scores_gemma":[0.022224722,0.00012903861,0.000265026,0.0035714284,0.001149516,0.0009976907,0.0005817679,0.002777506,0.0002939735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00570148,0.00057821267,0.00016019525,0.000081491715,0.0006680735,0.000042152973,0.08743865,0.00084977126,0.26704583,0.0852348,0.28750676,0.2646926],"study_design_scores_gemma":[0.00032308148,0.0010373858,0.0006626011,0.00026019305,0.00001594039,0.000007684735,0.04630423,0.00042442957,0.045281626,0.012011092,0.8935487,0.00012302765],"about_ca_topic_score_codex":0.0026683782,"about_ca_topic_score_gemma":0.0020644423,"teacher_disagreement_score":0.60604197,"about_ca_system_score_codex":0.0036256313,"about_ca_system_score_gemma":0.0027790826,"threshold_uncertainty_score":0.9995231},"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":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4400442004","doi":"10.5465/amproc.2024.13836symposium","title":"Advancing Categories Research: The Heterogeneity and Interplay of Actors and Audiences","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Sociology; Epistemology; Philosophy","score_opus":0.42599224352561105,"score_gpt":0.6184847460783895,"score_spread":0.1924925025527785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400442004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98206383,0.0019461529,0.000037983442,0.00480842,0.000045121316,0.00035733363,0.0000012760692,0.000031391977,0.010708494],"genre_scores_gemma":[0.9961614,0.0028459544,0.00049932423,0.00003835367,0.000050429953,0.000036287223,5.2588927e-8,0.0000068477543,0.00036135645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981716,0.00017588757,0.00021818213,0.0002661378,0.00076636695,0.00040178275],"domain_scores_gemma":[0.99906343,0.00066263886,0.000058670692,0.00003630583,0.00007096082,0.00010800878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110726,0.00007918339,0.00014223641,0.00022124905,0.00034985723,0.00012416492,0.00035742598,0.000059402457,0.000011371324],"category_scores_gemma":[0.0009795687,0.000055646324,0.000026098522,0.00065154955,0.0020769185,0.000560143,0.00046808756,0.00029134477,0.000001445317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004636159,0.000030479749,0.020774232,0.0015145708,0.0001614075,0.0000027274705,0.0549479,5.3319246e-7,0.005523823,0.8290309,0.0032084114,0.08475871],"study_design_scores_gemma":[0.0003288151,0.00045822008,0.09812122,0.0012491328,0.0001545216,0.000003352296,0.17050323,0.00073696865,0.07084069,0.12966299,0.5275083,0.00043256435],"about_ca_topic_score_codex":0.00011945187,"about_ca_topic_score_gemma":0.000028330081,"teacher_disagreement_score":0.6993678,"about_ca_system_score_codex":0.000041961746,"about_ca_system_score_gemma":0.000028326125,"threshold_uncertainty_score":0.76524925},"labels":[],"label_agreement":null},{"id":"W4400584032","doi":"10.56105/cjsae.v30i2.5441","title":"Women’s Illness Narratives: Storytelling as Art-Informed Inquiry","year":2018,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Narrative; Emotive; Immigration; Storytelling; Narrative inquiry; Refugee; Sociology; Gender studies; The arts; Qualitative research; Psychology; Political science; Anthropology","score_opus":0.36055611670470494,"score_gpt":0.5856174458141247,"score_spread":0.22506132910941973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400584032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893751,0.00006738495,0.0003637696,0.0013142152,0.004032262,0.0008219596,0.0000027246654,0.0000063008865,0.0040162522],"genre_scores_gemma":[0.99464154,0.0000185669,0.00020342958,0.00021392078,0.0016179036,0.00018446342,6.8767156e-7,0.000011508182,0.003107978],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980965,0.00056859455,0.00027917724,0.00012256026,0.0003849422,0.0005482248],"domain_scores_gemma":[0.9969802,0.0004874424,0.00019528244,0.0001797815,0.0013484922,0.00080883974],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032723977,0.00008815472,0.00013592678,0.00023627066,0.0034071298,0.00014506739,0.00047192263,0.00004830808,0.0004408042],"category_scores_gemma":[0.0060219383,0.00006975914,0.00004804924,0.0003648299,0.0007867835,0.000317524,0.000008228508,0.00019171592,0.000040323866],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004342171,0.000095149124,0.0018923655,0.000007342227,0.000054672553,4.5094097e-7,0.95905834,0.0000060938746,0.000019384466,0.0031785772,0.008227643,0.027416572],"study_design_scores_gemma":[0.00020374868,0.00054798706,0.0027675566,0.000028494616,0.000010592392,0.0000014558372,0.7910261,0.000010107594,0.0000646431,0.0027222529,0.20253687,0.00008016071],"about_ca_topic_score_codex":0.014458615,"about_ca_topic_score_gemma":0.2500566,"teacher_disagreement_score":0.23559797,"about_ca_system_score_codex":0.001014041,"about_ca_system_score_gemma":0.013325692,"threshold_uncertainty_score":0.9978903},"labels":[],"label_agreement":null},{"id":"W4400584035","doi":"10.56105/cjsae.v32i2.5588","title":"Finding the Extraordinary in the Ordinary","year":2020,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Creativity; Photography; Transformative learning; Visual arts; Narrative; Natural (archaeology); Style (visual arts); Art; Sociology; Pedagogy; Art history; Psychology; History; Literature; Archaeology","score_opus":0.5804797146962262,"score_gpt":0.6182095231850063,"score_spread":0.03772980848878016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400584035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92834145,0.00031625704,0.00008705563,0.067657,0.00068783923,0.0010979122,0.0000031171628,0.0000025662002,0.0018068154],"genre_scores_gemma":[0.99808973,0.000021715985,0.000065068685,0.00088414113,0.00062341994,0.00010306676,3.754807e-7,0.000006495901,0.00020596484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976801,0.0013760574,0.00020708518,0.00009339949,0.00031606565,0.00032725348],"domain_scores_gemma":[0.99802625,0.0012195143,0.000103893486,0.00014539076,0.00022516248,0.00027976788],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042475457,0.000060857525,0.00008658133,0.00007641044,0.0021699714,0.00013402244,0.00085419096,0.000026546611,0.000061920946],"category_scores_gemma":[0.005015918,0.000032511336,0.000055754586,0.00056691864,0.00022966939,0.00014030574,0.00001091593,0.00032974043,0.0000037073341],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053679523,0.00018655974,0.04354509,0.000012368292,0.000047482474,0.0000065662093,0.8469095,0.00008100287,0.000042747186,0.009372691,0.034553308,0.065188974],"study_design_scores_gemma":[0.00022508319,0.00039991963,0.08040369,0.000023306253,0.000033840046,0.000004535384,0.84443986,0.000113276794,0.000009413153,0.0022756725,0.07200667,0.000064721506],"about_ca_topic_score_codex":0.038179316,"about_ca_topic_score_gemma":0.15082851,"teacher_disagreement_score":0.1126492,"about_ca_system_score_codex":0.00015820393,"about_ca_system_score_gemma":0.0032740512,"threshold_uncertainty_score":0.99912906},"labels":[],"label_agreement":null},{"id":"W4400584307","doi":"10.56105/cjsae.v32i2.5591","title":"Cinders","year":2020,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gender studies; White (mutation); Solidarity; Dance; Ethnography; Sociology; Race (biology); Embodied cognition; Daughter; Politics; Grievance; Art; Visual arts; Political science; Anthropology","score_opus":0.5819128540340299,"score_gpt":0.6276582181812704,"score_spread":0.04574536414724051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400584307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96390134,0.00013738654,0.00051869784,0.0304172,0.0012513298,0.00085870735,0.000003839714,0.0000050565063,0.002906439],"genre_scores_gemma":[0.9982962,0.0000095829455,0.00015789259,0.00056192675,0.00056604063,0.00003057165,2.657855e-7,0.0000058894148,0.00037163557],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989427,0.00036479655,0.00014461533,0.00007288696,0.00022703099,0.00024799258],"domain_scores_gemma":[0.9983345,0.00027414778,0.00007997289,0.00007515512,0.0004795187,0.0007566702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011924666,0.000041260824,0.00007244122,0.0000628677,0.0012946419,0.0000748834,0.00032710042,0.000021900263,0.0001181745],"category_scores_gemma":[0.005649531,0.000032414446,0.000041940068,0.00025693612,0.00014634799,0.00010302441,0.0000040495684,0.00013688268,0.0000060873112],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005353528,0.00018737333,0.045842104,0.000018108609,0.0001247561,0.000001688916,0.7646455,0.000080453276,0.00008275887,0.015164069,0.062420268,0.11137937],"study_design_scores_gemma":[0.00037646308,0.0005079525,0.02370628,0.0000146742,0.000050439205,8.6954356e-7,0.80766827,0.00010910057,0.000063919535,0.0019295195,0.16548467,0.00008783934],"about_ca_topic_score_codex":0.045971178,"about_ca_topic_score_gemma":0.197346,"teacher_disagreement_score":0.15137482,"about_ca_system_score_codex":0.00013810016,"about_ca_system_score_gemma":0.0057694316,"threshold_uncertainty_score":0.99986696},"labels":[],"label_agreement":null},{"id":"W4400584346","doi":"10.56105/cjsae.v30i2.5433","title":"Migrant Women Learning &amp; Teaching through Participatory Photography","year":2018,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Refugee; Gender studies; Citizen journalism; Storytelling; Sociology; Participatory action research; Immigration; Photovoice; Population; Political science; Narrative; Media studies; Visual arts; Anthropology; Art","score_opus":0.4151311924176648,"score_gpt":0.5943069348354116,"score_spread":0.17917574241774686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400584346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99419284,0.00010147331,0.00047640243,0.00087144604,0.0014621309,0.0006797046,0.0000026630632,0.00001067363,0.0022026615],"genre_scores_gemma":[0.9971806,0.000011593802,0.0006010887,0.00017484244,0.0009204614,0.00019083815,6.058387e-7,0.000015055312,0.00090490485],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970223,0.0014832485,0.00028835464,0.00014929453,0.00037552192,0.0006813372],"domain_scores_gemma":[0.9977026,0.00053933106,0.00019425066,0.00018829363,0.0007381021,0.0006374488],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055037234,0.00009446435,0.00014823212,0.00018888818,0.004772523,0.0001492934,0.00043342408,0.00004551807,0.0002547533],"category_scores_gemma":[0.00631717,0.00007559985,0.00007949607,0.00033567465,0.0006186056,0.0002448915,0.000010340398,0.00039785902,0.00001100682],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040232608,0.00021109471,0.060238454,0.000008738542,0.00010637709,4.1950977e-7,0.90543884,0.000012317971,0.00014019612,0.002425177,0.0039036924,0.02747448],"study_design_scores_gemma":[0.0003330667,0.0006871501,0.020525118,0.000045825353,0.00004969145,0.0000014322453,0.552253,0.000031803134,0.00006117891,0.004173585,0.4217066,0.00013157864],"about_ca_topic_score_codex":0.11466763,"about_ca_topic_score_gemma":0.3136881,"teacher_disagreement_score":0.41780287,"about_ca_system_score_codex":0.0003598178,"about_ca_system_score_gemma":0.0034119876,"threshold_uncertainty_score":0.99652314},"labels":[],"label_agreement":null},{"id":"W4400723787","doi":"10.3138/tric-2023-0004","title":"Ashtam Ntotacinan/Come Listen to Us: Theatricalization of Life Stories for the Holistic Wellness of Indigenous Women Students","year":2024,"lang":"en","type":"article","venue":"Theatre Research in Canada","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Indigenous; Psychology; Gender studies; Sociology; Pedagogy","score_opus":0.5322378393198918,"score_gpt":0.6330589421921222,"score_spread":0.10082110287223045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400723787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99178797,0.0015635823,0.00035092747,0.0011279469,0.00039459567,0.001784299,0.00012997251,0.000016731086,0.0028439877],"genre_scores_gemma":[0.99884284,0.00020185736,0.000044640175,0.000031603788,0.0001626774,0.0004439075,0.0000017773117,0.000022202987,0.0002485003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99305224,0.0023297868,0.00041795374,0.00028258172,0.0028625948,0.001054863],"domain_scores_gemma":[0.9910995,0.007705053,0.000045627225,0.00037136103,0.00031771453,0.00046074222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01499999,0.00010983671,0.00032214684,0.00037708576,0.00040263654,0.000107878244,0.0011463626,0.0000646189,0.00007229534],"category_scores_gemma":[0.0018381004,0.00008070183,0.000045755907,0.002598634,0.00042804395,0.000115847535,0.00022264475,0.00031744488,0.00000335284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014863405,0.00058921817,0.35203812,0.0029032591,0.000508424,0.00010437216,0.24281496,0.0034853376,0.0008060328,0.016500505,0.006136171,0.37262726],"study_design_scores_gemma":[0.0015350131,0.0019277832,0.07993477,0.0010745194,0.00007239373,0.0000013720556,0.2590242,0.0034026487,0.002892842,0.016556367,0.63274294,0.0008351684],"about_ca_topic_score_codex":0.94462794,"about_ca_topic_score_gemma":0.92743874,"teacher_disagreement_score":0.62660676,"about_ca_system_score_codex":0.0032555372,"about_ca_system_score_gemma":0.014316092,"threshold_uncertainty_score":0.9912718},"labels":[],"label_agreement":null},{"id":"W4400774168","doi":"10.5206/ijoh.2023.3.17310","title":"“I Always Have my Key in my Hand”: A Photovoice Exploration with Women in Post-Shelter Transition","year":2024,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; McGill University","funders":"","keywords":"Photovoice; Key (lock); Transition (genetics); Psychology; Computer science; Art; Visual arts; Computer security; Chemistry","score_opus":0.22255330444092106,"score_gpt":0.5230847511715981,"score_spread":0.3005314467306771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400774168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888938,0.00010444228,0.0042038667,0.0036979886,0.00066975807,0.0002309207,0.000017011049,0.00003354071,0.0021486364],"genre_scores_gemma":[0.9985304,0.00018193759,0.0001574173,0.00025227215,0.00046436113,0.00014009181,0.00000774805,0.000023152177,0.00024262311],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963191,0.0009947957,0.00039132012,0.00028465333,0.0014653176,0.0005447917],"domain_scores_gemma":[0.9987348,0.00044850633,0.00007969304,0.000084664236,0.00040686634,0.00024548572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042360076,0.00014973053,0.00023212536,0.00092221616,0.00014544107,0.0008411585,0.00041783424,0.00010080702,0.00038603236],"category_scores_gemma":[0.00040723482,0.00012764371,0.000061548344,0.0005071985,0.00019276733,0.00158163,0.000025178153,0.00064435654,0.00006078571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028581691,0.0008594274,0.0065570837,0.000055034146,0.00020939375,0.0036917117,0.86594105,0.0034049614,0.010195391,0.009865296,0.0000625955,0.09629988],"study_design_scores_gemma":[0.014140871,0.003340142,0.1201447,0.0068965694,0.00006585032,0.00020361788,0.63228035,0.033422526,0.03304093,0.06687583,0.086906455,0.0026821585],"about_ca_topic_score_codex":0.00067770726,"about_ca_topic_score_gemma":0.008011224,"teacher_disagreement_score":0.23366071,"about_ca_system_score_codex":0.001642455,"about_ca_system_score_gemma":0.000776028,"threshold_uncertainty_score":0.81113106},"labels":[],"label_agreement":null},{"id":"W4400799443","doi":"10.1177/10497323241245340","title":"The Eternal Present: A Photovoice Study of the Experience of Geriatrics Residents During the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Photovoice; Feeling; Pandemic; Geriatrics; Isolation (microbiology); Burnout; Coronavirus disease 2019 (COVID-19); Perspective (graphical); Psychology; Theme (computing); Medicine; Mental health; Adaptation (eye); Medical education; Nursing; Social psychology; Clinical psychology; Psychiatry; Disease","score_opus":0.9250930779562522,"score_gpt":0.8067610887051969,"score_spread":0.11833198925105526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400799443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858673,0.0030840198,0.000061032908,0.007457192,0.0002538559,0.0025300821,0.000025070687,0.000029967267,0.0006914782],"genre_scores_gemma":[0.9945896,0.0010058683,0.000028893055,0.000086465756,0.00014370469,0.00055897393,1.6139651e-7,0.00001642036,0.0035699026],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9305116,0.060372703,0.0009735945,0.0005169607,0.006215134,0.0014100122],"domain_scores_gemma":[0.95380354,0.04405999,0.00024173637,0.0007045416,0.0007015848,0.00048863015],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10350468,0.00011902722,0.0002606452,0.000202662,0.003972952,0.00019702474,0.001898475,0.000066341745,0.00006346492],"category_scores_gemma":[0.047529966,0.000060569506,0.00010034819,0.0030089503,0.0035508284,0.00019268096,0.00066322385,0.0011649054,0.00001222918],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020589764,0.00014994573,0.01762164,0.0003739537,0.0000442935,0.000004967616,0.9731002,0.000008696375,0.00042747316,0.0056306636,0.0010225251,0.0014097377],"study_design_scores_gemma":[0.00041223306,0.0004973921,0.04181105,0.00010895949,0.000005172243,0.0000012050766,0.9229214,0.00012078391,0.00032160318,0.005764668,0.027948167,0.000087362605],"about_ca_topic_score_codex":0.08819801,"about_ca_topic_score_gemma":0.015607571,"teacher_disagreement_score":0.07259044,"about_ca_system_score_codex":0.0009775618,"about_ca_system_score_gemma":0.004844117,"threshold_uncertainty_score":0.99916095},"labels":[],"label_agreement":null},{"id":"W4400890513","doi":"10.3102/ip.24.2109384","title":"Insights From Youth Co-Created Photographic Journeys Into More-Than-Human Relations With Nature and Affectively Charged Entanglements","year":2024,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Sociology; Cognitive science; Human–computer interaction; Data science; Visual arts; Psychology; Art","score_opus":0.18850301772384198,"score_gpt":0.5539214413451314,"score_spread":0.36541842362128946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400890513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97854006,0.0007425899,0.00067311455,0.0003110515,0.00010400222,0.0005328308,0.000036842437,0.0002326874,0.0188268],"genre_scores_gemma":[0.9978815,0.000048934067,0.0008475918,0.000076726676,0.00011155243,0.000055584766,0.0000409895,0.000023451063,0.0009136881],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9971133,0.0011280547,0.0001788352,0.00043501717,0.00078359933,0.00036122254],"domain_scores_gemma":[0.99886423,0.00043575178,0.00004533483,0.00016134305,0.000116734416,0.00037658997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087029685,0.00016930091,0.00019599662,0.00033359576,0.0009645163,0.00034392608,0.000192124,0.00020703574,0.0005133512],"category_scores_gemma":[0.00031373883,0.00012456634,0.000055848268,0.0010186429,0.0005970966,0.00047551817,0.00004949136,0.0006165612,0.0000376565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026248858,0.00053655484,0.3172544,0.00007441389,0.0014640876,0.00023452804,0.49352276,0.0000036804386,0.08483232,0.09727886,0.0021313473,0.0024045445],"study_design_scores_gemma":[0.0036414189,0.0013218326,0.69242305,0.0011108507,0.00067261694,0.0000024965289,0.16072151,0.0018763395,0.05450417,0.05677092,0.025123032,0.0018317752],"about_ca_topic_score_codex":0.008701503,"about_ca_topic_score_gemma":0.0094909305,"teacher_disagreement_score":0.37516862,"about_ca_system_score_codex":0.00016458821,"about_ca_system_score_gemma":0.0002198389,"threshold_uncertainty_score":0.99789965},"labels":[],"label_agreement":null},{"id":"W4400896206","doi":"10.1080/15575330.2024.2382181","title":"Enhancing equity in arts-based research engagement: Methodological considerations from a policy-oriented community-development study","year":2024,"lang":"en","type":"article","venue":"Community Development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Government of Manitoba","keywords":"The arts; Equity (law); Community development; Community engagement; Sociology; Public relations; Economic growth; Political science; Public economics; Business; Public administration; Economics","score_opus":0.9623120988271623,"score_gpt":0.7539964194975153,"score_spread":0.208315679329647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400896206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738238,0.00017040825,0.010213032,0.0015206655,0.00026569405,0.001665893,0.0000093712815,0.00034090606,0.0119902585],"genre_scores_gemma":[0.92383814,0.000011861993,0.07462479,0.00027527582,0.00008046604,0.00081482815,0.000042037456,0.00003056906,0.0002820362],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.882961,0.11173538,0.0010889211,0.00045020343,0.0023093629,0.0014551796],"domain_scores_gemma":[0.953998,0.043723527,0.00008576938,0.0010829847,0.0005547788,0.00055491365],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16185018,0.0003199652,0.0005576771,0.0012668757,0.009522342,0.00067766703,0.0013504602,0.00021947363,0.0007549404],"category_scores_gemma":[0.04563188,0.00032122657,0.00007516689,0.0026058157,0.000966382,0.00032791673,0.0028676519,0.006071048,0.00019245144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00009275981,0.0046127466,0.013417813,0.00013356603,0.0002266029,0.00013685756,0.923757,0.000045550372,0.00389742,0.015772551,0.0005135814,0.037393536],"study_design_scores_gemma":[0.0018724476,0.0005571727,0.3274902,0.0011778892,0.000033101493,0.0000010912778,0.45557088,0.0003119363,0.03263395,0.028183471,0.15100746,0.0011603952],"about_ca_topic_score_codex":0.036326036,"about_ca_topic_score_gemma":0.16959068,"teacher_disagreement_score":0.46818614,"about_ca_system_score_codex":0.0041856547,"about_ca_system_score_gemma":0.011788861,"threshold_uncertainty_score":0.999924},"labels":[],"label_agreement":null},{"id":"W4400948450","doi":"10.54632/1507.impj08","title":"Enacting Parts","year":2024,"lang":"en","type":"article","venue":"IMPACT Printmaking Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Honour; Privilege (computing); Situated; Sociology; Reciprocity (cultural anthropology); Gender studies; Geography; Environmental ethics; Political science; Archaeology; Social science; Law","score_opus":0.6859866458068531,"score_gpt":0.729396850832491,"score_spread":0.04341020502563786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400948450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89072657,0.0013997167,0.017934551,0.0018326481,0.0019554256,0.00015595053,0.0000017122644,0.0002949585,0.08569847],"genre_scores_gemma":[0.99578404,0.00007517183,0.0016357694,0.00004836977,0.0015756274,0.000003594945,9.184281e-8,0.000019808005,0.0008575397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996825,0.0011967943,0.00024207054,0.0001582319,0.00079059054,0.00078731705],"domain_scores_gemma":[0.9983218,0.0008389469,0.00006659713,0.00011807867,0.00010261695,0.0005519982],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010239527,0.00010274626,0.00013495785,0.00021788556,0.0008534499,0.0014410405,0.0002931921,0.0000712677,0.0017887607],"category_scores_gemma":[0.004924239,0.0000814125,0.00018249384,0.00043129877,0.00016991464,0.0007316868,0.000060080794,0.0008043928,0.00023169573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056504687,0.000098580706,0.02318112,0.000050723043,0.0003187642,0.0016072467,0.083084695,0.00029495504,0.009901403,0.046684243,0.0072328616,0.8274889],"study_design_scores_gemma":[0.00026154434,0.00022705298,0.02065397,0.0007741077,0.00004985295,0.00042929253,0.0058140256,0.0025828844,0.0025253664,0.023187514,0.94302034,0.00047406773],"about_ca_topic_score_codex":0.00016398661,"about_ca_topic_score_gemma":0.000038654925,"teacher_disagreement_score":0.93578744,"about_ca_system_score_codex":0.00067423255,"about_ca_system_score_gemma":0.0012805392,"threshold_uncertainty_score":0.9995956},"labels":[],"label_agreement":null},{"id":"W4401051436","doi":"10.1080/10705422.2024.2385624","title":"Facing power: navigating power dynamics in a youth participatory action research project situated within a healthcare setting","year":2024,"lang":"en","type":"article","venue":"Journal of Community Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Boston University","keywords":"Participatory action research; Action research; Reflexivity; Participant observation; Sociology; Focus group; Community-based participatory research; Negotiation; Qualitative research; Psychology; Pedagogy; Social science","score_opus":0.813538145455058,"score_gpt":0.7256049666718609,"score_spread":0.08793317878319706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401051436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98342305,0.00065337215,0.00040844711,0.009385121,0.00053091726,0.0004148951,0.000010131686,0.00006821173,0.0051058508],"genre_scores_gemma":[0.9968807,0.0001228238,0.002577277,0.00019953887,0.00011507804,0.000012330205,0.000002441444,0.000032578468,0.000057223835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93665016,0.059116155,0.0010042554,0.00015529444,0.0021867196,0.00088739017],"domain_scores_gemma":[0.9813375,0.015753832,0.0005815046,0.00036961248,0.0016100233,0.00034752977],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.133924,0.00015841726,0.00034657065,0.0006115345,0.0017712067,0.00066311326,0.0006835038,0.00021446434,0.000021468713],"category_scores_gemma":[0.07514804,0.00015263927,0.00011247456,0.0024922532,0.00044130068,0.0029571576,0.0002622064,0.010280809,0.000015371717],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005316316,0.0005132095,0.0029086112,0.00019017725,0.00012252157,0.000322736,0.9756432,0.00012457179,0.0013846942,0.005090409,0.0002476525,0.012920584],"study_design_scores_gemma":[0.00031298748,0.0006777826,0.0007311911,0.0015480457,0.000040763076,0.000054217533,0.98697215,0.0035824692,0.00029798556,0.0012107418,0.0043991,0.00017256227],"about_ca_topic_score_codex":0.023087252,"about_ca_topic_score_gemma":0.0112985475,"teacher_disagreement_score":0.058775973,"about_ca_system_score_codex":0.0031661487,"about_ca_system_score_gemma":0.0047224467,"threshold_uncertainty_score":0.99952835},"labels":[],"label_agreement":null},{"id":"W4401072028","doi":"10.1080/14759551.2024.2383892","title":"In choppy waters with a critical friend: the benefits of intimate reflexive encounters in participatory action research","year":2024,"lang":"en","type":"article","venue":"Culture and Organization","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Autoethnography; Sensemaking; Sociology; Action research; Context (archaeology); Action (physics); Participatory action research; Active listening; Citizen journalism; Epistemology; Public relations; Social science; Pedagogy; Political science","score_opus":0.5419247364854641,"score_gpt":0.645606708368211,"score_spread":0.10368197188274686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401072028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960448,0.000371783,0.00023323654,0.0022159268,0.00010437814,0.0002141587,0.000002350928,0.000021468953,0.0007918675],"genre_scores_gemma":[0.999404,0.00021758754,0.0001054573,0.000042478063,0.000071329945,0.000021234784,0.0000019964073,0.000009250604,0.00012664945],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981039,0.0008918917,0.00013759278,0.00017784703,0.00040954465,0.00027919898],"domain_scores_gemma":[0.99930567,0.0003036982,0.000013330873,0.000075190765,0.00023483964,0.00006728301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029392568,0.00005571678,0.00008732327,0.00013742178,0.00018531404,0.0001044111,0.00009747316,0.00008042325,0.000049906463],"category_scores_gemma":[0.0017044209,0.000034849,0.0000072758903,0.0013412269,0.0005176283,0.00043376492,0.000034978704,0.00026554245,0.000008487865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001392297,0.00015404866,0.06732653,0.00028360717,0.000024966434,0.000035544188,0.6512637,0.00016037044,0.017302727,0.25810495,0.0013401299,0.0038642075],"study_design_scores_gemma":[0.0016984746,0.0012782319,0.3273014,0.002584241,0.00011104808,0.00001352284,0.395307,0.0035029917,0.1801575,0.029460477,0.05764194,0.0009431702],"about_ca_topic_score_codex":0.00043660964,"about_ca_topic_score_gemma":0.0013408621,"teacher_disagreement_score":0.2599749,"about_ca_system_score_codex":0.00014066044,"about_ca_system_score_gemma":0.0001637327,"threshold_uncertainty_score":0.20404741},"labels":[],"label_agreement":null},{"id":"W4401126330","doi":"10.7202/1112548ar","title":"Indigenous Visual History: Remembering “Us” in Indian Residential School Hockey Photographs","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Historical Association","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Visual arts; Geography; History; Art; Biology","score_opus":0.17146203923299774,"score_gpt":0.469336708349768,"score_spread":0.29787466911677024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401126330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638973,0.0039216257,0.000023091017,0.018708065,0.009891891,0.00039832114,0.000008914457,0.00003703143,0.0031137879],"genre_scores_gemma":[0.9736084,0.000117931,0.00010986466,0.00026260945,0.00124004,0.00000943926,4.476745e-7,0.000023101706,0.024628181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557805,0.001636274,0.0005168289,0.00016126384,0.0014386874,0.00066888245],"domain_scores_gemma":[0.99805814,0.00038851827,0.0003404247,0.000111907735,0.00027022767,0.00083078345],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007980058,0.00010674776,0.00024694589,0.0009160821,0.00046107938,0.00013499125,0.00049011875,0.00026923782,0.00022681706],"category_scores_gemma":[0.009236486,0.000096060896,0.00023462732,0.0011415711,0.000023897663,0.000430654,0.000028713046,0.0010661583,0.000034004348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000073136616,0.00014440095,0.41994044,0.00006677548,0.00024201872,0.0008591431,0.09297847,0.00008201055,0.0016704313,0.00033122514,0.47552374,0.008088207],"study_design_scores_gemma":[0.00019062957,0.00006778435,0.028961167,0.00011059256,0.000038469916,0.0000045667166,0.00023508245,0.000042574105,0.000062817024,0.0008922732,0.96924233,0.00015170165],"about_ca_topic_score_codex":0.7223874,"about_ca_topic_score_gemma":0.96023774,"teacher_disagreement_score":0.4937186,"about_ca_system_score_codex":0.42692128,"about_ca_system_score_gemma":0.0109880045,"threshold_uncertainty_score":0.99910915},"labels":[],"label_agreement":null},{"id":"W4401308929","doi":"10.1080/09589236.2024.2387192","title":"“There’s a lot of DIY joy”: elevating queer joy through participatory visual research with 2SLGBTQIA+ folks in Atlantic Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Gender Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Trent University; University of New Brunswick; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Federation for the Humanities and Social Sciences","keywords":"Queer; Pleasure; Pride; Praxis; Scholarship; Sociology; Lesbian; Citizen journalism; Gender studies; Aesthetics; Transgender; Visual arts; Psychology; Art; Political science; Law","score_opus":0.8592937431843813,"score_gpt":0.6994296541372839,"score_spread":0.15986408904709748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401308929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793255,0.01593494,0.0002304853,0.0014219952,0.00041412638,0.00023181995,0.0000025624304,0.00001323121,0.0024253877],"genre_scores_gemma":[0.9974498,0.0010356647,0.00073893275,0.000049346843,0.00035730825,0.000024611394,1.1458554e-7,0.000026104151,0.0003180986],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9922246,0.0030099277,0.00081319164,0.00026015675,0.0027293572,0.0009627703],"domain_scores_gemma":[0.9952896,0.003004726,0.00022457357,0.00015480485,0.0011036202,0.00022267934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014160722,0.00017303339,0.0005998993,0.00029948406,0.00039498086,0.00008780283,0.00037428096,0.000075608616,0.000060988135],"category_scores_gemma":[0.00492452,0.00012465291,0.000095463016,0.0012861013,0.0008664891,0.00041078127,0.00015878161,0.000901861,0.0000040561886],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068107795,0.0005222089,0.48809102,0.0014206838,0.0029089563,0.003132409,0.45223302,0.00032099785,0.0026909113,0.020216092,0.022501135,0.005281474],"study_design_scores_gemma":[0.0019882906,0.0023542272,0.14304784,0.0037052678,0.00032510544,0.000044064254,0.77566195,0.00096751185,0.0040684007,0.012725683,0.054244313,0.0008673388],"about_ca_topic_score_codex":0.1552428,"about_ca_topic_score_gemma":0.60004234,"teacher_disagreement_score":0.44479954,"about_ca_system_score_codex":0.0010132135,"about_ca_system_score_gemma":0.0054346,"threshold_uncertainty_score":0.96407473},"labels":[],"label_agreement":null},{"id":"W4401543437","doi":"10.1080/09518398.2024.2388671","title":"Against capture: notes on recording and the problem of extraction in education research","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies in Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Natural (archaeology); Set (abstract data type); Relation (database); Citizen journalism; Sociology; Intervention (counseling); Epistemology; Computer science; Aesthetics; Psychology; Art; History","score_opus":0.8044396102917303,"score_gpt":0.7857223934197014,"score_spread":0.018717216872028875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401543437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94256145,0.013302066,0.00018805973,0.033388596,0.0031426856,0.0004055891,0.0000026968128,0.000004847081,0.0070040077],"genre_scores_gemma":[0.9925039,0.004429386,0.0022455754,0.000084184656,0.00046337064,0.000070575996,8.718357e-7,0.0000060541715,0.00019607953],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99238867,0.005754649,0.0005605006,0.00013679005,0.0010018299,0.00015755334],"domain_scores_gemma":[0.9846219,0.013227242,0.00023246164,0.00005346817,0.0018216156,0.000043325985],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.028354136,0.000068148925,0.00017842631,0.0008789074,0.00011051573,0.000073729985,0.00022887028,0.00004216004,0.000008850907],"category_scores_gemma":[0.01803027,0.00004815554,0.00004728691,0.00063446205,0.0010369528,0.00046108788,0.000040769602,0.00050462555,0.0000023601026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024708587,0.0002671593,0.0008385123,0.00005300588,0.000088624336,0.000002540626,0.59883225,0.000024067336,0.00032112285,0.2061783,0.0009813147,0.19216605],"study_design_scores_gemma":[0.0003331157,0.0000919162,0.0024578893,0.0018060271,0.000007634523,0.0000026449518,0.811525,0.00005571824,0.00033658766,0.17545895,0.007861084,0.000063420935],"about_ca_topic_score_codex":0.0013771721,"about_ca_topic_score_gemma":0.00086124864,"teacher_disagreement_score":0.21269277,"about_ca_system_score_codex":0.0010599497,"about_ca_system_score_gemma":0.0016564424,"threshold_uncertainty_score":0.9902413},"labels":[],"label_agreement":null},{"id":"W4401584340","doi":"10.3224/ijar.vxix.366359","title":"Look both ways before crossing: Using a triangulation of art-based methods to transform student – staff relationships as it relates to school climate","year":2024,"lang":"en","type":"article","venue":"IJAR – International Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Timeline; Photovoice; Action research; Pedagogy; Psychology; School climate; Equity (law); Action (physics); Public relations; Sociology; Political science; Geography","score_opus":0.759204300582758,"score_gpt":0.7382776996232222,"score_spread":0.0209266009595358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401584340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.695346,0.00022927656,0.27052444,0.020672143,0.0020163427,0.0012131426,0.000039829192,0.000063923515,0.009894885],"genre_scores_gemma":[0.938504,0.000055376797,0.05936755,0.00007130633,0.00071605155,0.000028186041,0.0000039834185,0.000033244436,0.0012203283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.990276,0.0035019696,0.0009806401,0.00029575732,0.0043746117,0.0005710723],"domain_scores_gemma":[0.9936237,0.002446738,0.00022123495,0.00017388165,0.002859449,0.0006750431],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.036405314,0.00013857314,0.000279436,0.0018595591,0.0008977155,0.0012259347,0.0007074569,0.00017631493,0.000656647],"category_scores_gemma":[0.012020225,0.00012806925,0.00022939155,0.0013461955,0.00035410217,0.0010351939,0.00010058067,0.001195783,0.00012154192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010282256,0.0027041961,0.016454777,0.00046045965,0.0022017173,0.0006281207,0.17977268,0.054340098,0.26389593,0.15512535,0.017352145,0.29678228],"study_design_scores_gemma":[0.0035847889,0.0045433794,0.022541473,0.0036737442,0.00022558159,0.0000817283,0.048584864,0.042654004,0.11337545,0.030425142,0.72946554,0.0008443165],"about_ca_topic_score_codex":0.00066280604,"about_ca_topic_score_gemma":0.0011932106,"teacher_disagreement_score":0.7121134,"about_ca_system_score_codex":0.002546499,"about_ca_system_score_gemma":0.0032132212,"threshold_uncertainty_score":0.9998109},"labels":[],"label_agreement":null},{"id":"W4401705146","doi":"10.1080/14729679.2024.2393133","title":"Monkey bars and medical masks: a photo-voice study of children’s playground safety in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Adventure Education & Outdoor Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Child safety; Psychology; Engineering","score_opus":0.06735641157176879,"score_gpt":0.47853013222302454,"score_spread":0.41117372065125574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401705146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99511886,0.0024946146,0.000047634032,0.0007820946,0.0009229325,0.00028084216,0.0000025989502,0.000008887802,0.00034156782],"genre_scores_gemma":[0.9980031,0.00031210794,0.00020266199,0.00007687515,0.00044973928,0.000009799421,0.0000013410846,0.000014452558,0.0009298979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99563485,0.0017525966,0.00063485024,0.00019265203,0.0014907868,0.00029426377],"domain_scores_gemma":[0.9982204,0.0007988514,0.00026173252,0.000075126714,0.0002477816,0.00039609504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005384194,0.00007695692,0.00029425946,0.0001405053,0.00025433986,0.00025910584,0.0002584848,0.00009817717,0.0005031499],"category_scores_gemma":[0.0055696825,0.00010270809,0.00005271629,0.0005346447,0.00012401857,0.00031763906,0.000046889843,0.0010542078,0.0000010747204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035075318,0.000611501,0.9028496,0.00006302411,0.00013030287,0.00010029144,0.033248745,0.00016937435,0.000035716923,0.000032604232,0.0030378166,0.059685946],"study_design_scores_gemma":[0.0005450024,0.00027797438,0.88480234,0.00069101225,0.000050330436,0.00006120917,0.08378524,0.00011919389,0.0000044548124,0.00007446688,0.02946022,0.00012857467],"about_ca_topic_score_codex":0.8528109,"about_ca_topic_score_gemma":0.9568333,"teacher_disagreement_score":0.1040224,"about_ca_system_score_codex":0.0006233527,"about_ca_system_score_gemma":0.008514092,"threshold_uncertainty_score":0.99710673},"labels":[],"label_agreement":null},{"id":"W4401769584","doi":"10.1080/13642537.2024.2384852","title":"Wished I’d been there: Reflections on the special issue’s articles as refracted through my appreciations for qualitative researchers’ innovativeness","year":2024,"lang":"en","type":"article","venue":"European Journal of Psychotherapy & Counselling","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Sociology; Qualitative research; Epistemology; Aesthetics; Social science; Art; Philosophy","score_opus":0.7268609272100476,"score_gpt":0.66796976269729,"score_spread":0.058891164512757554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401769584","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32916418,0.004381095,0.45029137,0.063966975,0.004006987,0.0019013567,0.000053559317,0.00020380838,0.14603066],"genre_scores_gemma":[0.87780005,0.023361344,0.031982653,0.00443357,0.04314693,0.00014551457,0.0000073713145,0.00042814235,0.018694403],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9867489,0.010574924,0.000674909,0.00028691042,0.0011962127,0.0005181479],"domain_scores_gemma":[0.99208254,0.0061415387,0.00031056086,0.0002420132,0.0010613258,0.0001620188],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02960297,0.00017281507,0.00024370517,0.0002487812,0.0010990221,0.0005608424,0.0006499361,0.00005321162,0.001204046],"category_scores_gemma":[0.0015985236,0.00012362092,0.00020238908,0.0017272654,0.00056682574,0.00052405265,0.0000051040633,0.0008287555,0.00017124167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010393171,0.00023844837,0.0000074974787,0.000018655988,0.0004546669,0.0000384776,0.68135923,0.00008148594,0.009193712,0.23074657,0.029156279,0.047665674],"study_design_scores_gemma":[0.0004056982,0.00064597355,0.000050732113,0.00023939188,0.000019587722,0.000002005014,0.040750843,0.00006001036,0.0013787132,0.08828639,0.86802346,0.00013722452],"about_ca_topic_score_codex":0.00004189113,"about_ca_topic_score_gemma":0.00008679394,"teacher_disagreement_score":0.8388671,"about_ca_system_score_codex":0.00018601453,"about_ca_system_score_gemma":0.0005582424,"threshold_uncertainty_score":0.999709},"labels":[],"label_agreement":null},{"id":"W4401792744","doi":"10.15402/esj.v10i2.70858","title":"Intersectionality in Housing Research: Early Reflections from a Community-based Participatory Research Partnership","year":2024,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; Athabasca University","funders":"","keywords":"Intersectionality; General partnership; Participatory action research; Community-based participatory research; Sociology; Citizen journalism; Gender studies; Political science; Public relations; Anthropology","score_opus":0.9316696148411463,"score_gpt":0.7020846300287765,"score_spread":0.22958498481236977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401792744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824709,0.0015749256,0.00080867653,0.00203877,0.0003863886,0.0006388184,0.00000762646,0.00040004755,0.011673829],"genre_scores_gemma":[0.99490744,0.00026261152,0.0025325147,0.00008332397,0.00092809385,0.00018166646,0.000017187083,0.00013416995,0.00095298147],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.07261641,0.91724366,0.00097104575,0.0006344985,0.0053486046,0.003185785],"domain_scores_gemma":[0.47692254,0.5196942,0.000088795074,0.00081062777,0.0013066905,0.0011771418],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.97918856,0.00039183,0.0006114336,0.0051091397,0.61645687,0.0072792806,0.0021378277,0.00060787547,0.00022863514],"category_scores_gemma":[0.8625049,0.0004022812,0.00024209794,0.005003337,0.0045820214,0.0022949853,0.001219348,0.85347456,0.00014212866],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032577867,0.00066440925,0.009818681,0.00014411392,0.00012663465,0.00024463565,0.9610501,0.0003289899,0.012553909,0.0006547076,0.0007329534,0.0133550875],"study_design_scores_gemma":[0.00067700905,0.0007792307,0.0137977665,0.0018063006,0.000016030825,0.000010457632,0.87264544,0.0010130712,0.0002750979,0.010678767,0.097947806,0.00035299695],"about_ca_topic_score_codex":0.07511762,"about_ca_topic_score_gemma":0.018778125,"teacher_disagreement_score":0.8528667,"about_ca_system_score_codex":0.0031315228,"about_ca_system_score_gemma":0.003123435,"threshold_uncertainty_score":0.9998429},"labels":[],"label_agreement":null},{"id":"W4401970360","doi":"10.1163/23644583-bja10056","title":"Pushing the Limits of Participatory Video: Exploring Transgressive Voices through Researcher-Participant Minor Video-Making as a Non-Representational Practice","year":2024,"lang":"en","type":"article","venue":"Video Journal of Education and Pedagogy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Electronic Arts (Canada)","funders":"","keywords":"Participant observation; Transgressive; Minor (academic); Citizen journalism; Psychology; Sociology; Communication; Computer science; Art; Social science; World Wide Web; Humanities","score_opus":0.8029715187804626,"score_gpt":0.7023270014289907,"score_spread":0.10064451735147184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401970360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521139,0.011559058,0.0013827007,0.027618647,0.0015226067,0.00036777652,0.0000053088124,0.000019350944,0.005410608],"genre_scores_gemma":[0.9942625,0.0017587466,0.0019274837,0.0004380085,0.0011009831,0.00011458639,7.6847533e-7,0.000022427437,0.00037446598],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9936769,0.0032162713,0.0008426916,0.00028512967,0.0014219765,0.0005570214],"domain_scores_gemma":[0.98853743,0.009363171,0.00049543584,0.00021673224,0.0010483263,0.00033887455],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010762555,0.00015782264,0.00032044286,0.0002951152,0.00058506796,0.0004117471,0.0004460714,0.00009237892,0.00034681533],"category_scores_gemma":[0.018874861,0.00011962509,0.00015386633,0.0006836159,0.0007035872,0.002647789,0.000059603753,0.0006643968,0.000020844589],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069704646,0.0007293654,0.005966167,0.00038995317,0.0005788157,0.000097270015,0.8287833,0.00024060803,0.017450284,0.050648138,0.004495733,0.08992332],"study_design_scores_gemma":[0.00063597446,0.0007042853,0.020967213,0.0019871604,0.0005770633,0.00012924218,0.506931,0.0005758102,0.012691773,0.014541469,0.43986675,0.00039227025],"about_ca_topic_score_codex":0.001937841,"about_ca_topic_score_gemma":0.0006297344,"teacher_disagreement_score":0.435371,"about_ca_system_score_codex":0.00014666696,"about_ca_system_score_gemma":0.005213465,"threshold_uncertainty_score":0.9893896},"labels":[],"label_agreement":null},{"id":"W4402047291","doi":"10.46743/2160-3715/2024.6661","title":"Virtual Cellphilming with GBTQ Pups: Towards Participant-Driven Research as Activism","year":2024,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Mount Saint Vincent University","funders":"","keywords":"Queer; Sociology; Reflexivity; Heteronormativity; Narrative; Context (archaeology); Legitimacy; Participatory action research; General partnership; Gender studies; Politics; Social science; Political science","score_opus":0.8961169125978987,"score_gpt":0.7784203431665931,"score_spread":0.11769656943130558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402047291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8598289,0.00043350246,0.0039953156,0.012670488,0.0003736295,0.0009528778,0.000009086787,0.00030904068,0.12142719],"genre_scores_gemma":[0.97418463,0.000062543695,0.0007728912,0.00006690581,0.00045934564,0.00036613317,0.000003128367,0.000048499078,0.024035942],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9777561,0.016162284,0.0005397756,0.000693686,0.0034682804,0.0013799195],"domain_scores_gemma":[0.98887193,0.009185701,0.00013060434,0.00062568684,0.0007037537,0.0004823281],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06082776,0.00021159659,0.00035213004,0.00025215658,0.0014267819,0.00046396765,0.0006212504,0.00012414712,0.00046767105],"category_scores_gemma":[0.014960526,0.00013397225,0.00012325544,0.0017454041,0.003412922,0.0005634989,0.0002261541,0.0010758904,0.00061175006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001777396,0.00009979575,0.000072085306,0.000039008126,0.00026351918,0.0016960106,0.768016,0.000021180484,0.003261153,0.21359657,0.0020838259,0.010673139],"study_design_scores_gemma":[0.0002224922,0.0012085385,0.000555144,0.00036057245,0.00009277853,0.000071932176,0.71182126,0.00047133723,0.007829474,0.052161127,0.22474033,0.00046500436],"about_ca_topic_score_codex":0.004746016,"about_ca_topic_score_gemma":0.00059914053,"teacher_disagreement_score":0.22265649,"about_ca_system_score_codex":0.00043115058,"about_ca_system_score_gemma":0.0036466639,"threshold_uncertainty_score":0.9998732},"labels":[],"label_agreement":null},{"id":"W4402109739","doi":"10.55016/ojs/jet.v52i3.69723","title":"“It’s Not Just a Picture When Lives are at Stake: Ethical Considerations and Photovoice Methods with Indigenous Peoples Engaged in Street Lifestyles”.","year":2019,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Photovoice; Indigenous; Sociology; Environmental ethics; Media studies; Gender studies; Art; Visual arts; Ecology","score_opus":0.3916101826509294,"score_gpt":0.5760360132985377,"score_spread":0.1844258306476083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402109739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97079444,0.00040740022,0.0001422658,0.02633208,0.000256736,0.00037824898,0.000018404004,0.0000067998026,0.0016636285],"genre_scores_gemma":[0.8931446,0.00017632617,0.102504134,0.001989343,0.0004300382,0.000023157316,0.0000023062678,0.000017554925,0.0017125518],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9899332,0.007971959,0.00051102287,0.00024165318,0.000936052,0.0004061003],"domain_scores_gemma":[0.9770637,0.021295272,0.00047451432,0.00017114871,0.00059089425,0.00040447238],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01139768,0.00016091352,0.00038981167,0.00027003742,0.00080776744,0.00015272517,0.00023779256,0.00021315561,0.0010606288],"category_scores_gemma":[0.021594679,0.00012888678,0.0000699522,0.0003155177,0.00041651324,0.00037403038,0.00006174335,0.0018463593,0.000013218054],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041310763,0.0006444034,0.446012,0.00012334625,0.00017888844,0.000044916498,0.51864797,0.00017231843,0.0045805695,0.02366825,0.0051816897,0.0003325563],"study_design_scores_gemma":[0.0017272312,0.0005955751,0.6857705,0.0005666386,0.00011485835,0.00013800879,0.24688406,0.000039511917,0.0030240847,0.007757536,0.052843712,0.00053824094],"about_ca_topic_score_codex":0.00025590684,"about_ca_topic_score_gemma":0.015641637,"teacher_disagreement_score":0.2717639,"about_ca_system_score_codex":0.00037627382,"about_ca_system_score_gemma":0.0045657004,"threshold_uncertainty_score":0.99985254},"labels":[],"label_agreement":null},{"id":"W4402132885","doi":"10.1186/s40900-024-00607-w","title":"Benefits, barriers and recommendations for youth engagement in health research: combining evidence-based and youth perspectives","year":2024,"lang":"en","type":"review","venue":"Research Involvement and Engagement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Alberta; Centre for Addiction and Mental Health; Dalhousie University; Canadian Arthritis Patient Alliance; University of Toronto; University Health Network; Hospital for Sick Children; University of Ottawa; Institute for Clinical Evaluative Sciences; McGill University; SickKids Foundation; Mental Health Research Canada; Toronto Rehabilitation Institute","funders":"Hospital for Sick Children","keywords":"Mentorship; Youth engagement; PsycINFO; Public engagement; Youth participation; Psychology; Psychological intervention; Positive Youth Development; Public relations; Medical education; MEDLINE; Political science; Medicine; Developmental psychology","score_opus":0.9598999636920035,"score_gpt":0.7167230692868815,"score_spread":0.24317689440512202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402132885","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004991223,0.9857861,0.00006936282,0.005847772,0.00017461255,0.006902907,0.00029307412,0.000064164444,0.00036292325],"genre_scores_gemma":[0.005474047,0.98997176,0.0012975304,0.00007280476,0.00023468147,0.0023725561,0.000100593476,0.00007722021,0.00039880257],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95828617,0.033806108,0.0011141085,0.0015912066,0.0027525001,0.0024499148],"domain_scores_gemma":[0.9878512,0.0095467325,0.00017472409,0.00048193982,0.0005498965,0.001395514],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1876265,0.00046211877,0.0011544907,0.002492462,0.0043351706,0.0012099113,0.00059731555,0.0002509771,0.000086195454],"category_scores_gemma":[0.015018014,0.0004107839,0.00016096322,0.001940701,0.0017746586,0.00042310052,0.0012540534,0.0032009284,0.000009061266],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056737394,0.00020275643,0.000095777985,0.019276723,0.00024876778,0.000005213494,0.24453369,0.0000024486183,4.514815e-7,0.070501134,0.003401369,0.6616749],"study_design_scores_gemma":[0.0004411271,0.0007292104,0.000011473746,0.02775475,0.00011335111,8.4090914e-8,0.37495655,0.00011037671,9.170593e-7,0.0010828748,0.59449506,0.00030425866],"about_ca_topic_score_codex":0.003749104,"about_ca_topic_score_gemma":0.001480871,"teacher_disagreement_score":0.6613707,"about_ca_system_score_codex":0.0023994124,"about_ca_system_score_gemma":0.0041596917,"threshold_uncertainty_score":0.9998344},"labels":[],"label_agreement":null},{"id":"W4402161698","doi":"10.1007/979-8-8688-0450-2_8","title":"Masks, Selections, and Filling in the Gaps: Part 3","year":2024,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delta-Q Technologies (Canada)","funders":"","keywords":"Materials science","score_opus":0.5578029827235266,"score_gpt":0.5770521289308005,"score_spread":0.019249146207273915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402161698","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037893315,0.0028837873,0.00001615153,0.00026199987,0.0002706418,0.00041743522,0.000016104168,0.000062846084,0.9956921],"genre_scores_gemma":[0.010764918,0.00049423164,0.00012841317,0.00018773376,0.0006291831,0.00012917169,0.0000024904589,0.000037993035,0.98762584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998095,0.00039212222,0.00021837158,0.00032717278,0.00058078184,0.00038656226],"domain_scores_gemma":[0.99870324,0.00085322943,0.000052217827,0.00023062437,0.00004776112,0.00011291514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030403102,0.00016176209,0.00020028805,0.00013627946,0.0003519663,0.00022632953,0.00031552796,0.00024420526,0.00015724955],"category_scores_gemma":[0.00029048233,0.00012666844,0.000064831096,0.000030395158,0.00053208537,0.00004538986,0.00010027065,0.0007280633,0.00007774873],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075361054,0.00000545438,0.000025479383,0.00006046552,0.000043578217,0.000047956102,0.012577243,8.586685e-7,0.000023546545,0.97163254,0.0044297306,0.011145615],"study_design_scores_gemma":[0.00003974691,0.000018194094,0.000009011067,0.00018788123,0.000032903536,0.0000012364446,0.00038152118,0.000017208542,0.00004070187,0.11340834,0.88573366,0.00012961992],"about_ca_topic_score_codex":0.0006510132,"about_ca_topic_score_gemma":0.0022273397,"teacher_disagreement_score":0.8813039,"about_ca_system_score_codex":0.00007939704,"about_ca_system_score_gemma":0.00021668298,"threshold_uncertainty_score":0.5165389},"labels":[],"label_agreement":null},{"id":"W4402215845","doi":"10.18432/ari29768","title":"From Threads to Frames","year":2024,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Computer science","score_opus":0.6960804934896356,"score_gpt":0.7223188287410822,"score_spread":0.026238335251446587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402215845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6412803,0.0012470972,0.029278096,0.16244191,0.0054174894,0.00063094683,0.00015475955,0.00026100004,0.15928839],"genre_scores_gemma":[0.97141093,0.0003935564,0.0055349306,0.00018843386,0.0064492836,0.00009178848,0.000012229661,0.000042182903,0.015876656],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99199015,0.0020455995,0.0004341462,0.00049307133,0.0039190697,0.0011179443],"domain_scores_gemma":[0.99537146,0.0024145267,0.000027419357,0.00021975405,0.0007297142,0.0012371398],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.013375841,0.00016415314,0.00019878017,0.0009989609,0.0014011989,0.0017326913,0.0015163915,0.00013127566,0.009440161],"category_scores_gemma":[0.0018127448,0.000144718,0.00021415444,0.0011434383,0.00068146456,0.0011358703,0.00025345615,0.0017067363,0.003959321],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006321412,0.0006265743,0.0017740123,0.00002907323,0.0006796732,0.0027143543,0.4241782,0.00024283462,0.011598688,0.1415372,0.31513882,0.10084839],"study_design_scores_gemma":[0.00025648458,0.00028408723,0.0024715273,0.00031384706,0.0000122617785,0.000025404837,0.01906143,0.0016750171,0.0006044932,0.21765953,0.7574008,0.00023508779],"about_ca_topic_score_codex":0.00022600256,"about_ca_topic_score_gemma":0.00065451715,"teacher_disagreement_score":0.442262,"about_ca_system_score_codex":0.0006863153,"about_ca_system_score_gemma":0.0013363906,"threshold_uncertainty_score":0.99989885},"labels":[],"label_agreement":null},{"id":"W4402271814","doi":"10.1007/978-981-99-5374-5_12","title":"Walking as Transdisciplinary Embodied Intervention: ABR, STS, and Art-Science Collaborations","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Embodied cognition; Intervention (counseling); Psychology; Computer science; Artificial intelligence","score_opus":0.8144164534730903,"score_gpt":0.7325943320666694,"score_spread":0.08182212140642098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402271814","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059608812,0.014111919,0.000007873338,0.018467337,0.0012426609,0.0011944104,0.00006650632,0.000042986154,0.9589054],"genre_scores_gemma":[0.15728833,0.0029510423,0.0009303033,0.000095212934,0.0010242816,0.0009835563,0.00004143161,0.00006792025,0.83661795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99313563,0.00071759213,0.00061077153,0.0009965386,0.0035018886,0.0010375595],"domain_scores_gemma":[0.9900548,0.0065696556,0.00009787297,0.00042184076,0.0023919852,0.00046388656],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.020492336,0.00028575302,0.0004202846,0.0017697226,0.0025452217,0.0004157096,0.0007015733,0.0002009328,0.0020701082],"category_scores_gemma":[0.010785635,0.00029127527,0.000119205346,0.0012865793,0.012096097,0.00035822915,0.00047451604,0.0013288024,0.0007798029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060969844,0.00014851805,0.00011724316,0.00031650826,0.00008092039,0.00003057932,0.03478598,0.000011397252,0.000032717442,0.95354646,0.008168372,0.002700325],"study_design_scores_gemma":[0.00027913923,0.00026533828,0.0004711346,0.0018680313,0.000032133543,0.0000017033477,0.035015494,0.000088008754,0.00004353909,0.56418735,0.39736557,0.00038259098],"about_ca_topic_score_codex":0.000121772886,"about_ca_topic_score_gemma":0.0046247547,"teacher_disagreement_score":0.38935915,"about_ca_system_score_codex":0.0025942663,"about_ca_system_score_gemma":0.01048955,"threshold_uncertainty_score":0.9999982},"labels":[],"label_agreement":null},{"id":"W4402304139","doi":"10.1371/journal.pone.0308165","title":"“Pictures helped me understand it in a way words couldn’t”: Youth reflections participating in a youth-led photovoice study","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Toronto; University of Ottawa; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Focus group; Photo elicitation; Community-based participatory research; Context (archaeology); Public health; Mental health; Participatory action research; Psychology; Sociology; Medicine; Medical education; Nursing; Psychiatry; Geography","score_opus":0.790961636764262,"score_gpt":0.6137404539318518,"score_spread":0.17722118283241017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402304139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875267,0.00023327998,0.0001306528,0.00061040744,0.00012279613,0.0011555934,0.00003267574,0.0001784429,0.010009456],"genre_scores_gemma":[0.99798423,0.00003659369,0.0004735948,0.00008947552,0.00015642219,0.0005223653,0.0000035735957,0.000031459254,0.0007022742],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.993847,0.0028920555,0.0005101137,0.00052895513,0.0012918817,0.0009299862],"domain_scores_gemma":[0.99817044,0.0011369972,0.000058207886,0.0002723133,0.00008992568,0.00027209328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006756622,0.00018815251,0.00041185008,0.00044050312,0.0003794803,0.00028200273,0.00030514423,0.00013831284,0.00032463664],"category_scores_gemma":[0.0049756845,0.00018535672,0.00005908678,0.0022150632,0.00024751908,0.00032200426,0.00010745407,0.0007284665,0.000047042093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014084547,0.003963898,0.02906364,0.00007278232,0.00019002846,0.000075831114,0.960048,0.000048708687,0.0055273087,0.0006759998,0.000023395547,0.00016953379],"study_design_scores_gemma":[0.0014384566,0.0007425655,0.008436637,0.00089824107,0.00030727088,1.5727694e-7,0.97675794,0.0044001923,0.0036450617,0.0027232005,0.00013748951,0.0005127746],"about_ca_topic_score_codex":0.008899885,"about_ca_topic_score_gemma":0.14753288,"teacher_disagreement_score":0.138633,"about_ca_system_score_codex":0.00085320877,"about_ca_system_score_gemma":0.00050891,"threshold_uncertainty_score":0.9976999},"labels":[],"label_agreement":null},{"id":"W4402477078","doi":"10.1007/978-981-97-6422-8_2","title":"(Re)Tracing Our Steps in Arts-Based Educational Research: A Case for Travelling Practices","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in arts-based educational research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Tracing; The arts; Visual arts; Sociology; Mathematics education; Computer science; Art; Psychology; Programming language","score_opus":0.8871223311103771,"score_gpt":0.7157387249889061,"score_spread":0.17138360612147097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402477078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035535287,0.007104575,0.0003701467,0.16714482,0.0030140565,0.009930657,0.00046409218,0.00012756807,0.7763088],"genre_scores_gemma":[0.56859374,0.00035346005,0.012625331,0.00039558983,0.0060614063,0.005935365,0.00022720879,0.00043085642,0.40537703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9828922,0.0030967845,0.0016122523,0.0022822558,0.006868555,0.0032479656],"domain_scores_gemma":[0.9407333,0.053043336,0.0005087084,0.0011160199,0.0033782804,0.0012203271],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.073698044,0.0006659632,0.0008300765,0.005830982,0.0020862771,0.0012052367,0.0015787149,0.00092383113,0.0035864403],"category_scores_gemma":[0.06856857,0.00077582814,0.00039229932,0.0019676767,0.0019207755,0.0006542695,0.0003007756,0.005975662,0.0009882671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009792619,0.0018525659,0.0028792128,0.0025150464,0.0001502461,0.00079048466,0.01197218,0.0017478334,0.00033609392,0.95319,0.017079653,0.0065074214],"study_design_scores_gemma":[0.0012957512,0.00048825383,0.0008877633,0.0052643805,0.000054757988,0.000018624716,0.013483953,0.0053603672,0.00066121,0.2152782,0.7557789,0.001427827],"about_ca_topic_score_codex":0.0079361405,"about_ca_topic_score_gemma":0.055799715,"teacher_disagreement_score":0.73869926,"about_ca_system_score_codex":0.006864513,"about_ca_system_score_gemma":0.046496198,"threshold_uncertainty_score":0.9998316},"labels":[],"label_agreement":null},{"id":"W4402576324","doi":"10.1177/16094069241270460","title":"Surface and Depth in Sensory Ethnography: Casting Bodied Experience in an Arts-Based Interviewing Practice","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Carleton University; University of Toronto; York University","funders":"","keywords":"Ethnography; Interview; The arts; Casting; Sensory system; Aesthetics; Psychology; Visual arts; Sociology; Art; Cognitive psychology; Anthropology","score_opus":0.9680063785244093,"score_gpt":0.8310916054313832,"score_spread":0.13691477309302613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402576324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7995106,0.0022627537,0.19232668,0.0030312324,0.0007808591,0.00013259734,0.000004002354,0.000018726361,0.0019325244],"genre_scores_gemma":[0.6345582,0.0000770067,0.36503255,0.00019362125,0.00009892156,0.0000061677065,3.3104726e-7,0.0000103395105,0.000022834209],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96752346,0.029914385,0.000840928,0.00027370985,0.0010679187,0.00037958278],"domain_scores_gemma":[0.97809553,0.020543743,0.00028920436,0.00008278541,0.0007831613,0.00020560109],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.072789066,0.00013263209,0.00029761935,0.0007602485,0.000090198606,0.00027815337,0.00041564435,0.00007751558,0.00003844779],"category_scores_gemma":[0.03355806,0.00012444107,0.00009565639,0.00066484977,0.00051522657,0.0015812964,0.0000713895,0.0006998441,0.0000015874108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029104124,0.0001554969,0.005445753,0.0000350188,0.000074035685,0.0006183695,0.80877465,0.0005001812,0.013952004,0.008224998,0.000007855733,0.16192059],"study_design_scores_gemma":[0.0012598992,0.00049956114,0.007954338,0.0019586685,0.0000335251,0.000047867805,0.9138548,0.026664948,0.00903462,0.016574027,0.021649277,0.00046850584],"about_ca_topic_score_codex":0.0012255495,"about_ca_topic_score_gemma":0.0013876999,"teacher_disagreement_score":0.17270587,"about_ca_system_score_codex":0.00038624762,"about_ca_system_score_gemma":0.00052251626,"threshold_uncertainty_score":0.9745827},"labels":[{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"opus","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4402630716","doi":"10.1101/2024.09.18.24313890","title":"A mapping review of good practices of participatory research for an impactful collaboration in disabilities studies","year":2024,"lang":"en","type":"review","venue":"medRxiv","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux; McGill University Health Centre; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé; Centre for Interdisciplinary Research in Rehabilitation","keywords":"Citizen journalism; Psychology; Computer science; Data science; Sociology; World Wide Web","score_opus":0.9552916521494641,"score_gpt":0.8049947525527084,"score_spread":0.15029689959675574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402630716","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034938874,0.99173605,0.0000029480123,0.00035285807,0.00022065312,0.0033929474,0.000085818625,0.000023383765,0.0006914201],"genre_scores_gemma":[0.0009247565,0.99593,0.00035649046,0.000008795622,0.00019180574,0.002302013,0.0000068902646,0.00003647579,0.00024274454],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9779156,0.017884195,0.0014857586,0.0005207557,0.001464381,0.000729338],"domain_scores_gemma":[0.9812674,0.015413868,0.00105559,0.0005781215,0.0014662201,0.00021883407],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07567848,0.00024136252,0.0020797697,0.000604579,0.00017998264,0.000057195914,0.0006345042,0.00020995775,0.00003489459],"category_scores_gemma":[0.17050858,0.00018507581,0.00028640646,0.003440311,0.0015150392,0.00036268003,0.00017759444,0.0005389483,0.000011827203],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001976332,0.00029416813,0.00080083916,0.7832091,0.00032938554,0.0000039260417,0.05650037,1.9365243e-7,0.000014804333,0.0091578625,0.0012778267,0.1483918],"study_design_scores_gemma":[0.00005324018,0.0002471216,0.000014479504,0.13093023,0.00028092694,1.887694e-7,0.03954913,0.0000065253016,0.000011082955,0.0012587471,0.82749677,0.00015157858],"about_ca_topic_score_codex":0.00038197145,"about_ca_topic_score_gemma":0.0025066268,"teacher_disagreement_score":0.8262189,"about_ca_system_score_codex":0.00056742784,"about_ca_system_score_gemma":0.0043186205,"threshold_uncertainty_score":0.95178354},"labels":[],"label_agreement":null},{"id":"W4402678556","doi":"10.1007/978-3-031-68686-3_2","title":"Research Context, Theoretical Influence, and Methodology","year":2024,"lang":"en","type":"book-chapter","venue":"New Directions in Islam","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Geography; Archaeology","score_opus":0.7151065709368342,"score_gpt":0.6772067116034932,"score_spread":0.037899859333340946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402678556","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012182252,0.0030971852,0.00012852266,0.0017806669,0.0006530943,0.0004959815,0.00001094208,0.00012748211,0.9924879],"genre_scores_gemma":[0.036088903,0.0028348865,0.0021374065,0.00009561442,0.00068676536,0.000092872164,0.0000015154119,0.000058589565,0.95800346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99466574,0.0027080101,0.000364378,0.0006369198,0.0009046755,0.0007202936],"domain_scores_gemma":[0.9906188,0.008425833,0.000042247662,0.000324886,0.00025344884,0.00033476274],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015285966,0.00019650129,0.00041784643,0.0010957993,0.00048388957,0.0001726113,0.00035114295,0.00068373344,0.0022089658],"category_scores_gemma":[0.0089404695,0.00019575484,0.00009159577,0.00045366192,0.0047699665,0.00012147445,0.00028867018,0.0022101705,0.0004943356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022768363,0.000010814641,0.000029219073,0.00001696169,0.000030280042,0.00003992645,0.0063583576,8.477591e-7,0.000021618953,0.925544,0.003710621,0.064214535],"study_design_scores_gemma":[0.000059025635,0.00005484636,0.00007832545,0.00010979057,0.000013081349,0.00000206448,0.0006744782,0.000008795612,0.000020170688,0.5098922,0.48898664,0.00010056506],"about_ca_topic_score_codex":0.0035593559,"about_ca_topic_score_gemma":0.012013459,"teacher_disagreement_score":0.485276,"about_ca_system_score_codex":0.00045401597,"about_ca_system_score_gemma":0.0012150294,"threshold_uncertainty_score":0.99940765},"labels":[],"label_agreement":null},{"id":"W4402691776","doi":"10.1017/s0144686x2400031x","title":"Configuring possibilities: day programmes for people living with dementia as technologies in practice - RETRACTED","year":2024,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Dementia; Day to day; Gerontology; Assisted living; Psychology; Medicine; Engineering; Operations management","score_opus":0.15208677561716413,"score_gpt":0.5262203697622145,"score_spread":0.37413359414505043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402691776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98722047,0.0027730376,0.0021493796,0.0016035415,0.000092819,0.0006000876,0.0000029017099,0.00055685913,0.0050009084],"genre_scores_gemma":[0.9881134,0.0005835441,0.010571218,0.00004089077,0.000047009282,0.00016528303,8.751123e-7,0.000012976386,0.00046477895],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984549,0.0003497109,0.00014240193,0.0002923927,0.00029571133,0.00046487365],"domain_scores_gemma":[0.9956811,0.00402567,0.00003669701,0.0001073503,0.0000883593,0.000060797018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005976493,0.00008871808,0.00013798596,0.000033861394,0.0004756928,0.0004291171,0.000121163546,0.00013686408,0.000011327616],"category_scores_gemma":[0.007731811,0.00007527449,0.000054134598,0.0003758294,0.0003504318,0.00051057374,0.000055666856,0.00031494178,0.0000016845543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030826628,0.0001794444,0.033188038,0.0007694271,0.0004275384,0.00006394199,0.796889,0.0000072893054,0.0015853187,0.05449616,0.0006105867,0.11175243],"study_design_scores_gemma":[0.00035443646,0.00036759867,0.02317157,0.0011428067,0.00013442728,0.0000038276307,0.8990402,0.0036125234,0.0006759501,0.004546352,0.06655045,0.0003998113],"about_ca_topic_score_codex":0.0028651971,"about_ca_topic_score_gemma":0.001186506,"teacher_disagreement_score":0.111352615,"about_ca_system_score_codex":0.000095752206,"about_ca_system_score_gemma":0.00032647804,"threshold_uncertainty_score":0.92562586},"labels":[],"label_agreement":null},{"id":"W4403464567","doi":"10.1111/medu.15555","title":"When words fail us: An integrative review of innovative elicitation techniques for qualitative interviews","year":2024,"lang":"en","type":"review","venue":"Medical Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Western University; McMaster University; University of Ottawa","funders":"","keywords":"Photo elicitation; Expert elicitation; Qualitative research; Psychology; Narrative; Qualitative property; Strengths and weaknesses; Applied psychology; Medical education; Data science; Computer science; Knowledge management; Sociology; Social psychology; Medicine; Social science","score_opus":0.6697257850788948,"score_gpt":0.7700206066781455,"score_spread":0.10029482159925074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403464567","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026838445,0.982457,0.0078213,0.002087501,0.0006797594,0.0035831484,0.000062511164,0.00008302799,0.0032230632],"genre_scores_gemma":[0.000002987408,0.98026407,0.01089406,0.0011905727,0.000576266,0.0055711134,0.00041404893,0.00004482577,0.0010420568],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9853128,0.010874885,0.0015046956,0.0005450387,0.0013868484,0.00037569343],"domain_scores_gemma":[0.9939006,0.002750426,0.00084328745,0.00034769042,0.0018596348,0.0002983785],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025519047,0.00034519317,0.0016380101,0.00050020765,0.00013591438,0.00006390621,0.0007811785,0.0004602289,0.00062444224],"category_scores_gemma":[0.085737735,0.0002426462,0.0003574592,0.0020545279,0.00087712886,0.00038256875,0.0000901806,0.0007842577,0.000036901212],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032985213,0.00014078055,1.2908919e-7,0.05599577,0.000065216074,2.0778384e-7,0.093044445,1.6063288e-10,1.8379545e-7,0.017537924,0.036946632,0.7962654],"study_design_scores_gemma":[0.000021136757,0.00016916668,1.15959644e-7,0.20946713,0.00021128975,3.308677e-7,0.018131405,0.000002497175,0.0000045295815,0.0066921124,0.7651321,0.00016816492],"about_ca_topic_score_codex":0.0007046402,"about_ca_topic_score_gemma":0.00048026838,"teacher_disagreement_score":0.7960973,"about_ca_system_score_codex":0.0008124861,"about_ca_system_score_gemma":0.017416876,"threshold_uncertainty_score":0.9894825},"labels":[],"label_agreement":null},{"id":"W4403465827","doi":"10.35844/001c.123401","title":"Navigating Ethical Tensions Through Critical Reflexivity: A Participatory Filmmaking Research Project With Children With Disabilities","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Research Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Filmmaking; Reflexivity; Citizen journalism; Participatory action research; Sociology; Photovoice; Psychology; Engineering ethics; Political science; Social science; Visual arts; Art; Engineering; Anthropology","score_opus":0.954961077592538,"score_gpt":0.8155530778813382,"score_spread":0.13940799971119977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403465827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9584469,0.0042470084,0.019374693,0.011979848,0.0005259325,0.0017188091,0.000024885303,0.00025483244,0.0034270417],"genre_scores_gemma":[0.8581605,0.00018714977,0.13920593,0.00016258266,0.0015052566,0.0003391885,0.0000012713284,0.00014505822,0.00029305008],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.88887423,0.09476506,0.0015807636,0.0011461835,0.009395064,0.0042386684],"domain_scores_gemma":[0.9255944,0.065766215,0.00023719936,0.00105099,0.005603805,0.0017474062],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.21616174,0.00048011352,0.0011488883,0.00075158104,0.0035506154,0.0014356808,0.0014578694,0.00070653734,0.0004046009],"category_scores_gemma":[0.12736192,0.00033068855,0.0003396433,0.005615724,0.016149199,0.0018442465,0.00059390464,0.015554929,0.00006871761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006050876,0.0028621503,0.06899697,0.001794934,0.002440117,0.0041275276,0.5198374,0.00029059686,0.026351197,0.28764713,0.014902695,0.06469842],"study_design_scores_gemma":[0.0039815768,0.02482343,0.017538456,0.021565588,0.0012780497,0.0011596293,0.4882592,0.00733796,0.04938313,0.12111312,0.25998572,0.0035741392],"about_ca_topic_score_codex":0.0012696731,"about_ca_topic_score_gemma":0.00063258654,"teacher_disagreement_score":0.24508302,"about_ca_system_score_codex":0.0014141698,"about_ca_system_score_gemma":0.012286948,"threshold_uncertainty_score":0.9999145},"labels":[{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4403541206","doi":"10.1080/15381501.2024.2413497","title":"“Tears turning to diamonds:” creating empathic understanding toward women living with HIV through contemplative viewing of a virtual art exhibition","year":2024,"lang":"en","type":"article","venue":"Journal of HIV/AIDS & Social Services","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Contemplation; Exhibition; Tears; Human immunodeficiency virus (HIV); Art; Aesthetics; Psychology; Visual arts; Medicine; Philosophy; Virology; Theology","score_opus":0.2940459988626004,"score_gpt":0.5022762303967951,"score_spread":0.20823023153419473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403541206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609762,0.00050305715,0.027496815,0.0008346564,0.00024474843,0.00024595752,0.000014774897,0.000060074108,0.009623745],"genre_scores_gemma":[0.9949471,0.00005852384,0.0035713695,0.00014903756,0.00083450833,0.000014684104,0.0000010324303,0.000039319664,0.00038446268],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9946557,0.0018994922,0.00078815676,0.0002851016,0.0016314377,0.00074010703],"domain_scores_gemma":[0.9962872,0.002308916,0.00057204603,0.00008925693,0.00040993106,0.00033263743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008237972,0.0002299788,0.0006683976,0.00032955763,0.0008306716,0.00045335735,0.0004071978,0.00014878374,0.00017004285],"category_scores_gemma":[0.00096763705,0.0001968293,0.00020455116,0.0012417507,0.00031692872,0.001878511,0.00012874663,0.0006724197,0.000021399203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000154337,0.000070698836,0.007061042,0.00036643748,0.00029326434,0.00006676927,0.9671511,0.00012278394,0.0038011537,0.01956657,0.00014020821,0.0012056113],"study_design_scores_gemma":[0.0005204814,0.0013354982,0.0035681538,0.0071778735,0.00014894253,0.000008154409,0.9740161,0.00044455111,0.00050548546,0.007862626,0.004002813,0.00040935312],"about_ca_topic_score_codex":0.0001918711,"about_ca_topic_score_gemma":0.00023534759,"teacher_disagreement_score":0.033970892,"about_ca_system_score_codex":0.001354398,"about_ca_system_score_gemma":0.0007438429,"threshold_uncertainty_score":0.80264664},"labels":[],"label_agreement":null},{"id":"W4403836995","doi":"10.1016/j.metip.2024.100162","title":"Sustaining life on earth: An arts-based research exploration of collective lived experiences of COVID-19","year":2024,"lang":"en","type":"article","venue":"Methods in Psychology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University; University of Manitoba","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Earth (classical element); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); The arts; 2019-20 coronavirus outbreak; Astrobiology; Earth science; Geology; Visual arts; Medicine; Virology; Art; Physics; Astronomy; Outbreak; Infectious disease (medical specialty)","score_opus":0.9460307075891263,"score_gpt":0.8165049997369559,"score_spread":0.12952570785217044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403836995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57374185,0.0007066996,0.38963586,0.0025390526,0.0009907044,0.0010034911,0.0000043283817,0.000098069075,0.031279936],"genre_scores_gemma":[0.8207447,0.00007486121,0.17774272,0.00037154517,0.00013185998,0.0005571975,0.0000015941349,0.000021072605,0.00035446158],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96435046,0.032919854,0.0005486175,0.0005927967,0.00087740214,0.00071088475],"domain_scores_gemma":[0.9850278,0.013707138,0.00010541697,0.0003918139,0.0003662193,0.00040164718],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06143968,0.00011906147,0.00038036486,0.0013121448,0.0003085588,0.000048886508,0.0005028775,0.00023547508,0.0006099117],"category_scores_gemma":[0.05284863,0.00011580155,0.00007102737,0.00316506,0.0022339956,0.0003113567,0.000059990954,0.0005586482,0.000006746329],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010070071,0.00052997004,0.0008577575,0.00010564529,0.000029782082,0.000047291596,0.8793962,0.00033279255,0.020454241,0.037162703,0.0004584855,0.059618156],"study_design_scores_gemma":[0.0010923975,0.0042870007,0.0013326788,0.00017026125,0.000011991602,6.6786595e-7,0.78235364,0.006554312,0.043923292,0.11924534,0.040697534,0.00033090136],"about_ca_topic_score_codex":0.00052510446,"about_ca_topic_score_gemma":0.00027793183,"teacher_disagreement_score":0.24700284,"about_ca_system_score_codex":0.00025003892,"about_ca_system_score_gemma":0.0035995515,"threshold_uncertainty_score":0.9664454},"labels":[],"label_agreement":null},{"id":"W4403868688","doi":"10.1177/16094069241296981","title":"<i>Circulos de Conversación</i> [Talking Circles] and Art-Based Methods: An Insurgent Data Collection Methodology","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Data collection; Political science; Statistics; Mathematics","score_opus":0.9657034241798651,"score_gpt":0.8195168817265054,"score_spread":0.1461865424533597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403868688","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01659136,0.0012723147,0.9734636,0.004882305,0.0025252295,0.00018321014,0.000038963655,0.000051900308,0.0009910986],"genre_scores_gemma":[0.044493873,0.00027471426,0.95372146,0.00066276116,0.0005776498,0.00001649099,0.000011204247,0.000029910563,0.0002119037],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9000269,0.09706253,0.000881998,0.00045244122,0.0011277236,0.00044836747],"domain_scores_gemma":[0.9650794,0.032600816,0.00044758682,0.00027412988,0.0011159132,0.0004821462],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17350844,0.00018585917,0.0004779677,0.0008032244,0.0002577451,0.0003664207,0.0010912252,0.00016405694,0.00027709053],"category_scores_gemma":[0.04338164,0.00017827006,0.00015689815,0.0006280644,0.0008570781,0.0012291237,0.00019952613,0.00067139074,0.0000075186576],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005142276,0.00024725555,0.0006091561,0.00008221263,0.0011557008,0.00022424887,0.18221784,0.000054794495,0.07182317,0.053509936,0.002247474,0.687314],"study_design_scores_gemma":[0.0019831776,0.0010787379,0.002371335,0.00062314456,0.00045414647,0.00024183845,0.116692714,0.07116666,0.045334954,0.22704943,0.5321184,0.00088548404],"about_ca_topic_score_codex":0.00051350385,"about_ca_topic_score_gemma":0.00010180046,"teacher_disagreement_score":0.6864285,"about_ca_system_score_codex":0.0006764543,"about_ca_system_score_gemma":0.002020406,"threshold_uncertainty_score":0.9646764},"labels":[],"label_agreement":null},{"id":"W4404247386","doi":"10.1186/s12889-024-20597-4","title":"(Dis)connected by design? Using participatory citizen science to uncover environmental determinants of social connectedness for youth in under-resourced neighbourhoods","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Simon Fraser University","funders":"Social Sciences and Humanities Research Council; National Institute on Aging; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health; Public Health Agency of Canada","keywords":"Biostatistics; Social connectedness; Public health; Citizen science; Community-based participatory research; Medicine; Citizen journalism; Environmental health; Public relations; Participatory action research; Sociology; Social psychology; Political science; Nursing; Psychology","score_opus":0.666721962399036,"score_gpt":0.6013337452398239,"score_spread":0.06538821715921217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404247386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427424,0.00014226734,0.05431379,0.0007788678,0.00027943432,0.0013563193,0.00020711444,0.000082673134,0.00009715001],"genre_scores_gemma":[0.99589527,0.0000044957346,0.0033994194,0.00035458582,0.000111086716,0.0001284764,0.000007140353,0.00003768083,0.000061871055],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927763,0.0028104375,0.00069693517,0.0006662546,0.0012084509,0.0018416417],"domain_scores_gemma":[0.9970884,0.0014281346,0.0001556183,0.00022607605,0.000090934576,0.0010108504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01851623,0.00020027647,0.00046246362,0.00055049104,0.0009096377,0.00028459818,0.0006084212,0.00013831291,0.00011117774],"category_scores_gemma":[0.004204681,0.00020687089,0.000090740774,0.0019494959,0.0010954516,0.0005606922,0.00016707499,0.00020509325,0.000009424794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080107147,0.0023440558,0.16405039,0.0014395062,0.00012287992,0.000022555716,0.636407,0.0008117222,0.082745455,0.049664177,0.001829713,0.059761446],"study_design_scores_gemma":[0.008171136,0.0036549226,0.2807315,0.0010745889,0.00016855383,0.000004803444,0.39998084,0.25157264,0.023438647,0.0071308385,0.02040233,0.0036691986],"about_ca_topic_score_codex":0.0017693418,"about_ca_topic_score_gemma":0.0013471318,"teacher_disagreement_score":0.2507609,"about_ca_system_score_codex":0.0022809622,"about_ca_system_score_gemma":0.009090406,"threshold_uncertainty_score":0.99652714},"labels":[],"label_agreement":null},{"id":"W4404257881","doi":"10.29173/cjen143","title":"Artist Profile","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.6000027969535605,"score_gpt":0.6358962937359152,"score_spread":0.03589349678235465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404257881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6023138,0.008320662,0.0032047762,0.011806365,0.012007272,0.00016934315,0.000015156848,0.000016268563,0.36214635],"genre_scores_gemma":[0.99115247,0.000102440215,0.0032244823,0.00005694241,0.0008505403,0.000001416238,7.0413216e-7,0.0000128149195,0.0045981985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978939,0.00076744665,0.0003172901,0.00009463943,0.00037262499,0.00055408163],"domain_scores_gemma":[0.99767023,0.00005873184,0.00011470522,0.00010858511,0.0006575681,0.001390205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018826873,0.000060154034,0.00013865666,0.00015907224,0.00058247044,0.000054656673,0.00021535471,0.000057872563,0.0074626585],"category_scores_gemma":[0.0040275506,0.00006578508,0.00010278663,0.0005801588,0.0002121051,0.00025200256,0.0000035724638,0.00022842978,0.00004198244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035078927,0.00022050532,0.075311616,0.000044624692,0.00015865009,0.0031864103,0.14926246,0.00005841804,0.01594196,0.11875505,0.3184448,0.31858042],"study_design_scores_gemma":[0.00031159222,0.00013493226,0.028203253,0.0004139512,0.00006491307,0.00005282292,0.034453366,0.00008338067,0.007319973,0.023453614,0.905145,0.00036323327],"about_ca_topic_score_codex":0.003908831,"about_ca_topic_score_gemma":0.07161587,"teacher_disagreement_score":0.5867002,"about_ca_system_score_codex":0.00045155996,"about_ca_system_score_gemma":0.0077645914,"threshold_uncertainty_score":0.9978605},"labels":[],"label_agreement":null},{"id":"W4404329383","doi":"10.1177/10497323241290956","title":"Participatory Action Research and Knowledge Dissemination in Virtual Photovoice: Methodological Insights","year":2024,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photovoice; Photo elicitation; Thematic analysis; Participatory action research; Exhibition; Sociology; Netnography; Public relations; Citizen journalism; Psychology; Qualitative research; Social media; Computer science; Political science; World Wide Web; Social science","score_opus":0.9895194327561126,"score_gpt":0.8762011759761166,"score_spread":0.11331825677999607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404329383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96624625,0.008991653,0.0016295223,0.009908124,0.00037345817,0.0018535212,0.000013544485,0.0001541507,0.010829785],"genre_scores_gemma":[0.9905764,0.0024027857,0.0009843108,0.000043628195,0.00031274612,0.0009793926,0.000006238422,0.00003104583,0.0046634898],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.80161846,0.19071469,0.0007706735,0.0010591891,0.0034396912,0.0023973223],"domain_scores_gemma":[0.9109946,0.08642173,0.000050138657,0.0002782324,0.0012220502,0.0010332396],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.27696759,0.00016679602,0.0004178558,0.0019877453,0.0019342497,0.00038008677,0.00038164473,0.00028935532,0.00020796167],"category_scores_gemma":[0.05597678,0.00014884386,0.000049185874,0.0051654717,0.004084014,0.0006867064,0.00029814776,0.002840483,0.0003161543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014585114,0.00027394382,0.0001550431,0.00031361886,0.000012748494,0.00002568379,0.5613812,6.5531987e-7,0.0019170912,0.35187396,0.0037809652,0.08011921],"study_design_scores_gemma":[0.0003471074,0.0022268242,0.0073919124,0.0008233114,0.0000025328054,8.650784e-7,0.6625471,0.002477698,0.0017581071,0.16243511,0.1597061,0.00028329968],"about_ca_topic_score_codex":0.0039135013,"about_ca_topic_score_gemma":0.0077845613,"teacher_disagreement_score":0.2209908,"about_ca_system_score_codex":0.0023068984,"about_ca_system_score_gemma":0.0040558605,"threshold_uncertainty_score":0.99946},"labels":[],"label_agreement":null},{"id":"W4404368754","doi":"10.1177/10497323241291667","title":"“Instead of Building More Buildings, They Should Plant More Trees”, a Photovoice Study of Determinants of Happiness and Sadness Among East London Adolescents","year":2024,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"Queen Mary University of London","keywords":"Happiness; Mental health; Photovoice; Sadness; Reflexivity; Psychology; Qualitative research; Sociology; Social psychology; Social science; Economic growth; Psychiatry","score_opus":0.823936582317669,"score_gpt":0.735670890072749,"score_spread":0.08826569224491998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404368754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99536526,0.0014404505,0.00019504911,0.0003749834,0.00011341622,0.0021767584,0.00019002405,0.00003292271,0.00011113811],"genre_scores_gemma":[0.9989215,0.00023808467,0.00046085182,0.000015463262,0.000047387504,0.00017135296,0.0000023421505,0.000037809587,0.00010517512],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97702783,0.016248383,0.0012104405,0.0006901403,0.0035817805,0.0012414395],"domain_scores_gemma":[0.99288064,0.0046844673,0.0003699536,0.0003994584,0.0011296611,0.0005357994],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.045259412,0.0002315195,0.00094232266,0.00097148406,0.00054582173,0.00006947682,0.0006779475,0.00015305945,0.000016264195],"category_scores_gemma":[0.00776248,0.00020040435,0.000088983725,0.0019492633,0.0025610405,0.0003821814,0.00037647138,0.00085631857,0.0000013948792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000554569,0.0010867917,0.1263377,0.0049094595,0.000084464235,0.000037515485,0.8432785,0.000009824378,0.004384382,0.0024735967,0.00007446344,0.016768685],"study_design_scores_gemma":[0.0012356904,0.002022182,0.14893799,0.0052854465,0.00002128362,0.0000012808481,0.8348236,0.0023449152,0.0038249637,0.0009262213,0.00032485425,0.00025153992],"about_ca_topic_score_codex":0.058773987,"about_ca_topic_score_gemma":0.012213719,"teacher_disagreement_score":0.046560265,"about_ca_system_score_codex":0.00034859494,"about_ca_system_score_gemma":0.0017081781,"threshold_uncertainty_score":0.9831064},"labels":[],"label_agreement":null},{"id":"W4404381125","doi":"10.18733/cpi29725","title":"Renewing Our Commitment: Cultivating a Garden of Good Relations (Photo Journal)","year":2024,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Art history; Sociology; Archaeology; Art; History; Operations research; Engineering","score_opus":0.9434756090766473,"score_gpt":0.7092697555631985,"score_spread":0.2342058535134488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404381125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96055377,0.003686255,0.00052470196,0.0026715195,0.0004963715,0.00018491622,0.000005983764,0.00008126478,0.031795245],"genre_scores_gemma":[0.9884256,0.000405587,0.001525947,0.000046435423,0.00074259227,0.0000119910455,0.0000022536692,0.0000062816903,0.008833308],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979992,0.0007899402,0.0002782791,0.0001760481,0.0004393626,0.00031719138],"domain_scores_gemma":[0.9990574,0.0003987783,0.000057985435,0.000066475,0.00014408471,0.00027523862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021132587,0.000094404226,0.0001733011,0.000052662803,0.0006681174,0.00026521663,0.00015119075,0.00010194136,0.00027928528],"category_scores_gemma":[0.0016627215,0.00006142673,0.000096847965,0.0002903285,0.0003144964,0.00037370608,0.0000826863,0.00036953058,0.000027016094],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068910864,0.00020774551,0.019154577,0.00020203652,0.00025585789,0.0001460185,0.7408692,0.00004190906,0.04539952,0.108294725,0.021456067,0.06390339],"study_design_scores_gemma":[0.00037058376,0.0002418719,0.0064492426,0.0005655442,0.000073501295,0.000028077955,0.36723915,0.00047184338,0.001613332,0.006779517,0.6158265,0.00034081985],"about_ca_topic_score_codex":0.00013495509,"about_ca_topic_score_gemma":0.00004057267,"teacher_disagreement_score":0.5943704,"about_ca_system_score_codex":0.00007670104,"about_ca_system_score_gemma":0.00012132508,"threshold_uncertainty_score":0.5138687},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4404405679","doi":"10.1016/j.landurbplan.2024.105252","title":"“I like seeing people, different cultures, and hearing different music”: Exploring adolescent perspectives of inclusive and healthy high-rise and dense urban environment designs","year":2024,"lang":"en","type":"article","venue":"Landscape and Urban Planning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Healthy Minds Canada; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Audiology; Sociology; Communication; Developmental psychology; Medicine","score_opus":0.2599997015626986,"score_gpt":0.45623440460761594,"score_spread":0.19623470304491736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404405679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95126736,0.047491383,0.00038397076,0.00031869826,0.00009834475,0.00030026498,0.0000100337365,0.000049535556,0.0000803922],"genre_scores_gemma":[0.9943087,0.005083635,0.00022091705,0.000031983374,0.00020830182,0.00004333686,0.0000024720157,0.000021291275,0.00007934954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978806,0.00047875915,0.00024176162,0.00050783023,0.00040019926,0.00049087865],"domain_scores_gemma":[0.9988444,0.00053451833,0.00006399125,0.0001159705,0.00002142682,0.00041970582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073382683,0.00022960607,0.00037947908,0.00016292933,0.00063407957,0.00021308108,0.00007820332,0.000088122026,0.000016454158],"category_scores_gemma":[0.00012046005,0.0001831748,0.000033374807,0.00011268092,0.00026129602,0.0002496751,0.00030000316,0.0003186038,4.715443e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014421999,0.00007681046,0.7248046,0.0003690763,0.00007436004,0.00004505434,0.26757154,0.00000894228,0.0024716854,0.0016795786,0.0003654133,0.0023887623],"study_design_scores_gemma":[0.0009807111,0.00053794135,0.8855521,0.0010581048,0.00013118575,0.000013482778,0.10371255,0.0026031623,0.00058118027,0.00028819602,0.004045414,0.0004959429],"about_ca_topic_score_codex":0.00016856188,"about_ca_topic_score_gemma":0.000117141106,"teacher_disagreement_score":0.16385898,"about_ca_system_score_codex":0.00009721204,"about_ca_system_score_gemma":0.000043239346,"threshold_uncertainty_score":0.7469651},"labels":[],"label_agreement":null},{"id":"W4404466566","doi":"10.1080/01490400.2024.2428388","title":"The Power of Community: A Leisure-Based Approach to Postvention","year":2024,"lang":"en","type":"article","venue":"Leisure Sciences","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Faculty of Graduate Studies and Research, University of Alberta","keywords":"Power (physics); Psychology; Sociology; Psychotherapist","score_opus":0.5960874188779701,"score_gpt":0.6296392399119132,"score_spread":0.03355182103394305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404466566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8716448,0.00079136,0.009020547,0.006800616,0.0007145221,0.0006835447,0.0000089811065,0.00015485147,0.11018077],"genre_scores_gemma":[0.99718684,0.000007817844,0.0018746454,0.00006162224,0.000056105386,0.000051624196,6.0664274e-7,0.000007134945,0.0007536253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99425334,0.003442763,0.00022879573,0.00020099613,0.0013456363,0.00052848057],"domain_scores_gemma":[0.9973552,0.0019655994,0.000048657756,0.0002847645,0.00015611693,0.0001896199],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.024144666,0.00009358932,0.00015590739,0.00016969597,0.0022467987,0.0004789104,0.0010844433,0.00006566627,0.00004085297],"category_scores_gemma":[0.0022244458,0.00006091089,0.00010176388,0.0021177616,0.0022523445,0.00026980715,0.00010525391,0.0003223165,0.000045590405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073849,0.00054976816,0.018271338,0.00015714233,0.000062379884,0.000004254193,0.094653755,0.00068967167,0.007842841,0.8145071,0.006194021,0.056993857],"study_design_scores_gemma":[0.00036771246,0.0016743467,0.043958344,0.00039496686,0.00005702736,0.000002289644,0.10711139,0.0064757965,0.011086521,0.031170428,0.7970087,0.0006924979],"about_ca_topic_score_codex":0.001371015,"about_ca_topic_score_gemma":0.00076726836,"teacher_disagreement_score":0.79081464,"about_ca_system_score_codex":0.00007298281,"about_ca_system_score_gemma":0.0009836893,"threshold_uncertainty_score":0.99905217},"labels":[],"label_agreement":null},{"id":"W4404498574","doi":"10.1177/15248399241298792","title":"Confluency: Development of an Interactive Mobile Art Exhibit and Resource on Water Justice in South Africa and Canada","year":2024,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Carleton University; United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"","keywords":"Climate justice; Environmental justice; Equity (law); Public relations; Political science; Sociology; Resource (disambiguation); Water scarcity; Context (archaeology); Water resources; Geography; Climate change; Ecology","score_opus":0.3736247645199517,"score_gpt":0.5953226572121995,"score_spread":0.22169789269224777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404498574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840734,0.0003117822,0.00027340013,0.0051269266,0.00017697607,0.00090771954,0.0000089179575,0.00003937331,0.009081477],"genre_scores_gemma":[0.9966263,0.000032340547,0.0023238135,0.00033097086,0.000040680934,0.00010144729,0.0000036198512,0.000010912389,0.00052989565],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955158,0.0029341301,0.00032713657,0.0003076004,0.00051699474,0.00039833854],"domain_scores_gemma":[0.99809766,0.0012871496,0.00009547178,0.00009993569,0.00011214759,0.00030761055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008006388,0.00008692147,0.00015496195,0.00012272816,0.0003094286,0.00007042866,0.00006891318,0.00005192006,0.00005976797],"category_scores_gemma":[0.0024316488,0.0000734574,0.0000065809904,0.00018056564,0.000117613105,0.00057231315,0.000047219666,0.00033829603,0.000012044282],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003127449,0.0004983005,0.00019756099,0.0009262088,0.0000338261,0.0000844335,0.9395569,0.000022123633,0.0006313055,0.002983711,0.000787082,0.053965792],"study_design_scores_gemma":[0.0003140252,0.00081268145,0.0012243179,0.0003957942,0.000022739861,0.000005499048,0.10207473,0.000587161,0.002078299,0.00016059198,0.8921462,0.0001779335],"about_ca_topic_score_codex":0.03844318,"about_ca_topic_score_gemma":0.1286648,"teacher_disagreement_score":0.89135915,"about_ca_system_score_codex":0.00048457584,"about_ca_system_score_gemma":0.0026028429,"threshold_uncertainty_score":0.9679599},"labels":[],"label_agreement":null},{"id":"W4404675986","doi":"10.7202/1114720ar","title":"Relational Practices in Arts-Based Research","year":2024,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"The arts; Psychology; Visual arts; Art","score_opus":0.9384525890016466,"score_gpt":0.7591435764725412,"score_spread":0.17930901252910547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404675986","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117072955,0.06043725,0.0023602846,0.07664273,0.008173371,0.0020735003,0.00006368272,0.00061111344,0.7325651],"genre_scores_gemma":[0.99320817,0.0010584733,0.002381026,0.000412616,0.0017711705,0.00019166675,0.000004892249,0.000022163404,0.00094984256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99112,0.0044635586,0.00045847436,0.0006508467,0.0020419492,0.0012651951],"domain_scores_gemma":[0.985492,0.013422978,0.000047385925,0.00013519908,0.0006950947,0.0002073731],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013945128,0.00018633754,0.000344786,0.00026092943,0.0014539083,0.00025988964,0.00036474215,0.0003160526,0.0001852331],"category_scores_gemma":[0.080658995,0.000168321,0.00009659344,0.002248484,0.0027812235,0.0005780674,0.00020035068,0.0016612728,0.00014346876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059220256,0.00023032117,0.003852515,0.0005974164,0.000058121514,0.00070780906,0.100375965,0.0000129265,0.00019449537,0.86644584,0.025980908,0.0014844435],"study_design_scores_gemma":[0.00047869587,0.00010599958,0.014388417,0.000444935,0.00016058865,0.0000034657496,0.20483437,0.00083619537,0.00004889931,0.0571793,0.7210327,0.00048646107],"about_ca_topic_score_codex":0.0007207139,"about_ca_topic_score_gemma":0.002914416,"teacher_disagreement_score":0.8761352,"about_ca_system_score_codex":0.00089729804,"about_ca_system_score_gemma":0.0007713422,"threshold_uncertainty_score":0.99993265},"labels":[],"label_agreement":null},{"id":"W4404795872","doi":"10.1370/afm.22.s1.6701","title":"‘It takes a lot of twisting’: doing research in structurally vulnerable spaces","year":2024,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.9344453490530003,"score_gpt":0.7483780897841257,"score_spread":0.18606725926887457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404795872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85187423,0.010358089,0.000104274506,0.048607383,0.0002730865,0.0003662137,0.0000055612286,0.000034483382,0.08837669],"genre_scores_gemma":[0.9968509,0.0009804674,0.0003618732,0.00033547345,0.00033945258,0.000015839803,6.56042e-7,0.000012044308,0.0011032791],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928691,0.003934722,0.0004696364,0.00023378068,0.0018238123,0.00066899887],"domain_scores_gemma":[0.9922164,0.0067109503,0.00008135781,0.00029862204,0.0005392745,0.00015336135],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04234911,0.00009976259,0.00034690357,0.0004263563,0.000248059,0.00003705526,0.0006650758,0.00006770932,0.00015895895],"category_scores_gemma":[0.010110877,0.000061260616,0.00005116977,0.0019017806,0.002543155,0.00017328047,0.00008491275,0.0006408561,0.00001110936],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047333128,0.0001414058,0.0029348168,0.0012224335,0.00018259339,0.00015708734,0.4238103,0.00027244177,0.2367309,0.14155395,0.06854837,0.12397236],"study_design_scores_gemma":[0.0011760744,0.0021466583,0.02948956,0.009234682,0.00005672099,0.0000037785223,0.33873644,0.0034687947,0.034824893,0.087540135,0.4928432,0.00047905842],"about_ca_topic_score_codex":0.014491153,"about_ca_topic_score_gemma":0.0013257564,"teacher_disagreement_score":0.42429486,"about_ca_system_score_codex":0.0000491624,"about_ca_system_score_gemma":0.0006052874,"threshold_uncertainty_score":0.99822736},"labels":[],"label_agreement":null},{"id":"W4404916883","doi":"10.25071/b93tq534","title":"COVID in the House of Old: Through photographs","year":2024,"lang":"en","type":"article","venue":"Canada Watch","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Virology; Medicine; Outbreak; Infectious disease (medical specialty); Pathology","score_opus":0.4656265626384516,"score_gpt":0.5996592967470189,"score_spread":0.1340327341085673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404916883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92048144,0.0013963333,0.00015992239,0.03595263,0.00070969504,0.0005616758,0.00003229519,0.00008605112,0.04061996],"genre_scores_gemma":[0.99833477,0.00008894886,0.000119573946,0.0007973493,0.000059139198,0.00003363201,4.1268365e-7,0.000008760008,0.00055741664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978119,0.00086067163,0.0001377831,0.00013710049,0.00071279146,0.00033971664],"domain_scores_gemma":[0.99870616,0.00095108507,0.000015888965,0.0001729957,0.000034386732,0.00011949118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026420427,0.000053765198,0.000099292294,0.000028796989,0.00011752641,0.000043313867,0.00037388853,0.000037437778,0.00021037916],"category_scores_gemma":[0.0012818812,0.00003835045,0.000034564746,0.00091375614,0.00028447103,0.000092497045,0.000023095805,0.00017100449,0.0000041656776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026882317,0.00009267813,0.020820761,0.00021198337,0.000060524937,0.0005307114,0.22788043,0.000031598647,0.0020394148,0.0772539,0.6631538,0.007897307],"study_design_scores_gemma":[0.000057216697,0.000016824453,0.0010680401,0.000023957147,0.0000052965875,3.9160557e-7,0.011316558,0.000043158325,0.0013349893,0.004614098,0.9814559,0.000063548265],"about_ca_topic_score_codex":0.9585201,"about_ca_topic_score_gemma":0.9795647,"teacher_disagreement_score":0.31830212,"about_ca_system_score_codex":0.00023855425,"about_ca_system_score_gemma":0.0034298229,"threshold_uncertainty_score":0.60843587},"labels":[],"label_agreement":null},{"id":"W4404933983","doi":"10.1017/s0144686x24000564","title":"Configuring possibilities for people living with dementia at home: day programmes as ‘technologies in practice’","year":2024,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Day to day; Gerontology; Medicine; Engineering; Operations management","score_opus":0.1561226896984986,"score_gpt":0.5203235364546601,"score_spread":0.3642008467561615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404933983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911124,0.0035726284,0.0009509254,0.0013700702,0.00008273115,0.00042591072,0.0000025165011,0.00036745865,0.0021153616],"genre_scores_gemma":[0.991797,0.0007196514,0.006215028,0.000036837817,0.000041989468,0.00019314163,8.2390113e-7,0.000013167857,0.0009823776],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848354,0.00031178448,0.00013153878,0.0002939312,0.00028881768,0.0004903986],"domain_scores_gemma":[0.9965239,0.0032118084,0.000033555138,0.00010471999,0.00006359759,0.000062428524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047532986,0.00009307706,0.00014655231,0.00003844928,0.0006204305,0.00037543714,0.000119374265,0.00010362159,0.00001247302],"category_scores_gemma":[0.0031038802,0.00007778279,0.00006292447,0.00031706368,0.00045550015,0.00041229438,0.00010740856,0.00019509975,0.000002877386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003226891,0.00012266234,0.07747798,0.0007715086,0.0003935851,0.00005351835,0.7862968,0.0000118212465,0.0009430441,0.05777458,0.00077585375,0.075346366],"study_design_scores_gemma":[0.00042822305,0.0003788456,0.023679588,0.0008949688,0.0001363203,0.000004654196,0.9017292,0.0023837206,0.0010230804,0.0068785525,0.062004026,0.0004588091],"about_ca_topic_score_codex":0.0013519754,"about_ca_topic_score_gemma":0.0017906799,"teacher_disagreement_score":0.1154324,"about_ca_system_score_codex":0.0001452713,"about_ca_system_score_gemma":0.00023263485,"threshold_uncertainty_score":0.47719127},"labels":[],"label_agreement":null},{"id":"W4404961464","doi":"10.5751/es-15563-290429","title":"Reflecting on arts-based participatory research: considerations for more equitable transdisciplinary collaborations","year":2024,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; National Research Foundation; Sight Research UK; American College of Emergency Physicians","keywords":"Transdisciplinarity; Citizen journalism; The arts; Environmental planning; Environmental resource management; Participatory action research; Sociology; Political science; Engineering ethics; Geography; Computer science; Environmental science; Engineering; Social science; World Wide Web","score_opus":0.8954128518142778,"score_gpt":0.724599338890152,"score_spread":0.17081351292412572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404961464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94223285,0.00060772226,0.0023251555,0.03953912,0.0006606708,0.0014032735,0.00008390484,0.0002592961,0.012887979],"genre_scores_gemma":[0.99142665,0.000042987944,0.0055876137,0.000695106,0.00024998945,0.00080606266,0.0000046696155,0.000015148927,0.0011717489],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9970679,0.0012781791,0.000196409,0.0003468145,0.00032490955,0.00078578555],"domain_scores_gemma":[0.9884214,0.010924378,0.000020118767,0.00013017758,0.0002886089,0.00021535216],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012613658,0.00008750039,0.00015390708,0.000081567356,0.0045806635,0.00019375623,0.00008393755,0.00021611631,0.0002167722],"category_scores_gemma":[0.0038730123,0.00008690894,0.00009506477,0.00053306954,0.0014978177,0.0001843803,0.000034900644,0.00042480679,0.000019891531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006140685,0.00027867116,0.0015090619,0.00016722648,0.00013261012,0.000023727604,0.29439765,0.0004434464,0.0036050074,0.6142029,0.08462302,0.0005552541],"study_design_scores_gemma":[0.0018930327,0.0025121535,0.015218421,0.00024096489,0.0001870842,0.0000026135833,0.341523,0.07695784,0.0063921018,0.31477076,0.23944294,0.0008590962],"about_ca_topic_score_codex":0.000026320433,"about_ca_topic_score_gemma":0.001244866,"teacher_disagreement_score":0.29943216,"about_ca_system_score_codex":0.00024114535,"about_ca_system_score_gemma":0.0021275266,"threshold_uncertainty_score":0.99671525},"labels":[],"label_agreement":null},{"id":"W4405025616","doi":"10.1080/2159676x.2024.2437407","title":"Infusing ‘post’ thinking in qualitative training using material-performative pedagogies","year":2024,"lang":"en","type":"article","venue":"Qualitative Research in Sport Exercise and Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Performative utterance; Qualitative research; Training (meteorology); Psychology; Pedagogy; Mathematics education; Sociology; Aesthetics; Art; Social science; Geography","score_opus":0.9229598107755335,"score_gpt":0.7969565949595465,"score_spread":0.12600321581598695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405025616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851263,0.0043796482,0.00020362347,0.005681349,0.0001917888,0.0012795769,0.00004443071,0.00008568775,0.003007579],"genre_scores_gemma":[0.98985577,0.0024759392,0.007099255,0.00008987892,0.00013687892,0.00015621627,0.000016185202,0.00003722631,0.00013267083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97892374,0.015109639,0.001054951,0.00065619475,0.0023197173,0.001935735],"domain_scores_gemma":[0.9946499,0.0038658073,0.00013002602,0.00018815332,0.0005434444,0.0006226919],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.19078827,0.00023389161,0.0008163901,0.0018433016,0.0012601607,0.0004932821,0.00031838086,0.00016722163,0.00008477301],"category_scores_gemma":[0.002579624,0.0002250821,0.000057342535,0.0027439522,0.0015573683,0.001500215,0.00021812764,0.0014991228,0.0000196692],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015151687,0.000053269294,0.00048655193,0.0005707105,0.0000100894285,0.00008985237,0.90050167,0.00001585176,0.00005790833,0.07610048,0.000057530113,0.021904567],"study_design_scores_gemma":[0.00025099196,0.0002006002,0.00114652,0.003157325,0.000002569804,0.0000011478028,0.9062172,0.0009630911,0.000049904284,0.08656297,0.0012357711,0.00021190124],"about_ca_topic_score_codex":0.051287163,"about_ca_topic_score_gemma":0.0071994616,"teacher_disagreement_score":0.18820864,"about_ca_system_score_codex":0.002054042,"about_ca_system_score_gemma":0.007461966,"threshold_uncertainty_score":0.99816483},"labels":[],"label_agreement":null},{"id":"W4405167897","doi":"10.1007/978-981-97-0821-5_131-1","title":"Listening to Photos: Understanding Health-, Wellness-, and Resilience-Promoting Human-Nature Relationships Through Photovoice Methodology","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Photovoice; Active listening; Resilience (materials science); Psychology; Human health; Medicine; Communication; Visual arts; Art; Environmental health","score_opus":0.8097478613834433,"score_gpt":0.6405722156326764,"score_spread":0.16917564575076693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405167897","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053363875,0.0029039565,0.016303545,0.0070512374,0.00073489634,0.0013730532,0.000022984277,0.0003693505,0.97070736],"genre_scores_gemma":[0.07055531,0.0007115283,0.05460785,0.0017393684,0.0009432279,0.00010661916,0.000015840676,0.00020037079,0.8711199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99297225,0.0027708518,0.0007716003,0.0012098845,0.0011711435,0.0011042637],"domain_scores_gemma":[0.99263734,0.00581662,0.00029338826,0.0004379662,0.00013220485,0.0006824795],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019532569,0.0004347051,0.0007986021,0.00046072106,0.0030301802,0.00038774966,0.0005267292,0.0011717004,0.000787115],"category_scores_gemma":[0.0054639056,0.0004269093,0.0001577823,0.00038341945,0.0009585779,0.00036268655,0.0004440496,0.0032930323,0.00013575464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016474096,0.0000071700583,0.000037151895,0.00018939994,0.00005647148,0.00003165304,0.03994247,0.0000030650763,0.0002834629,0.95715237,0.001539859,0.00074045407],"study_design_scores_gemma":[0.00010764959,0.00016646979,0.000018881323,0.0009061669,0.000055178738,0.000005493051,0.017282296,0.00005643872,0.00028899565,0.683273,0.29734808,0.0004913364],"about_ca_topic_score_codex":0.0019438415,"about_ca_topic_score_gemma":0.009501491,"teacher_disagreement_score":0.29580823,"about_ca_system_score_codex":0.0014441779,"about_ca_system_score_gemma":0.0007715999,"threshold_uncertainty_score":0.99981827},"labels":[],"label_agreement":null},{"id":"W4405376742","doi":"10.3390/challe15040046","title":"Getting to the Heart of the Planetary Health Movement: Nursing Research Through Collaborative Critical Autoethnography","year":2024,"lang":"en","type":"article","venue":"Challenges","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Autoethnography; Nursing; Movement (music); Engineering ethics; Sociology; Psychology; Medicine; Engineering; Aesthetics; Philosophy; Social science","score_opus":0.7433084970553346,"score_gpt":0.7032845911332323,"score_spread":0.040023905922102365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405376742","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02727938,0.0934502,0.00026489556,0.8256714,0.0011131737,0.0013533214,0.000046621208,0.00012456783,0.050696485],"genre_scores_gemma":[0.99374,0.002315447,0.0019554533,0.0012004605,0.0004994148,0.00010691449,6.421232e-7,0.00001990141,0.00016174906],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905718,0.0065027326,0.00025165637,0.00033996123,0.0014985173,0.00083533034],"domain_scores_gemma":[0.99456865,0.0045694173,0.00002539529,0.00035861778,0.00027388282,0.00020404943],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014298641,0.000100119614,0.00019166821,0.00012126117,0.0014632536,0.00012540095,0.00057057437,0.00007635069,0.00004118944],"category_scores_gemma":[0.0035987045,0.000062019215,0.00007755048,0.0015680535,0.0019120807,0.0001766215,0.0001393385,0.0006125475,0.0000309943],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018627103,0.000097814256,0.00009448353,0.00016618775,0.000032745364,0.0000037175703,0.47228205,0.000018356523,0.00035205684,0.4616576,0.026619531,0.038656816],"study_design_scores_gemma":[0.00009876995,0.0005019524,0.008774679,0.0017473958,0.000013304367,7.530706e-7,0.38534194,0.00030776032,0.0016107006,0.13189834,0.4695001,0.00020427925],"about_ca_topic_score_codex":0.0006181316,"about_ca_topic_score_gemma":0.0010598988,"teacher_disagreement_score":0.96646065,"about_ca_system_score_codex":0.00020726795,"about_ca_system_score_gemma":0.0010359964,"threshold_uncertainty_score":0.9998367},"labels":[],"label_agreement":null},{"id":"W4405384296","doi":"10.1080/02673843.2024.2435264","title":"Indigenous youth engagement in research: a scoping review of community-based participatory action research (CBPAR) in Canada and the USA","year":2024,"lang":"en","type":"review","venue":"International Journal of Adolescence and Youth","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Queen's University; Dalhousie University","funders":"","keywords":"Participatory action research; Indigenous; Community-based participatory research; Citizen journalism; Community engagement; Action research; Action (physics); Sociology; Political science; Public relations; Gender studies; Psychology; Anthropology; Pedagogy; Ecology","score_opus":0.9319275411328112,"score_gpt":0.7227279357918224,"score_spread":0.2091996053409888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405384296","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028201887,0.9700525,0.0000059015197,0.00031427742,0.00027100294,0.0010006708,0.00003696803,0.0000017534945,0.00011504601],"genre_scores_gemma":[0.13631028,0.86339206,0.000018124714,0.00010569275,0.0001190419,0.00003121619,0.000003532417,0.000011444278,0.000008587196],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.96537477,0.029889312,0.0012256163,0.00017451141,0.0028201272,0.0005156389],"domain_scores_gemma":[0.99475944,0.0035086412,0.0004500097,0.00019841308,0.00089178275,0.0001917184],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.08402697,0.00015381238,0.0008806922,0.0009571684,0.00030020162,0.00012655211,0.001042155,0.00009842403,0.000013287162],"category_scores_gemma":[0.006997164,0.00010479936,0.00011621686,0.00097147765,0.0011654269,0.00017144943,0.00032161563,0.003743387,0.0000019529866],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038421512,0.00039791054,0.008155161,0.12299783,0.00025611508,0.00027553702,0.193588,0.000008869396,0.0000018564112,0.0009549722,0.00015369973,0.6728258],"study_design_scores_gemma":[0.0006896741,0.00012850188,0.00075240375,0.9459873,0.00017763405,0.0000071417103,0.04255998,0.000008040632,0.000005840909,0.0002696045,0.009233312,0.00018055625],"about_ca_topic_score_codex":0.6205656,"about_ca_topic_score_gemma":0.7874736,"teacher_disagreement_score":0.82298946,"about_ca_system_score_codex":0.0016126846,"about_ca_system_score_gemma":0.016942376,"threshold_uncertainty_score":0.998555},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":true,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"split"},{"id":"W4405386474","doi":"10.1007/978-981-97-0821-5_130-1","title":"The Role of Participatory Action Research and Photovoice in Global Mental Health Research and Promotion","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Photovoice; Participatory action research; Promotion (chess); Citizen journalism; Mental health; Action (physics); Action research; Psychology; Sociology; Political science; Psychotherapist; Economic growth; Pedagogy; Anthropology; Economics","score_opus":0.8869772026892198,"score_gpt":0.7328261162754719,"score_spread":0.15415108641374786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405386474","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09343518,0.011170808,0.0000028263457,0.0055998694,0.00023331585,0.0026395915,0.00005559668,0.000052879313,0.88680995],"genre_scores_gemma":[0.6184582,0.011530572,0.00011400752,0.000017822766,0.00027963813,0.00023011444,0.0000059812305,0.000045002715,0.36931863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99303037,0.0025290304,0.00042563654,0.00052990176,0.0024735022,0.0010115867],"domain_scores_gemma":[0.9974107,0.0014410759,0.000073712756,0.00024881307,0.00041215686,0.0004135488],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04026647,0.00013837052,0.000264749,0.00029481266,0.0011675644,0.00022372526,0.00026648244,0.00025970448,0.00010783422],"category_scores_gemma":[0.0009538697,0.0001080163,0.00003101574,0.00037099773,0.0036482334,0.00016811985,0.0004145179,0.0011751333,0.000037361995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001340691,0.000086550775,0.0012570053,0.00013946618,0.000031025484,0.0000044968506,0.0066887243,5.333281e-8,0.0003771494,0.94031554,0.0011244023,0.04984149],"study_design_scores_gemma":[0.00016356206,0.00092002156,0.0011384203,0.00037263424,0.0000038478006,0.0000013028277,0.012493571,0.00015778859,0.00046522229,0.5879605,0.3961949,0.0001282786],"about_ca_topic_score_codex":0.007837626,"about_ca_topic_score_gemma":0.051430847,"teacher_disagreement_score":0.52502304,"about_ca_system_score_codex":0.0011849293,"about_ca_system_score_gemma":0.0013633048,"threshold_uncertainty_score":0.99906325},"labels":[],"label_agreement":null},{"id":"W4405460160","doi":"10.1177/15586898241303319","title":"Examining the Integrative Potential of Visual Timelines in Mixed Methods Research","year":2024,"lang":"en","type":"article","venue":"Journal of Mixed Methods Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children’s Health Research Institute; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Timeline; Multimethodology; Computer science; Management science; Data science; Psychology; Mathematics education; Engineering; Statistics; Mathematics","score_opus":0.8012770319302716,"score_gpt":0.7785446505934303,"score_spread":0.0227323813368413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405460160","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55186135,0.018236144,0.4039771,0.0061808852,0.0040061865,0.001639094,0.000013209238,0.000052673422,0.0140333595],"genre_scores_gemma":[0.49173942,0.001764765,0.502579,0.000014820484,0.0014821393,0.00008350181,8.173739e-7,0.00006898172,0.0022666007],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.7244106,0.26225305,0.0023160155,0.000771942,0.0077192998,0.0025290812],"domain_scores_gemma":[0.90428674,0.08808297,0.00035790828,0.0005976827,0.005918884,0.0007558266],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.49802828,0.000278743,0.0009825383,0.003734184,0.0009443889,0.00054601167,0.0022978324,0.00040984614,0.00048771044],"category_scores_gemma":[0.15417667,0.00017964815,0.0003908713,0.0082517,0.0043034675,0.000760763,0.00090514275,0.006355988,0.00003537482],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004462713,0.000287358,0.00023646907,0.000118604294,0.00019426412,0.00024267175,0.023553945,0.000060964754,0.24656971,0.007185668,0.0027233204,0.71838075],"study_design_scores_gemma":[0.0015385892,0.004325349,0.015081931,0.002464024,0.00012298155,0.00008409724,0.34957424,0.020418596,0.36722183,0.09828177,0.14021616,0.00067043013],"about_ca_topic_score_codex":0.0013330476,"about_ca_topic_score_gemma":0.00045601814,"teacher_disagreement_score":0.7177103,"about_ca_system_score_codex":0.0009532262,"about_ca_system_score_gemma":0.0054632477,"threshold_uncertainty_score":0.99840623},"labels":[],"label_agreement":null},{"id":"W4405598517","doi":"10.7202/1115212ar","title":"The Value of Arts-Based Methods in STEM: Formal Analysis, Open Dialogue, and Subjectivity","year":2024,"lang":"en","type":"article","venue":"˜The œCanadian art teacher.","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visual arts; Victory; Value (mathematics); The arts; Studio; Interpretation (philosophy); Subjectivity; Space (punctuation); Fine art; Psychology; Art; Computer science; Epistemology","score_opus":0.43961793393001686,"score_gpt":0.6180497750185356,"score_spread":0.17843184108851878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405598517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70484376,0.0035674248,0.025583709,0.019062147,0.0009093896,0.0037403964,0.000106039435,0.00014268109,0.24204445],"genre_scores_gemma":[0.99517465,0.000023146866,0.0015490279,0.00015481826,0.000064332155,0.000101499674,0.0000023172186,0.000013510129,0.0029167107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917965,0.006391768,0.0002965201,0.00029947932,0.00043595376,0.0007798125],"domain_scores_gemma":[0.996146,0.0028828725,0.000057942463,0.00039679024,0.000058200978,0.00045815934],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03645122,0.00012228302,0.00028305943,0.00031257377,0.0011045851,0.0005827009,0.0008392532,0.000111802816,0.00010273701],"category_scores_gemma":[0.00089439476,0.000082708975,0.00011582743,0.0018752884,0.0009694492,0.00033210474,0.00013829915,0.00045403602,0.00002196705],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011640288,0.00015920773,0.22481006,0.000071128554,0.0009591924,0.00007304032,0.04210763,0.00028749747,0.0008329486,0.2887168,0.0056075393,0.43625855],"study_design_scores_gemma":[0.00038086248,0.0001260562,0.23186046,0.00005281106,0.00030766506,8.803293e-7,0.005035664,0.06451722,0.0005940041,0.011855213,0.68487495,0.0003942325],"about_ca_topic_score_codex":0.49154484,"about_ca_topic_score_gemma":0.9874812,"teacher_disagreement_score":0.6792674,"about_ca_system_score_codex":0.0005097005,"about_ca_system_score_gemma":0.0028699234,"threshold_uncertainty_score":0.99217623},"labels":[],"label_agreement":null},{"id":"W4405613901","doi":"10.7870/cjcmh-2024-022","title":"Évaluation des impacts d’un programme d’accompagnement artistique auprès des personnes vivant avec une maladie mentale","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Photovoice; Sociology; Humanities; Art; Visual arts","score_opus":0.5351917361940524,"score_gpt":0.5612048244442187,"score_spread":0.02601308825016635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405613901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927103,0.047532108,0.00039082335,0.020696245,0.0017530912,0.0007515061,0.00015935715,0.00002541995,0.0015884371],"genre_scores_gemma":[0.9880815,0.0033457398,0.006670203,0.00055341964,0.00039563523,0.000018155746,0.000023016912,0.000047194342,0.0008651379],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98385894,0.012041478,0.0010149371,0.00016893093,0.0009771129,0.0019385688],"domain_scores_gemma":[0.9936073,0.00075734005,0.0003536935,0.00029635426,0.00037009045,0.004615227],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.021213077,0.00033200777,0.0005808941,0.0005383683,0.0049444414,0.0005494378,0.0007829915,0.00015522618,0.0016865815],"category_scores_gemma":[0.0008883706,0.00033806806,0.00026726685,0.001334395,0.0027810528,0.0009554865,0.00008489109,0.0017327361,0.00008846759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000041618194,0.0003502288,0.0028492473,0.0008288679,0.00018114845,0.00014062987,0.51448226,0.000018317174,0.00020438265,0.0038278627,0.0029475826,0.47412786],"study_design_scores_gemma":[0.0022473983,0.009828743,0.16952135,0.011454023,0.00029622088,0.001047494,0.54292643,0.004467813,0.0023528284,0.058911055,0.19578506,0.0011616163],"about_ca_topic_score_codex":0.44921055,"about_ca_topic_score_gemma":0.7498462,"teacher_disagreement_score":0.47296625,"about_ca_system_score_codex":0.010376723,"about_ca_system_score_gemma":0.013080991,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W4405666010","doi":"10.55765/atps.i26.2748","title":"15e anniversaire","year":2024,"lang":"fr","type":"article","venue":"Revue internationale animation territoires et pratiques socioculturelles","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.3139669384052053,"score_gpt":0.551766894425126,"score_spread":0.23779995601992077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405666010","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08102745,0.100558214,0.01844078,0.29165283,0.0064079873,0.0012631102,0.00046869763,0.0010430363,0.49913788],"genre_scores_gemma":[0.21028289,0.017633516,0.010901326,0.0008215046,0.0027736605,0.00014888229,0.00014194599,0.00007476311,0.7572215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950885,0.002268187,0.00060233736,0.00060718815,0.0009209859,0.000512807],"domain_scores_gemma":[0.99765456,0.001309431,0.00018344779,0.00020988444,0.0003904914,0.00025219118],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021159376,0.00032651308,0.00030998138,0.00022060492,0.0004521713,0.0009415093,0.00053693075,0.00044655887,0.002025355],"category_scores_gemma":[0.0013094429,0.00034239353,0.00034155883,0.0005175657,0.00084130955,0.002503586,0.00014263186,0.0007482852,0.0008599052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057497004,0.00013498813,0.0003679036,0.00041082795,0.00021197647,0.00007616577,0.04708086,0.000062676765,0.0007892411,0.848151,0.06884625,0.033862337],"study_design_scores_gemma":[0.00012432675,0.000120695244,0.0006574353,0.0016785046,0.00006196479,0.000019203882,0.0032037485,0.0116825905,0.0009398684,0.015573332,0.9655872,0.00035114586],"about_ca_topic_score_codex":0.0022045008,"about_ca_topic_score_gemma":0.0045442763,"teacher_disagreement_score":0.8967409,"about_ca_system_score_codex":0.0013566541,"about_ca_system_score_gemma":0.00093788264,"threshold_uncertainty_score":0.99991804},"labels":[],"label_agreement":null},{"id":"W4405674476","doi":"10.18357/bigr61202420003","title":"Six Sides of Migration","year":2024,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Representation (politics); Portrait; Immigration; Forced migration; Work (physics); Demographic economics; Sociology; Political science; Visual arts; Art; Law; Economics; Engineering; Refugee","score_opus":0.37436830923610603,"score_gpt":0.6482357935496832,"score_spread":0.27386748431357716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405674476","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009473225,0.80184096,0.029326102,0.014862886,0.00083005667,0.0023183909,0.000020750991,0.0002831037,0.14104451],"genre_scores_gemma":[0.44776195,0.54678166,0.003279982,0.0011769118,0.00009893421,0.00012147247,0.000021329091,0.000019481646,0.0007382426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980253,0.0009738959,0.0002950292,0.00013897647,0.00040026163,0.00016653177],"domain_scores_gemma":[0.99948764,0.00019562799,0.000045669753,0.00010401491,0.00011204541,0.000055018078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031145536,0.00005444262,0.00015559472,0.00007678766,0.00004776175,0.00003322291,0.00012803898,0.000042920215,0.00032169002],"category_scores_gemma":[0.0039335894,0.000051568622,0.000047550515,0.0014783692,0.0001359808,0.00018982345,0.000016792774,0.000049444345,0.000028712248],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005125716,0.00007888537,0.016054561,0.0053654504,0.00002217555,0.000009115013,0.0026953937,0.00007873539,0.00012400869,0.77879506,0.034081947,0.16268952],"study_design_scores_gemma":[0.000038768707,0.000013900842,0.00079464697,0.0035596879,0.000015418194,1.5572218e-7,0.00022392237,0.0007201057,0.000058524773,0.0032731583,0.9912319,0.00006979432],"about_ca_topic_score_codex":0.00077428087,"about_ca_topic_score_gemma":0.0029189812,"teacher_disagreement_score":0.95715,"about_ca_system_score_codex":0.000107599306,"about_ca_system_score_gemma":0.000387608,"threshold_uncertainty_score":0.47091582},"labels":[],"label_agreement":null},{"id":"W4405725573","doi":"10.1177/10497323241307893","title":"Pulling at All Threads: Reflections on Using Multimodal Critical Discourse Analysis Within Arts-Based Health Research","year":2024,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Mount Saint Vincent University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Critical discourse analysis; Ideology; Deconstruction (building); Discourse analysis; Sociology; Multimodality; Semiotics; The arts; Qualitative research; Frame (networking); Epistemology; Linguistics; Aesthetics; Social science; Visual arts; Politics; Computer science; Art; Political science","score_opus":0.9856274021477558,"score_gpt":0.8841382007387858,"score_spread":0.10148920140897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405725573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52642184,0.006407572,0.09170695,0.35791564,0.001239343,0.0055547473,0.0005741173,0.00073486124,0.009444961],"genre_scores_gemma":[0.9703175,0.0002506562,0.025247771,0.0011883616,0.0005820444,0.0005124858,0.000050424766,0.00009200667,0.0017587713],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.87129927,0.11242669,0.0012430949,0.0015783687,0.0087475935,0.0047050007],"domain_scores_gemma":[0.9374942,0.056228586,0.00012724615,0.0007995965,0.002345233,0.0030050965],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.27520835,0.00031055455,0.0008347141,0.004285372,0.008580354,0.0007868306,0.0007575634,0.0002632923,0.00052953465],"category_scores_gemma":[0.04579648,0.0002877932,0.00032206648,0.012869842,0.0059457608,0.0004933035,0.0002778959,0.004152375,0.00051020953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00043049344,0.000801534,0.0003340846,0.0008480906,0.00035969564,0.00008059861,0.5838952,0.001570791,0.0005735884,0.40319318,0.0033862903,0.004526457],"study_design_scores_gemma":[0.0006919539,0.004477442,0.0005839804,0.0016836174,0.000074874566,0.0000018147642,0.72613007,0.18017657,0.00065700297,0.041079596,0.043674346,0.0007687407],"about_ca_topic_score_codex":0.0543044,"about_ca_topic_score_gemma":0.04256502,"teacher_disagreement_score":0.44389567,"about_ca_system_score_codex":0.010598674,"about_ca_system_score_gemma":0.016909601,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W4405953899","doi":"10.35844/001c.123790","title":"Combining Photovoice and Videovoice for Participatory Research: Visual Storytelling With LGBTQ+ Refugees and Migrants","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Research Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Photovoice; Refugee; Storytelling; Citizen journalism; Participatory action research; Visual research; Sociology; Gender studies; Photo elicitation; Queer; Narrative; Political science; Visual arts; Anthropology; Art","score_opus":0.9166245057918785,"score_gpt":0.7658955902595016,"score_spread":0.15072891553237688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405953899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589664,0.01818136,0.018659815,0.0014361535,0.0005718658,0.0013073067,0.00001256943,0.000094849245,0.00076969474],"genre_scores_gemma":[0.93127763,0.0011179913,0.06523262,0.00007784825,0.0010394633,0.00039129442,7.3807894e-7,0.00012448504,0.0007379517],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95261234,0.038005646,0.0013091398,0.00092990475,0.0042023007,0.0029406827],"domain_scores_gemma":[0.9537271,0.040406663,0.0002725513,0.0004324564,0.0029619278,0.0021992975],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.21860537,0.0003716254,0.0009471974,0.0018252451,0.0025046975,0.0010879788,0.0007511168,0.00034661204,0.00008928168],"category_scores_gemma":[0.03261325,0.00030453544,0.00019101039,0.0022729537,0.0056286333,0.0014186684,0.00035604162,0.0030075859,0.000015185124],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007958601,0.0017845179,0.0315462,0.0042318176,0.0023142619,0.0019517622,0.2701018,0.00018105393,0.2745135,0.06153119,0.00937453,0.33451077],"study_design_scores_gemma":[0.0035479227,0.009289517,0.007053046,0.0039046837,0.0005067969,0.00012690524,0.074514456,0.02533793,0.06133723,0.026647817,0.7864277,0.0013060321],"about_ca_topic_score_codex":0.0004164476,"about_ca_topic_score_gemma":0.00043393538,"teacher_disagreement_score":0.7770531,"about_ca_system_score_codex":0.0006086199,"about_ca_system_score_gemma":0.0033039295,"threshold_uncertainty_score":0.999949},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4406224997","doi":"10.1002/alz.088598","title":"Memory Café in Rural Communities: Reflection from Participatory Action Research (PAR)","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Participatory action research; Reflection (computer programming); Citizen journalism; Action (physics); Sociology; Political science; Geography; Anthropology; Computer science; Physics","score_opus":0.8024964396463087,"score_gpt":0.6629174665686731,"score_spread":0.13957897307763556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406224997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93660057,0.043729547,0.000180914,0.0008955934,0.0015119354,0.00056048424,0.000011220266,0.0002660012,0.016243724],"genre_scores_gemma":[0.9981874,0.00043643487,0.0003702564,0.00007758863,0.0004778173,0.00031149635,0.0000166081,0.000032598185,0.00008980085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898744,0.0072396994,0.00038864242,0.00025785237,0.0012285203,0.0010108384],"domain_scores_gemma":[0.99758226,0.001538171,0.000040178562,0.00039814253,0.00016964789,0.00027161711],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011270982,0.00014966138,0.00019864118,0.00046496885,0.00094530435,0.00036654348,0.00045696826,0.00017773743,0.0019216088],"category_scores_gemma":[0.0004029945,0.00015999767,0.000080459075,0.0012038924,0.0008118821,0.0008131384,0.00018310767,0.00090579694,0.00066279527],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031572848,0.0006422542,0.035904825,0.000041035775,0.00693955,0.0001229576,0.3019231,0.000051294595,0.02682108,0.010917586,0.028966317,0.5873543],"study_design_scores_gemma":[0.001082207,0.00046643845,0.06009018,0.00057344884,0.0034445617,0.0000018587567,0.31317043,0.0054955827,0.0922013,0.026011888,0.4962901,0.0011720092],"about_ca_topic_score_codex":0.09339176,"about_ca_topic_score_gemma":0.06452448,"teacher_disagreement_score":0.5861823,"about_ca_system_score_codex":0.00016024425,"about_ca_system_score_gemma":0.00064098364,"threshold_uncertainty_score":0.9989908},"labels":[],"label_agreement":null},{"id":"W4406230064","doi":"10.1108/qrom-08-2024-2801","title":"Methodological reflections on tracing networked images","year":2025,"lang":"en","type":"article","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"George Brown College","funders":"","keywords":"Reflexivity; Sociology; Originality; Visual research; Representation (politics); Value (mathematics); Tracing; Masculinity; Epistemology; Computer science; Visual arts; Social science; Gender studies; Qualitative research; Political science","score_opus":0.9048770149811757,"score_gpt":0.8074382154978831,"score_spread":0.09743879948329259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406230064","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1207888,0.00026751944,0.41161257,0.050144922,0.0014124244,0.0011864037,0.000016138183,0.00012264276,0.4144486],"genre_scores_gemma":[0.9527473,0.004300845,0.035854734,0.00042476374,0.00036437597,0.000068368354,0.000007707928,0.000014113586,0.0062178206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98440486,0.013590165,0.0003071494,0.0002575424,0.0010211396,0.000419159],"domain_scores_gemma":[0.9952372,0.0032308116,0.00005601623,0.00010884152,0.001186449,0.00018073022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027559495,0.00008117492,0.00012847343,0.0013739566,0.0012295435,0.000567085,0.0004910926,0.000060011513,0.00024087726],"category_scores_gemma":[0.007392364,0.000075049174,0.000025806758,0.0020972998,0.00054651377,0.00052172615,0.00016381152,0.00057732005,0.000017045275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008320772,0.00027091207,0.001141549,0.000009769361,0.000107503474,0.000048392776,0.029496582,0.00022209401,0.0001306604,0.94452786,0.001750733,0.02221072],"study_design_scores_gemma":[0.0014636073,0.00041202837,0.035383653,0.00045619445,0.000021389002,0.000004743033,0.33349258,0.0007573629,0.00027588857,0.5009093,0.1265166,0.0003066259],"about_ca_topic_score_codex":0.0001847184,"about_ca_topic_score_gemma":0.00028424454,"teacher_disagreement_score":0.8319585,"about_ca_system_score_codex":0.0004944756,"about_ca_system_score_gemma":0.00022567925,"threshold_uncertainty_score":0.9551626},"labels":[],"label_agreement":null},{"id":"W4406530177","doi":"10.3138/cjpe-2024-0015","title":"Photovoice as a Participatory Evaluation Method: Evaluating a Collective Kitchen Program in Northern Ontario","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Lethbridge; Cambrian College","funders":"","keywords":"Photovoice; Citizen journalism; Participatory evaluation; Sociology; Environmental planning; Geography; Computer science; Social science; Art; Visual arts; World Wide Web","score_opus":0.7917015056043963,"score_gpt":0.6991385768057358,"score_spread":0.09256292879866057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406530177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792086,0.001860165,0.00042530222,0.0006797659,0.00088104396,0.0069226716,0.0000028600389,0.00006284353,0.009956768],"genre_scores_gemma":[0.98018926,0.0000048154916,0.016012453,0.000051503674,0.0003336977,0.0029749996,0.000007944518,0.000037706137,0.00038760938],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98312,0.011205018,0.00093025086,0.00038931737,0.0033251436,0.0010302351],"domain_scores_gemma":[0.9939232,0.0009936349,0.00033773214,0.00022373491,0.0033810553,0.0011406433],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08581575,0.00021805154,0.0003718014,0.0010672209,0.0005181684,0.0006918692,0.00039525636,0.00022394466,0.0013171489],"category_scores_gemma":[0.020560803,0.0002201088,0.00019525974,0.0021223626,0.00031149032,0.0008266553,0.000019262672,0.0008485021,0.00006254906],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000059367965,0.00014014833,0.03258326,0.000026193653,0.000120570774,0.000055441596,0.12403541,0.0012086813,0.00019003691,0.00028811613,0.00015185733,0.8411409],"study_design_scores_gemma":[0.005299705,0.007340012,0.18351026,0.0020640474,0.0024185565,0.00006900639,0.050045285,0.5175599,0.0010456595,0.08398346,0.14520305,0.0014610704],"about_ca_topic_score_codex":0.2634236,"about_ca_topic_score_gemma":0.9861609,"teacher_disagreement_score":0.83967984,"about_ca_system_score_codex":0.01494113,"about_ca_system_score_gemma":0.11311284,"threshold_uncertainty_score":0.99959576},"labels":[],"label_agreement":null},{"id":"W4406816322","doi":"10.5117/9789463727679_ch06","title":"The Challenge of Addressing Subjectivities through Participatory Action Research on Datafication","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Citizen journalism; Participatory action research; Action (physics); Action research; Sociology; Political science; Anthropology; Pedagogy","score_opus":0.956476180901748,"score_gpt":0.7419621836618832,"score_spread":0.21451399723986486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406816322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018500036,0.0011252204,0.00024073398,0.0019496632,0.00035252975,0.00064038136,0.000020830435,0.00006600066,0.9954196],"genre_scores_gemma":[0.13809569,0.007868271,0.00020703519,0.000048491966,0.0005546128,0.00019197489,0.000010392412,0.000040025276,0.85298353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933312,0.0029247804,0.00042615732,0.00046916457,0.0021788261,0.0006698853],"domain_scores_gemma":[0.9902383,0.00796667,0.00021389216,0.0008232011,0.0006418667,0.00011608643],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015827019,0.00018298955,0.00030739667,0.00023741389,0.001905941,0.0001463897,0.0006966637,0.00038316587,0.0005005427],"category_scores_gemma":[0.004048532,0.00013980873,0.000113297545,0.00017856054,0.0025242656,0.00029504302,0.00020960667,0.0010673555,0.00008357738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007608889,0.000040811596,0.0000055910386,0.00006730616,0.00004847812,0.0000013103881,0.003599024,0.0000011358843,0.000046531335,0.9445731,0.006857278,0.044683345],"study_design_scores_gemma":[0.000086269945,0.00014818554,0.00005027084,0.00040692516,0.000022767194,3.1972032e-8,0.0046777134,0.00003318715,0.0016073547,0.16576864,0.827048,0.00015065313],"about_ca_topic_score_codex":0.0009752961,"about_ca_topic_score_gemma":0.004163345,"teacher_disagreement_score":0.8201907,"about_ca_system_score_codex":0.0005343446,"about_ca_system_score_gemma":0.0016001783,"threshold_uncertainty_score":0.99939346},"labels":[],"label_agreement":null},{"id":"W4406920598","doi":"10.1177/08445621251313500","title":"“ <i>I Am Not Alone”</i> : A Photovoice Exploration of Diabetes Self-Management for Older Persons in Rural Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Lakehead University; Queen's University","funders":"Institute of Aging","keywords":"Photovoice; Psychological intervention; Context (archaeology); Diabetes management; Gerontology; Self-management; Qualitative research; Mental health; Participatory action research; Psychology; Nursing; Medicine; Diabetes mellitus; Type 2 diabetes; Sociology; Psychotherapist","score_opus":0.39541030911701736,"score_gpt":0.5678453595088787,"score_spread":0.17243505039186136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406920598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97744656,0.00030443896,0.00016981589,0.0074022235,0.0005575249,0.00078686123,0.000015511803,0.0000039034767,0.01331316],"genre_scores_gemma":[0.99686015,0.000012423388,0.0013158435,0.00010091445,0.00006982733,0.00004353504,0.0000012311621,0.00000969599,0.001586384],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99635434,0.0011242629,0.00039010672,0.00014536399,0.0009787042,0.0010072442],"domain_scores_gemma":[0.9972236,0.0010081413,0.000098310986,0.00015247565,0.000832124,0.0006853513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077805757,0.00008723507,0.0002544956,0.0010199725,0.0005812411,0.00011469453,0.0005098994,0.00007455815,0.000058155907],"category_scores_gemma":[0.0016733923,0.0000933842,0.00006938926,0.0011279106,0.0004281616,0.00037516217,0.000014943897,0.00050647836,5.661944e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00045645153,0.0006668275,0.15899444,0.0005146716,0.0003929736,0.0002759693,0.4133242,0.00034266277,0.0035648956,0.024875652,0.23336628,0.16322498],"study_design_scores_gemma":[0.006320161,0.0010498759,0.24252683,0.010826123,0.00020569761,0.0000030024962,0.45589736,0.001371424,0.014999864,0.023316128,0.24263532,0.0008482061],"about_ca_topic_score_codex":0.94917715,"about_ca_topic_score_gemma":0.9980371,"teacher_disagreement_score":0.16237678,"about_ca_system_score_codex":0.008256254,"about_ca_system_score_gemma":0.02474591,"threshold_uncertainty_score":0.9955509},"labels":[],"label_agreement":null},{"id":"W4407741201","doi":"10.55016/ojs/tsw.v2i2.77602","title":"Integrating participatory action research and photovoice as mixed methods: Synergies, tensions, and implications for social work","year":2025,"lang":"en","type":"article","venue":"Transformative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Photovoice; Participatory action research; Work (physics); Citizen journalism; Action (physics); Sociology; Action research; Political science; Public relations; Knowledge management; Computer science; Engineering; Pedagogy; Economic growth; Economics","score_opus":0.7130144156346258,"score_gpt":0.6930554044281669,"score_spread":0.01995901120645882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407741201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83900833,0.0013081933,0.08342452,0.047588248,0.00055756996,0.0037658568,0.00006641569,0.00032031897,0.023960566],"genre_scores_gemma":[0.98354703,0.00018128114,0.01307422,0.00022868234,0.00023728747,0.0014446217,0.000008265064,0.000024559236,0.0012540655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99274254,0.0050610714,0.00044694502,0.00038605087,0.00043270612,0.0009306623],"domain_scores_gemma":[0.992849,0.0060280454,0.00009696646,0.00011822098,0.00067719247,0.00023058159],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012852224,0.00019179165,0.00039075786,0.0002608971,0.009461065,0.0002552332,0.00024544547,0.00029776202,0.000036402784],"category_scores_gemma":[0.004268124,0.0001902027,0.00010654123,0.0029798904,0.0020785553,0.0004583302,0.000080541395,0.00070157024,0.000007703933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047621876,0.00014947982,0.0018414183,0.00012943303,0.00017151351,4.885899e-7,0.17897351,5.5146927e-7,0.0035059438,0.43748382,0.0063104345,0.3709572],"study_design_scores_gemma":[0.0016091904,0.0002534398,0.13824254,0.0003005848,0.00020021059,4.1328227e-7,0.30770946,0.00006389067,0.0048476923,0.26973787,0.27634928,0.0006854467],"about_ca_topic_score_codex":0.00032874715,"about_ca_topic_score_gemma":0.00054631283,"teacher_disagreement_score":0.37027174,"about_ca_system_score_codex":0.00035914846,"about_ca_system_score_gemma":0.00059763435,"threshold_uncertainty_score":0.9918285},"labels":[],"label_agreement":null},{"id":"W4407911981","doi":"10.1080/19325037.2025.2466963","title":"Participatory Theory Building: A Methodological Review and Conceptualization","year":2025,"lang":"en","type":"review","venue":"American Journal of Health Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Conceptualization; Sociology; Citizen journalism; Participatory action research; Psychology; Qualitative research; Pedagogy; Engineering ethics; Epistemology; Social science; Political science; Computer science; Engineering","score_opus":0.8608100545319081,"score_gpt":0.7802839039574893,"score_spread":0.08052615057441881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407911981","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007131546,0.98971367,0.006545952,0.0020283225,0.00050340797,0.0008323745,0.0000031150757,0.000013161483,0.00035289337],"genre_scores_gemma":[0.00002045492,0.9870966,0.010084556,0.002250561,0.00025172977,0.00011186933,0.0000029345713,0.000014174746,0.00016709606],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.94873327,0.04871156,0.0014030852,0.00023696174,0.00048605973,0.00042908007],"domain_scores_gemma":[0.98845845,0.0074590105,0.002901225,0.00020337253,0.00047408254,0.000503876],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04425445,0.00019681251,0.0023114167,0.00034300803,0.000344376,0.000041450545,0.000361518,0.000094789844,0.00011265491],"category_scores_gemma":[0.03026269,0.00015367944,0.00022797447,0.001163658,0.001065018,0.00015353727,0.00004728749,0.0005356535,0.0000032453786],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003675149,0.00006603919,0.00000890839,0.012831951,0.000043576216,4.2366437e-7,0.0015261673,4.0642018e-8,2.5863663e-8,0.015611281,0.0019406601,0.9679673],"study_design_scores_gemma":[0.00002958759,0.00023786497,0.000017938859,0.030451758,0.0005109251,0.000008524493,0.002377151,1.0815323e-7,6.991196e-8,0.0012789048,0.96497345,0.00011370066],"about_ca_topic_score_codex":0.00013431636,"about_ca_topic_score_gemma":0.0000047696217,"teacher_disagreement_score":0.96785355,"about_ca_system_score_codex":0.00062972924,"about_ca_system_score_gemma":0.02250715,"threshold_uncertainty_score":0.9841412},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4407975476","doi":"10.3390/youth5010021","title":"Research-as-Solidarity, with Youth Leading the Way","year":2025,"lang":"en","type":"article","venue":"Youth","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; McGill University; University of Victoria; Université Laval; Dalhousie University; University of Ottawa; Carleton University; University of British Columbia","funders":"","keywords":"Solidarity; Political science; Sociology; Law; Politics","score_opus":0.7103131046622435,"score_gpt":0.6664502675619304,"score_spread":0.043862837100313135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407975476","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4931226,0.00011434417,0.00041833025,0.0027595814,0.0001454099,0.00038188449,0.000009613234,0.00008544562,0.50296277],"genre_scores_gemma":[0.9811708,0.000024897734,0.00016362302,0.00029552096,0.00016498717,0.0000357924,0.0000015919583,0.000012526541,0.018130302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99345934,0.003615941,0.00016568604,0.0003250775,0.001437192,0.0009967821],"domain_scores_gemma":[0.99774665,0.0011831541,0.000036446807,0.00045359618,0.00034046525,0.00023971763],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015185649,0.00010656076,0.00016803372,0.00020336483,0.002134017,0.00037445425,0.00088746997,0.00010220575,0.00012781774],"category_scores_gemma":[0.004504645,0.00006816066,0.000051801613,0.0017266286,0.0019615698,0.00018606437,0.0002702856,0.0007545218,0.0002843236],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019964985,0.00014566866,0.01858078,0.000028842875,0.0000933436,0.000024419858,0.4429221,0.000014943376,0.00031769832,0.5240314,0.0024707636,0.011170433],"study_design_scores_gemma":[0.0008384703,0.0003329585,0.0070314608,0.00032046277,0.00009130762,5.5696444e-7,0.8871924,0.000105030565,0.004057109,0.032462854,0.06716469,0.0004026857],"about_ca_topic_score_codex":0.0068364423,"about_ca_topic_score_gemma":0.0030183895,"teacher_disagreement_score":0.49156854,"about_ca_system_score_codex":0.0002366868,"about_ca_system_score_gemma":0.0011883606,"threshold_uncertainty_score":0.99977714},"labels":[],"label_agreement":null},{"id":"W4408133000","doi":"10.1080/23311983.2025.2472536","title":"Picturing the ambiguity of homestay: a photovoice exploration of Ukrainian refugee women’s experiences with their Canadian hosts in Toronto","year":2025,"lang":"en","type":"article","venue":"Cogent Arts and Humanities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Photovoice; Refugee; Ukrainian; Ambiguity; Gender studies; Sociology; Geography; Art; Visual arts; Computer science; Archaeology; Linguistics","score_opus":0.3835227137089792,"score_gpt":0.5099418894539902,"score_spread":0.126419175745011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408133000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983122,0.0005657267,0.000010057576,0.0001484745,0.00006046708,0.0002253122,0.0000056238705,0.0000066395046,0.015855705],"genre_scores_gemma":[0.99905604,0.000117523916,0.000015474927,0.000071788665,0.000023413653,0.00025502135,4.0352595e-7,0.0000031000613,0.00045721012],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99899656,0.00027027677,0.00015701322,0.000111447516,0.0002006947,0.000263997],"domain_scores_gemma":[0.99951303,0.00015877583,0.00005654985,0.00011170987,0.000087997294,0.00007194927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012162795,0.00006757379,0.0001403735,0.00008243978,0.00038058974,0.00006281822,0.00015051792,0.000026355594,0.00017216342],"category_scores_gemma":[0.00014171563,0.000045809284,0.00001498235,0.00009135301,0.00078943925,0.00033323787,0.000032055887,0.000051321156,1.394375e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024486286,0.000019130202,0.0012968725,0.000025859299,0.000011941082,0.0000012891627,0.9795042,9.348812e-7,0.00010645717,0.016593425,0.000014140055,0.0024012097],"study_design_scores_gemma":[0.00012236794,0.00010083092,0.005016228,0.00007749412,0.0000033978433,6.000298e-8,0.95275366,0.000016932676,0.0032057574,0.0005387234,0.03810087,0.00006367623],"about_ca_topic_score_codex":0.21868926,"about_ca_topic_score_gemma":0.9177493,"teacher_disagreement_score":0.69906,"about_ca_system_score_codex":0.00032134203,"about_ca_system_score_gemma":0.00044472085,"threshold_uncertainty_score":0.78651357},"labels":[],"label_agreement":null},{"id":"W4408500278","doi":"10.1016/j.jth.2025.101994","title":"A guided photovoice approach to explore experts with disabilities’ lived experiences of accessibility and usability while engaging in active transportation in a rural Canadian community","year":2025,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; St. Francis Xavier University","funders":"Philadelphia Water Department; Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Usability; Lived experience; Sociology; Psychology; Computer science; Human–computer interaction; Economic growth","score_opus":0.5370687420675011,"score_gpt":0.580737694442106,"score_spread":0.043668952374604886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408500278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973376,0.0001040068,0.0003937246,0.00065307226,0.000055170673,0.00078948855,0.0000099127265,0.000006169061,0.0006508545],"genre_scores_gemma":[0.9976687,0.000050313774,0.0019878312,0.00016353442,0.00001283191,0.00010186894,0.0000028424352,0.0000061494443,0.0000059192835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99466646,0.0030619176,0.0009932864,0.00019503504,0.00055013946,0.00053317077],"domain_scores_gemma":[0.99795485,0.00076143723,0.00024220393,0.00020783125,0.00024798885,0.00058569736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010614276,0.00013739565,0.000599466,0.0004172554,0.00036364424,0.000021149353,0.00038028372,0.000079325095,0.000021509017],"category_scores_gemma":[0.00085389504,0.00011835727,0.00006210535,0.0010425218,0.00061527774,0.00058418297,0.0000066660727,0.0006070649,3.4248195e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003067114,0.00028023086,0.41937166,0.00013602772,0.000007097281,0.0000021520393,0.5784031,0.00004926159,0.000055403234,0.000040054994,0.000003658354,0.0013446562],"study_design_scores_gemma":[0.00037186418,0.00013744496,0.47987074,0.00022779679,0.0000036579263,3.2104015e-7,0.5189213,0.000023772656,0.00020366779,0.00015224225,0.00003231675,0.000054877648],"about_ca_topic_score_codex":0.53618,"about_ca_topic_score_gemma":0.79364216,"teacher_disagreement_score":0.25746217,"about_ca_system_score_codex":0.0011049614,"about_ca_system_score_gemma":0.0044302912,"threshold_uncertainty_score":0.78591466},"labels":[],"label_agreement":null},{"id":"W4408537283","doi":"10.1177/17579759251317517","title":"Visual storytelling as democratizing knowledge: relational concepts of transdisciplinary health impact through film","year":2025,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University; York University","funders":"Canadian Institutes of Health Research; Mitacs","keywords":"Praxis; Sociology; Public relations; Storytelling; Participatory action research; Context (archaeology); Transdisciplinarity; Social media; Knowledge translation; Knowledge transfer; Citizen journalism; Engineering ethics; Knowledge management; Political science; Narrative; Social science; Engineering","score_opus":0.4293069295081516,"score_gpt":0.7115063714627727,"score_spread":0.28219944195462116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408537283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8122265,0.006797743,0.12856868,0.01253133,0.0012469632,0.0024615326,0.00009808695,0.00022882038,0.03584036],"genre_scores_gemma":[0.99434733,0.0003053117,0.0045073945,0.00022166203,0.00016377655,0.000038557526,0.000026925789,0.000008885775,0.00038013642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9928199,0.0044279327,0.00073189236,0.0003820935,0.0007679949,0.00087016495],"domain_scores_gemma":[0.9984167,0.00040457115,0.0003226289,0.00016233334,0.00030031538,0.00039341376],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0076584304,0.0001635413,0.00041296956,0.00009650389,0.0013892509,0.0000323196,0.00023037856,0.0001620521,0.00018569494],"category_scores_gemma":[0.00086280867,0.00016608844,0.00013694204,0.0012488803,0.00044549804,0.00044308012,0.00006097146,0.00030548804,0.000041947253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052090886,0.0031666008,0.027325135,0.0017971775,0.00018335789,0.0000070265173,0.19576772,0.0015400243,0.00018539776,0.49013674,0.009955701,0.26941422],"study_design_scores_gemma":[0.0063860416,0.015781753,0.4088536,0.0063922005,0.00010092629,0.000014601618,0.066472754,0.034371637,0.0009538679,0.41260833,0.046491466,0.0015728553],"about_ca_topic_score_codex":0.0026309483,"about_ca_topic_score_gemma":0.001450702,"teacher_disagreement_score":0.38152844,"about_ca_system_score_codex":0.0029539438,"about_ca_system_score_gemma":0.011313363,"threshold_uncertainty_score":0.99991083},"labels":[],"label_agreement":null},{"id":"W4408613689","doi":"10.5206/ijoh.2023.3.19790","title":"Formerly Homeless Residents of San Diego’s SROs Use Photovoice to Describe Their Living Experiences","year":2025,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Gerontology; Sociology; Geography; Medicine; Visual arts; Art","score_opus":0.3219667076345328,"score_gpt":0.5624798193686561,"score_spread":0.24051311173412332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408613689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903333,0.00010707748,0.0037944037,0.00031481418,0.0022669039,0.00024357683,0.00001796845,0.00003291534,0.0028890367],"genre_scores_gemma":[0.9977027,0.00012259057,0.00050015753,0.0003060188,0.00029582687,0.000079550315,9.022382e-7,0.000015658612,0.0009765764],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99566495,0.0010667266,0.0006089879,0.0003042095,0.0017927724,0.00056235504],"domain_scores_gemma":[0.99577236,0.0021674354,0.00028116524,0.00021186881,0.0012026529,0.0003644987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032196883,0.00018854516,0.00040682888,0.00076998543,0.0004918427,0.000669767,0.0016681189,0.00010478988,0.00044021674],"category_scores_gemma":[0.005580016,0.00016206327,0.00016612715,0.00075608544,0.00031909358,0.0010067709,0.0002350719,0.00037939235,0.000020202022],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015377804,0.0014535296,0.21693456,0.00006885242,0.00072014803,0.0002257008,0.48118395,0.000353287,0.022542292,0.038356405,0.0022009916,0.23442249],"study_design_scores_gemma":[0.0012288177,0.00052108645,0.55296814,0.0030268903,0.000035690653,0.000008879813,0.34104332,0.0002237444,0.07305019,0.0049792165,0.022180598,0.0007333862],"about_ca_topic_score_codex":0.001608101,"about_ca_topic_score_gemma":0.0033373805,"teacher_disagreement_score":0.33603358,"about_ca_system_score_codex":0.00055025815,"about_ca_system_score_gemma":0.0006795735,"threshold_uncertainty_score":0.66802037},"labels":[],"label_agreement":null},{"id":"W4408632992","doi":"10.17504/protocols.io.rm7vzj8e4lx1/v1","title":"A Method for Creative Reflexive Data in Autoethnography v1","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Autoethnography; Reflexivity; Computer science; Psychology; Sociology; Social science","score_opus":0.8605478999307378,"score_gpt":0.7660316737078011,"score_spread":0.09451622622293665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408632992","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042010774,0.002382834,0.42953497,0.009000825,0.0017416258,0.0062495456,0.001815485,0.000733298,0.5443403],"genre_scores_gemma":[0.008963899,0.00022590555,0.97565013,0.00026089075,0.00062174746,0.0015500635,0.00015064942,0.00006305469,0.012513659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9920703,0.004464575,0.00046225757,0.0012968899,0.00085570227,0.00085028296],"domain_scores_gemma":[0.9944559,0.0036830297,0.000117295356,0.0012141146,0.00021668882,0.00031297206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027449079,0.00025848846,0.0005519933,0.0006204775,0.00021372705,0.00030497945,0.0020788615,0.0005180247,0.00040679076],"category_scores_gemma":[0.0083142435,0.0002341786,0.00020108123,0.000952885,0.0005593964,0.00015936153,0.0045928475,0.0012889586,0.000060541122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031421985,0.00039980366,0.00082442357,0.0011470431,0.00073870254,0.00007047847,0.11887481,0.000094372204,0.00028218896,0.5776106,0.043260597,0.25638276],"study_design_scores_gemma":[0.0002478057,0.00008642923,0.0004964848,0.00037436993,0.000112307556,1.2012202e-7,0.012608769,0.026203986,0.00036095138,0.68125695,0.27776343,0.0004883836],"about_ca_topic_score_codex":0.021737013,"about_ca_topic_score_gemma":0.019671595,"teacher_disagreement_score":0.54611516,"about_ca_system_score_codex":0.00034140973,"about_ca_system_score_gemma":0.0024901596,"threshold_uncertainty_score":0.99821687},"labels":[],"label_agreement":null},{"id":"W4408652124","doi":"10.4324/9781003613275-10","title":"Photos from home: integrating lived experience in a remote-learning environment","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lived experience; Geography; Visual arts; Human–computer interaction; Psychology; Computer science; Art; Psychoanalysis","score_opus":0.49532125229593343,"score_gpt":0.569515216641991,"score_spread":0.07419396434605757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408652124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008828121,0.0003684907,0.0031501746,0.00012132773,0.00015950605,0.0005456975,0.0000057514444,0.000097074924,0.98672384],"genre_scores_gemma":[0.051695116,0.0010602252,0.015212941,0.00015219426,0.00017957055,0.000051486673,0.000010499232,0.000037009784,0.9316009],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996545,0.0008346862,0.00045548452,0.0006434218,0.0009530942,0.00056828774],"domain_scores_gemma":[0.9976609,0.0015812787,0.0001593459,0.000314848,0.000040391933,0.00024325457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021609468,0.00027378686,0.0004529358,0.0002345855,0.00033594746,0.000117655734,0.0005575572,0.00040843885,0.010733366],"category_scores_gemma":[0.0024326332,0.00027014528,0.00012069705,0.000085065156,0.0005542023,0.00013091395,0.00032033128,0.0011472341,0.00023957693],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015355794,0.00011152347,0.003012633,0.000060424947,0.00014536502,0.0003099109,0.2592415,0.000038717822,0.0045235916,0.18652973,0.0008132168,0.54505986],"study_design_scores_gemma":[0.00042115652,0.00011432137,0.00049422984,0.0011589988,0.000027415574,1.54713e-7,0.030616581,0.0029283084,0.0009080099,0.02573388,0.93671864,0.00087828224],"about_ca_topic_score_codex":0.013322553,"about_ca_topic_score_gemma":0.0029861296,"teacher_disagreement_score":0.93590546,"about_ca_system_score_codex":0.00076227164,"about_ca_system_score_gemma":0.00047756906,"threshold_uncertainty_score":0.9999751},"labels":[],"label_agreement":null},{"id":"W4408776790","doi":"10.32920/28646735.v1","title":"Picturing the ambiguity of homestay: a photovoice exploration of Ukrainian refugee women’s experiences with their Canadian hosts in Toronto","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Refugee; Ukrainian; Ambiguity; Gender studies; Geography; Sociology; Political science; Visual arts; Art; Computer science; Archaeology","score_opus":0.3753524333063219,"score_gpt":0.5626774483616345,"score_spread":0.18732501505531257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408776790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654638,0.00018650976,0.000120134595,0.000414833,0.00018349654,0.00087953726,0.000035158675,0.000023336435,0.032693185],"genre_scores_gemma":[0.99707055,0.00013650718,0.00042335337,0.00006644239,0.00004709977,0.0016915783,0.000002242483,0.000008538799,0.00055371074],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958164,0.0019083482,0.00045779956,0.00040187407,0.0007406738,0.0006748788],"domain_scores_gemma":[0.9980526,0.00056489743,0.00024383735,0.00056673726,0.00026502524,0.0003068957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058663487,0.00020317784,0.00045956502,0.00019097651,0.00023614871,0.00007389203,0.00096663303,0.00021359704,0.00044218448],"category_scores_gemma":[0.0012235731,0.00013473544,0.00006458444,0.00042260287,0.00079698977,0.000392787,0.000286747,0.00036169565,4.816187e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005636098,0.00004864617,0.0017340861,0.00009504186,0.000035489393,0.0000028407608,0.99242085,0.000054393564,0.000075878,0.0011785236,0.0000133514595,0.0042845374],"study_design_scores_gemma":[0.00018015597,0.00012631099,0.0065109213,0.00032289224,0.000007237194,7.247776e-8,0.9775342,0.00018650162,0.0071630822,0.0006494122,0.0070944848,0.00022477817],"about_ca_topic_score_codex":0.89308125,"about_ca_topic_score_gemma":0.9871243,"teacher_disagreement_score":0.09404305,"about_ca_system_score_codex":0.002629844,"about_ca_system_score_gemma":0.00564023,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W4408777626","doi":"10.32920/28646735","title":"Picturing the ambiguity of homestay: a photovoice exploration of Ukrainian refugee women’s experiences with their Canadian hosts in Toronto","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Photovoice; Ukrainian; Ambiguity; Gender studies; Political science; Sociology; Art; Visual arts; Computer science; Law; Linguistics","score_opus":0.3753524333063219,"score_gpt":0.5626774483616345,"score_spread":0.18732501505531257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408777626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654638,0.00018650976,0.000120134595,0.000414833,0.00018349654,0.00087953726,0.000035158675,0.000023336435,0.032693185],"genre_scores_gemma":[0.99707055,0.00013650718,0.00042335337,0.00006644239,0.00004709977,0.0016915783,0.000002242483,0.000008538799,0.00055371074],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958164,0.0019083482,0.00045779956,0.00040187407,0.0007406738,0.0006748788],"domain_scores_gemma":[0.9980526,0.00056489743,0.00024383735,0.00056673726,0.00026502524,0.0003068957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058663487,0.00020317784,0.00045956502,0.00019097651,0.00023614871,0.00007389203,0.00096663303,0.00021359704,0.00044218448],"category_scores_gemma":[0.0012235731,0.00013473544,0.00006458444,0.00042260287,0.00079698977,0.000392787,0.000286747,0.00036169565,4.816187e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005636098,0.00004864617,0.0017340861,0.00009504186,0.000035489393,0.0000028407608,0.99242085,0.000054393564,0.000075878,0.0011785236,0.0000133514595,0.0042845374],"study_design_scores_gemma":[0.00018015597,0.00012631099,0.0065109213,0.00032289224,0.000007237194,7.247776e-8,0.9775342,0.00018650162,0.0071630822,0.0006494122,0.0070944848,0.00022477817],"about_ca_topic_score_codex":0.89308125,"about_ca_topic_score_gemma":0.9871243,"teacher_disagreement_score":0.09404305,"about_ca_system_score_codex":0.002629844,"about_ca_system_score_gemma":0.00564023,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W4408799208","doi":"10.7202/1116926ar","title":"Renouveler la recherche qualitative par les méthodes sensibles et les médias du co-design pendant la Covid-19","year":2024,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Chemistry; Biology; Medicine; Virology","score_opus":0.9188493148452772,"score_gpt":0.7264995239201002,"score_spread":0.192349790925177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408799208","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20384176,0.12687762,0.2697558,0.16741806,0.002034216,0.003043837,0.0008721993,0.0017553122,0.22440118],"genre_scores_gemma":[0.82694393,0.025029272,0.13259286,0.00044401854,0.0013622093,0.00018376949,0.000008826684,0.00013208335,0.013303018],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8123696,0.18082291,0.00086945074,0.0018657135,0.0024039655,0.0016683517],"domain_scores_gemma":[0.809702,0.18793517,0.00038506588,0.000385817,0.00053927826,0.0010526795],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.16340898,0.0008633435,0.0010723197,0.00075331336,0.005405937,0.0018650779,0.0016348538,0.0015896922,0.0015443206],"category_scores_gemma":[0.08822703,0.0007993224,0.0006137876,0.003865658,0.04578063,0.0014692794,0.00042492335,0.002645465,0.00021552364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000041389718,0.00029715916,0.00018814953,0.00016891335,0.00018367419,0.0001233397,0.49911577,0.00015649795,0.0022942277,0.48290694,0.009759563,0.0047643874],"study_design_scores_gemma":[0.00031805786,0.00039417765,0.00036048837,0.0003628447,0.00012088509,0.000028189444,0.77612394,0.0009448168,0.0010094265,0.1141689,0.10531253,0.00085572037],"about_ca_topic_score_codex":0.015048482,"about_ca_topic_score_gemma":0.002329386,"teacher_disagreement_score":0.6231022,"about_ca_system_score_codex":0.0044832467,"about_ca_system_score_gemma":0.02523325,"threshold_uncertainty_score":0.99970645},"labels":[],"label_agreement":null},{"id":"W4408876236","doi":"10.1177/16094069251330143","title":"Enacting the Principles of Participatory Action Research (PAR): Reflections From the Initial Stages of a Project With Older Adults With Vision Loss","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Western University","funders":"","keywords":"Action (physics); Participatory action research; Citizen journalism; Action research; Engineering ethics; Sociology; Psychology; Political science; Engineering; Pedagogy; Anthropology; Law","score_opus":0.961878669707644,"score_gpt":0.8292496149946722,"score_spread":0.13262905471297182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408876236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86804473,0.00023616814,0.124333054,0.0042336658,0.0003437949,0.00047864768,0.000027930782,0.00000826987,0.0022937227],"genre_scores_gemma":[0.92385167,0.00007547226,0.07557341,0.00005094138,0.00022869224,0.000051495306,0.0000010712192,0.000010493275,0.00015676663],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9552701,0.041107558,0.0008107452,0.00020501715,0.0022933956,0.0003131796],"domain_scores_gemma":[0.963476,0.030876538,0.00090029946,0.00020446473,0.0044709896,0.00007167728],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05544286,0.000117282565,0.0003043037,0.00038526615,0.00049223145,0.00008999091,0.0008286563,0.00006885284,0.000049645445],"category_scores_gemma":[0.019078061,0.000060261835,0.00011040946,0.0010288436,0.0024908502,0.00044696356,0.00012811067,0.000771763,5.311308e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069820997,0.0006340154,0.012056986,0.00006304241,0.0015371736,0.000021120508,0.8639143,0.00018194033,0.012493032,0.043967668,0.00022256418,0.057926066],"study_design_scores_gemma":[0.0019271382,0.0015388875,0.048435647,0.0022871955,0.00013752923,0.0000062196405,0.79765713,0.00019957076,0.12577416,0.009037563,0.01283199,0.00016696399],"about_ca_topic_score_codex":0.003719936,"about_ca_topic_score_gemma":0.002615872,"teacher_disagreement_score":0.11328113,"about_ca_system_score_codex":0.00028757326,"about_ca_system_score_gemma":0.0020829774,"threshold_uncertainty_score":0.9891847},"labels":[],"label_agreement":null},{"id":"W4408876660","doi":"10.1177/16094069251328147","title":"Adapting Participatory Visual Methods to Online and Hybrid Settings: A Scoping Review and Thematic Analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Community Based Research; Trillium Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; Citizen journalism; Thematic map; Computer science; Data science; Visual methods; Human–computer interaction; Psychology; Sociology; World Wide Web; Cognitive science; Qualitative research; Geography; Social science; Cartography","score_opus":0.9329969049234315,"score_gpt":0.8427818154096722,"score_spread":0.09021508951375923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408876660","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023341134,0.69627196,0.30170736,0.00074505433,0.00025927462,0.00077648635,0.00004362249,0.000013828247,0.0001590645],"genre_scores_gemma":[0.0000020637056,0.5614658,0.43770388,0.00045483475,0.0001646803,0.000067449255,0.0000042760194,0.00001811098,0.00011891274],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9040556,0.090642214,0.0028068693,0.0005620069,0.0013750296,0.0005582729],"domain_scores_gemma":[0.9452048,0.049752064,0.0024117788,0.00022551713,0.0017656616,0.00064018316],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12939858,0.00045453696,0.0039476426,0.0018728778,0.00027162954,0.00024346092,0.00093639287,0.00015423294,0.00012705625],"category_scores_gemma":[0.12509327,0.00037006842,0.0008372293,0.0018222395,0.0005678829,0.00037257874,0.0005178218,0.00087469054,0.000002404979],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014634962,0.00008257507,0.0000035631854,0.021516332,0.003152482,0.00002505833,0.01684397,0.000001526325,0.000004105473,0.000925208,0.000081681086,0.9573489],"study_design_scores_gemma":[0.0004365287,0.00037690636,0.000011841328,0.6533983,0.022389432,0.00005332769,0.022797156,0.00018798797,0.00003685803,0.004376079,0.29487285,0.0010627445],"about_ca_topic_score_codex":0.000065666994,"about_ca_topic_score_gemma":0.000044302837,"teacher_disagreement_score":0.95628613,"about_ca_system_score_codex":0.00045155056,"about_ca_system_score_gemma":0.0020182075,"threshold_uncertainty_score":0.9998751},"labels":[],"label_agreement":null},{"id":"W4408953863","doi":"10.1007/978-3-031-83541-4_5","title":"Engaging with and Learning from Virtual Others: Coping with COVID-19 Through Art and Social Networks","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workers Compensation Board of Alberta; Concordia University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coping (psychology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Sociology; Virology; Biology; Medicine; Psychotherapist; Infectious disease (medical specialty)","score_opus":0.4201863837602139,"score_gpt":0.5437479217559481,"score_spread":0.12356153799573422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408953863","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009680258,0.00066051196,0.22405592,0.0020584194,0.00007455802,0.0005556793,0.000009255816,0.00021549167,0.7714021],"genre_scores_gemma":[0.032486547,0.0010704922,0.013292422,0.00705788,0.0012639754,0.00006567708,0.000038477716,0.00013716609,0.94458735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971278,0.000947345,0.00019952524,0.0005806731,0.00063871837,0.0005059604],"domain_scores_gemma":[0.9966989,0.002675569,0.00014993892,0.000118910444,0.00008166637,0.00027498617],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022448518,0.00028703368,0.00046859088,0.00008392455,0.0019149918,0.00031520432,0.00016881102,0.00032977626,0.00058476266],"category_scores_gemma":[0.00054974866,0.00023509368,0.00003628837,0.00007633334,0.0016014493,0.00025215303,0.00015051961,0.0011944004,0.0000062031186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005370026,0.0000207102,0.0043138415,0.00011320666,0.000678793,0.00009117247,0.11061456,0.00036321415,0.000009987126,0.85338384,0.0077178036,0.022155844],"study_design_scores_gemma":[0.00083134795,0.00024433483,0.00006672176,0.00028868014,0.00011535586,0.0000010407097,0.015504302,0.0005831482,0.0000028874654,0.0045404793,0.97728854,0.00053313765],"about_ca_topic_score_codex":0.0022163345,"about_ca_topic_score_gemma":0.0045201993,"teacher_disagreement_score":0.96957076,"about_ca_system_score_codex":0.00021871198,"about_ca_system_score_gemma":0.0009992822,"threshold_uncertainty_score":0.9993844},"labels":[],"label_agreement":null},{"id":"W4409087943","doi":"10.3389/fsoc.2025.1553566","title":"Are we really surmounting the binary? Visualizing race and ethnicity group relations via embedded relational diagrams","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Ethnic group; Race (biology); Social relation; Gender studies; Social group; Epistemology; Social psychology; Social science; Psychology; Anthropology","score_opus":0.2966331546475811,"score_gpt":0.554023739534886,"score_spread":0.25739058488730493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409087943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84328985,0.00463464,0.12648413,0.01778656,0.001296332,0.00059226603,0.0000055042706,0.000098315366,0.0058123977],"genre_scores_gemma":[0.9853717,0.0006357928,0.011623351,0.00047468478,0.00014178111,0.00010411336,0.0000063002553,0.000012109024,0.0016301298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99341506,0.0051067085,0.0003323703,0.00033243824,0.00027523242,0.0005382007],"domain_scores_gemma":[0.9966311,0.0028121665,0.00019802875,0.00017737377,0.00009565987,0.00008568057],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0075475643,0.00011742867,0.0002872107,0.0001679329,0.0012120818,0.00003267532,0.00023492295,0.00034217467,0.000034444136],"category_scores_gemma":[0.0059644575,0.00010327554,0.00006375637,0.0005672722,0.0027574145,0.00020797379,0.0001550422,0.00068448443,0.0000057580514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004718529,0.000059559014,0.81645554,0.000013375121,0.0000614589,0.00000962412,0.049752407,0.00009115767,0.00020379043,0.115488596,0.012940079,0.0048772483],"study_design_scores_gemma":[0.00053124124,0.000039565297,0.72283155,0.000069843896,0.00003290098,5.2531334e-7,0.05580746,0.008233733,0.000010228426,0.17198224,0.0402502,0.00021047267],"about_ca_topic_score_codex":0.0004059858,"about_ca_topic_score_gemma":0.0008971285,"teacher_disagreement_score":0.14208189,"about_ca_system_score_codex":0.00036019762,"about_ca_system_score_gemma":0.00022698035,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W4409337369","doi":"10.5334/ijic.icic24577","title":"The Participatory Research to Action (PR2A) Framework: applications and opportunities for authentic engagement of experts-by-experience from inception to uptake","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Action research; Knowledge management; Sociology; Public relations; Engineering ethics; Political science; Computer science; Engineering; World Wide Web; Pedagogy","score_opus":0.7238699235172097,"score_gpt":0.671116695266788,"score_spread":0.052753228250421724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409337369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.869557,0.0008037582,0.12027861,0.0072163003,0.00071848487,0.0006561757,0.00009266425,0.000011673904,0.0006653256],"genre_scores_gemma":[0.99591124,0.00040188638,0.0022992038,0.00026597592,0.00015932143,0.0004619838,0.000005552011,0.0000066900866,0.0004881412],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972225,0.00091656216,0.00044299776,0.0001517753,0.0010173295,0.0002488635],"domain_scores_gemma":[0.9940386,0.0018363195,0.00014409306,0.00013698623,0.0036450545,0.00019897723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003739059,0.00007681624,0.00013504461,0.00030045016,0.00050015666,0.00018964629,0.0006583119,0.00007365869,0.00007765928],"category_scores_gemma":[0.0056602973,0.000059362203,0.000060576593,0.00031171067,0.000301296,0.000176599,0.00010388769,0.000279112,0.0000018690068],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006437023,0.0001509504,0.002441547,0.000019615018,0.00024102011,0.0000039598576,0.15071867,0.0000487391,0.029921725,0.044762686,0.012877301,0.75817007],"study_design_scores_gemma":[0.00015747387,0.00015157332,0.0014170078,0.00021564278,0.0000146545735,2.0421778e-7,0.44774935,0.000066613204,0.017910654,0.0049576936,0.5272993,0.000059870195],"about_ca_topic_score_codex":0.0005806768,"about_ca_topic_score_gemma":0.00045876362,"teacher_disagreement_score":0.7581102,"about_ca_system_score_codex":0.0008958094,"about_ca_system_score_gemma":0.00097049965,"threshold_uncertainty_score":0.6776314},"labels":[],"label_agreement":null},{"id":"W4409981495","doi":"10.1177/16094069251337582","title":"Navigating Challenges in Using Interpretative Phenomenological Approach with Photovoice: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Photovoice; Interpretative phenomenological analysis; Psychology; Epistemology; Sociology; Engineering ethics; Qualitative research; Social science; Philosophy; Engineering; Art; Visual arts","score_opus":0.9717364526006075,"score_gpt":0.8307547136364369,"score_spread":0.14098173896417054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409981495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023644563,0.9100304,0.084539,0.00019839671,0.00031877987,0.0016798954,0.00002303058,0.000013544712,0.0031945703],"genre_scores_gemma":[0.000004073651,0.74348027,0.25602934,0.000076478645,0.000115380004,0.00021968869,0.0000034778104,0.00002358567,0.000047709367],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.8835614,0.11095571,0.0026945386,0.00045844694,0.0018408399,0.0004891224],"domain_scores_gemma":[0.96546483,0.028589208,0.0035889782,0.00025443942,0.0018779947,0.00022455516],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.089310534,0.0004756679,0.004435366,0.0005663959,0.0001260122,0.00012267077,0.0018936414,0.00026877353,0.000042581727],"category_scores_gemma":[0.06069458,0.00031592642,0.00069333747,0.0011163679,0.0007488775,0.00043893405,0.00023531221,0.0021044621,0.0000031840107],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004525417,0.0002829786,3.327222e-7,0.4825405,0.0016963672,0.00011541081,0.1402536,0.000003634713,8.931627e-7,0.010503358,0.000004734468,0.36455294],"study_design_scores_gemma":[0.00025262096,0.00017313282,1.1119928e-7,0.9085661,0.0011411418,0.00006307198,0.07288509,0.00005058456,0.0000011213958,0.0022223375,0.014305364,0.00033933276],"about_ca_topic_score_codex":0.00007375328,"about_ca_topic_score_gemma":0.00001758532,"teacher_disagreement_score":0.4260256,"about_ca_system_score_codex":0.0018512213,"about_ca_system_score_gemma":0.0023448702,"threshold_uncertainty_score":0.9999293},"labels":[],"label_agreement":null},{"id":"W4410049380","doi":"10.33137/ijournal.v10i2.45407","title":"Generating Archives of Community Care with Artists’ Tarot Decks","year":2025,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visual arts; Art; Art history; Sociology","score_opus":0.24608157595873573,"score_gpt":0.5695942689404359,"score_spread":0.32351269298170016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410049380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846717,0.00016253376,0.009284143,0.0011175738,0.00015061021,0.0001982394,0.0000065510712,0.0000031094373,0.004405512],"genre_scores_gemma":[0.9973523,0.000065783584,0.0023601353,0.00011119156,0.000045225064,0.0000019824479,7.9828897e-7,0.0000022531062,0.00006034112],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958631,0.0019752334,0.00074423186,0.000020848134,0.0012060677,0.00019055823],"domain_scores_gemma":[0.9973089,0.0005043795,0.0012526418,0.00017098605,0.00068933185,0.00007373433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053121457,0.000081739934,0.00022473416,0.00012957212,0.0011163665,0.00010889281,0.0011863214,0.000033531556,0.000011181019],"category_scores_gemma":[0.0011532565,0.000040707015,0.00015319415,0.00034195237,0.0005487133,0.0006339256,0.00016921706,0.00066009985,8.2516164e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006597443,0.0002184603,0.05713954,0.00019409963,0.00057195814,0.0000012265086,0.812929,0.021791669,0.0049902187,0.0033187186,0.0008881838,0.097297184],"study_design_scores_gemma":[0.0021465293,0.0005343034,0.30491635,0.0018898001,0.00021869525,0.000023464909,0.65522134,0.0005578253,0.024157546,0.0021334065,0.008032731,0.00016799875],"about_ca_topic_score_codex":0.000372158,"about_ca_topic_score_gemma":0.00034717942,"teacher_disagreement_score":0.24777682,"about_ca_system_score_codex":0.00013015572,"about_ca_system_score_gemma":0.0004891452,"threshold_uncertainty_score":0.8586301},"labels":[],"label_agreement":null},{"id":"W4410152616","doi":"10.24908/cmj.v22i3.17885","title":"From the Editor","year":2025,"lang":"en","type":"article","venue":"Canadian Military Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.29301367321242894,"score_gpt":0.5769063580245914,"score_spread":0.2838926848121625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410152616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5852696,0.019013017,0.0010717936,0.19264,0.037023213,0.00056356646,0.0001623885,0.00005745142,0.16419902],"genre_scores_gemma":[0.93333256,0.00057067466,0.0017824799,0.01065243,0.042857453,0.000020321988,0.0000038663516,0.000016337126,0.010763887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748504,0.0013707536,0.00014757943,0.00010815313,0.00033893663,0.0005495394],"domain_scores_gemma":[0.9979899,0.0008048699,0.000015414926,0.00017366772,0.00013667987,0.00087945396],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035301296,0.000058607635,0.00008427685,0.00010537168,0.0017368987,0.00007603443,0.0006138696,0.00007032328,0.0015752553],"category_scores_gemma":[0.004148442,0.00004433002,0.00006659529,0.00033178864,0.00040850422,0.00015747373,0.000021046777,0.00046220547,0.000093614035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061394717,0.000005166148,0.0096967295,7.0085827e-7,0.000031678006,0.00003738353,0.0069423383,0.00000426304,0.00003353561,0.0027693608,0.9665962,0.0138765285],"study_design_scores_gemma":[0.00007712955,0.000007791157,0.020939963,0.00002024833,0.000008373895,5.364968e-7,0.008046919,0.00003332248,0.000010484955,0.013847063,0.9569612,0.000046967103],"about_ca_topic_score_codex":0.6444848,"about_ca_topic_score_gemma":0.85434324,"teacher_disagreement_score":0.348063,"about_ca_system_score_codex":0.000658701,"about_ca_system_score_gemma":0.006489433,"threshold_uncertainty_score":0.9995627},"labels":[],"label_agreement":null},{"id":"W4410313847","doi":"10.32920/ifmj.v5i1-2.2343","title":"Addressing ‘Us’ and ‘Them’","year":2025,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.6495111535166436,"score_gpt":0.6695833465657923,"score_spread":0.020072193049148757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410313847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93809766,0.00060151675,0.0008724666,0.0016488492,0.00081843894,0.00007175016,0.0000028011943,0.000012491265,0.057874054],"genre_scores_gemma":[0.9967136,0.0005805927,0.0009074907,0.0003005114,0.00029148057,0.00000516218,1.9407288e-7,0.000003817259,0.0011971479],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985518,0.0007029264,0.00013048034,0.00011044634,0.00023999017,0.00026434814],"domain_scores_gemma":[0.9979959,0.0014880516,0.00005961941,0.00004265003,0.0001389991,0.00027477244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018001052,0.00006233223,0.00012224494,0.00010472911,0.0005172776,0.00023322947,0.000096834556,0.000050292747,0.0003719972],"category_scores_gemma":[0.005920792,0.00005192772,0.000027136457,0.00012272612,0.0003820571,0.0003683223,0.00006145648,0.00040359085,0.0000072050757],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041856343,0.00015818691,0.1257799,0.000039851268,0.0002092278,0.00018368982,0.14037514,9.127751e-7,0.009367318,0.01929577,0.016092632,0.6880788],"study_design_scores_gemma":[0.001757779,0.0001299906,0.25054234,0.0011558764,0.00008790115,0.000093144314,0.0703073,0.00047372354,0.010232191,0.049537376,0.61530364,0.0003787185],"about_ca_topic_score_codex":0.00007349192,"about_ca_topic_score_gemma":0.00012590556,"teacher_disagreement_score":0.6877001,"about_ca_system_score_codex":0.00007083312,"about_ca_system_score_gemma":0.00029556695,"threshold_uncertainty_score":0.7088169},"labels":[],"label_agreement":null},{"id":"W4410313979","doi":"10.32920/ifmj.v4i1-2.2078","title":"Firgrove Forever","year":2024,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Art","score_opus":0.4501722925022275,"score_gpt":0.6475239991952371,"score_spread":0.19735170669300955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410313979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8606891,0.0044003665,0.0057805036,0.0058236313,0.00741019,0.00022658928,0.000022703278,0.0000936652,0.115553275],"genre_scores_gemma":[0.9945248,0.00063813524,0.00062735425,0.0001634193,0.0013241558,0.000008059411,4.7084004e-7,0.000009119118,0.0027045025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985366,0.00052226876,0.00013048718,0.00012131608,0.00037914753,0.00031021668],"domain_scores_gemma":[0.9976792,0.0017591956,0.000029445344,0.00004289123,0.000107094216,0.00038222614],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001996272,0.00006564981,0.00009964364,0.0001218025,0.00025907852,0.00033838104,0.000113920505,0.00004931949,0.0017145303],"category_scores_gemma":[0.0038450756,0.000050894338,0.000060940012,0.0001386803,0.00023499156,0.00064246345,0.0000369056,0.0005086862,0.00010493327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016626873,0.000093469025,0.003175125,0.000037347243,0.00023480767,0.0009399472,0.26677755,0.0000013427807,0.0036859724,0.036840446,0.095576376,0.59247136],"study_design_scores_gemma":[0.00017475204,0.00008651491,0.00498346,0.0002163177,0.000022861377,0.000066955196,0.012811225,0.00051386375,0.0010770782,0.021078544,0.9588422,0.0001262268],"about_ca_topic_score_codex":0.000061543935,"about_ca_topic_score_gemma":0.00014300321,"teacher_disagreement_score":0.8632658,"about_ca_system_score_codex":0.000121870704,"about_ca_system_score_gemma":0.00035402933,"threshold_uncertainty_score":0.999198},"labels":[],"label_agreement":null},{"id":"W4410543065","doi":"10.1177/17470161251335709","title":"Picturing informed consent: Exploring participatory visual methods to enhance meaningful consent conversations with young people","year":2025,"lang":"en","type":"article","venue":"Research Ethics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Toronto Metropolitan University; McGill University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Informed consent; Citizen journalism; Visual research; Psychology; Visual methods; Participatory action research; Sociology; Medicine; Computer science; Visual arts; Alternative medicine; World Wide Web; Cognitive science; Art; Anthropology","score_opus":0.8577231489267905,"score_gpt":0.7451852201053167,"score_spread":0.11253792882147373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410543065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77496964,0.00023873376,0.15321858,0.025436904,0.00079734693,0.0023840286,0.000010543093,0.00037999038,0.042564243],"genre_scores_gemma":[0.9687138,0.00056740874,0.024248526,0.00043725444,0.00016061762,0.0012906597,0.0000025891657,0.000034821653,0.00454429],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9780509,0.015307602,0.0005879585,0.0007010289,0.0031986944,0.0021538225],"domain_scores_gemma":[0.94032866,0.05579127,0.000099363366,0.0006099878,0.0020589987,0.0011117357],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.048240628,0.00024374298,0.00042930272,0.00085905864,0.002850743,0.0006024123,0.00077226816,0.00030845084,0.00017872946],"category_scores_gemma":[0.15698247,0.00023740818,0.00008986477,0.0032134259,0.0017820763,0.00080179615,0.0005825554,0.002791796,0.0001372775],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065238564,0.00036417006,0.052333593,0.0009750306,0.00034665753,0.000051950694,0.7247018,0.00036913465,0.01148014,0.19758931,0.0020129448,0.009122834],"study_design_scores_gemma":[0.0017165956,0.0011877335,0.038171545,0.003201183,0.00013896724,0.0000046021228,0.4619136,0.0021038079,0.25038722,0.010367344,0.22920065,0.0016067617],"about_ca_topic_score_codex":0.007252902,"about_ca_topic_score_gemma":0.09761087,"teacher_disagreement_score":0.26278824,"about_ca_system_score_codex":0.0016486576,"about_ca_system_score_gemma":0.019066133,"threshold_uncertainty_score":0.9995088},"labels":[],"label_agreement":null},{"id":"W4411042859","doi":"10.1002/dvr2.70032","title":"Clash of Equity, Diversity, Inclusion (EDI) and Anti‐Woke‐Ism: Reclaiming and Re‐Storying EDI for Thriving Communities","year":2025,"lang":"en","type":"article","venue":"Diversity & Inclusion Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College; Wilfrid Laurier University","funders":"","keywords":"Thriving; Cognitive reframing; Equity (law); Grassroots; Transformative learning; Sociology; Inclusion (mineral); Storytelling; Diversity (politics); Mainstream; Political science; Narrative; Gender studies; Social science; Politics; Anthropology; Law; Psychology; Social psychology","score_opus":0.7569489284589048,"score_gpt":0.6627848977022014,"score_spread":0.09416403075670343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411042859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796557,0.0006991811,0.001358524,0.0029148206,0.00023490305,0.0008731371,0.000034491273,0.000060447583,0.014168813],"genre_scores_gemma":[0.9960481,0.0014942731,0.0013939254,0.00014885068,0.00008154575,0.000010040756,0.00000598851,0.0000104817345,0.00080680806],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99218214,0.003331938,0.00029570164,0.00042255278,0.0026169035,0.0011507744],"domain_scores_gemma":[0.99248993,0.0055906754,0.00012010341,0.00038125517,0.0010602572,0.00035777024],"candidate_categories":["metaresearch","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.032961078,0.00017035725,0.00041772728,0.00090382184,0.052070584,0.0001525014,0.0015499063,0.00027622032,0.00007895653],"category_scores_gemma":[0.004692315,0.00018413718,0.00009762635,0.0009655587,0.002798618,0.0006131804,0.2683443,0.00078357867,0.0000021764617],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005590359,0.00037764644,0.40642694,0.0011590327,0.00011416897,0.000025657971,0.446941,0.000011115583,0.011940235,0.0396926,0.004463316,0.08828927],"study_design_scores_gemma":[0.007974047,0.0015466582,0.120628916,0.0033395619,0.0003711929,0.0000022708123,0.55686307,0.012028696,0.013587735,0.19704786,0.0848473,0.0017627091],"about_ca_topic_score_codex":0.02360571,"about_ca_topic_score_gemma":0.0062930533,"teacher_disagreement_score":0.285798,"about_ca_system_score_codex":0.00059795356,"about_ca_system_score_gemma":0.00049656513,"threshold_uncertainty_score":0.9999152},"labels":[],"label_agreement":null},{"id":"W4411065578","doi":"10.1186/s12939-025-02539-7","title":"Re-drawing the map: a case study of decolonized research methods &amp; methodologies","year":2025,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; Population Health Research Institute; McMaster University","funders":"Ontario HIV Treatment Network","keywords":"Health services research; Social policy; Public health; Journal of Public Health; Sociology; Health policy; Political science; Medicine; Health care reform; Law; Nursing","score_opus":0.9567255269649316,"score_gpt":0.8579723832897673,"score_spread":0.0987531436751643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411065578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81839657,0.001015424,0.11517866,0.054995753,0.004973932,0.0028152824,0.00001580566,0.000038191523,0.002570386],"genre_scores_gemma":[0.8698928,0.00022363359,0.1282014,0.00035635865,0.00028213023,0.00020537537,6.423237e-7,0.000010078363,0.0008276331],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9603746,0.03554626,0.0011451938,0.00028585352,0.0017579875,0.0008901279],"domain_scores_gemma":[0.9635359,0.033798005,0.00034023463,0.00025730344,0.0018768068,0.00019174787],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19103867,0.00009685593,0.00035226942,0.0007820099,0.001406859,0.00025171065,0.0014195465,0.00008759396,0.000064728956],"category_scores_gemma":[0.08115111,0.0000738013,0.000118277625,0.00087250397,0.00046256976,0.00022136164,0.000603948,0.0009827636,0.0000020172017],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017576005,0.0018724065,0.031233052,0.00025975364,0.0006438492,0.00050479977,0.30143142,0.0008220663,0.0006833249,0.07367032,0.008208409,0.578913],"study_design_scores_gemma":[0.0031816685,0.0010935611,0.004415223,0.00044097294,0.000025326977,0.00008520234,0.51823884,0.0009129591,0.00036176722,0.34601715,0.12502529,0.0002020224],"about_ca_topic_score_codex":0.02211541,"about_ca_topic_score_gemma":0.065948054,"teacher_disagreement_score":0.578711,"about_ca_system_score_codex":0.0018712943,"about_ca_system_score_gemma":0.003505656,"threshold_uncertainty_score":0.9998932},"labels":[],"label_agreement":null},{"id":"W4411249572","doi":"10.1177/08861099251348201","title":"Finding Freedom and Connection in Arts-Based Collaborative Autoethnography","year":2025,"lang":"en","type":"article","venue":"Affilia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Autoethnography; The arts; Connection (principal bundle); Sociology; Psychoanalysis; Visual arts; Aesthetics; Psychology; Art; Gender studies; Mathematics; Geometry","score_opus":0.41755198146553607,"score_gpt":0.616882145342686,"score_spread":0.19933016387714997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411249572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96341276,0.00024876618,0.0015145972,0.0016091918,0.00032359856,0.00035332792,0.0000054305688,0.00007062147,0.0324617],"genre_scores_gemma":[0.99716127,0.000021408347,0.0022172243,0.00011667689,0.000029277131,0.000056949815,0.0000010554237,0.0000035737264,0.0003925839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835074,0.0008243543,0.00012752826,0.0001916066,0.00021891491,0.00028688172],"domain_scores_gemma":[0.99879926,0.00089460023,0.000031622596,0.00009418069,0.000093134404,0.000087221466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025434038,0.000064426364,0.00012198792,0.00030424245,0.0003163118,0.000067614434,0.00009595027,0.00008257549,0.00006740857],"category_scores_gemma":[0.002658143,0.00006800488,0.000022658918,0.0017063251,0.00047219536,0.0001358244,0.000026214066,0.00013866855,0.0000066479397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021758123,0.00027830398,0.64879334,0.00006929604,0.00005966118,0.00002643723,0.02729701,0.0004014002,0.009283498,0.27772006,0.006691542,0.029161837],"study_design_scores_gemma":[0.0032732582,0.000359996,0.6537331,0.00040886903,0.000043913748,1.3684513e-7,0.053604018,0.01862562,0.016103791,0.021746902,0.2314472,0.00065321015],"about_ca_topic_score_codex":0.0009993974,"about_ca_topic_score_gemma":0.007491151,"teacher_disagreement_score":0.25597316,"about_ca_system_score_codex":0.00010271728,"about_ca_system_score_gemma":0.00042609544,"threshold_uncertainty_score":0.4180238},"labels":[],"label_agreement":null},{"id":"W4411251891","doi":"10.1080/16078055.2025.2516640","title":"Leisure in a dangerous time: a visual theatre arts-based research project","year":2025,"lang":"en","type":"article","venue":"World Leisure Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Visual arts; The arts; Leisure time; Sociology; Psychology; Art; Medicine; Physical activity","score_opus":0.6353051201492514,"score_gpt":0.6876307413000792,"score_spread":0.05232562115082773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411251891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6838981,0.0024540755,0.0014254794,0.016763099,0.0010030522,0.0021960363,0.0000112869275,0.0002195732,0.2920293],"genre_scores_gemma":[0.9588226,0.000059767674,0.002315239,0.00017787467,0.0009196045,0.00013908166,0.0000022456186,0.000039970346,0.03752362],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9857483,0.0091959555,0.00060978334,0.0004592614,0.0022932389,0.0016934968],"domain_scores_gemma":[0.9958492,0.002667518,0.00012894282,0.00032729935,0.0006176864,0.00040934252],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03287164,0.00022856372,0.0005138907,0.0023824654,0.0015610537,0.00059316267,0.0008821437,0.00020472765,0.00085368386],"category_scores_gemma":[0.003076695,0.00020315555,0.00019528485,0.005640086,0.0008395798,0.00036770734,0.00014829103,0.002702328,0.00014076915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015098172,0.0021683779,0.6216471,0.00014700458,0.00020744406,0.001425246,0.014246393,0.0002512012,0.009627248,0.010397367,0.16771498,0.17065778],"study_design_scores_gemma":[0.0016030977,0.00027120064,0.020649996,0.00063218223,0.000026183508,0.0000074652116,0.0028568443,0.0012339969,0.0010839357,0.0026825927,0.9686085,0.0003439856],"about_ca_topic_score_codex":0.0014536352,"about_ca_topic_score_gemma":0.015051417,"teacher_disagreement_score":0.80089355,"about_ca_system_score_codex":0.0011094074,"about_ca_system_score_gemma":0.0077967094,"threshold_uncertainty_score":0.99973875},"labels":[],"label_agreement":null},{"id":"W4411265372","doi":"10.29173/jjs322s","title":"From Wandering to Illumination","year":2025,"lang":"en","type":"article","venue":"Journal of Jungian Scholarly Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.5250662411196727,"score_gpt":0.6444349496634592,"score_spread":0.11936870854378645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411265372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640282,0.005111096,0.004660861,0.013159016,0.0015652791,0.00014985453,0.0000023163057,0.000019405836,0.011303971],"genre_scores_gemma":[0.98536295,0.0005030812,0.009435028,0.00045055628,0.00059252477,0.0000045310635,7.6418154e-8,0.000005891271,0.0036453486],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771637,0.00078668934,0.00036504216,0.00011533362,0.0007479546,0.00026860906],"domain_scores_gemma":[0.99745154,0.000844803,0.00014338706,0.00010556963,0.0012670017,0.00018772186],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006160107,0.00007658946,0.0002656654,0.00035430986,0.00047243934,0.00030618865,0.00035365194,0.00005422489,0.00002938193],"category_scores_gemma":[0.023982627,0.00006615129,0.000088485576,0.00073313975,0.00017354282,0.0013252489,0.0001265178,0.0003435158,0.000024267163],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041993812,0.00030877715,0.07706324,0.000079324636,0.0021721984,0.000183686,0.4411498,0.000083823994,0.047597103,0.025039716,0.07406583,0.33183658],"study_design_scores_gemma":[0.00103684,0.00034702857,0.16490853,0.00082401355,0.00017579827,0.0000012274419,0.2604347,0.000015192175,0.008963979,0.026158184,0.5368199,0.00031462475],"about_ca_topic_score_codex":0.00015080908,"about_ca_topic_score_gemma":0.00032114077,"teacher_disagreement_score":0.46275407,"about_ca_system_score_codex":0.00041275175,"about_ca_system_score_gemma":0.0003490563,"threshold_uncertainty_score":0.9842388},"labels":[],"label_agreement":null},{"id":"W4411384537","doi":"10.1080/17524032.2025.2507001","title":"Livelihoods and Lifecycles: Dialogs of Sustainability in Film and Video of the Canadian Forest Products Industry","year":2025,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Livelihood; Sustainability; Business; Film industry; Geography; Movie theater; Agriculture; Art","score_opus":0.13648411300070293,"score_gpt":0.48463314015038206,"score_spread":0.3481490271496791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411384537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943635,0.0004821017,0.0000022019246,0.002869178,0.000009688646,0.00039658495,0.0000056729573,0.0000018700964,0.0018692377],"genre_scores_gemma":[0.9995194,0.00017297277,0.00015364814,0.00003341639,0.0000029218204,0.000025168876,0.0000014988548,0.0000021364376,0.000088842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981814,0.0013084669,0.00014585255,0.0000949596,0.00013758497,0.00013174524],"domain_scores_gemma":[0.99921256,0.00031043103,0.00005540977,0.0003481848,0.000014076933,0.000059359998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002002624,0.000040400428,0.000082998806,0.000057304213,0.00023904609,0.000010410095,0.0002504254,0.00009500419,0.000008234782],"category_scores_gemma":[0.0020083745,0.000036566063,0.000009996147,0.00018738047,0.0013840712,0.00009212765,0.00024038921,0.00022825498,1.5606373e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057795305,0.000051951796,0.9848446,0.000025576337,0.000003702583,6.35792e-8,0.006681394,0.000009953733,0.00044508805,0.0041879914,0.000019082849,0.003724796],"study_design_scores_gemma":[0.0000975512,0.000012480482,0.98711103,0.000027690909,0.000004137684,3.653155e-8,0.0055947388,0.000057913952,0.0009689604,0.0045785815,0.0015188218,0.000028079152],"about_ca_topic_score_codex":0.14386483,"about_ca_topic_score_gemma":0.38678303,"teacher_disagreement_score":0.24291821,"about_ca_system_score_codex":0.00035439103,"about_ca_system_score_gemma":0.0003691557,"threshold_uncertainty_score":0.86183625},"labels":[],"label_agreement":null},{"id":"W4411396933","doi":"10.1186/s41182-025-00768-8","title":"Applying photovoice and human-centered design to contextualize an adolescent micronutrient supplementation intervention in Mozambique","year":2025,"lang":"en","type":"article","venue":"Tropical Medicine and Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada","keywords":"Photovoice; Psychological intervention; Thematic analysis; Medicine; Indigenous; Environmental health; Nutrition Education; Malnutrition; Qualitative research; Gerontology; Nursing; Economic growth; Sociology","score_opus":0.6972409907431681,"score_gpt":0.6867454793215751,"score_spread":0.010495511421592996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411396933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84300643,0.0010840977,0.1265241,0.025265802,0.00013717516,0.0036217747,0.0000035761452,0.000042079922,0.00031494914],"genre_scores_gemma":[0.9935329,0.00031879655,0.0016064061,0.004134768,0.00006946766,0.0002471026,0.0000045765187,0.0000043814375,0.00008158718],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972447,0.001579929,0.00036226583,0.0002458807,0.00022489818,0.00034228995],"domain_scores_gemma":[0.99929047,0.00017406547,0.00005236981,0.000081275546,0.00004649059,0.00035534965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025653918,0.00007819809,0.00023315412,0.00018637865,0.00026477015,0.00002624864,0.000078168094,0.0000432264,0.000050079136],"category_scores_gemma":[0.00036303527,0.00007042534,0.000012412826,0.00023596927,0.00017654405,0.00008326776,0.000041470787,0.00015646832,9.541399e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009525296,0.0012514136,0.35872763,0.00097130064,0.00003102495,0.000014784793,0.06449878,0.0000022649147,0.008941614,0.11874825,0.008717609,0.4371428],"study_design_scores_gemma":[0.008131287,0.0036006505,0.8917423,0.0024759707,0.000021038015,7.318491e-7,0.04013049,0.0003301595,0.0012426524,0.005571736,0.04652778,0.00022523702],"about_ca_topic_score_codex":0.012660533,"about_ca_topic_score_gemma":0.013969586,"teacher_disagreement_score":0.53301466,"about_ca_system_score_codex":0.00026635473,"about_ca_system_score_gemma":0.00012517777,"threshold_uncertainty_score":0.99391425},"labels":[],"label_agreement":null},{"id":"W4411546968","doi":"10.1186/s12954-025-01263-3","title":"Harm reduction in photovoice knowledge mobilization with 2S/LGBTQ+ youth who use(d) drugs: A community showcase","year":2025,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"British Columbia Centre on Substance Use; Ontario Centre of Excellence for Child and Youth Mental Health; University of British Columbia; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research; National Institute on Drug Abuse; University of British Columbia; Canadian Nurses Foundation","keywords":"Harm reduction; Health psychology; Photovoice; Harm; Community mobilization; Social policy; Psychology; Public health; Medicine; Political science; Nursing; Social psychology; Economic growth","score_opus":0.48628732142442566,"score_gpt":0.5798252034952368,"score_spread":0.09353788207081115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411546968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98469913,0.00021184639,0.0034046962,0.0007427875,0.0012928366,0.0005575707,0.000007764574,0.00009462177,0.008988749],"genre_scores_gemma":[0.9934703,0.0003638194,0.0010333348,0.00004286569,0.00051627355,0.000059512986,0.000007335588,0.000023692533,0.004482875],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99088144,0.006975743,0.00054294744,0.0002948738,0.0006794331,0.0006255333],"domain_scores_gemma":[0.9978946,0.00032676698,0.00025526818,0.00032840954,0.0008078669,0.00038710196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0087879365,0.00020440402,0.00029978616,0.0007245423,0.0021153484,0.0005258679,0.0003804419,0.00016536177,0.0001931748],"category_scores_gemma":[0.002368663,0.00019502711,0.000094954696,0.0021747192,0.00068655744,0.0016063001,0.00007795273,0.0016274682,0.000018162771],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010078687,0.001647113,0.0021235985,0.00010069684,0.00013739715,0.000020462514,0.9408529,0.0010145488,0.017209213,0.0023639824,0.004537987,0.028984241],"study_design_scores_gemma":[0.0020009996,0.0002912065,0.00460447,0.0007759533,0.0001242514,0.00010487015,0.9490007,0.0008381144,0.01862376,0.0020163131,0.02116973,0.00044963],"about_ca_topic_score_codex":0.0023287032,"about_ca_topic_score_gemma":0.00017464746,"teacher_disagreement_score":0.028534612,"about_ca_system_score_codex":0.001190318,"about_ca_system_score_gemma":0.001508029,"threshold_uncertainty_score":0.9991838},"labels":[],"label_agreement":null},{"id":"W4411572551","doi":"10.1080/15710882.2025.2521513","title":"Co-designing for equity – undesigning anti-Black racism in the arts in Canada","year":2025,"lang":"en","type":"article","venue":"CoDesign","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"Canadian Heritage","keywords":"Racism; Equity (law); The arts; Sociology; Gender equity; Gender studies; Political science; Public relations; Law","score_opus":0.7042055980477255,"score_gpt":0.6614811868013809,"score_spread":0.04272441124634463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411572551","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39115694,0.00052142935,0.46405828,0.005731391,0.0006224472,0.004792491,0.000019543395,0.00008939419,0.13300808],"genre_scores_gemma":[0.99606216,0.000020118328,0.0024611226,0.0007402093,0.000049435606,0.0001945736,0.0000014944462,0.000009465873,0.00046139688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99496186,0.002927237,0.00033477237,0.00030071198,0.00061561354,0.00085978524],"domain_scores_gemma":[0.99346507,0.00605144,0.000067444824,0.00023446683,0.000077241006,0.00010434518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01623593,0.00012350114,0.00026036258,0.0001722206,0.00040911508,0.000129013,0.00069125823,0.0000828279,0.000032084146],"category_scores_gemma":[0.0050577936,0.000108804685,0.000042875843,0.00090873445,0.00025503075,0.00017188834,0.000044842753,0.00029436723,0.0000059888457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005146586,0.0005433274,0.1860942,0.0004448094,0.00010586985,0.00040040282,0.087273225,0.0066771447,0.06140665,0.43155152,0.122319356,0.10266885],"study_design_scores_gemma":[0.0073080626,0.00040952602,0.2939426,0.001537802,0.00011175427,0.0000017059463,0.18402164,0.03853631,0.09471322,0.23350291,0.1436044,0.002310065],"about_ca_topic_score_codex":0.46920598,"about_ca_topic_score_gemma":0.864273,"teacher_disagreement_score":0.60490525,"about_ca_system_score_codex":0.001259303,"about_ca_system_score_gemma":0.0059204814,"threshold_uncertainty_score":0.99971503},"labels":[],"label_agreement":null},{"id":"W4411574983","doi":"10.1177/14733250251354824","title":"Engaging youth as co-researchers in virtual qualitative mental health research: Practical guidelines and recommendations","year":2025,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Mental health; Qualitative research; Psychology; Engineering ethics; Sociology; Applied psychology; Medical education; Public relations; Medicine; Political science; Psychotherapist; Social science; Engineering","score_opus":0.9634542972041145,"score_gpt":0.8319997224324926,"score_spread":0.1314545747716218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411574983","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23241816,0.0008481405,0.003169159,0.70987403,0.0004518771,0.0022315946,0.0002261813,0.00014400721,0.05063683],"genre_scores_gemma":[0.97480434,0.00047259114,0.012230077,0.0023201262,0.0003365954,0.00033466014,0.00007814615,0.000040571304,0.00938288],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.88995206,0.10516381,0.00086995243,0.0006336047,0.001888425,0.0014921447],"domain_scores_gemma":[0.9736094,0.024646122,0.0001742513,0.00015987718,0.0009189862,0.0004913612],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.12279076,0.00019491429,0.0004654551,0.0006682594,0.004772302,0.0002742099,0.00033069073,0.00018484163,0.00027372973],"category_scores_gemma":[0.09943718,0.00020968121,0.00008691117,0.004091808,0.0036164913,0.0005270183,0.00024766245,0.0016092244,0.000088461704],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016826957,0.000115551964,0.00014371968,0.00001101296,0.000043241776,0.0000018389172,0.6693814,2.7516646e-7,0.000014083961,0.2900933,0.027391331,0.012635994],"study_design_scores_gemma":[0.0005684359,0.00016063689,0.0002947743,0.00016737999,0.000003995414,5.0516686e-8,0.89588886,0.000011333145,0.000022458526,0.04522928,0.057495374,0.00015743703],"about_ca_topic_score_codex":0.0055868407,"about_ca_topic_score_gemma":0.0021428473,"teacher_disagreement_score":0.74238616,"about_ca_system_score_codex":0.001510938,"about_ca_system_score_gemma":0.0035429103,"threshold_uncertainty_score":0.9990951},"labels":[],"label_agreement":null},{"id":"W4411921458","doi":"10.1016/j.marpol.2024.106362","title":"Ecological grief: Young professionals transformed by and transforming conservation work","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Parks Canada","funders":"University of British Columbia; Parks Canada","keywords":"Grief; Work (physics); Environmental ethics; Ecology; Environmental resource management; Sociology; Environmental planning; Geography; Political science; Psychology; Biology; Environmental science; Engineering; Philosophy; Psychotherapist","score_opus":0.2540152085543315,"score_gpt":0.5971216747758311,"score_spread":0.3431064662214996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411921458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8474133,0.000058082733,0.00083937397,0.03997938,0.00009764729,0.00052904186,0.0000057236925,0.000076068456,0.111001395],"genre_scores_gemma":[0.98035085,0.000115481904,0.0005293205,0.0015844122,0.000105684034,0.00014167019,0.0000056546155,0.00000626365,0.017160632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981979,0.0006470545,0.00021368885,0.00018618019,0.00028732896,0.0004678297],"domain_scores_gemma":[0.99901223,0.00063966797,0.00002859176,0.00008004998,0.000062482206,0.00017697328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210838,0.00009226628,0.00016520859,0.00013101907,0.00053379714,0.00006354423,0.00015255439,0.00012568459,0.00022471513],"category_scores_gemma":[0.0021075148,0.00008025934,0.000037605245,0.0007696624,0.0003685266,0.00018040049,0.00005779157,0.00018685599,0.000006420022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023951069,0.00040869587,0.30742633,0.0001065426,0.0000625992,0.0000063736534,0.0136282835,5.748644e-7,0.0035073112,0.4094883,0.014436045,0.25068945],"study_design_scores_gemma":[0.0011990172,0.00010230272,0.46616185,0.00008493915,0.000028896786,6.6556805e-7,0.0022230884,0.00006609342,0.003584538,0.045758713,0.48047715,0.00031274292],"about_ca_topic_score_codex":0.004750905,"about_ca_topic_score_gemma":0.0025188327,"teacher_disagreement_score":0.46604112,"about_ca_system_score_codex":0.00015642264,"about_ca_system_score_gemma":0.00065326877,"threshold_uncertainty_score":0.7181979},"labels":[],"label_agreement":null},{"id":"W4411986872","doi":"10.24124/2025/30496","title":"Safeties: multiple ways of thinking/feeling/being safe: Explored through arts-based research","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"University of Northern British Columbia","keywords":"Feeling; The arts; Psychology; Computer science; Aesthetics; Human–computer interaction; Cognitive science; Visual arts; Art; Social psychology","score_opus":0.8628302329052407,"score_gpt":0.6878638981220068,"score_spread":0.17496633478323398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411986872","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13500929,0.0006381211,0.00760238,0.0046439683,0.0014982668,0.0024393194,0.000034220702,0.00038020697,0.84775424],"genre_scores_gemma":[0.8306295,0.00086687907,0.06287288,0.0016310026,0.0011176402,0.0011309086,0.000561428,0.00017259641,0.101017155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98890215,0.0033944224,0.000923137,0.0008128308,0.004494995,0.001472481],"domain_scores_gemma":[0.98614436,0.010396612,0.0002825811,0.0007455233,0.0022002463,0.00023064423],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017625358,0.0003441192,0.0007490655,0.00075292593,0.0017866447,0.00021520769,0.0015104112,0.00086725235,0.0013585616],"category_scores_gemma":[0.032689996,0.0003387161,0.00030795188,0.0020215577,0.00070555776,0.0003795032,0.00013132113,0.0017742327,0.000066635024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016035177,0.0007565221,0.0032574546,0.0023252252,0.00036214653,0.00008112087,0.32135174,0.00026977228,0.009375952,0.60477674,0.037496626,0.018343193],"study_design_scores_gemma":[0.001497539,0.00041489984,0.0010232137,0.0027957116,0.00011698559,8.870658e-8,0.17524166,0.0017758128,0.15390123,0.22120804,0.44086048,0.0011643196],"about_ca_topic_score_codex":0.010822422,"about_ca_topic_score_gemma":0.012838935,"teacher_disagreement_score":0.74673706,"about_ca_system_score_codex":0.00055078935,"about_ca_system_score_gemma":0.0052851927,"threshold_uncertainty_score":0.9999065},"labels":[],"label_agreement":null},{"id":"W4412072956","doi":"10.36510/learnland.vi29.1149","title":"Art-Based Autobiographical Youth Participatory Action Research (YPAR) in an Urban School","year":2025,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Participatory action research; Action (physics); Action research; Citizen journalism; Sociology; Psychology; Pedagogy; Anthropology; Political science","score_opus":0.5606327843935578,"score_gpt":0.622146528716199,"score_spread":0.06151374432264123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412072956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828068,0.00014614487,0.00037757785,0.0009223164,0.00017158533,0.000324549,0.0000019305176,0.00024464502,0.015004437],"genre_scores_gemma":[0.99708503,0.000024851945,0.00026171596,0.000106959014,0.00018449101,0.0001322331,0.000011648244,0.00001697633,0.0021760864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.986554,0.01052849,0.00031325384,0.00049054914,0.000999566,0.0011141377],"domain_scores_gemma":[0.99755853,0.0013784881,0.000056292705,0.0002954956,0.00024613785,0.00046507758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014648284,0.00013904601,0.0002451391,0.00105766,0.0010187564,0.00028723106,0.00042777683,0.0002558765,0.00038753083],"category_scores_gemma":[0.00818442,0.00013845308,0.00008173373,0.002511131,0.0004654027,0.00034935985,0.00007834197,0.001514898,0.00015804947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017073458,0.00023199306,0.98277247,0.000027319893,0.000014051448,0.000012111373,0.007625617,0.0006824091,0.0010242994,0.0034030182,0.001205936,0.0028300614],"study_design_scores_gemma":[0.0018835083,0.00064735673,0.6913898,0.00038366806,0.000043644723,1.4241793e-7,0.04685943,0.024602233,0.001770393,0.0017583002,0.23008826,0.00057326246],"about_ca_topic_score_codex":0.0007608506,"about_ca_topic_score_gemma":0.0051251166,"teacher_disagreement_score":0.29138264,"about_ca_system_score_codex":0.00025177683,"about_ca_system_score_gemma":0.0010597279,"threshold_uncertainty_score":0.9798106},"labels":[],"label_agreement":null},{"id":"W4412368775","doi":"10.55016/ojs/jah.v2020y2020.71175","title":"Speaking in Pictures and Play: The Unique Approach to Using Art and Play as Data in Hermeneutic Research","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Hermeneutics","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Epistemology; Computer science; Philosophy","score_opus":0.7261107105207294,"score_gpt":0.622385508488893,"score_spread":0.10372520203183644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412368775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768222,0.000067586996,0.000064802996,0.001961214,0.000035745892,0.00050696876,0.0000024580906,0.0000059219137,0.020533111],"genre_scores_gemma":[0.9942519,0.0001953893,0.0044829566,0.00079791644,0.00022937973,0.0000068154354,4.845958e-7,0.000018235964,0.000016936017],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962093,0.0013690605,0.00048041707,0.00031227263,0.0010056004,0.00062330446],"domain_scores_gemma":[0.99810284,0.0009366723,0.00013417247,0.0002623238,0.00011556063,0.00044843866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012109619,0.00012881735,0.00031539248,0.0002490464,0.00031248727,0.00021516743,0.0007827004,0.00012557737,0.000007805844],"category_scores_gemma":[0.0016739975,0.000099149096,0.000016169479,0.0011162914,0.00049824093,0.0002228529,0.0006185576,0.0011289378,0.0000031911204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013664707,0.000523928,0.015552003,0.00028087123,0.00013230898,0.0003801011,0.8611585,0.010780238,0.04283309,0.046338134,0.0012736749,0.019380668],"study_design_scores_gemma":[0.006198375,0.0014461824,0.089400046,0.00086064346,0.00019994391,0.00016139945,0.51708376,0.072305515,0.008712048,0.162574,0.1392886,0.0017694992],"about_ca_topic_score_codex":0.0001501587,"about_ca_topic_score_gemma":0.00055982627,"teacher_disagreement_score":0.3440748,"about_ca_system_score_codex":0.00020898301,"about_ca_system_score_gemma":0.0010328668,"threshold_uncertainty_score":0.49047357},"labels":[],"label_agreement":null},{"id":"W4412604196","doi":"10.1371/journal.pgph.0004761","title":"Representation, activism, health promotion, and communication: The role of art in advancing global health and social justice","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of British Columbia","funders":"","keywords":"Transformative learning; Sociology; Global health; Inclusion (mineral); Diversity (politics); Public relations; Empathy; Futures contract; Health equity; Environmental ethics; Political science; Social science; Health care; Psychology; Social psychology; Pedagogy; Law","score_opus":0.3942233861399419,"score_gpt":0.6269771222155791,"score_spread":0.2327537360756372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412604196","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12580775,0.0085545555,0.0021588292,0.84396976,0.00014264509,0.0021287191,0.00008075915,0.00010947254,0.01704752],"genre_scores_gemma":[0.9909059,0.0019752015,0.0017516252,0.005169496,0.00006333925,0.000071238195,0.000013819588,0.0000054076936,0.000043986172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9897796,0.007620455,0.00065846194,0.0003481965,0.0006933013,0.00089999393],"domain_scores_gemma":[0.99801344,0.00053926074,0.0003725507,0.00030280312,0.00025607392,0.00051584747],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010869775,0.00011673219,0.00040745072,0.00007576672,0.0015328929,0.00013220377,0.00035155026,0.00007042846,0.000011724447],"category_scores_gemma":[0.003817157,0.000107869004,0.000028614033,0.001665887,0.00065183133,0.00044262217,0.00021905311,0.00025166976,0.0000017678457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043428612,0.00069570966,0.10531624,0.00051618356,0.000046269073,3.9077085e-7,0.029448064,0.00000303697,0.0000037895838,0.5814009,0.009023685,0.27350238],"study_design_scores_gemma":[0.0019376596,0.0007612188,0.46292305,0.0005184919,0.000024287017,0.000004887522,0.15692957,0.0022783934,0.000009712758,0.114317335,0.25992793,0.00036747457],"about_ca_topic_score_codex":0.008180034,"about_ca_topic_score_gemma":0.01457287,"teacher_disagreement_score":0.8650981,"about_ca_system_score_codex":0.0018072816,"about_ca_system_score_gemma":0.009551773,"threshold_uncertainty_score":0.999767},"labels":[],"label_agreement":null},{"id":"W4412654761","doi":"10.1111/inm.70100","title":"Creating an Empirically Informed Mental Health Workbook for Racialised Newcomer Youth in Saskatchewan: Community‐Based Participatory Action Research","year":2025,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regina General Hospital; Western University; University of Regina; McGill University; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Workbook; Participatory action research; Community-based participatory research; Mental health; Citizen journalism; Action (physics); Psychology; Sociology; Psychotherapist; Political science; Anthropology","score_opus":0.792527529249973,"score_gpt":0.7422219780903504,"score_spread":0.05030555115962265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412654761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93938047,0.00039579437,0.0061611896,0.048620448,0.002543112,0.001355232,0.000062334795,0.000031881173,0.0014495708],"genre_scores_gemma":[0.9881304,0.00008355047,0.008184728,0.0029737127,0.00033953777,0.000033512373,0.000057948022,0.000018190029,0.00017843395],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9881916,0.007616564,0.0012168123,0.00018090438,0.0018893932,0.0009047511],"domain_scores_gemma":[0.9963572,0.0015937381,0.0005877227,0.00015852564,0.00071240525,0.00059038994],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.026503202,0.00014142813,0.00038290452,0.0010233527,0.0018823368,0.00021047214,0.00073699263,0.00010391758,0.000036398276],"category_scores_gemma":[0.0016391069,0.00014854602,0.00012418424,0.000602458,0.00052799407,0.00079657644,0.000058515445,0.001073177,0.0000017641099],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.003791448,0.002086512,0.01206974,0.00013962742,0.00007762602,0.0000037709283,0.5385265,0.00012150461,0.00045382572,0.0010273479,0.004206817,0.4374953],"study_design_scores_gemma":[0.0070306878,0.0022723225,0.013330547,0.0072744144,0.000014689083,0.0000033406186,0.9424481,0.0033549324,0.001239194,0.00372988,0.019013964,0.00028796386],"about_ca_topic_score_codex":0.007190606,"about_ca_topic_score_gemma":0.0151493,"teacher_disagreement_score":0.43720734,"about_ca_system_score_codex":0.008987658,"about_ca_system_score_gemma":0.0103012575,"threshold_uncertainty_score":0.9994206},"labels":[],"label_agreement":null},{"id":"W4412727147","doi":"10.2196/75741","title":"Public Involvement in Cancer Research: Collaborative Evaluation Using Photovoice","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoice; Public involvement; Narrative; Public relations; Process (computing); Public health; Medical education; Political science; Psychology; Medicine; Nursing; Computer science","score_opus":0.9171393560056962,"score_gpt":0.7684516216150726,"score_spread":0.14868773439062355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412727147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618734,0.0029680636,0.00006843031,0.005614617,0.00053248194,0.0026218484,0.000020680769,0.000034433284,0.026266057],"genre_scores_gemma":[0.99074787,0.00057197444,0.0002786304,0.00036559068,0.0002056247,0.0060609616,0.0000015834439,0.000011122714,0.0017566249],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99109614,0.005619605,0.00025788075,0.00037941535,0.001829541,0.0008174184],"domain_scores_gemma":[0.99712807,0.00057314953,0.00006712324,0.00021149853,0.0018443177,0.00017582184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015745122,0.00009754478,0.00017613122,0.0005516808,0.0006268452,0.00018451366,0.000339607,0.000114299764,0.0014028966],"category_scores_gemma":[0.0030124153,0.00009974422,0.00003002332,0.0048736655,0.0005407162,0.00044229938,0.00013135822,0.00037333727,0.000011629337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00051569013,0.00126054,0.35433707,0.0003164111,0.00030124135,0.000019438816,0.17952842,0.0021313038,0.103144646,0.074186094,0.041658342,0.24260083],"study_design_scores_gemma":[0.0025787668,0.00010805319,0.069032885,0.0008655735,0.00004220521,3.1059614e-8,0.05151975,0.020391215,0.018936722,0.016857008,0.8191267,0.0005410863],"about_ca_topic_score_codex":0.043509036,"about_ca_topic_score_gemma":0.19302222,"teacher_disagreement_score":0.7774684,"about_ca_system_score_codex":0.005697509,"about_ca_system_score_gemma":0.012388585,"threshold_uncertainty_score":0.99950993},"labels":[],"label_agreement":null},{"id":"W4412755958","doi":"10.1016/j.qrmh.2025.100003","title":"“It’s a mixture of emotions”: Nail technicians’ visual storytelling of work and health","year":2025,"lang":"en","type":"article","venue":"Qualitative Research in Medicine & Healthcare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Structural Genomics Consortium","funders":"Social Sciences and Humanities Research Council of Canada; Canada First Research Excellence Fund; Institute for Work and Health","keywords":"Storytelling; Nail (fastener); Psychology; Work (physics); Visual arts; Art; Engineering; Narrative; Mechanical engineering; Literature","score_opus":0.8311346569728618,"score_gpt":0.7903173718810872,"score_spread":0.040817285091774624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412755958","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36953747,0.028905256,0.0052960073,0.5846425,0.00035831367,0.0035372474,0.00003683586,0.000069657064,0.007616679],"genre_scores_gemma":[0.99338853,0.0028856576,0.002526199,0.0006016771,0.00009522086,0.00010668767,0.0000044723347,0.00001445542,0.00037710008],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9614817,0.03280357,0.0012610175,0.00054050394,0.0026436388,0.0012695629],"domain_scores_gemma":[0.98789257,0.0095123155,0.0002489645,0.00030772714,0.0015302404,0.0005081888],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09193915,0.0001529723,0.0008064023,0.0015813694,0.000553627,0.000011440367,0.00042029287,0.00020383121,0.000053461965],"category_scores_gemma":[0.015758924,0.00013742561,0.000051020677,0.0053070746,0.0045015453,0.00012316446,0.00014122862,0.0013448346,0.0000018147304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026906896,0.0002704992,0.01609718,0.003056956,0.00004097613,0.000009509975,0.62187755,0.0000020265238,0.00020508944,0.2106884,0.0059031835,0.14157958],"study_design_scores_gemma":[0.0011483909,0.0026927115,0.026244195,0.009146039,0.000006886352,2.5142248e-7,0.88664514,0.00004550593,0.00018067032,0.04324308,0.03046888,0.00017823784],"about_ca_topic_score_codex":0.024576237,"about_ca_topic_score_gemma":0.0091714645,"teacher_disagreement_score":0.62385106,"about_ca_system_score_codex":0.00084506616,"about_ca_system_score_gemma":0.0040803635,"threshold_uncertainty_score":0.9982076},"labels":[],"label_agreement":null},{"id":"W4412931057","doi":"10.1080/1472586x.2025.2537738","title":"Copyright as an ethical dimension of visual research: preserving ownership across the research process","year":2025,"lang":"en","type":"article","venue":"Visual Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dimension (graph theory); Process (computing); Sociology; Visual research; Aesthetics; Law and economics; Psychology; Business; Visual arts; Computer science; Art; Mathematics","score_opus":0.8356546328775808,"score_gpt":0.777479964255003,"score_spread":0.05817466862257781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412931057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97577286,0.0019498119,0.000030374733,0.009731213,0.00028510106,0.0010686183,0.0000043934815,0.00009212468,0.01106548],"genre_scores_gemma":[0.99477524,0.00051505864,0.00009217578,0.0002194411,0.00032196238,0.00034722517,0.0000013413661,0.000023654067,0.0037039244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96711284,0.024037985,0.0006249245,0.0008085148,0.005218363,0.00219739],"domain_scores_gemma":[0.97540677,0.01854737,0.000112742484,0.0005575178,0.0049932045,0.00038239808],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.08609882,0.00021757206,0.000517004,0.00038824492,0.006689783,0.00029627458,0.0015643445,0.00042802287,0.00010471119],"category_scores_gemma":[0.079030685,0.00014107322,0.000105718325,0.004408081,0.00999575,0.00040509176,0.0017705148,0.0027979517,0.00007341273],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002185789,0.0023458223,0.030630674,0.0011446137,0.0008041216,0.00007284709,0.6694437,0.000031060474,0.024987342,0.22703491,0.021781474,0.019537603],"study_design_scores_gemma":[0.00093012676,0.0025146704,0.02058029,0.00090796367,0.00004395236,6.9737644e-7,0.7558455,0.0011987346,0.05944682,0.1132674,0.044798728,0.00046510375],"about_ca_topic_score_codex":0.0036261445,"about_ca_topic_score_gemma":0.0047263103,"teacher_disagreement_score":0.11376751,"about_ca_system_score_codex":0.0004246825,"about_ca_system_score_gemma":0.0015175999,"threshold_uncertainty_score":0.99950266},"labels":[],"label_agreement":null},{"id":"W4413103466","doi":"10.55016/ojs/tsw.v3i1.80078","title":"Using photo-voice to understand factors affecting mental health at a high school in China","year":2025,"lang":"en","type":"article","venue":"Transformative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"China; Mental health; Psychology; Geography; Psychiatry","score_opus":0.41486707163989356,"score_gpt":0.6041843832471647,"score_spread":0.18931731160727117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413103466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97482026,0.000065107146,0.0070824856,0.0037581187,0.0002845642,0.0012659183,0.000024908766,0.00006941649,0.012629202],"genre_scores_gemma":[0.9983866,0.00001577004,0.00079579966,0.00033421535,0.00006200903,0.000011923282,0.0000036318656,0.000012808816,0.0003772394],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99571764,0.002210916,0.00035079656,0.00024030237,0.00058824214,0.0008921008],"domain_scores_gemma":[0.9990817,0.00039794555,0.0000753589,0.00007492547,0.00004088031,0.00032921988],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034260252,0.0001726271,0.00036202787,0.00024620493,0.0030898298,0.000094596806,0.00023092736,0.000115309056,0.00026114963],"category_scores_gemma":[0.000494189,0.00017767026,0.00010178351,0.0027371855,0.00028851267,0.00036524647,0.000053148022,0.00039866267,0.000027824082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027888714,0.000106366795,0.015812337,0.00006912513,0.00005898975,0.0000015342999,0.9735658,0.00005258582,0.0006462391,0.0058113113,0.0006754657,0.002921341],"study_design_scores_gemma":[0.0024252129,0.00020780833,0.3349077,0.0007109929,0.000026845868,1.3362856e-7,0.6449566,0.00009321003,0.0042013996,0.0044936864,0.0072661038,0.00071033475],"about_ca_topic_score_codex":0.005237877,"about_ca_topic_score_gemma":0.008075412,"teacher_disagreement_score":0.32860923,"about_ca_system_score_codex":0.0043682363,"about_ca_system_score_gemma":0.00078001124,"threshold_uncertainty_score":0.99945384},"labels":[],"label_agreement":null},{"id":"W4413240355","doi":"10.1080/1051144x.2025.2543688","title":"Critical arts-based research and knowledge translation: impacts of artificial-intelligence on equality","year":2025,"lang":"en","type":"article","venue":"Journal of Visual Literacy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"The arts; Computer science; Translation (biology); Artificial intelligence; Mathematics education; Visual arts; Psychology; Art","score_opus":0.8337594634549024,"score_gpt":0.7621220201367722,"score_spread":0.07163744331813016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413240355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9500745,0.0019199692,0.03065838,0.004697754,0.0004739299,0.0002974012,0.000009491722,0.000015276239,0.01185333],"genre_scores_gemma":[0.9962782,0.00006055376,0.0032098049,0.00008224349,0.0002521244,0.0000039180627,3.301058e-7,0.000006796234,0.00010597379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99375254,0.003476613,0.00087378133,0.00019018023,0.0012032461,0.0005036573],"domain_scores_gemma":[0.9830728,0.013886921,0.00015935622,0.00015780755,0.0023137152,0.00040938062],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.021491185,0.000107230684,0.0003475632,0.0006649254,0.00039787107,0.00023167627,0.00030182875,0.00011925726,0.00015737093],"category_scores_gemma":[0.021015797,0.00009328487,0.00011657824,0.0011996453,0.001200621,0.00052234705,0.00004023813,0.00063645485,0.000008638304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020655957,0.0035426302,0.0043664654,0.00040589753,0.00006428689,0.00004354148,0.028643085,0.000021971366,0.013404738,0.50155437,0.0003386296,0.4455488],"study_design_scores_gemma":[0.0015857355,0.015031223,0.030044852,0.0064866035,0.0001612896,0.0000087856015,0.016638739,0.021078194,0.2772281,0.5343978,0.096443824,0.0008948662],"about_ca_topic_score_codex":0.000084248546,"about_ca_topic_score_gemma":0.000055610166,"teacher_disagreement_score":0.44465396,"about_ca_system_score_codex":0.00016599418,"about_ca_system_score_gemma":0.0017109851,"threshold_uncertainty_score":0.9872306},"labels":[],"label_agreement":null},{"id":"W4413382117","doi":"10.1080/1472586x.2025.2539828","title":"Outline of an interdisciplinary method: from counter-visual ethnography to tracing","year":2025,"lang":"en","type":"article","venue":"Visual Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; Brandon University","funders":"","keywords":"Ethnography; Tracing; Visual methods; Sociology; Visual anthropology; Visual arts; Anthropology; Computer science; Art","score_opus":0.503825834045435,"score_gpt":0.7236720593287488,"score_spread":0.21984622528331377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413382117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743007,0.0012445687,0.018911326,0.0011807965,0.0006199371,0.0004486489,0.000029391253,0.00012363568,0.0031409976],"genre_scores_gemma":[0.98358935,0.000079517886,0.0153171485,0.0002907866,0.00024351971,0.000099161385,0.0000036236897,0.000016824055,0.00036009384],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99532795,0.0022722392,0.00054328545,0.00050642784,0.0007453823,0.0006047386],"domain_scores_gemma":[0.99670017,0.002237869,0.00011805867,0.00023224813,0.00044971012,0.0002619458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005529067,0.0002148669,0.0006327801,0.00046592738,0.00084645266,0.00006486938,0.00045441178,0.000116586874,0.000058314625],"category_scores_gemma":[0.0028994875,0.00019529373,0.00015959996,0.001493475,0.00070271525,0.0002898284,0.00081632345,0.00025310522,0.000016984259],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011775129,0.0020506787,0.029652575,0.000246723,0.001940691,0.000042455595,0.45109123,0.000135215,0.03570517,0.0066354475,0.003921711,0.46740058],"study_design_scores_gemma":[0.0016678262,0.0030472088,0.081465,0.0011541141,0.00039432256,3.0644878e-7,0.7953943,0.0033613404,0.06291139,0.03183557,0.017674413,0.0010941982],"about_ca_topic_score_codex":0.0027574017,"about_ca_topic_score_gemma":0.0069685634,"teacher_disagreement_score":0.4663064,"about_ca_system_score_codex":0.00017071918,"about_ca_system_score_gemma":0.00018760613,"threshold_uncertainty_score":0.79638475},"labels":[],"label_agreement":null},{"id":"W4413416684","doi":"10.3389/fresc.2025.1638513","title":"Using photovoice to engage underserved children with neurodevelopmental disorders and their caregivers in health research: a mixed methods systematic review","year":2025,"lang":"en","type":"review","venue":"Frontiers in Rehabilitation Sciences","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Patient Safety Institute; McGill University; McMaster University; SickKids Foundation; University of Manitoba","funders":"Institute of Infection and Immunity; Canadian Institutes of Health Research; Azrieli Foundation; McMaster University","keywords":"Photovoice; Inclusion (mineral); Psychology; Population; Autism; Autism spectrum disorder; Qualitative research; Medical education; Medicine; Developmental psychology; Social psychology; Sociology","score_opus":0.6543823382570557,"score_gpt":0.66055396611234,"score_spread":0.006171627855284245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413416684","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035163024,0.98256606,0.004994758,0.0008840246,0.0003057305,0.01063042,0.000015412505,0.00003062496,0.00022134143],"genre_scores_gemma":[0.000065215994,0.8111488,0.18771496,0.000090633854,0.0000069234834,0.00089553755,0.0000031230388,0.00001730798,0.000057490113],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.93399996,0.061324455,0.0012248213,0.0011105225,0.001296206,0.001044053],"domain_scores_gemma":[0.9890689,0.009553855,0.0004238918,0.0004046607,0.00017189467,0.00037674612],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.094796725,0.00036273326,0.0023162956,0.0023694988,0.0010684864,0.00020772744,0.0010928625,0.0001519299,0.0000052788882],"category_scores_gemma":[0.045040824,0.00026915432,0.00015093574,0.00964912,0.0024452622,0.0004457267,0.0002583697,0.0007739046,0.0000012862369],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011150353,0.00011558589,0.0015401774,0.6704172,0.00007738609,0.0000014982594,0.060725085,0.000037157442,3.8328406e-7,0.0005022838,0.0007001461,0.26587197],"study_design_scores_gemma":[0.0003149066,0.000496406,0.0006906796,0.7710836,0.000100909965,0.0000015892056,0.18970129,0.00019567744,3.715078e-7,0.0012645217,0.035470635,0.000679389],"about_ca_topic_score_codex":0.003339966,"about_ca_topic_score_gemma":0.00474956,"teacher_disagreement_score":0.26519257,"about_ca_system_score_codex":0.0019672748,"about_ca_system_score_gemma":0.0061983857,"threshold_uncertainty_score":0.99997604},"labels":[],"label_agreement":null},{"id":"W4413508385","doi":"10.64628/aam.xj9n7sq5q","title":"‘HIV Made Me Fabulous’ film relies on science and embodied storytelling to counter stigma and discrimination","year":2021,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Storytelling; Stigma (botany); Embodied cognition; Human immunodeficiency virus (HIV); Psychology; Aesthetics; Art; Computer science; Narrative; Literature; Medicine; Artificial intelligence; Psychiatry; Virology","score_opus":0.395208713926545,"score_gpt":0.5706339296088327,"score_spread":0.17542521568228775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413508385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9310492,0.00015007549,0.002916938,0.003636133,0.00015021284,0.00022030722,0.000004739756,0.0000520044,0.061820365],"genre_scores_gemma":[0.9889629,0.00012753964,0.0040820674,0.00065691274,0.0000673604,0.000017864391,6.054909e-7,0.0000073205524,0.006077444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976453,0.00040426763,0.00012680561,0.0003819882,0.0010209732,0.00042062908],"domain_scores_gemma":[0.9985806,0.0005203288,0.000025670837,0.00014775341,0.000359939,0.00036573643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041669724,0.000083426065,0.00012100285,0.00013167172,0.0009182253,0.00032623304,0.00015672378,0.00004303754,0.0001461576],"category_scores_gemma":[0.006424329,0.00007437169,0.000012809698,0.0004604914,0.00092278386,0.00034780285,0.00013516341,0.00011357866,0.000031366435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001604035,0.00028462242,0.01707968,0.00012899452,0.000030851425,0.00006370671,0.21697256,0.00012071961,0.14441125,0.5456169,0.006659117,0.06847115],"study_design_scores_gemma":[0.001533781,0.0008836364,0.2334038,0.0006030282,0.00008039572,0.000007697785,0.2554129,0.017791431,0.23491305,0.016584165,0.23709999,0.0016861273],"about_ca_topic_score_codex":0.00020777191,"about_ca_topic_score_gemma":0.0007587658,"teacher_disagreement_score":0.52903277,"about_ca_system_score_codex":0.00017592298,"about_ca_system_score_gemma":0.00045020375,"threshold_uncertainty_score":0.7690986},"labels":[],"label_agreement":null},{"id":"W4413546410","doi":"10.64628/aam.4muysgkku","title":"How high school educators can help girls resist Islamophobia","year":2019,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Islamophobia; Resist; Sociology; Political science; Psychology; Law; Materials science","score_opus":0.31771665330828464,"score_gpt":0.569089387285298,"score_spread":0.2513727339770134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413546410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87369865,0.000048121172,0.00004187015,0.011822829,0.0008124593,0.00045512168,0.0000058045302,0.00012567232,0.112989485],"genre_scores_gemma":[0.81204975,0.0000310481,0.0015019282,0.0004255567,0.00036750123,0.00003812128,0.0000013799958,0.000017498773,0.1855672],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963111,0.0013106317,0.0001650064,0.00038580198,0.0009644305,0.00086297345],"domain_scores_gemma":[0.9981201,0.00047764688,0.00006291445,0.00045105672,0.00017334857,0.00071493397],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030319886,0.00013812458,0.00022835385,0.00013657287,0.0004100243,0.00040985248,0.00056685915,0.00013168514,0.0057284697],"category_scores_gemma":[0.0035679913,0.00012379287,0.0000844012,0.00062155223,0.00032708223,0.00035511923,0.00010597093,0.00027037718,0.0014659517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009501091,0.0003417408,0.42234927,0.00009838027,0.0000966387,0.000024663004,0.010509357,0.0000034720922,0.024798468,0.34351695,0.18867482,0.009491232],"study_design_scores_gemma":[0.0007366714,0.00023330632,0.17585054,0.000050904815,0.00002645545,6.815986e-7,0.029147416,0.000022198692,0.024914293,0.009584935,0.7586659,0.000766675],"about_ca_topic_score_codex":0.011362364,"about_ca_topic_score_gemma":0.007152914,"teacher_disagreement_score":0.5699911,"about_ca_system_score_codex":0.00038754183,"about_ca_system_score_gemma":0.0015963159,"threshold_uncertainty_score":0.9993115},"labels":[],"label_agreement":null},{"id":"W4413562098","doi":"10.64628/aam.vcj496uyv","title":"Personal support workers are the backbone of health care but the bottom of the power structure","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Power (physics); Health care; Economics; Economic growth; Physics","score_opus":0.436097597940247,"score_gpt":0.5875720991122207,"score_spread":0.15147450117197375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413562098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8720738,0.0021424296,0.00036405286,0.101681545,0.0015209422,0.0028193104,0.0007870336,0.000062797546,0.018548045],"genre_scores_gemma":[0.99719,0.000046577374,0.000493329,0.0010866625,0.00016559045,0.000028893326,0.0000077138775,0.000019971825,0.00096128584],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9908957,0.005534485,0.00052720925,0.0004080858,0.002049989,0.0005845199],"domain_scores_gemma":[0.9970887,0.00086174393,0.0006854584,0.0007669139,0.00039325998,0.00020397606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00466224,0.00022251453,0.0005269104,0.00003512595,0.00070333655,0.00007226794,0.002013932,0.00026098863,0.0015364705],"category_scores_gemma":[0.0022503107,0.00009950463,0.0003784418,0.0004714663,0.0020477716,0.000041590407,0.0011827571,0.0015619941,0.000005605059],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016959562,0.000096738615,0.16584587,0.000743051,0.0005563594,0.000006453203,0.7749462,0.00009715201,0.0006120708,0.012988632,0.037334118,0.0066037206],"study_design_scores_gemma":[0.00021187063,0.00011280596,0.19971086,0.00022114316,0.00006545336,6.1739587e-7,0.76712835,0.000057806352,0.0008491079,0.0028732992,0.028499933,0.00026877812],"about_ca_topic_score_codex":0.007889322,"about_ca_topic_score_gemma":0.004242714,"teacher_disagreement_score":0.12511612,"about_ca_system_score_codex":0.00025881553,"about_ca_system_score_gemma":0.005459518,"threshold_uncertainty_score":0.99937624},"labels":[],"label_agreement":null},{"id":"W4413738039","doi":"10.1017/pds.2025.10274","title":"Player profile as tool for communities of practice animation","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Design Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Animation; Computer science; Human–computer interaction; Computer graphics (images); Geography","score_opus":0.4299290203258581,"score_gpt":0.5873268460027947,"score_spread":0.1573978256769366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413738039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8436061,0.00026902862,0.03456892,0.009169119,0.0003217971,0.0056294706,0.00003200475,0.00013661849,0.106266916],"genre_scores_gemma":[0.8857466,0.00006494303,0.11079231,0.00032067444,0.000039696937,0.00025783433,4.1704652e-7,0.000008874425,0.002768653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99880034,0.00020407751,0.0002299236,0.00008790962,0.0004498981,0.0002278437],"domain_scores_gemma":[0.99606633,0.0023961212,0.00026193215,0.00008519767,0.0011617901,0.000028638944],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008477304,0.00006780845,0.00015467689,0.000024142179,0.00051415974,0.000050164366,0.0005172514,0.00009273038,0.000020418878],"category_scores_gemma":[0.009323529,0.000054152133,0.0001504823,0.00043737568,0.00052397937,0.00045852896,0.000117256204,0.00014103432,0.0000012708612],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003788209,0.000330017,0.004609301,0.00074958673,0.0002648546,1.8865883e-8,0.20038968,0.00001230959,0.19246629,0.5292709,0.06850405,0.0030241515],"study_design_scores_gemma":[0.00081044546,0.0002967167,0.0023000706,0.0003568228,0.00020530798,3.432501e-7,0.2671894,0.0034309502,0.6207094,0.049220633,0.055259913,0.00021995656],"about_ca_topic_score_codex":0.0002627883,"about_ca_topic_score_gemma":0.0000035087457,"teacher_disagreement_score":0.4800503,"about_ca_system_score_codex":0.00010600964,"about_ca_system_score_gemma":0.00041516143,"threshold_uncertainty_score":0.99902135},"labels":[],"label_agreement":null},{"id":"W4413774080","doi":"10.1080/01609513.2025.2551823","title":"Photovoice groups on youth mental health: lessons learned under the global pandemic","year":2025,"lang":"en","type":"article","venue":"Social Work With Groups","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photovoice; Mental health; Pandemic; Psychology; Sociology; Psychiatry; Coronavirus disease 2019 (COVID-19); Medicine; Economic growth; Disease","score_opus":0.5310116178057994,"score_gpt":0.5994880044081441,"score_spread":0.06847638660234467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413774080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68601966,0.00093426264,0.0027950637,0.21623254,0.0014718244,0.00213427,0.00014456036,0.0005626877,0.08970512],"genre_scores_gemma":[0.9929765,0.000108998116,0.00012298001,0.003861856,0.00037686928,0.000086065724,0.000010468887,0.000019146193,0.002437115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9939231,0.0031390856,0.00027938158,0.0004713089,0.0010889433,0.001098148],"domain_scores_gemma":[0.99865824,0.00056901044,0.00014789191,0.00027135358,0.00008772384,0.0002657974],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004320834,0.00022477786,0.0003334585,0.000059909056,0.0049754153,0.00020459894,0.0006491702,0.00018690078,0.000108162894],"category_scores_gemma":[0.00038347425,0.00016373381,0.00013493697,0.0025401898,0.001284733,0.00013469339,0.00014361677,0.0006138207,0.0000785515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008767267,0.0003297503,0.025843283,0.00002260675,0.0002733034,0.000003238963,0.07273131,0.000028025366,0.000018510998,0.8564948,0.005826022,0.037552442],"study_design_scores_gemma":[0.0037669751,0.0005935959,0.24595053,0.00051305426,0.0002078846,8.907862e-7,0.4078513,0.000049908853,0.000042596654,0.10348903,0.23644413,0.0010901133],"about_ca_topic_score_codex":0.0020974472,"about_ca_topic_score_gemma":0.0061747488,"teacher_disagreement_score":0.75300574,"about_ca_system_score_codex":0.0012197614,"about_ca_system_score_gemma":0.0011487615,"threshold_uncertainty_score":0.99631995},"labels":[],"label_agreement":null},{"id":"W4413818070","doi":"10.2196/65116","title":"Developing a Health Education Program for the Prevention and Control of Infectious Diseases Culturally Adapted to Ethnic and Rural Communities: Co-Design Study Using Participatory Audiovisual Methods","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sistema General de Regalías de Colombia","keywords":"Ethnic group; Qualitative research; Sanitation; Qualitative property; Medical education; Health education; Medicine; Psychology; Public health; Nursing; Sociology; Computer science","score_opus":0.7014909404885484,"score_gpt":0.7175225481171409,"score_spread":0.01603160762859246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413818070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7409826,0.005164174,0.24869707,0.0017105314,0.00031433234,0.0030982313,0.0000022120273,0.000021327638,0.000009521452],"genre_scores_gemma":[0.9909357,0.00022286228,0.007611511,0.000468379,0.00018887887,0.0005349383,5.65022e-7,0.000012437907,0.000024737825],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98901534,0.008822793,0.0010133061,0.00012381928,0.0005608862,0.00046387283],"domain_scores_gemma":[0.9937872,0.00419455,0.00059839064,0.00018241101,0.00081339414,0.0004240078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01981685,0.00017017107,0.00069070375,0.00030716948,0.0007494245,0.000051308827,0.00023578078,0.000062352745,0.000011167461],"category_scores_gemma":[0.006095799,0.00011626987,0.000073815594,0.0005826544,0.0008029149,0.00024544622,0.00005264098,0.00025952235,1.2317993e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019126062,0.0024926057,0.12453372,0.0007086666,0.0014683044,0.0000033055562,0.33762994,0.00064355694,0.0056866277,0.005901705,0.00071103754,0.5183079],"study_design_scores_gemma":[0.0072897146,0.01185832,0.2775769,0.0027387657,0.0019305148,0.000012408799,0.6816662,0.008534336,0.0005086215,0.0032259421,0.004271722,0.00038655166],"about_ca_topic_score_codex":0.00076905184,"about_ca_topic_score_gemma":0.00051774894,"teacher_disagreement_score":0.5179214,"about_ca_system_score_codex":0.00035906586,"about_ca_system_score_gemma":0.0031350623,"threshold_uncertainty_score":0.7297681},"labels":[],"label_agreement":null},{"id":"W4413965482","doi":"10.1080/17533015.2025.2555254","title":"Bringing health research to life: readers theatre as an innovative knowledge translation strategy","year":2025,"lang":"en","type":"article","venue":"Arts & Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Knowledge translation; Psychology; Medical education; Engineering ethics; Knowledge management; Engineering; Medicine; Computer science","score_opus":0.8986523453993337,"score_gpt":0.759964901534774,"score_spread":0.13868744386455967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413965482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49348694,0.0029127575,0.007318932,0.18758468,0.0006137905,0.0040523387,0.00001810645,0.0004203914,0.30359206],"genre_scores_gemma":[0.99254507,0.00017223127,0.0021638551,0.0035232191,0.00022343223,0.000093041985,0.000006880964,0.00001945961,0.0012528263],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98870647,0.007714634,0.0005059938,0.0005434361,0.0009107514,0.0016186866],"domain_scores_gemma":[0.99637526,0.0013723254,0.00007958312,0.00035255114,0.00057299546,0.0012472771],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.029249832,0.00013399485,0.00031137237,0.0006884366,0.0022051944,0.00017617946,0.00038621065,0.00009256003,0.00009762029],"category_scores_gemma":[0.0022835599,0.00014055026,0.00003271076,0.0041236407,0.00038873492,0.0004000264,0.000061532584,0.00063213194,0.00013338028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007422154,0.00019825103,0.0010382832,0.00011004476,0.000015782673,0.0000019245033,0.23584695,0.00002143019,0.000086371874,0.1165511,0.007037126,0.63901854],"study_design_scores_gemma":[0.00087240373,0.0024283547,0.023633435,0.00068348186,0.000004188789,5.319471e-7,0.21380456,0.0011220207,0.00038346948,0.021597145,0.73505074,0.00041969697],"about_ca_topic_score_codex":0.025333263,"about_ca_topic_score_gemma":0.024251278,"teacher_disagreement_score":0.7280136,"about_ca_system_score_codex":0.0009866483,"about_ca_system_score_gemma":0.0155152595,"threshold_uncertainty_score":0.9995916},"labels":[],"label_agreement":null},{"id":"W4413988724","doi":"10.1080/2159676x.2025.2555824","title":"Bringing it back to show and tell: combining visual and textual data to explore a psychological construct","year":2025,"lang":"en","type":"article","venue":"Qualitative Research in Sport Exercise and Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Construct (python library); Psychology; Cognitive psychology; Social psychology; Computer science","score_opus":0.917699268368034,"score_gpt":0.7886244704660518,"score_spread":0.12907479790198217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413988724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972688,0.0011373407,0.00036605034,0.018986212,0.000047544097,0.0015861342,0.000030149144,0.000027015509,0.005131554],"genre_scores_gemma":[0.9877617,0.0028856536,0.0076098246,0.0010386433,0.000045618865,0.00012151077,0.000011345317,0.0000128242245,0.0005129248],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99322975,0.003004032,0.0005251075,0.0009554705,0.0009740872,0.0013115371],"domain_scores_gemma":[0.99576217,0.0023483406,0.000052862044,0.00034454901,0.00020745,0.0012846314],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.047146995,0.00016420265,0.0006003893,0.00073573773,0.00086044753,0.00022393442,0.00042862186,0.000095240335,0.000067888395],"category_scores_gemma":[0.0024178305,0.00015715808,0.000016353499,0.0016024051,0.0013978666,0.00030081373,0.0009709834,0.0006690745,0.000021498603],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097427727,0.00039095987,0.10026283,0.0005770786,0.000028112225,0.00009348607,0.48539406,0.0000011149365,0.00012146561,0.061179798,0.015803756,0.33517307],"study_design_scores_gemma":[0.0012504531,0.0012175158,0.1207256,0.0023041102,0.0000058648634,0.0000027847404,0.8363251,0.0003325419,0.000034158875,0.007930985,0.029482732,0.0003881522],"about_ca_topic_score_codex":0.005996666,"about_ca_topic_score_gemma":0.00247245,"teacher_disagreement_score":0.35093105,"about_ca_system_score_codex":0.00020112205,"about_ca_system_score_gemma":0.0008527036,"threshold_uncertainty_score":0.98116267},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4413990244","doi":"10.33524/cjar.v25i2.759","title":"Children as Agents of Change: Research Reflections on the Practice and Possibilities of Participatory Eco-justice Research","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Queen's University","funders":"","keywords":"Participatory action research; Citizen journalism; Action research; Economic Justice; Engineering ethics; Sociology; Political science; Pedagogy; Engineering; Law","score_opus":0.9488862797078564,"score_gpt":0.7791729229976706,"score_spread":0.16971335671018584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413990244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90526474,0.0008589488,0.0000066864695,0.04795295,0.00032530594,0.0010357054,0.000014787916,0.000004767892,0.044536136],"genre_scores_gemma":[0.99492365,0.0008165441,0.000065088556,0.00017980002,0.00046727314,0.000078343626,3.2992364e-7,0.000014184807,0.0034547977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9584937,0.035436507,0.00058625964,0.00025384864,0.0039411928,0.0012884896],"domain_scores_gemma":[0.96752775,0.02334586,0.00021253701,0.0005890618,0.0075716106,0.0007531801],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14291036,0.000103121485,0.00025507458,0.0021853514,0.0052173682,0.00030355286,0.001230589,0.00017445991,0.00034255086],"category_scores_gemma":[0.10438337,0.00007030133,0.00008623495,0.004010617,0.007241845,0.0004950919,0.00016426314,0.0033735363,0.00002776174],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022958394,0.0007126204,0.015967013,0.0003450192,0.0008128977,0.00008779536,0.23905359,0.000069589245,0.0046250084,0.6283754,0.08136855,0.026286678],"study_design_scores_gemma":[0.00094226585,0.0032912798,0.12578674,0.001011196,0.00016442327,0.00003755302,0.5518164,0.00012283631,0.016627293,0.086887516,0.21305771,0.00025477435],"about_ca_topic_score_codex":0.23374118,"about_ca_topic_score_gemma":0.19528201,"teacher_disagreement_score":0.5414879,"about_ca_system_score_codex":0.0012482728,"about_ca_system_score_gemma":0.013062541,"threshold_uncertainty_score":0.99892575},"labels":[],"label_agreement":null},{"id":"W4414087017","doi":"10.1136/medhum-2024-013132","title":"Relevance of Georg Grosz’s Weimar-era drawings to promoting social justice and health equity in contemporary society","year":2025,"lang":"en","type":"article","venue":"Medical Humanities","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; McMaster University; Hamilton Health Sciences","funders":"York University","keywords":"Equity (law); Politics; Health care; Social determinants of health; Social justice; The arts; Contemporary society; Empathy","score_opus":0.6573012860828169,"score_gpt":0.657505535108465,"score_spread":0.00020424902564808445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414087017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7782116,0.0024195993,0.001813584,0.053565998,0.0006759238,0.0012751919,0.000020032057,0.00016577655,0.16185232],"genre_scores_gemma":[0.99326575,0.00013478023,0.00054984953,0.0039021203,0.00025090753,0.000049264112,0.0000013050203,0.0000085395295,0.0018374996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660134,0.0010139851,0.00047181174,0.00026646827,0.0010672822,0.00057910004],"domain_scores_gemma":[0.9984503,0.0009898959,0.00010433798,0.00009241057,0.00012291313,0.00024015656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012738735,0.00010558822,0.00036540724,0.00008969757,0.00080832676,0.00006697684,0.00034376513,0.000124894,0.000098747114],"category_scores_gemma":[0.0065361233,0.00010767239,0.00005684501,0.0003675113,0.0015042003,0.00020032725,0.00040261136,0.00046137217,0.00000269124],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007779261,0.00034109896,0.010040008,0.0029515491,0.000048196234,0.0000203201,0.38741335,4.4451463e-7,0.0002318712,0.47358194,0.028330263,0.09696317],"study_design_scores_gemma":[0.003875054,0.0009876888,0.17460912,0.0043248073,0.00007599429,0.0000013659644,0.2587942,0.001407003,0.0012328207,0.12662768,0.42701235,0.0010519291],"about_ca_topic_score_codex":0.0038623908,"about_ca_topic_score_gemma":0.0035498927,"teacher_disagreement_score":0.3986821,"about_ca_system_score_codex":0.0003528751,"about_ca_system_score_gemma":0.0026670096,"threshold_uncertainty_score":0.78248227},"labels":[],"label_agreement":null},{"id":"W4414150454","doi":"10.35844/001c.129834","title":"Participatory Visual Methods and the Mobilization of Community Knowledge: Working Towards Community-Derived Disaster Risk Management in the Context of Advancing Climate Change","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Research Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"University of Stirling; UK Research and Innovation","keywords":"Context (archaeology); Stakeholder; Citizen journalism; Community mobilization; Participatory GIS; Participatory action research; Stakeholder engagement; Emergency management; Risk management","score_opus":0.831812155987436,"score_gpt":0.739780122465469,"score_spread":0.09203203352196698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414150454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96318394,0.0051697767,0.024773225,0.0007466627,0.00035092072,0.0015796482,0.000004902978,0.000013809555,0.0041770996],"genre_scores_gemma":[0.9690415,0.0025559624,0.027737908,0.00015723988,0.00009834679,0.00035416483,5.151202e-7,0.000023800356,0.000030509575],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.6246738,0.3701411,0.001992374,0.00022084486,0.0016301186,0.0013417992],"domain_scores_gemma":[0.9561025,0.040420298,0.0009812404,0.00089457596,0.0012929739,0.00030842162],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.40656933,0.00025499475,0.001068152,0.0009246323,0.0020570823,0.00013500213,0.0017661643,0.00018757251,0.000031213287],"category_scores_gemma":[0.03462459,0.0001670882,0.00027440288,0.002645642,0.005560958,0.00047420833,0.0011372691,0.0035359955,0.0000012050108],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014146105,0.0012149098,0.022286365,0.00057004305,0.00032026938,0.000006888814,0.44504145,0.00003421702,0.003270333,0.025863452,0.00007839855,0.49989906],"study_design_scores_gemma":[0.004494077,0.00092750293,0.08994358,0.0013776382,0.0005016651,0.0000023904488,0.84692013,0.0046333675,0.014837318,0.027856674,0.008208976,0.00029670072],"about_ca_topic_score_codex":0.0016626891,"about_ca_topic_score_gemma":0.0019693489,"teacher_disagreement_score":0.49960238,"about_ca_system_score_codex":0.00036780955,"about_ca_system_score_gemma":0.0006056923,"threshold_uncertainty_score":0.9992421},"labels":[],"label_agreement":null},{"id":"W4414168340","doi":"10.1007/s40271-025-00770-6","title":"Using a Timeline Activity in Virtual Concept Elicitation Interviews with Youth: Methods and Lessons Learned from an Interpretive Descriptive Study to Develop a Patient-Reported Outcome Measure (GENDER-Q Youth)","year":2025,"lang":"en","type":"article","venue":"Patient","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Timeline; Photo elicitation; Focus group; Context (archaeology); Prom; Qualitative research; Visual research; Requirements elicitation; Process (computing); Qualitative property","score_opus":0.7766655337969613,"score_gpt":0.6422224312630286,"score_spread":0.13444310253393277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414168340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.840263,0.000046023877,0.1574596,0.00012323014,0.0001844473,0.0015100479,0.00006815508,0.000047041307,0.0002984441],"genre_scores_gemma":[0.9781156,0.000001822738,0.021543022,0.00016223152,0.000016051601,0.00011738621,0.00000953381,0.000020910653,0.00001344055],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98652494,0.010810731,0.0006560698,0.00076234725,0.0007322486,0.0005136689],"domain_scores_gemma":[0.99750286,0.0008268943,0.00028268006,0.00031912586,0.00074071134,0.00032771667],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004586035,0.0002707182,0.0005476327,0.00036909457,0.00033659628,0.00013180258,0.00023198254,0.000098199765,0.000021155116],"category_scores_gemma":[0.011674364,0.00023773022,0.000042131967,0.0015076281,0.000273202,0.00042717537,0.0003043918,0.0003866056,0.0000021050782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067170104,0.0006837685,0.027727105,0.0000033816275,0.00011332573,0.000008083829,0.80638516,0.00013186598,0.0022153948,0.0000668729,0.0000012095002,0.16199215],"study_design_scores_gemma":[0.00087064016,0.0016393486,0.040023748,0.0002505443,0.0001471105,1.2938901e-7,0.9503513,0.002645399,0.003476185,0.0002179655,0.000032251617,0.00034539934],"about_ca_topic_score_codex":0.021993704,"about_ca_topic_score_gemma":0.013537144,"teacher_disagreement_score":0.16164674,"about_ca_system_score_codex":0.0010823325,"about_ca_system_score_gemma":0.000832753,"threshold_uncertainty_score":0.9966507},"labels":[],"label_agreement":null},{"id":"W4414336125","doi":"10.1111/pde.70018","title":"The Koolungar ( <scp> <i>Children</i> </scp> ) Moorditj ( <scp> <i>Strong</i> </scp> ) Healthy Skin Project Part I: Conducting First Nations Research in Pediatric Dermatology","year":2025,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Western Australian Future Health and Innovation Fund, Government of Western Australia; National Health and Medical Research Council; Medical Research Council; Australian Government; Channel 7 Telethon Trust","keywords":"Custodians; Best practice; Alternative medicine; MEDLINE; Developing country","score_opus":0.3191398020740252,"score_gpt":0.5467635663243124,"score_spread":0.22762376425028724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414336125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9140623,0.012784555,0.00033883261,0.010035481,0.0025466746,0.003431781,0.000051391253,0.00039270057,0.05635628],"genre_scores_gemma":[0.97579247,0.017401945,0.00054193626,0.0005811325,0.0018499454,0.001773538,0.000033757504,0.00008273411,0.0019425409],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9766869,0.0139295105,0.0017576512,0.0013734065,0.0018029837,0.0044495515],"domain_scores_gemma":[0.9400652,0.057038344,0.00052390195,0.00096164236,0.0008757692,0.0005351624],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01183746,0.00053316867,0.0009933473,0.0029372587,0.006350045,0.00040595615,0.0022821487,0.00087846734,0.000013085549],"category_scores_gemma":[0.053398024,0.0005039012,0.00026321723,0.010769852,0.0018617919,0.0006000808,0.0008959805,0.002739327,0.00033568757],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000142900535,0.00041129976,0.7481068,0.00032333558,0.00006196486,0.0001381039,0.0054819835,0.000028258004,0.000004054036,0.037361234,0.20760417,0.00046452697],"study_design_scores_gemma":[0.0036343487,0.00022364831,0.054194212,0.00006116127,0.00030061897,0.000296683,0.024090463,0.00054609316,0.00048323802,0.008494481,0.90729374,0.00038133608],"about_ca_topic_score_codex":0.002612757,"about_ca_topic_score_gemma":0.017399464,"teacher_disagreement_score":0.69968957,"about_ca_system_score_codex":0.00064840214,"about_ca_system_score_gemma":0.0065515307,"threshold_uncertainty_score":0.99974126},"labels":[],"label_agreement":null},{"id":"W4414513587","doi":"10.7202/1119816ar","title":"<i>Accessibilité et inclusion dans les méthodes de recherches qualitatives numériques à visée émancipatrice critique : l’adaptation de la méthode photovoix pour des personnes en situation de handicap</i>","year":2025,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Qualitative research; Inclusion (mineral); Loneliness; Context (archaeology)","score_opus":0.7594874789007102,"score_gpt":0.6877479824842991,"score_spread":0.07173949641641109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414513587","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42847234,0.010661704,0.542836,0.0103449905,0.0001309669,0.0005105796,0.000039876166,0.00017345733,0.0068301014],"genre_scores_gemma":[0.4361287,0.0066766106,0.54794323,0.00072205305,0.00035297932,0.00031107324,0.000011337974,0.00008080542,0.0077732215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.66624427,0.32859525,0.0014318095,0.0010115148,0.0011116441,0.0016055388],"domain_scores_gemma":[0.76910466,0.22729017,0.0009147929,0.0005158206,0.0014100122,0.0007645496],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.21365467,0.0007871682,0.0010648601,0.00071253034,0.0014737303,0.00066847703,0.0012880237,0.0017391066,0.00006765666],"category_scores_gemma":[0.24794511,0.00081209134,0.0004940758,0.0024793171,0.003787971,0.0026371155,0.0005838222,0.0021542532,0.00002542285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00047698556,0.0008495556,0.002899876,0.0010702979,0.00023577207,0.00003340726,0.76991117,0.00036771965,0.091757,0.09162826,0.00039538607,0.040374596],"study_design_scores_gemma":[0.0006629061,0.0004005314,0.0065437853,0.0014843843,0.0001691706,0.00000522147,0.48394534,0.0068259495,0.032817025,0.46360406,0.0029847187,0.00055692147],"about_ca_topic_score_codex":0.023687268,"about_ca_topic_score_gemma":0.008719505,"teacher_disagreement_score":0.37197578,"about_ca_system_score_codex":0.009964698,"about_ca_system_score_gemma":0.01067819,"threshold_uncertainty_score":0.9998262},"labels":[],"label_agreement":null},{"id":"W4414513683","doi":"10.7202/1119817ar","title":"<i>Les affordances scientifiques et sociales du photovoix en contexte de santé mentale : perspectives critiques issues de deux projets de recherche</i>","year":2025,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Happening; Ligne; Social justice","score_opus":0.8430387449665081,"score_gpt":0.7421561292739078,"score_spread":0.10088261569260026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414513683","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59930766,0.11336553,0.08882023,0.085666,0.0006878834,0.0016625609,0.00018601138,0.00050625094,0.10979788],"genre_scores_gemma":[0.38100174,0.04731402,0.5276596,0.0018098404,0.00084973965,0.0005624809,0.00000762795,0.00009417684,0.040700756],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7952957,0.2000306,0.0008880326,0.0010048704,0.0009136594,0.0018671134],"domain_scores_gemma":[0.9317673,0.06567563,0.0004359592,0.00042125236,0.0011491403,0.000550718],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17137353,0.00063949695,0.0010005829,0.00039400416,0.001178543,0.0007020476,0.0013216529,0.0012655806,0.0002764557],"category_scores_gemma":[0.11115865,0.0006707226,0.00047733213,0.0019033166,0.007972255,0.0015881733,0.000314978,0.002158022,0.00003497824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014954059,0.0006890021,0.003874063,0.00051998644,0.00031364206,0.000021068929,0.61886525,0.0000027492115,0.021983825,0.32148954,0.0042892643,0.027802058],"study_design_scores_gemma":[0.00043175233,0.00025769178,0.004969807,0.0013897497,0.00012359441,0.000003194157,0.45985183,0.00024512928,0.056207478,0.42521372,0.050783202,0.0005228545],"about_ca_topic_score_codex":0.030081946,"about_ca_topic_score_gemma":0.008974034,"teacher_disagreement_score":0.43883938,"about_ca_system_score_codex":0.013892356,"about_ca_system_score_gemma":0.011878849,"threshold_uncertainty_score":0.9995744},"labels":[],"label_agreement":null},{"id":"W4414630040","doi":"10.1177/14687941251377267","title":"Dilemmas in embodied methods: Towards holistic description in qualitative research","year":2025,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"British Academy","keywords":"Embodied cognition; Qualitative research; Context (archaeology); Closeness; Field (mathematics); Conceptual framework","score_opus":0.9671774531523792,"score_gpt":0.8619748596545497,"score_spread":0.10520259349782957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414630040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5671032,0.002309254,0.023645947,0.013969539,0.00048601997,0.0044106916,0.00005488838,0.00014050501,0.38787994],"genre_scores_gemma":[0.95788926,0.0003616532,0.027857076,0.000078683974,0.00012429936,0.0018364758,0.000010433825,0.000039412684,0.011802732],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.5725784,0.41492218,0.0014378001,0.0014549553,0.005664519,0.003942183],"domain_scores_gemma":[0.9073745,0.08733326,0.00011951929,0.0007943676,0.003728217,0.0006501277],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.43805265,0.00028416095,0.00079742185,0.0054202788,0.0013087721,0.00043870372,0.0014515165,0.00042363338,0.00040723354],"category_scores_gemma":[0.2475392,0.00028926803,0.00013341618,0.014186943,0.0061501423,0.0008359099,0.00070407067,0.0038011016,0.00028969074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030925643,0.0003273605,0.00053616706,0.00011441335,0.00002532509,0.000032261098,0.5107169,0.000004434275,0.0018134622,0.4683335,0.0012382768,0.016548626],"study_design_scores_gemma":[0.00066743337,0.00019603853,0.0046565863,0.000303552,0.0000025371758,7.610303e-8,0.5499932,0.0002612564,0.00091399107,0.42986032,0.012952023,0.00019296323],"about_ca_topic_score_codex":0.0603392,"about_ca_topic_score_gemma":0.025362834,"teacher_disagreement_score":0.390786,"about_ca_system_score_codex":0.004738327,"about_ca_system_score_gemma":0.005179142,"threshold_uncertainty_score":0.9999914},"labels":[],"label_agreement":null},{"id":"W4414845259","doi":"10.30834/kjp.38.1.2025.502","title":"Mental Health Awareness Campaigns: Experiment with Exhibition and Public Participatory Training","year":2025,"lang":"en","type":"article","venue":"Kerala Journal of Psychiatry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Mental health; Context (archaeology); Exhibition; Perception; Citizen journalism; Public health; Mental illness; Credibility","score_opus":0.44861719523750815,"score_gpt":0.5980914924011356,"score_spread":0.14947429716362742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414845259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679956,0.003999589,0.0027801718,0.022679701,0.0010007755,0.00022157293,0.0000032388489,0.000021922153,0.0012974348],"genre_scores_gemma":[0.98997664,0.00015912938,0.00872506,0.0007647429,0.00025505785,0.000016929147,7.613284e-7,0.000010114669,0.00009153583],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99678427,0.0014231966,0.0004562184,0.00016583169,0.0006361692,0.00053431245],"domain_scores_gemma":[0.9988326,0.00012436762,0.00029251236,0.00011102483,0.00015639319,0.00048310033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004357414,0.00011587116,0.0002880239,0.00023596418,0.0007395771,0.00013869007,0.0001828006,0.000057737685,0.0000821135],"category_scores_gemma":[0.00021995057,0.00009575728,0.000062697094,0.00037864532,0.00036962557,0.00043882476,0.000029970925,0.0002626325,0.0000012654069],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006331626,0.0012084671,0.6122828,0.00021651744,0.00043897014,0.000027097703,0.15610762,0.000022225468,0.0014422156,0.17677306,0.016592901,0.034254942],"study_design_scores_gemma":[0.008924394,0.00364584,0.13056889,0.0032619233,0.00012831633,0.0000892591,0.7281854,0.00030737158,0.0012980446,0.032058552,0.09052939,0.0010026018],"about_ca_topic_score_codex":0.00013366326,"about_ca_topic_score_gemma":0.00083439006,"teacher_disagreement_score":0.5720778,"about_ca_system_score_codex":0.00024780096,"about_ca_system_score_gemma":0.0043864907,"threshold_uncertainty_score":0.7781446},"labels":[],"label_agreement":null},{"id":"W4415002491","doi":"10.1177/08933189251387036","title":"(Re)producing d/Discourse as Unobtrusive Control: Identity Enactments of Complicity Among Aerial Acrobats","year":2025,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Photovoice; Identity (music); Complicity; Embodied cognition; Anonymity; Photo elicitation; Value (mathematics); Discourse analysis; Identification (biology)","score_opus":0.2076802397719537,"score_gpt":0.5847384927565535,"score_spread":0.37705825298459983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415002491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9056121,0.000102761056,0.010952291,0.001509654,0.00022310876,0.0012323543,0.000013235489,0.000083691186,0.08027078],"genre_scores_gemma":[0.996235,0.0000824749,0.0013578607,0.0001886963,0.00003061007,0.00015904068,0.000012079492,0.0000093692215,0.001924878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99507976,0.0029364836,0.0004940832,0.00031906852,0.0007033214,0.0004672942],"domain_scores_gemma":[0.9975915,0.00044890333,0.00029708105,0.001286712,0.00025558844,0.00012024026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005455275,0.00014376307,0.00029622647,0.00017869337,0.0008663859,0.0001815374,0.0014440619,0.000074962096,0.00019734766],"category_scores_gemma":[0.00040958967,0.00016021875,0.00010318308,0.0006405534,0.0008239683,0.000793171,0.0002658616,0.00020155113,0.00006297944],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004258342,0.001543234,0.101638146,0.00027699934,0.0010471027,0.000008112826,0.0912974,0.00011740144,0.001753612,0.70606637,0.003533479,0.09229234],"study_design_scores_gemma":[0.0049362495,0.00045443774,0.72260475,0.0005283079,0.0003188309,7.249455e-8,0.1866513,0.0007899641,0.001618128,0.06639067,0.015026867,0.0006804232],"about_ca_topic_score_codex":0.009482587,"about_ca_topic_score_gemma":0.010580818,"teacher_disagreement_score":0.6396757,"about_ca_system_score_codex":0.00025530133,"about_ca_system_score_gemma":0.00008866536,"threshold_uncertainty_score":0.99711335},"labels":[],"label_agreement":null},{"id":"W4415472574","doi":"10.1177/10778004251377389","title":"Doing More-Than-Human Research: Developing Qualitative Research Methods for a Multispecies World","year":2025,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Pierre Elliott Trudeau Foundation; Social Sciences and Humanities Research Council of Canada; Wenner-Gren Foundation; Toronto Metropolitan University","keywords":"Qualitative research; Ethnography; Operationalization; Agency (philosophy); Praxis; Posthumanism; Posthuman; Social research; Situated","score_opus":0.960645825680759,"score_gpt":0.8615111287768875,"score_spread":0.09913469690387144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415472574","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11713382,0.0019700588,0.8000497,0.018287621,0.0012862158,0.005014964,0.00005669744,0.00036579612,0.05583512],"genre_scores_gemma":[0.14246157,0.00007600735,0.8102896,0.0004092873,0.0008170938,0.0035658907,0.000019821891,0.00008239916,0.042278327],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.84610283,0.14600447,0.0011154702,0.0012272374,0.0026997933,0.002850189],"domain_scores_gemma":[0.8342052,0.15849091,0.0002197498,0.0007209379,0.005827494,0.00053571595],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.28224486,0.0003464358,0.0007820526,0.0030980597,0.0062505016,0.0005535908,0.0015187253,0.00028547924,0.00016180862],"category_scores_gemma":[0.122952424,0.00034769546,0.0002589442,0.0077582565,0.012313035,0.0007896078,0.00076537736,0.0017086884,0.0000923802],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116219635,0.00007877709,0.00003778493,0.00013040987,0.0000938884,0.0000028977522,0.49528942,0.0000011496337,0.0037569369,0.4829199,0.0059518707,0.011620745],"study_design_scores_gemma":[0.00042321326,0.00012653667,0.0002600491,0.00033662628,0.000008166262,5.501692e-8,0.5240581,0.000039105555,0.0056711887,0.20424439,0.26458964,0.0002429005],"about_ca_topic_score_codex":0.0035387692,"about_ca_topic_score_gemma":0.004517432,"teacher_disagreement_score":0.27867553,"about_ca_system_score_codex":0.0023859718,"about_ca_system_score_gemma":0.0030058685,"threshold_uncertainty_score":0.9998975},"labels":[],"label_agreement":null},{"id":"W4415622657","doi":"10.7202/1121032ar","title":"Rencontrer, représenter et réfléchir <i>autrement</i> grâce à la BD : une question méthodologique","year":2025,"lang":"fr","type":"article","venue":"Analyses Revue de littératures franco-canadiennes et québécoise","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"ESPACE; Context (archaeology); Verisimilitude","score_opus":0.27789526381137547,"score_gpt":0.5728084112101678,"score_spread":0.2949131473987923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415622657","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10878505,0.040077936,0.016693339,0.08416467,0.0057453928,0.0016245209,0.00032558848,0.00044422585,0.7421393],"genre_scores_gemma":[0.7967668,0.015789118,0.0120832715,0.01879479,0.0017359277,0.00049286964,0.000116386334,0.00014524057,0.15407556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97236305,0.02201342,0.0012486216,0.0014999331,0.0007045316,0.00217045],"domain_scores_gemma":[0.99113166,0.00521867,0.0005604514,0.0013320064,0.0006444959,0.0011126944],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.014507856,0.0008100633,0.0012851615,0.0007690162,0.00073617126,0.00047223674,0.0012491707,0.001153718,0.00030618845],"category_scores_gemma":[0.009677798,0.00084337255,0.000763909,0.0044209594,0.0016771051,0.0009363042,0.00028364628,0.0020916609,0.00007857304],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003149254,0.0005513431,0.0064871907,0.0005482083,0.0008090957,0.000834303,0.012763366,0.0010328332,0.0032603852,0.91143644,0.031901453,0.030060453],"study_design_scores_gemma":[0.0008905748,0.00025227928,0.014345884,0.0016414096,0.00066465215,0.000041881412,0.0031000497,0.0016243578,0.0012136592,0.046866734,0.92849714,0.0008613609],"about_ca_topic_score_codex":0.40376472,"about_ca_topic_score_gemma":0.91993326,"teacher_disagreement_score":0.8965957,"about_ca_system_score_codex":0.0010918856,"about_ca_system_score_gemma":0.0031214454,"threshold_uncertainty_score":0.9994017},"labels":[],"label_agreement":null},{"id":"W4415749089","doi":"10.1007/978-3-032-03833-3_5","title":"Building a Learning System Guided by Client Stories and Evaluation: Dancing with Parkinson’s Stories That Illuminate Pathways to Better Brain Health","year":2025,"lang":"en","type":"book-chapter","venue":"Integrated science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Parks Canada","funders":"","keywords":"Mirroring; Dance; Outreach; Psychological intervention; Flexibility (engineering); Zoom; Schedule; Cognitive reframing; Qualitative research","score_opus":0.3583180881969726,"score_gpt":0.5440735313538042,"score_spread":0.18575544315683162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415749089","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4385267,0.009475112,0.06888998,0.018544482,0.0054151225,0.010809776,0.0003642347,0.001740288,0.44623432],"genre_scores_gemma":[0.87980634,0.00017599198,0.018027771,0.0013923481,0.00031429745,0.00040178865,0.000018358613,0.00009012977,0.099772975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99196315,0.0014504106,0.0005430777,0.0012505107,0.003623877,0.001168998],"domain_scores_gemma":[0.99583167,0.0009884266,0.00045518705,0.00042960158,0.001518643,0.00077644404],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.026501413,0.0004412631,0.00066406466,0.0006234599,0.0030080453,0.00078953424,0.0008871246,0.00021766627,0.00004536129],"category_scores_gemma":[0.005366714,0.00036883596,0.00006004906,0.00095316913,0.0025236516,0.00058260746,0.00030090276,0.00092666363,0.000010286944],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00018832668,0.00004845248,0.0023473192,0.0005632206,0.00015407587,0.000075096315,0.19856088,0.00025915043,0.008384651,0.42249882,0.022775102,0.3441449],"study_design_scores_gemma":[0.00034961052,0.00057916885,0.00026040486,0.00421132,0.00005340841,0.0000064875694,0.036777433,0.0024498217,0.0018623784,0.0008354609,0.95181173,0.0008027797],"about_ca_topic_score_codex":0.0032945855,"about_ca_topic_score_gemma":0.0018807077,"teacher_disagreement_score":0.9290366,"about_ca_system_score_codex":0.0047221663,"about_ca_system_score_gemma":0.0078286035,"threshold_uncertainty_score":0.9998764},"labels":[],"label_agreement":null},{"id":"W4415749102","doi":"10.1007/978-3-032-03833-3_8","title":"What Are We Talking About When We Talk About Spread of Brain Health Interventions: Improving Life in Rugged Landscapes","year":2025,"lang":"en","type":"book-chapter","venue":"Integrated science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada","funders":"","keywords":"Distrust; Psychological intervention; Dance; Indigenous; The Internet; Intervention (counseling); Health care; Key (lock)","score_opus":0.31296468628986945,"score_gpt":0.5511903776673586,"score_spread":0.2382256913774891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415749102","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034833103,0.2742902,0.020875279,0.09874385,0.016863614,0.013061439,0.001157827,0.0015508268,0.53862387],"genre_scores_gemma":[0.37736988,0.037177946,0.008565061,0.0022441694,0.00065318757,0.00040107965,0.000054959437,0.00018540742,0.5733483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993199,0.001126052,0.0013880474,0.0010607718,0.0019880051,0.0012381468],"domain_scores_gemma":[0.9952908,0.0014545799,0.0011449364,0.00062506483,0.00084518595,0.0006393999],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013922516,0.00043078556,0.0010555247,0.0017462078,0.0007808268,0.0008294243,0.0020985566,0.00039354057,0.0006014808],"category_scores_gemma":[0.013405036,0.000398826,0.00034417596,0.0012508455,0.0025920868,0.0015501169,0.00048215376,0.0013448024,0.000026576125],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017941654,0.00038313374,0.0010819066,0.0028322944,0.00015169593,0.000118560856,0.06969007,0.00006410006,0.004583294,0.21145055,0.009753865,0.6997111],"study_design_scores_gemma":[0.002231614,0.001124529,0.0021214911,0.21257564,0.0001295563,0.0000069580037,0.10451166,0.0071271393,0.0033462544,0.09052445,0.573286,0.0030147217],"about_ca_topic_score_codex":0.008530116,"about_ca_topic_score_gemma":0.048541095,"teacher_disagreement_score":0.6966964,"about_ca_system_score_codex":0.0012523676,"about_ca_system_score_gemma":0.008532221,"threshold_uncertainty_score":0.99984634},"labels":[],"label_agreement":null},{"id":"W4415820381","doi":"10.33682/fyu8-eb6u","title":"Inciting Solidarity through Plural Performativity and Pedagogical Aesthetics in Ethnodrama with Marginalized Youth in Toronto","year":2019,"lang":"en","type":"article","venue":"ArtsPraxis","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Plural; Dialogic; Solidarity; Performativity; Politics; Performative utterance; Agency (philosophy); Power (physics); Field (mathematics)","score_opus":0.582731802909241,"score_gpt":0.5964490785217177,"score_spread":0.01371727561247671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415820381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93694204,0.00011107723,0.0000740554,0.0004460833,0.000038577942,0.0003954598,0.000003315007,0.000031802443,0.061957575],"genre_scores_gemma":[0.99774796,0.000055354267,0.0018195509,0.000100693964,0.000028277953,0.000021636877,0.0000014828157,0.000009990887,0.00021505124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682933,0.001431278,0.00024384217,0.00028333755,0.00057160325,0.000640603],"domain_scores_gemma":[0.99913657,0.00039423408,0.000067726876,0.00018885823,0.00006274576,0.00014984548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004388847,0.00013136929,0.00027967806,0.000042264426,0.00018659022,0.000098824814,0.00018149136,0.000117751246,0.000351369],"category_scores_gemma":[0.0008111919,0.000111174835,0.000026897535,0.0002440788,0.00043289844,0.0009254833,0.00012319982,0.00036042466,0.000023063172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020047413,0.00013798945,0.69798833,0.00003443243,0.000004322332,0.000019602285,0.2807751,0.000009340806,0.0001914443,0.017239291,0.0000061098517,0.003393575],"study_design_scores_gemma":[0.0041892924,0.0008902778,0.5021503,0.00027758352,0.000019820842,0.0000052979913,0.47539327,0.0022044706,0.00050034607,0.0055312025,0.008036523,0.00080164726],"about_ca_topic_score_codex":0.03504852,"about_ca_topic_score_gemma":0.13907151,"teacher_disagreement_score":0.19583802,"about_ca_system_score_codex":0.00047872326,"about_ca_system_score_gemma":0.00023932409,"threshold_uncertainty_score":0.9713772},"labels":[],"label_agreement":null},{"id":"W4415957861","doi":"10.1177/2752535x251395360","title":"From Power Over to Power With: The PARTNER Tool for Transformation in Participatory Health Research","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Health Campus; University of Calgary","funders":"","keywords":"Reflexivity; Power (physics); Performative utterance; Transformative learning; Citizen journalism; Participatory action research; Equity (law); Perspective (graphical)","score_opus":0.8880924485925795,"score_gpt":0.782746196341437,"score_spread":0.10534625225114247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415957861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71098906,0.00031704176,0.00093916245,0.2633598,0.0001009911,0.007575936,0.00009825277,0.00007517335,0.016544593],"genre_scores_gemma":[0.9864105,0.00017497763,0.00035232655,0.008545868,0.00018634634,0.0032025229,0.000017115532,0.000034929835,0.0010754312],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9099663,0.07853364,0.0010884705,0.0005872112,0.0043251435,0.0054992214],"domain_scores_gemma":[0.97511333,0.019788263,0.00011872048,0.0019168332,0.0015740597,0.0014887978],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17973424,0.0002363842,0.00058355636,0.0015382656,0.009205962,0.00052491395,0.002601177,0.00022054529,0.00015727805],"category_scores_gemma":[0.029520959,0.00019042716,0.00010673903,0.006041521,0.0025329571,0.0005542899,0.0012328249,0.0044117584,0.000082930615],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0082882745,0.0017606254,0.00242271,0.00041260163,0.000065034445,0.0000023607263,0.58394086,0.000027757245,0.00013587683,0.26975146,0.08178748,0.051404975],"study_design_scores_gemma":[0.0097924685,0.0073903515,0.07415983,0.0008793325,0.0000047541466,1.956799e-7,0.14990836,0.00015331738,0.00020465258,0.07766638,0.67939496,0.00044535825],"about_ca_topic_score_codex":0.3292588,"about_ca_topic_score_gemma":0.30102894,"teacher_disagreement_score":0.5976075,"about_ca_system_score_codex":0.0065457374,"about_ca_system_score_gemma":0.028046565,"threshold_uncertainty_score":0.9978851},"labels":[],"label_agreement":null},{"id":"W4415977046","doi":"10.53967/cje-rce.6469","title":"Mener une recherche-développement qui adopte une approche participative : précautions pour favoriser la dynamique collaborative","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université TÉLUQ","funders":"","keywords":"Context (archaeology); Community participation; Public policy","score_opus":0.49664772009780667,"score_gpt":0.5670488359117702,"score_spread":0.07040111581396358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415977046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6724993,0.0044970284,0.010723027,0.25694695,0.010650765,0.0010647147,0.00010391265,0.000016174203,0.04349814],"genre_scores_gemma":[0.92541796,0.0006338217,0.017317496,0.0012131387,0.00091624155,0.00033992852,0.000036613186,0.000044291974,0.0540805],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893683,0.007450567,0.0010647323,0.00043759853,0.00024258476,0.0014361915],"domain_scores_gemma":[0.9898005,0.0018434399,0.0008529048,0.00042348157,0.0039771292,0.0031025086],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012145176,0.00034069628,0.0005140045,0.0010650962,0.0008735478,0.00025313406,0.0006590986,0.0005440441,0.000429698],"category_scores_gemma":[0.017568756,0.00040975393,0.00017154863,0.006351025,0.0009953644,0.00066116336,0.000022608574,0.0011716479,0.0000377279],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00004564551,0.0005086256,0.006092834,0.00024440888,0.00040386053,0.00003197854,0.59176654,0.00071123865,0.00046465517,0.26073357,0.08693256,0.052064095],"study_design_scores_gemma":[0.00046840313,0.000191525,0.022434292,0.0013757178,0.00040241244,0.000031206742,0.4119079,0.00061225606,0.0005245739,0.069987014,0.49160546,0.00045923045],"about_ca_topic_score_codex":0.19539633,"about_ca_topic_score_gemma":0.86700886,"teacher_disagreement_score":0.67161256,"about_ca_system_score_codex":0.029528921,"about_ca_system_score_gemma":0.14068712,"threshold_uncertainty_score":0.99983543},"labels":[],"label_agreement":null},{"id":"W4416002497","doi":"10.5465/amproc.2025.22468symposium","title":"Integrating Story Telling, Research, and Practice: Advancing Health Equity, Advocacy, and Wellbeing","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Reflexivity; Narrative; Workforce; Health equity; Storytelling; Autoethnography; Equity (law); Health care","score_opus":0.4867940306516406,"score_gpt":0.67115489725146,"score_spread":0.18436086659981943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416002497","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31757167,0.008307635,0.0030477615,0.107736364,0.00016428324,0.00289898,0.0000014576175,0.00024419575,0.56002766],"genre_scores_gemma":[0.93864965,0.010733463,0.044098686,0.0015051535,0.000120463,0.000086684166,2.8285197e-7,0.000020898015,0.004784731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963145,0.0006612885,0.0004041282,0.0005068348,0.0011778023,0.00093544886],"domain_scores_gemma":[0.99723464,0.0019761953,0.00022719984,0.000059516125,0.00021785201,0.00028461145],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.045029033,0.00013338498,0.00026886573,0.0005714563,0.0013342284,0.00019204416,0.0004409298,0.000112466194,0.000008102572],"category_scores_gemma":[0.009181932,0.00013930074,0.000024244495,0.00097132655,0.0010594587,0.0010248516,0.0012750049,0.0008883444,0.000002009659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007781797,0.000074732525,0.0021239754,0.0011473813,0.000067911955,0.0000015269451,0.017416866,8.6093706e-7,0.0010722015,0.6938851,0.009354256,0.2747774],"study_design_scores_gemma":[0.0005638816,0.00027241439,0.00496911,0.0016112301,0.00004640582,0.0000011954462,0.19204858,0.00036662587,0.0012655847,0.079289086,0.71931684,0.00024905615],"about_ca_topic_score_codex":0.00037745174,"about_ca_topic_score_gemma":0.00002198779,"teacher_disagreement_score":0.70996255,"about_ca_system_score_codex":0.00033804215,"about_ca_system_score_gemma":0.00024991593,"threshold_uncertainty_score":0.9999659},"labels":[],"label_agreement":null},{"id":"W4416040196","doi":"10.1007/978-3-031-95060-5_4","title":"Adapting Photovoice: Knowledge Production and Ethics","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Photovoice; Storytelling; Knowledge production; Work (physics); Inclusion (mineral); Production (economics); Power (physics)","score_opus":0.7705218081719087,"score_gpt":0.6701355342991805,"score_spread":0.10038627387272825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416040196","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000071923845,0.0011160477,0.00019983905,0.0011844491,0.0005577282,0.0004349796,0.0000030280544,0.0001261376,0.9963059],"genre_scores_gemma":[0.0018550833,0.0011469147,0.00160455,0.00009364685,0.00057962886,0.000020608246,0.000001314957,0.000018356615,0.99467987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977534,0.0006778662,0.00021839049,0.00043496097,0.0005739813,0.0003414231],"domain_scores_gemma":[0.9975739,0.0015350425,0.0000840365,0.00021326519,0.00040003817,0.00019370318],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008701942,0.00016312022,0.00024396148,0.00016957824,0.00079340057,0.00009098235,0.00018710818,0.0006040333,0.00068203494],"category_scores_gemma":[0.0132242385,0.00016138518,0.000057834368,0.000080296166,0.0007350221,0.00011829873,0.000168798,0.001199848,0.000091666894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010095071,0.0000132180285,0.000039161587,0.00014782931,0.000037173293,0.0000028345025,0.012411781,1.230565e-7,0.00012958443,0.9435997,0.009573341,0.034035135],"study_design_scores_gemma":[0.00003809734,0.000028731656,0.000016647478,0.00035529645,0.000025889993,2.54384e-7,0.0008148031,0.000027366981,0.00026738254,0.023704676,0.9745226,0.00019829214],"about_ca_topic_score_codex":0.00039258224,"about_ca_topic_score_gemma":0.0067252987,"teacher_disagreement_score":0.9649492,"about_ca_system_score_codex":0.00019873807,"about_ca_system_score_gemma":0.0016807765,"threshold_uncertainty_score":0.9950878},"labels":[],"label_agreement":null},{"id":"W4416112502","doi":"10.1177/16094069251394113","title":"Out to See: A Journey to Critical Feminist Polyethnography","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Transformative learning; Autoethnography; Reflexivity; Praxis; Feminism; Feminist philosophy; Critical theory; Accountability; Feminist epistemology; Mentorship","score_opus":0.9450277901770278,"score_gpt":0.8440181596473402,"score_spread":0.10100963052968759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416112502","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021263618,0.0002279118,0.87632614,0.06252122,0.0039904434,0.00021810521,0.000026694828,0.00002304422,0.035402834],"genre_scores_gemma":[0.19957183,0.000018214787,0.79025835,0.0068928287,0.0006996495,0.000029890238,3.796372e-7,0.000015745258,0.0025131274],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97669405,0.01979363,0.00096045306,0.00025458855,0.0017782616,0.0005190473],"domain_scores_gemma":[0.9808597,0.014871603,0.00023003768,0.00016163246,0.0030534677,0.0008235493],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05317802,0.00016003886,0.0004228742,0.0013929902,0.000295499,0.0002958167,0.0013282661,0.00009959073,0.00033084277],"category_scores_gemma":[0.11363339,0.00014736499,0.00030396908,0.0010514862,0.00061704963,0.00030614928,0.0002161827,0.0005199022,0.000061556726],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007192285,0.00030607477,0.0007601311,0.00001486171,0.00052124076,0.00007470237,0.48896697,0.000024916382,0.010790262,0.392315,0.019269453,0.086237155],"study_design_scores_gemma":[0.0005866808,0.00052306196,0.0018288998,0.00040306884,0.00005635032,0.000006607855,0.16958387,0.000029163732,0.010850396,0.12424703,0.691592,0.00029288165],"about_ca_topic_score_codex":0.0001761143,"about_ca_topic_score_gemma":0.00009827079,"teacher_disagreement_score":0.6723225,"about_ca_system_score_codex":0.0004681197,"about_ca_system_score_gemma":0.0010110219,"threshold_uncertainty_score":0.97495246},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4416186804","doi":"10.32920/29873786","title":"Cultivating Community Care: Using Research-Creation &amp; Art-Based Workshops to Explore Care in Queer and Mad/Disabled Communities in Toronto","year":2025,"lang":"","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus group; Thematic analysis; Queer; Narrative; Qualitative research; Narrative inquiry; Community-based participatory research","score_opus":0.7635600205016633,"score_gpt":0.6838408322739571,"score_spread":0.07971918822770618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416186804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91441435,0.0023495553,0.0014545675,0.0007959134,0.00015434239,0.0019910373,0.000013412018,0.00005567767,0.07877112],"genre_scores_gemma":[0.9887502,0.0002539089,0.009211923,0.00027552526,0.000049334816,0.00036410574,0.00003955963,0.000035812955,0.0010196292],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95217025,0.04308882,0.0009947291,0.0004973216,0.001452609,0.001796296],"domain_scores_gemma":[0.9869511,0.0100264,0.00011315398,0.0011015226,0.0012931033,0.0005147063],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02305308,0.00040729975,0.0007489155,0.00088295445,0.0032702812,0.00074956927,0.0011121901,0.0004461174,0.0006911232],"category_scores_gemma":[0.011575712,0.00044676513,0.000089657835,0.0036201961,0.00215466,0.0010356647,0.0013418737,0.0024332085,0.00001575498],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055731536,0.00033342998,0.14394271,0.0006519165,0.000026878211,0.0000049085156,0.82254046,0.0020118107,0.0011740985,0.0038539195,0.0003169516,0.024585564],"study_design_scores_gemma":[0.0011852155,0.00016841633,0.017154776,0.0030024676,0.000014961012,7.766962e-8,0.96569645,0.004845081,0.00071093725,0.0007217959,0.0060997107,0.00040007776],"about_ca_topic_score_codex":0.5539286,"about_ca_topic_score_gemma":0.9212465,"teacher_disagreement_score":0.36731791,"about_ca_system_score_codex":0.009854928,"about_ca_system_score_gemma":0.0021940204,"threshold_uncertainty_score":0.9998682},"labels":[],"label_agreement":null},{"id":"W4416186805","doi":"10.32920/29873786.v1","title":"Cultivating Community Care: Using Research-Creation &amp; Art-Based Workshops to Explore Care in Queer and Mad/Disabled Communities in Toronto","year":2025,"lang":"","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus group; Thematic analysis; Queer; Narrative; Qualitative research; Narrative inquiry; Community-based participatory research","score_opus":0.7635600205016633,"score_gpt":0.6838408322739571,"score_spread":0.07971918822770618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416186805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91441435,0.0023495553,0.0014545675,0.0007959134,0.00015434239,0.0019910373,0.000013412018,0.00005567767,0.07877112],"genre_scores_gemma":[0.9887502,0.0002539089,0.009211923,0.00027552526,0.000049334816,0.00036410574,0.00003955963,0.000035812955,0.0010196292],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95217025,0.04308882,0.0009947291,0.0004973216,0.001452609,0.001796296],"domain_scores_gemma":[0.9869511,0.0100264,0.00011315398,0.0011015226,0.0012931033,0.0005147063],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02305308,0.00040729975,0.0007489155,0.00088295445,0.0032702812,0.00074956927,0.0011121901,0.0004461174,0.0006911232],"category_scores_gemma":[0.011575712,0.00044676513,0.000089657835,0.0036201961,0.00215466,0.0010356647,0.0013418737,0.0024332085,0.00001575498],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055731536,0.00033342998,0.14394271,0.0006519165,0.000026878211,0.0000049085156,0.82254046,0.0020118107,0.0011740985,0.0038539195,0.0003169516,0.024585564],"study_design_scores_gemma":[0.0011852155,0.00016841633,0.017154776,0.0030024676,0.000014961012,7.766962e-8,0.96569645,0.004845081,0.00071093725,0.0007217959,0.0060997107,0.00040007776],"about_ca_topic_score_codex":0.5539286,"about_ca_topic_score_gemma":0.9212465,"teacher_disagreement_score":0.36731791,"about_ca_system_score_codex":0.009854928,"about_ca_system_score_gemma":0.0021940204,"threshold_uncertainty_score":0.9998682},"labels":[],"label_agreement":null},{"id":"W4416199678","doi":"10.37291/2717638x.202563648","title":"Reconnecting and reclaiming Africentricity: Applying Africentric principles and pedagogy in early learning and child care settings","year":2025,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nova Scotia Community College; Mount Saint Vincent University","funders":"Canada Research Chairs","keywords":"Early childhood; Early childhood education; Photovoice; Feeling; Nova scotia; Racism; Cultural competence; Child development","score_opus":0.10148475510869868,"score_gpt":0.506755554817824,"score_spread":0.4052707997091253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416199678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818739,0.01210413,0.00014259311,0.0026708033,0.00020425783,0.0003029722,4.7173097e-7,0.000014719994,0.0026861138],"genre_scores_gemma":[0.9916414,0.0036779046,0.0041554747,0.00017924552,0.00023760814,0.000013272131,4.0361945e-7,0.000009939533,0.0000847668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978902,0.00074043777,0.00043581208,0.00022570652,0.00033543984,0.00037241934],"domain_scores_gemma":[0.998121,0.00095388247,0.0003825722,0.000057993067,0.00027195757,0.00021254536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042016865,0.00011786283,0.0002612448,0.00023256593,0.0010887267,0.00023460426,0.00011418826,0.00011954866,0.0000068179356],"category_scores_gemma":[0.0042180736,0.0001200956,0.000067253844,0.0007107626,0.00014966668,0.0004341503,0.00009374577,0.00076118374,2.490046e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009248249,0.00008725501,0.4522708,0.00012498225,0.00004411633,8.918839e-7,0.4478853,0.000014063452,0.000074030526,0.00086217496,0.00005392986,0.098573186],"study_design_scores_gemma":[0.00045050637,0.000057071244,0.5605757,0.00060646987,0.000052286137,0.000011681763,0.42001602,0.000049567745,0.00011494991,0.0005258194,0.017397974,0.00014191706],"about_ca_topic_score_codex":0.00018649538,"about_ca_topic_score_gemma":0.00006973962,"teacher_disagreement_score":0.10830491,"about_ca_system_score_codex":0.00030296372,"about_ca_system_score_gemma":0.0012384217,"threshold_uncertainty_score":0.8373715},"labels":[],"label_agreement":null},{"id":"W4416290290","doi":"10.1080/26907240.2025.2566529","title":"Illuminating the Impact of a Participatory Art Exhibition for Knowledge Translation in Oncology: A Case Study (Lumière sur les retombées d’une exposition d’art participative pour le transfert des connaissances en oncologie : une étude de cas)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Art Therapy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of British Columbia; Trinity Western University; George & Fay Yee Centre for Healthcare Innovation; Children's Hospital Research Institute of Manitoba; CancerCare Manitoba; Michael Smith Health Research BC; Manitoba Health; SickKids Foundation; University of Manitoba; Research Manitoba; Western University","funders":"Winnipeg Foundation; Manitoba Medical Service Foundation","keywords":"Exposition (narrative); Exhibition; Citizen journalism; Knowledge transfer; Context (archaeology); Participatory culture","score_opus":0.6154183598304691,"score_gpt":0.5999618362809407,"score_spread":0.015456523549528423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416290290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99125063,0.0010464153,0.0024989257,0.0026619085,0.00008972274,0.0010862434,0.000018221283,0.000010325956,0.0013375997],"genre_scores_gemma":[0.9991099,0.00010479723,0.00034686632,0.000045466673,0.00009466428,0.0002155139,0.0000016029442,0.000015180108,0.00006599459],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9938287,0.0044413027,0.000696311,0.00018547013,0.00021330276,0.0006349132],"domain_scores_gemma":[0.9942382,0.004383007,0.00024308493,0.00012724845,0.00063568604,0.00037277184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009413581,0.00017120242,0.00046414972,0.00038695976,0.0007665225,0.000059664042,0.00026152955,0.0001526659,0.00004902025],"category_scores_gemma":[0.0024241374,0.00013580915,0.00022304164,0.0007250124,0.0010184062,0.0003972877,0.0000055787127,0.00035003043,0.0000014372125],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087273796,0.0011608527,0.09318745,0.000046745878,0.00039390623,0.0006224525,0.77247334,0.0010312331,0.011370354,0.0007500245,0.001219325,0.11687159],"study_design_scores_gemma":[0.008020877,0.008017089,0.2717982,0.0006969895,0.00020312757,0.000094139716,0.68422294,0.0037693481,0.010928063,0.00754156,0.004249476,0.00045820107],"about_ca_topic_score_codex":0.043685887,"about_ca_topic_score_gemma":0.7847045,"teacher_disagreement_score":0.7410186,"about_ca_system_score_codex":0.0013219703,"about_ca_system_score_gemma":0.009595286,"threshold_uncertainty_score":0.99601936},"labels":[],"label_agreement":null},{"id":"W4416357552","doi":"10.7202/1121407ar","title":"<i>Photovoice</i>","year":2025,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.25911417855858904,"score_gpt":0.5706475878694367,"score_spread":0.31153340931084766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416357552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6210656,0.014534726,0.00045231718,0.01201433,0.0034647805,0.00053638924,0.000034383585,0.000091241236,0.34780622],"genre_scores_gemma":[0.81523424,0.00048796466,0.00063022616,0.0020465322,0.00047240322,0.00009667188,0.0000026224604,0.000021150987,0.18100818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950457,0.0021370405,0.0004081805,0.0004849661,0.00070126523,0.001222812],"domain_scores_gemma":[0.9978969,0.001080068,0.00009740304,0.00041910328,0.000085508786,0.00042099933],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031194251,0.00024396612,0.00034144262,0.00012536421,0.0010417191,0.000091948175,0.000622267,0.00020098977,0.0029608915],"category_scores_gemma":[0.0010083809,0.0002681624,0.00019116218,0.0011832855,0.0024388903,0.000378606,0.00027724076,0.00037906689,0.0017631004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012695752,0.0011226068,0.07604981,0.00035901606,0.00035532034,0.000089808666,0.039642327,0.000008002137,0.015365603,0.08069077,0.061005488,0.7251843],"study_design_scores_gemma":[0.0004719584,0.00009233134,0.0083243465,0.0002333539,0.00008178062,0.0000011857236,0.008566481,0.00013782596,0.015612514,0.0016393723,0.9645874,0.0002514853],"about_ca_topic_score_codex":0.5410958,"about_ca_topic_score_gemma":0.45094922,"teacher_disagreement_score":0.90358186,"about_ca_system_score_codex":0.003946128,"about_ca_system_score_gemma":0.008136219,"threshold_uncertainty_score":0.99997705},"labels":[],"label_agreement":null},{"id":"W4416434645","doi":"10.1093/oxfordhb/9780197775417.013.0038","title":"Photovoice, Intersectionality, and Migration with Syrian Men","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Photovoice; Disadvantaged; Intersectionality; Refugee; Context (archaeology); Immigration; Hegemony; Disadvantage; Photo elicitation","score_opus":0.24864964832078387,"score_gpt":0.4476507435237277,"score_spread":0.19900109520294382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416434645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045906115,0.000024441384,0.0005436051,0.00008172759,0.000061878294,0.0004350376,0.000047233734,0.0000738766,0.99827313],"genre_scores_gemma":[0.0016005586,0.00020425941,0.0005224721,0.000031168165,0.00006650284,0.0000021509593,0.0000061892233,0.000011740833,0.99755496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985839,0.00028494306,0.000100797915,0.00033649025,0.00044650584,0.00024733474],"domain_scores_gemma":[0.99908674,0.0002387732,0.00010482356,0.00019268192,0.0001775269,0.00019947518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006108069,0.0001682281,0.00021858864,0.00017770777,0.0005234949,0.000082647355,0.00026990767,0.00024456106,0.000082899765],"category_scores_gemma":[0.000059398153,0.00018005507,0.000060131162,0.000016938715,0.0006926165,0.00013818381,0.00021139294,0.00032267047,6.402778e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021170973,0.000009059787,0.000068909205,0.000054229353,0.0001505333,0.000036869675,0.0026084683,6.609935e-7,0.000021074544,0.9880288,0.0026615926,0.0061480785],"study_design_scores_gemma":[0.00025170608,0.00006337042,0.000045760138,0.00014054697,0.000094448515,5.6713714e-7,0.0006770592,0.00002450162,0.00006905784,0.0015935181,0.99685967,0.00017978388],"about_ca_topic_score_codex":0.0022104133,"about_ca_topic_score_gemma":0.0063814013,"teacher_disagreement_score":0.9941981,"about_ca_system_score_codex":0.0002982639,"about_ca_system_score_gemma":0.00042778798,"threshold_uncertainty_score":0.7342432},"labels":[],"label_agreement":null},{"id":"W4416632357","doi":"10.7202/1121561ar","title":"Gemes Juno, 2024, Until Justice Comes: Photographs 1970-2024. Perth, Upswell, 325 p.","year":2025,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economic Justice; Subject (documents); Object (grammar); Perspective (graphical); Criticism","score_opus":0.6924870774524626,"score_gpt":0.7477183155323733,"score_spread":0.055231238079910705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416632357","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016397933,0.057005186,0.005341601,0.16014373,0.12263651,0.0017243924,0.0002155308,0.000613339,0.6359218],"genre_scores_gemma":[0.21971746,0.15951936,0.005319984,0.007930995,0.001118242,0.00032815005,0.000025413598,0.000114911745,0.6059255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9859186,0.0075153024,0.0010210385,0.0013723868,0.0014405828,0.0027320983],"domain_scores_gemma":[0.9906436,0.0068280585,0.00024706335,0.0010634207,0.00056698144,0.0006508714],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.007586965,0.0007685472,0.0012045524,0.00049171323,0.0028352658,0.00044607336,0.0017897412,0.0011234318,0.115306534],"category_scores_gemma":[0.008860689,0.00077660347,0.00078261434,0.003918337,0.015734013,0.00086916494,0.0009471232,0.0019615332,0.0011915746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113231414,0.0010749483,0.004165999,0.00065554795,0.0006501576,0.00017135717,0.009282684,0.00001959015,0.0004903538,0.086973295,0.82753974,0.068863116],"study_design_scores_gemma":[0.0008630571,0.00035649884,0.0008785334,0.00032006277,0.000758305,0.0000023051289,0.18504667,0.00066696707,0.0013206806,0.021017518,0.7880345,0.0007349191],"about_ca_topic_score_codex":0.013582516,"about_ca_topic_score_gemma":0.002252028,"teacher_disagreement_score":0.20331952,"about_ca_system_score_codex":0.00062435935,"about_ca_system_score_gemma":0.0025606544,"threshold_uncertainty_score":0.9995861},"labels":[],"label_agreement":null},{"id":"W4416743093","doi":"10.1088/1742-6596/3140/12/122010","title":"Beyond comfort, towards well-being: Using Photovoice to assess the collective dimensions of inhabitant well-being in a multi-unit residential building context","year":2025,"lang":"","type":"article","venue":"Journal of Physics Conference Series","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Photovoice; Context (archaeology); Data collection; Photo elicitation; Contextual design","score_opus":0.35266684923666264,"score_gpt":0.5382829537918933,"score_spread":0.18561610455523064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416743093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9234298,0.00020687867,0.06489752,0.001161227,0.0013475913,0.0011061322,0.000015153206,0.000011932881,0.007823746],"genre_scores_gemma":[0.9916893,0.00030166048,0.006680297,0.0002286883,0.00022608625,0.000023244798,4.414994e-7,0.000033179684,0.0008171023],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9898397,0.004669857,0.001980587,0.00050369557,0.0018758485,0.0011303672],"domain_scores_gemma":[0.99181795,0.0027605346,0.0015214665,0.0004687016,0.0029771288,0.00045420663],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008238444,0.000501584,0.0014735089,0.00068839476,0.0014933292,0.0006079404,0.0014961085,0.000253419,0.00012006375],"category_scores_gemma":[0.005030972,0.0003977273,0.00042660238,0.003940523,0.0019471553,0.0017281838,0.00084290374,0.0016422324,0.0000036676233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002288604,0.0012486735,0.017369322,0.00035284343,0.0010136494,0.00017400901,0.20648076,0.0029348335,0.47206292,0.28237334,0.00018647562,0.013514582],"study_design_scores_gemma":[0.0019398862,0.0009156208,0.0074511687,0.0038174342,0.00045251963,0.000011750271,0.11429607,0.0064132614,0.7414072,0.12132368,0.001352219,0.0006191688],"about_ca_topic_score_codex":0.0029854816,"about_ca_topic_score_gemma":0.0035566022,"teacher_disagreement_score":0.2693443,"about_ca_system_score_codex":0.00092699827,"about_ca_system_score_gemma":0.010509833,"threshold_uncertainty_score":0.9998475},"labels":[],"label_agreement":null},{"id":"W4416764439","doi":"10.17645/mac.11076","title":"Counter-Mapping: Visual Strategies for Alternative Imaginaries","year":2025,"lang":"en","type":"article","venue":"Media and Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; York University; Lakehead University","keywords":"Bespoke; Mainstream; Semiotics; Hegemony; Grassroots; Government (linguistics); Casual; Social semiotics; Visual culture","score_opus":0.43776773635349353,"score_gpt":0.6289249766865366,"score_spread":0.19115724033304304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416764439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7292647,0.0050112414,0.13668974,0.019904552,0.00047948278,0.0011749781,0.00001533101,0.00016519862,0.107294776],"genre_scores_gemma":[0.99572504,0.00058477715,0.0029993565,0.0001363571,0.00003617774,0.00016274863,0.0000072649946,0.0000029030539,0.00034536468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988783,0.00061244454,0.00010509277,0.00009243538,0.0001486575,0.0001630912],"domain_scores_gemma":[0.997999,0.001580432,0.00003799041,0.0001597262,0.0001727234,0.000050112514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678182,0.000048079466,0.0000878284,0.000066277025,0.00053265964,0.00017070433,0.0002639308,0.00003547383,0.000012436181],"category_scores_gemma":[0.0012892578,0.000047128953,0.00001827844,0.00015073827,0.0006627203,0.00028097027,0.000083272054,0.00008675229,0.0000019883787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000391372,0.00006137787,0.0038719708,0.000027141296,0.00002771859,2.2130702e-7,0.096060686,0.0000012259328,0.0009575396,0.8578996,0.0008769503,0.040176425],"study_design_scores_gemma":[0.00057412585,0.000056882327,0.013956727,0.00009811019,0.000021351594,1.0071796e-7,0.15763828,0.0034019896,0.0010702981,0.5372369,0.28579444,0.000150738],"about_ca_topic_score_codex":0.00068877457,"about_ca_topic_score_gemma":0.0007750592,"teacher_disagreement_score":0.32066265,"about_ca_system_score_codex":0.000051879702,"about_ca_system_score_gemma":0.00029596256,"threshold_uncertainty_score":0.40968412},"labels":[],"label_agreement":null},{"id":"W4416773880","doi":"10.1177/16094069251404341","title":"Stories, Arts, and Equity: Intergenerational Qualitative Methods for Inclusive Public Health Research","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canada Research Chairs; Faculty of Medicine, University of British Columbia","keywords":"Qualitative research; Public health; Health equity; Participatory action research; Social determinants of health; Photovoice; Storytelling; Citizen journalism; Visual research; Social inequality","score_opus":0.9876139991736443,"score_gpt":0.8883920435743571,"score_spread":0.09922195559928726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416773880","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023096553,0.0031867288,0.90450364,0.08276977,0.0022857431,0.00055631663,0.00006463721,0.000018936544,0.004304566],"genre_scores_gemma":[0.019440884,0.0004998381,0.97559386,0.0014186383,0.0007940675,0.00014453602,0.000011890097,0.000023042594,0.0020732454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.80713373,0.18557572,0.0022291234,0.00063395663,0.0031551796,0.001272269],"domain_scores_gemma":[0.91489506,0.07112084,0.0009806628,0.0002050216,0.01212442,0.0006740164],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3739022,0.00022304003,0.000709939,0.0015951646,0.0011689737,0.0004885245,0.0012424395,0.00016167013,0.00012586467],"category_scores_gemma":[0.17948091,0.00020653532,0.0002462653,0.0011335236,0.0021344796,0.0009645589,0.0007400221,0.00090980873,0.0000023345642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018222042,0.00011340614,0.000014684688,0.00002407624,0.0003873186,0.0000019264307,0.30617952,0.0000020249774,0.0014042612,0.45115283,0.003636653,0.23690107],"study_design_scores_gemma":[0.0006440286,0.00035534787,0.00006314041,0.00010648863,0.000012108837,0.0000023970815,0.260348,0.00019828093,0.001402253,0.35543025,0.38131732,0.000120381206],"about_ca_topic_score_codex":0.0005315796,"about_ca_topic_score_gemma":0.00033250757,"teacher_disagreement_score":0.37768066,"about_ca_system_score_codex":0.0024516908,"about_ca_system_score_gemma":0.006820856,"threshold_uncertainty_score":0.9988096},"labels":[],"label_agreement":null},{"id":"W4416816679","doi":"10.1177/16094069251404191","title":"Photovoice Methods Informing Participatory Action Research Involving Older Adults in Canada: A Scoping Review Protocol","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canada Mortgage and Housing Corporation; Ontario Council of University Libraries; York University; University of Toronto","funders":"Social Science Research Council","keywords":"Photovoice; Participatory action research; Inclusion (mineral); Data collection; Community-based participatory research; Systematic review; Protocol (science); Citizen journalism","score_opus":0.9509444930007419,"score_gpt":0.8449122652283633,"score_spread":0.10603222777237864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416816679","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07534176,0.017139027,0.7126474,0.020005586,0.007513863,0.1433739,0.000022910257,0.00009407049,0.023861514],"genre_scores_gemma":[0.026480252,0.0019612345,0.9200911,0.00286253,0.00067381357,0.047216635,0.000002143635,0.000054186246,0.0006581371],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.8979748,0.09543936,0.0023315465,0.00037129945,0.0029988622,0.00088416366],"domain_scores_gemma":[0.96803415,0.026057066,0.0009186186,0.00021576218,0.004459023,0.00031538846],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19104397,0.00018481353,0.0006620086,0.0010472116,0.00031215083,0.00011654606,0.0011000229,0.00010160396,0.00026185607],"category_scores_gemma":[0.10711029,0.00017205831,0.00015741712,0.0016789061,0.0004569898,0.0009824915,0.00024043875,0.0012375093,0.0000029596094],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011799847,0.00039805553,0.0031598234,0.006039892,0.00045297403,0.00015003874,0.19835915,0.000054346634,0.00434295,0.014020798,0.0020207663,0.7698212],"study_design_scores_gemma":[0.0063226256,0.00044562438,0.0126414485,0.30361935,0.00011313541,0.00001977157,0.49830797,0.0020884532,0.057990275,0.02946057,0.087876074,0.0011147086],"about_ca_topic_score_codex":0.34435603,"about_ca_topic_score_gemma":0.4708141,"teacher_disagreement_score":0.7687065,"about_ca_system_score_codex":0.004649572,"about_ca_system_score_gemma":0.018526865,"threshold_uncertainty_score":0.9991714},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"split"},{"id":"W4416914701","doi":"10.7202/1121858ar","title":"Remediating Toxic Images: Relating Practices for Representational and Environmental Justice","year":2025,"lang":"en","type":"article","venue":"RACAR Revue d art canadienne","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economic Justice; Context (archaeology); Intentionality; Identity (music)","score_opus":0.3473588185492465,"score_gpt":0.567136417660115,"score_spread":0.21977759911086853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416914701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96128964,0.0003693039,0.0016004628,0.00447651,0.0004857689,0.0007367532,0.00006257641,0.000046650446,0.030932348],"genre_scores_gemma":[0.95813835,0.00013194003,0.013499515,0.00032741987,0.0005006468,0.00015646899,0.000029994724,0.000015078174,0.027200582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825144,0.00050908024,0.00023374458,0.00031864984,0.00017671732,0.00051039935],"domain_scores_gemma":[0.9959267,0.0033971895,0.00021843002,0.00014865241,0.000046575467,0.00026245718],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037327462,0.00008388818,0.00013764839,0.0001011632,0.00093857985,0.000082131875,0.00014723191,0.00006853058,0.000069622714],"category_scores_gemma":[0.02680013,0.00009821863,0.000039073595,0.00019585542,0.00025120206,0.00038716212,0.000065260545,0.00017408268,0.000008948382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031749823,0.00029380497,0.14692082,0.0011453517,0.00037175146,0.00013710263,0.084530875,0.00036284394,0.0789504,0.35292962,0.029610274,0.30442965],"study_design_scores_gemma":[0.0009976409,0.00013369208,0.017502004,0.00022003619,0.00028394742,0.000007267795,0.070388936,0.010784329,0.0019962033,0.0067008436,0.89053786,0.00044723973],"about_ca_topic_score_codex":0.0027816936,"about_ca_topic_score_gemma":0.014677683,"teacher_disagreement_score":0.8609276,"about_ca_system_score_codex":0.00033123596,"about_ca_system_score_gemma":0.0002665007,"threshold_uncertainty_score":0.98139757},"labels":[],"label_agreement":null},{"id":"W4417013003","doi":"10.1177/14767503251403419","title":"(En)tangled Ethics and Relational Mobilities: Reflections on Decolonial Feminist Digital Participatory Action Research","year":2025,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Participatory action research; Photovoice; Context (archaeology); Information ethics; Injustice; Action research; Economic Justice; Transformative learning; Environmental justice","score_opus":0.9574130976057788,"score_gpt":0.8070116774074508,"score_spread":0.15040142019832792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417013003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8186025,0.00008347893,0.0005559544,0.013146158,0.0007375882,0.0011310438,0.000024203577,0.00017833713,0.16554077],"genre_scores_gemma":[0.9733938,0.00027128792,0.00022363909,0.0001323509,0.00046541917,0.0006375828,0.0000069014336,0.000021298438,0.024847737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9764795,0.0176105,0.00040471018,0.0006895258,0.0034487003,0.0013670846],"domain_scores_gemma":[0.96576023,0.03174787,0.00005230461,0.00042624932,0.0015400473,0.0004732993],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05166067,0.00014724939,0.00020586188,0.0012463146,0.0069921557,0.0006654208,0.00036304956,0.00056494,0.00041243059],"category_scores_gemma":[0.07292402,0.0001562179,0.0000754002,0.0027794295,0.0030761592,0.00070185895,0.00026706667,0.0047490606,0.0002883553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017898516,0.0012980141,0.026922558,0.00022564507,0.00018121299,0.000028678227,0.07148416,0.00008969692,0.0057790675,0.82064706,0.02348842,0.048065655],"study_design_scores_gemma":[0.00063196046,0.00067101326,0.026479075,0.00013172437,0.000011719155,0.0000018468222,0.08673615,0.000513507,0.001992701,0.045872144,0.83672416,0.00023400344],"about_ca_topic_score_codex":0.0016085297,"about_ca_topic_score_gemma":0.0046466514,"teacher_disagreement_score":0.81323576,"about_ca_system_score_codex":0.0021208613,"about_ca_system_score_gemma":0.003935693,"threshold_uncertainty_score":0.9996369},"labels":[],"label_agreement":null},{"id":"W4417102456","doi":"10.1177/16094069251406154","title":"Reflections From Participants Who Participated in a Photovoice Study: The Importance of Flexibility and Individualization","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Trillium Health Centre; University of Toronto","funders":"Heart and Stroke Foundation of Canada","keywords":"Photovoice; Flexibility (engineering); Qualitative research; Focus group; Participant observation; Perception; Theme (computing); Photo elicitation","score_opus":0.9532401214793264,"score_gpt":0.8217988344980192,"score_spread":0.1314412869813072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417102456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94839615,0.0004006656,0.04782677,0.0016738363,0.0003842346,0.00032929625,0.00001829024,0.0000067260817,0.0009640504],"genre_scores_gemma":[0.9746092,0.00007405841,0.024936503,0.00018842745,0.00006112873,0.000040622734,8.5417633e-7,0.0000053977333,0.000083794665],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9674442,0.030055718,0.0011231394,0.0002046817,0.00091052015,0.00026176055],"domain_scores_gemma":[0.9874983,0.010430503,0.0006297087,0.00015257896,0.0011874571,0.00010148941],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049864344,0.00009907633,0.00035169462,0.0003276352,0.00015369712,0.000069894624,0.0005012278,0.00006024919,0.00007468863],"category_scores_gemma":[0.037473004,0.000075493524,0.000072348776,0.00087117177,0.0006745094,0.00033797708,0.00011344415,0.0003181329,5.0378424e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053282187,0.00068852317,0.3469118,0.000008046944,0.00066700665,0.000010931044,0.61198986,0.00008517226,0.0042351275,0.02249812,0.000058278925,0.012314327],"study_design_scores_gemma":[0.0015881782,0.00027533303,0.5236318,0.00019196898,0.00012757546,5.5276024e-7,0.28934455,0.0006148168,0.007839242,0.17300957,0.0032385353,0.00013784312],"about_ca_topic_score_codex":0.0028427597,"about_ca_topic_score_gemma":0.007168301,"teacher_disagreement_score":0.3226453,"about_ca_system_score_codex":0.0002414276,"about_ca_system_score_gemma":0.0005483015,"threshold_uncertainty_score":0.9783646},"labels":[{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":["metaresearch","open_science"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4417104432","doi":"10.1177/19408447251403487","title":"Taking It to the Streets: Participatory Action Research Through Participatory Theatrical Dissemination","year":2025,"lang":"en","type":"article","venue":"International Review of Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Citizen journalism; Participatory action research; Action (physics); Order (exchange); Participatory GIS; Action research","score_opus":0.9611337955597639,"score_gpt":0.8544677237315016,"score_spread":0.10666607182826227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417104432","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12731507,0.036954675,0.015840858,0.4368379,0.0017378335,0.007057969,0.00013325135,0.00012481057,0.37399763],"genre_scores_gemma":[0.97632575,0.014959758,0.0008049388,0.0010590504,0.0003612012,0.0016627449,0.0000098304845,0.000020749267,0.004795989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.93447596,0.054958392,0.0011701176,0.0006818651,0.007368864,0.0013447981],"domain_scores_gemma":[0.960423,0.032265846,0.00023534555,0.0006145748,0.0061620097,0.00029924946],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14129178,0.0001632467,0.00039813863,0.0006815343,0.0012763032,0.00015791135,0.0017182777,0.00012375659,0.0012853799],"category_scores_gemma":[0.16403632,0.00012460854,0.0001824579,0.0039994526,0.0021569561,0.0005099027,0.0005692067,0.0011928816,0.00034890542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020836541,0.0005005795,0.00086109113,0.0014891562,0.00021074762,0.000008003366,0.15471642,0.000009927172,0.0013144118,0.58829516,0.14123754,0.11114859],"study_design_scores_gemma":[0.00020503464,0.0002235544,0.0035586827,0.009360604,0.000028052687,2.8516007e-7,0.1470491,0.00019015138,0.0032507887,0.026193552,0.80974716,0.00019306008],"about_ca_topic_score_codex":0.0016888311,"about_ca_topic_score_gemma":0.000942356,"teacher_disagreement_score":0.84901065,"about_ca_system_score_codex":0.0013698497,"about_ca_system_score_gemma":0.0016921932,"threshold_uncertainty_score":0.9996276},"labels":[],"label_agreement":null},{"id":"W4417149803","doi":"10.3224/ijar.v21i2.01","title":"Editorial: Action Research in a Fluent and Unpredictable World","year":2025,"lang":"en","type":"article","venue":"IJAR – International Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Action research; Fluent; Key (lock)","score_opus":0.8146192358822589,"score_gpt":0.7737470170810322,"score_spread":0.04087221880122671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417149803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7805865,0.00085276447,0.0010526911,0.041855074,0.09757977,0.00093927,0.000010970293,0.00004931198,0.077073686],"genre_scores_gemma":[0.96449673,0.0019521759,0.00044729555,0.00005071709,0.025217863,0.000038300885,0.0000011065472,0.000012560227,0.007783279],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872727,0.005969826,0.00053599675,0.00024989175,0.0053074467,0.00066416303],"domain_scores_gemma":[0.9911601,0.003670445,0.0001236311,0.00014407148,0.0046170885,0.00028468345],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.046995547,0.00008315295,0.00019070927,0.0039342176,0.0005245237,0.00047679583,0.0007708131,0.00014675202,0.00029636998],"category_scores_gemma":[0.010339051,0.00008078188,0.000065489185,0.002295618,0.0007743904,0.0009465547,0.0002598122,0.0020793003,0.00002555681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035822082,0.0011985723,0.06421874,0.00009848006,0.00037535222,0.0001727812,0.0067056688,0.00020989716,0.032030493,0.06788811,0.6206248,0.2028949],"study_design_scores_gemma":[0.00086584105,0.00013751874,0.010323521,0.00027852991,0.000004161685,0.0000033633742,0.0076470263,0.00025156932,0.0032778273,0.017188443,0.9599528,0.000069409536],"about_ca_topic_score_codex":0.003943727,"about_ca_topic_score_gemma":0.0048985607,"teacher_disagreement_score":0.339328,"about_ca_system_score_codex":0.002055009,"about_ca_system_score_gemma":0.0020531998,"threshold_uncertainty_score":0.9979973},"labels":[],"label_agreement":null},{"id":"W4417167808","doi":"10.1186/s40900-025-00824-x","title":"Developing and applying the ‘Participatory Research to Action Framework’ for meaningful engagement of experts-by-experience in applied health services research: a case study approach","year":2025,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; University of Waterloo","funders":"","keywords":"Component (thermodynamics); Participatory action research; Action (physics); Key (lock); Action research; Health services","score_opus":0.9398145960422919,"score_gpt":0.7386556726216275,"score_spread":0.20115892342066444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417167808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970756,0.0010300776,0.010078811,0.0018190333,0.000085093045,0.014973504,0.000004933755,0.000035853376,0.0012167143],"genre_scores_gemma":[0.9671476,0.0007187,0.0073429593,0.00019375356,0.0000790368,0.024348311,0.0000026029647,0.000023402803,0.00014365898],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96879655,0.022642963,0.0008603804,0.0011456407,0.004045613,0.0025088708],"domain_scores_gemma":[0.9896895,0.008343481,0.00008596963,0.0006067196,0.0007813372,0.0004929439],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.18565567,0.00021226755,0.0004094097,0.0013864236,0.00621679,0.0004726608,0.00079743244,0.000117355776,0.000015085372],"category_scores_gemma":[0.003046551,0.00017938657,0.000034875164,0.0033120394,0.0012764678,0.00021569019,0.0017899218,0.0016197078,0.0000017866578],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034966768,0.0012811754,0.010477431,0.0013596726,0.00012157423,0.000023410965,0.7708907,0.000031321517,0.0023234994,0.11095053,0.00097023614,0.101220794],"study_design_scores_gemma":[0.0006729218,0.00055804127,0.0007455609,0.00037235345,0.0000055326527,2.8946477e-7,0.951285,0.0007069297,0.0020742493,0.005705219,0.037717108,0.00015677542],"about_ca_topic_score_codex":0.013100154,"about_ca_topic_score_gemma":0.0061003687,"teacher_disagreement_score":0.18260911,"about_ca_system_score_codex":0.0014705729,"about_ca_system_score_gemma":0.001113685,"threshold_uncertainty_score":0.99507695},"labels":[],"label_agreement":null},{"id":"W4417215745","doi":"10.1177/14767503251400127","title":"Moving at the Speed of Trust: A Strengths-Based Analysis of a Participatory Storytelling Project with and for Criminalized Peoples","year":2025,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Simon Fraser University; University of British Columbia","funders":"Vancouver Foundation","keywords":"Storytelling; Participatory action research; Citizen journalism; Dignity; Action (physics); Action research; Process (computing)","score_opus":0.7732323890232448,"score_gpt":0.7031421030833713,"score_spread":0.07009028593987343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417215745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557894,0.00022017032,0.002198783,0.0003737833,0.000021737798,0.00080100266,0.00001396025,0.000013639909,0.0007780063],"genre_scores_gemma":[0.99772435,0.00008873792,0.00073701,0.000012851737,0.000017699222,0.0001727645,0.0000024510482,0.0000070178603,0.0012371204],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9951734,0.0028872634,0.00025918597,0.00025147822,0.0009822905,0.00044638978],"domain_scores_gemma":[0.98941875,0.009391134,0.00011253392,0.0002703393,0.0007211565,0.00008607601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01222859,0.00007564545,0.0002854292,0.0008238691,0.00073196954,0.000043584478,0.00022158575,0.00006606627,0.000097334414],"category_scores_gemma":[0.00830263,0.000054030064,0.00009736301,0.0026162618,0.0013045421,0.00009511101,0.00006854311,0.0001879993,4.38339e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012899513,0.0012548672,0.622283,0.0026161238,0.0046386183,0.0000063705515,0.13690798,0.0051674466,0.11818445,0.023143867,0.0016896733,0.07120811],"study_design_scores_gemma":[0.0040102433,0.0016046703,0.17579351,0.00050435215,0.0028743902,2.4902417e-7,0.2953929,0.21620281,0.26845068,0.00079115236,0.03388554,0.0004895311],"about_ca_topic_score_codex":0.005212484,"about_ca_topic_score_gemma":0.017042708,"teacher_disagreement_score":0.44648945,"about_ca_system_score_codex":0.00021185131,"about_ca_system_score_gemma":0.0015532756,"threshold_uncertainty_score":0.99396235},"labels":[],"label_agreement":null},{"id":"W4417343026","doi":"10.5194/ica-abs-10-281-2025","title":"Children’s cognitive story mapping: integrating child care work practice, art creation and cartography","year":2025,"lang":"en","type":"article","venue":"Abstracts of the ICA","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Cognition; Work (physics); Child care; Cognitive development; Child development","score_opus":0.11074508346259167,"score_gpt":0.514666101940348,"score_spread":0.40392101847775636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417343026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7426644,0.0010666592,0.00010274748,0.00426235,0.00020592524,0.00057627365,0.000010266852,0.000037958933,0.25107342],"genre_scores_gemma":[0.9983863,0.000076242875,0.000770861,0.00023062673,0.00006893823,0.000024845956,0.0000031633929,0.000006218458,0.00043279416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978123,0.0011024829,0.00020563687,0.00019749235,0.0004217552,0.00026036234],"domain_scores_gemma":[0.99740124,0.0018749781,0.00019883523,0.00017156637,0.00026016193,0.00009320829],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021519158,0.000094609495,0.00014765334,0.00012707534,0.0007444771,0.00006998281,0.00023518066,0.0000912393,0.00001462845],"category_scores_gemma":[0.012513394,0.00007559076,0.00007753549,0.0005987472,0.00068918866,0.00024952844,0.0000926712,0.00042143345,0.000005335017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005130157,0.0007541848,0.4748073,0.0002306804,0.0010455314,0.000012302443,0.22159433,0.00007603059,0.0012335705,0.035394896,0.010514134,0.25382403],"study_design_scores_gemma":[0.0002454295,0.00003362452,0.91046774,0.00055464054,0.00008164582,6.2263405e-7,0.038854912,0.000001885082,0.0013653495,0.00048023183,0.047801837,0.00011204696],"about_ca_topic_score_codex":0.0007074561,"about_ca_topic_score_gemma":0.00049372535,"teacher_disagreement_score":0.43566048,"about_ca_system_score_codex":0.000065793494,"about_ca_system_score_gemma":0.00025508917,"threshold_uncertainty_score":0.9958046},"labels":[],"label_agreement":null},{"id":"W4417422357","doi":"10.7577/rerm.6149","title":"Becoming Scholars with Data","year":2025,"lang":"","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Douglas College","funders":"","keywords":"Humanism; Work (physics); Data collection; Creativity; Lived experience","score_opus":0.9682241828652536,"score_gpt":0.780044972675891,"score_spread":0.18817921018936257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417422357","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2740317,0.043822832,0.058263123,0.20233469,0.012181215,0.006571304,0.0004303302,0.00023766136,0.40212715],"genre_scores_gemma":[0.24416164,0.0058418154,0.60855204,0.0023610538,0.0039006462,0.0010857661,0.0002506946,0.00019508706,0.13365127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.86355835,0.124134555,0.0014807871,0.0030784258,0.0037297676,0.0040180823],"domain_scores_gemma":[0.81485546,0.17651528,0.0004015877,0.0034786619,0.0034704003,0.0012786142],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.17163208,0.00053480157,0.0011792347,0.0022096895,0.0044002985,0.0008676405,0.0064877393,0.0007961015,0.009542218],"category_scores_gemma":[0.2728316,0.00052881584,0.00015539615,0.007102894,0.0107990885,0.0018337261,0.0030012005,0.0042371284,0.0007561625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000615079,0.0010202355,0.016976457,0.000365667,0.0009134613,0.000016599712,0.03832536,0.00003061931,0.0026486458,0.7334306,0.06352574,0.14213154],"study_design_scores_gemma":[0.0012906948,0.00040391693,0.01042155,0.001158738,0.00015752981,0.000013403588,0.11626164,0.00084342086,0.0014376602,0.08385605,0.7833645,0.0007909247],"about_ca_topic_score_codex":0.0056839217,"about_ca_topic_score_gemma":0.0033244856,"teacher_disagreement_score":0.71983874,"about_ca_system_score_codex":0.0020475762,"about_ca_system_score_gemma":0.034758095,"threshold_uncertainty_score":0.99971634},"labels":[],"label_agreement":null},{"id":"W4417436628","doi":"10.35502/jcswb.500","title":"Engaging women in health and justice research: A North Wales multi-agency approach","year":2025,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Public Health Wales; World Health Organization","keywords":"Economic Justice; Face (sociological concept); Criminal justice; Process (computing); Social justice; Population; Population health; Health equity","score_opus":0.49211626347907533,"score_gpt":0.5976738140740127,"score_spread":0.10555755059493732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417436628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97399324,0.0013412,0.0038829201,0.002608242,0.000084489984,0.00020759269,6.851624e-7,0.000010295175,0.017871305],"genre_scores_gemma":[0.99033684,0.005804466,0.0031449767,0.00028327026,0.000058349822,0.0000045508527,4.6893638e-7,0.0000066108637,0.0003604816],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97700775,0.020994676,0.0005875522,0.00009455239,0.0005617176,0.00075375923],"domain_scores_gemma":[0.9938141,0.00505145,0.00017726234,0.00019417204,0.0002412208,0.00052176043],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.061452035,0.0000978412,0.0003604583,0.0005240389,0.0030773378,0.00012142417,0.0004675605,0.000072446994,0.000008220565],"category_scores_gemma":[0.00869137,0.000092266826,0.00003734055,0.00087859813,0.00064627914,0.0003908452,0.00033628233,0.0026145722,7.7282215e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041773584,0.0005035631,0.07788027,0.0008073645,0.00006122485,0.000017167551,0.81677693,0.00013961036,0.000067334455,0.018377297,0.000088583605,0.084862925],"study_design_scores_gemma":[0.0020802603,0.00044091808,0.32405245,0.0008790257,0.000022777407,0.000009684714,0.60662997,0.0026052708,0.000027542605,0.023602027,0.039415393,0.00023467216],"about_ca_topic_score_codex":0.0023634434,"about_ca_topic_score_gemma":0.0015838976,"teacher_disagreement_score":0.24617219,"about_ca_system_score_codex":0.00047043982,"about_ca_system_score_gemma":0.0010201135,"threshold_uncertainty_score":0.9996864},"labels":[],"label_agreement":null},{"id":"W4417526109","doi":"10.25071/1929-8471.166","title":"Benefits of Readers Theatre: An inclusive, participatory, arts-based research approach with youth","year":2025,"lang":"","type":"article","venue":"INYI Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Data collection; Identity (music); Citizen journalism; Youth engagement; Participatory action research; Qualitative research; Positive Youth Development","score_opus":0.8125505064037497,"score_gpt":0.6641290107126345,"score_spread":0.14842149569111518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417526109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93893784,0.002167283,0.005721077,0.0024337114,0.00055890926,0.0010794633,0.000059459144,0.000045082656,0.048997153],"genre_scores_gemma":[0.99287415,0.00025831885,0.005546105,0.00021881588,0.00062233536,0.00006854329,0.000004181619,0.000055928882,0.00035164808],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97372544,0.015610639,0.0014466811,0.00092918257,0.0054675066,0.0028205246],"domain_scores_gemma":[0.9914383,0.002137208,0.0006150078,0.001041702,0.0029622132,0.0018055581],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.04700667,0.00048803876,0.0009863706,0.0015224711,0.0037578384,0.000706713,0.0022261008,0.0005125656,0.0004036339],"category_scores_gemma":[0.003539621,0.00040521982,0.00028013845,0.004859891,0.0061612716,0.0010134456,0.00043594785,0.0033501603,0.00001642281],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076199225,0.009796736,0.12562716,0.00074602204,0.0014356488,0.00012964873,0.6560375,0.021763485,0.0018454923,0.030052265,0.0024723252,0.14247379],"study_design_scores_gemma":[0.0072611365,0.007584917,0.027261203,0.0035215116,0.0008242141,0.000023162615,0.89819753,0.014794175,0.020372389,0.010758803,0.007889512,0.0015114461],"about_ca_topic_score_codex":0.0012285336,"about_ca_topic_score_gemma":0.00059322995,"teacher_disagreement_score":0.24216002,"about_ca_system_score_codex":0.001020275,"about_ca_system_score_gemma":0.011706555,"threshold_uncertainty_score":0.99983996},"labels":[],"label_agreement":null},{"id":"W4417526158","doi":"10.25071/1929-8471.169","title":"Implementing Readers Theatre in Arts-Based Research on Youth Identities: Reflections from Youth Peer Leaders and Facilitators","year":2025,"lang":"","type":"article","venue":"INYI Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Narrative; Citizen journalism; Participatory action research; Qualitative research; Identity (music); Narrative inquiry; Youth studies; Value (mathematics); Process (computing)","score_opus":0.8796839241921635,"score_gpt":0.7014171731220865,"score_spread":0.17826675107007695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417526158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560129,0.0009943354,0.0019633498,0.0071014795,0.0012681385,0.0006267033,0.00027337758,0.00003809721,0.031721584],"genre_scores_gemma":[0.9960077,0.00035028826,0.00066434836,0.0002954658,0.00047032832,0.000030561892,0.000008337482,0.000030772753,0.002142211],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98159516,0.00973296,0.0012536838,0.0008534217,0.0037772348,0.0027875127],"domain_scores_gemma":[0.9937865,0.003785573,0.00024813207,0.00044616614,0.0009384891,0.00079514616],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.04177029,0.00037597577,0.0005790503,0.00235941,0.004595912,0.0015440825,0.0008343427,0.0003704171,0.00088393776],"category_scores_gemma":[0.008163356,0.000378351,0.00024868775,0.003194279,0.003059342,0.0007626332,0.00029559105,0.0039316346,0.000040372473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006937033,0.0004477533,0.08214202,0.00007870399,0.00034497105,0.0001035446,0.88938373,0.00041036613,0.00071671413,0.0013653733,0.0024454629,0.021867657],"study_design_scores_gemma":[0.0014784414,0.00037509983,0.00424611,0.0009682924,0.00008239281,9.537716e-7,0.97267133,0.00040711937,0.00073974725,0.01124544,0.0074721486,0.00031290934],"about_ca_topic_score_codex":0.0115421675,"about_ca_topic_score_gemma":0.010300118,"teacher_disagreement_score":0.08328761,"about_ca_system_score_codex":0.0016826951,"about_ca_system_score_gemma":0.0033119614,"threshold_uncertainty_score":0.99986684},"labels":[],"label_agreement":null},{"id":"W601262139","doi":"10.7202/1044589ar","title":"Growing Up with Expectations. Better Understanding the Expectations of Community Partners in Participatory Action Research Projects","year":2018,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Participatory action research; Equity (law); Action research; Citizen journalism; Action (physics); Public relations; Process (computing); Sociology; State (computer science); Political science; Pedagogy; Computer science","score_opus":0.8487761795055235,"score_gpt":0.6581804450605907,"score_spread":0.19059573444493283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W601262139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98231006,0.00004594264,0.005266758,0.0018770336,0.00007294566,0.00048279675,0.0000013652085,0.000045848974,0.009897223],"genre_scores_gemma":[0.9983448,0.000018049386,0.0010170375,0.00015388727,0.000104355524,0.00028454352,0.000001424163,0.000018177825,0.000057729776],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9852052,0.012893087,0.00026185505,0.00016591509,0.0007504551,0.000723508],"domain_scores_gemma":[0.9960083,0.003086531,0.0000938947,0.0003253322,0.00033617896,0.00014976511],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.011252606,0.000101893005,0.000155616,0.0003005026,0.0021181656,0.000092242924,0.00039598354,0.00015430407,0.00004167311],"category_scores_gemma":[0.00352052,0.00008114617,0.000040528583,0.0013017067,0.0028370793,0.0004427228,0.00007403918,0.0011020886,0.00001098199],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018223959,0.000121260564,0.050346322,0.000043480384,0.00004661309,0.000006277001,0.8703069,0.00005961366,0.0048697623,0.071582794,0.00034364028,0.0020910995],"study_design_scores_gemma":[0.00027730173,0.00018917467,0.0087525295,0.00009111623,0.000010087701,8.24806e-7,0.95858246,0.00040385843,0.0147050405,0.01657713,0.00029362805,0.00011686333],"about_ca_topic_score_codex":0.0050370125,"about_ca_topic_score_gemma":0.027319415,"teacher_disagreement_score":0.088275544,"about_ca_system_score_codex":0.0008762846,"about_ca_system_score_gemma":0.0007321874,"threshold_uncertainty_score":0.9998766},"labels":[],"label_agreement":null},{"id":"W630275174","doi":"","title":"Co-creating with Youth Artivists in Uganda: Authors of our Own Becoming","year":2014,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Cognitive reframing; Narrative; Sociology; Consciousness; Transformative learning; Critical consciousness; Identity (music); Agency (philosophy); Gender studies; Media studies; Aesthetics; Social psychology; Psychology; Social science; Pedagogy; Art","score_opus":0.5124909074975748,"score_gpt":0.6240357178080174,"score_spread":0.11154481031044261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W630275174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89966834,0.00000456874,0.0040541207,0.00020094421,0.000034442633,0.0001443844,0.0000013943886,0.000035572422,0.09585626],"genre_scores_gemma":[0.99306977,0.0000014254739,0.005627591,0.00003001151,0.00006869746,0.0000099707395,5.91155e-7,0.0000092102755,0.0011827075],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99717426,0.0013916992,0.0002284419,0.00018985452,0.0005568663,0.0004588785],"domain_scores_gemma":[0.999027,0.00045709914,0.00009241571,0.00014560764,0.0000805832,0.00019730175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077281035,0.000080449274,0.00021789336,0.00011825971,0.00018921471,0.000041611467,0.00018906708,0.000059169317,0.00006101915],"category_scores_gemma":[0.0038677333,0.0000621936,0.000029215496,0.00040189395,0.0001873811,0.00016270006,0.000025583193,0.00015783407,0.0000139236645],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009939198,0.00015852686,0.7979565,0.000033276272,0.000020926012,0.0000051311727,0.15459734,0.00006146434,0.0037855986,0.02451061,0.000075141565,0.018696057],"study_design_scores_gemma":[0.0034331542,0.001150166,0.38825884,0.00062708504,0.000059209462,0.0000010758847,0.49743086,0.007105844,0.09065566,0.004424736,0.0057863356,0.0010670226],"about_ca_topic_score_codex":0.0044923355,"about_ca_topic_score_gemma":0.005070054,"teacher_disagreement_score":0.40969768,"about_ca_system_score_codex":0.00008162836,"about_ca_system_score_gemma":0.00022088298,"threshold_uncertainty_score":0.6791097},"labels":[],"label_agreement":null},{"id":"W63660683","doi":"","title":"Participatory Photography as a Means to Explore Young People’s Experiences of Water Resource Change","year":2013,"lang":"en","type":"article","venue":"Indigenous policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Flexibility (engineering); Participatory action research; Resource (disambiguation); Citizen journalism; Context (archaeology); Sociology; Curriculum; Suite; Public relations; Pedagogy; Environmental resource management; Environmental planning; Political science; Geography; Computer science; Management","score_opus":0.5231499293809891,"score_gpt":0.5682532290406607,"score_spread":0.045103299659671525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W63660683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836288,0.000076492215,0.000033675402,0.00084445433,0.00013460251,0.0015057396,0.000004585484,0.000115126626,0.013656525],"genre_scores_gemma":[0.99426025,0.000029191626,0.00021294595,0.0007540845,0.00059374224,0.0035816976,0.000001953846,0.00003373283,0.0005323754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99509853,0.0012447642,0.000407268,0.0003871301,0.0011256458,0.0017366849],"domain_scores_gemma":[0.99806464,0.00019793179,0.00009227872,0.0004661846,0.0002376111,0.0009413759],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021492522,0.00020999036,0.0003634383,0.000636885,0.0008305259,0.00013268155,0.0007901863,0.00014740543,0.0010706875],"category_scores_gemma":[0.0009995652,0.00017006855,0.0001515975,0.001230226,0.0006435324,0.00042933406,0.00018476145,0.00017802443,0.00073583046],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018644976,0.00012749915,0.012176457,0.000016330856,0.000024486764,0.0000040543086,0.97946906,0.0000012800524,0.0044084834,0.00052404765,0.00021333745,0.003016294],"study_design_scores_gemma":[0.00027015837,0.000651615,0.021625783,0.00005280127,0.000020754012,0.000002726217,0.86313903,0.000010567991,0.068445854,0.0020181383,0.04323353,0.0005290282],"about_ca_topic_score_codex":0.16453116,"about_ca_topic_score_gemma":0.011365139,"teacher_disagreement_score":0.15316603,"about_ca_system_score_codex":0.00019533714,"about_ca_system_score_gemma":0.00057110825,"threshold_uncertainty_score":0.99984246},"labels":[],"label_agreement":null},{"id":"W639845160","doi":"","title":"Mixed cropping systems of Adivasi peoples in India using the domain analysis participatory technique","year":2007,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Participatory development; Citizen journalism; Public relations; Participatory action research; Participatory rural appraisal; Scale (ratio); Political science; Sociology; Participatory GIS; Economic growth; Business; Agriculture; Economics; Geography; Politics","score_opus":0.5899986871656614,"score_gpt":0.6104200500680576,"score_spread":0.020421362902396156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W639845160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88296854,0.00016710573,0.11057139,0.00002935733,0.000074834934,0.0005223532,0.0000020095906,0.000036913247,0.0056274924],"genre_scores_gemma":[0.9924802,0.000007997341,0.007291589,0.000018793793,0.000058606605,0.00005908053,4.122293e-7,0.00000943506,0.00007387783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99443406,0.0031850524,0.00058283866,0.00023270343,0.0008113649,0.0007540058],"domain_scores_gemma":[0.99692965,0.0022186704,0.00018222647,0.00032603525,0.00014240472,0.00020098819],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.029232936,0.000109551926,0.00035883434,0.0005913684,0.00033457426,0.00006239973,0.0004371796,0.00013683253,0.00008271889],"category_scores_gemma":[0.0024436575,0.00008207079,0.00013567861,0.0034016347,0.00065491337,0.00016189233,0.00009480976,0.00020918071,0.0000029191444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005116459,0.00018610361,0.7619416,0.00007494773,0.0003181326,0.00003716714,0.03639968,0.0010425121,0.08688847,0.11223471,0.000030042953,0.0007954667],"study_design_scores_gemma":[0.00037569326,0.000089831774,0.7774218,0.00015897832,0.000292456,0.0000012729877,0.17540696,0.0031872855,0.04012742,0.001117777,0.001371744,0.00044880668],"about_ca_topic_score_codex":0.020422984,"about_ca_topic_score_gemma":0.025894737,"teacher_disagreement_score":0.13900727,"about_ca_system_score_codex":0.00029398804,"about_ca_system_score_gemma":0.0004977827,"threshold_uncertainty_score":0.999609},"labels":[],"label_agreement":null},{"id":"W6886117316","doi":"10.14288/1.0448196","title":"Children’s participatory needs in injury prevention : Reflections on supporting children’s right to invite and comfort in discussing sensitive topics","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Citizen journalism; Work (physics); Feeling; Bolster; Inclusion (mineral); Participatory action research; Focus group","score_opus":0.2707148091115871,"score_gpt":0.5988712125401673,"score_spread":0.3281564034285802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886117316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86306256,0.000010238377,0.00062678976,0.0029590435,0.0002479057,0.0021571193,0.00002074743,0.000047072866,0.13086852],"genre_scores_gemma":[0.951799,0.000018605571,0.0008126319,0.00046260312,0.00009816728,0.0005364984,0.000005242834,0.000012160916,0.04625513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682224,0.0016034696,0.00041263358,0.00035906618,0.00025370653,0.00054888765],"domain_scores_gemma":[0.99920577,0.00025925928,0.000074961616,0.00019885578,0.00006333179,0.00019782424],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031454023,0.00013177525,0.00025584726,0.0007030695,0.0026798726,0.0007009284,0.00021487012,0.00011301855,0.000076070086],"category_scores_gemma":[0.0014536469,0.00013640693,0.000044310775,0.0040661357,0.00017765167,0.00039111287,0.00024258692,0.00039594717,0.0000037431919],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088586623,0.0033545815,0.72887266,0.00003992678,0.00032942943,0.000038360573,0.11093977,0.0012323926,0.0019388432,0.03495418,0.05190372,0.06551027],"study_design_scores_gemma":[0.0019412162,0.00068017305,0.9233676,0.00076150347,0.0000842025,0.000005050392,0.019361759,0.0005424004,0.0062457146,0.017145012,0.029091254,0.0007741145],"about_ca_topic_score_codex":0.0243217,"about_ca_topic_score_gemma":0.16333579,"teacher_disagreement_score":0.19449495,"about_ca_system_score_codex":0.0007726739,"about_ca_system_score_gemma":0.0007244592,"threshold_uncertainty_score":0.9986185},"labels":[],"label_agreement":null},{"id":"W6889104547","doi":"10.25384/sage.23599914","title":"Supplemental Material - Arts-based research with immigrant and racialized older adults: A scoping review","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Immigration; Qualitative research; Ethnic group; Race (biology); Life course approach; Intersectionality","score_opus":0.7802808608811104,"score_gpt":0.7046865321911272,"score_spread":0.07559432868998317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889104547","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7384126,0.19003803,0.0020360667,0.044751357,0.0010383823,0.0131187895,0.008384678,0.00056220416,0.0016579056],"genre_scores_gemma":[0.3390156,0.6423392,0.011243698,0.002009833,0.0024176987,0.0009580716,0.0010948078,0.00017295488,0.0007480802],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9921516,0.0038943314,0.00045335435,0.00047607283,0.0020179506,0.001006658],"domain_scores_gemma":[0.9975135,0.0009927218,0.00013353319,0.0006772218,0.00021641824,0.00046665178],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.037373085,0.00013431297,0.00036853325,0.00025313994,0.0011236185,0.0004802803,0.00093231257,0.000062159896,0.010858092],"category_scores_gemma":[0.0046974528,0.0001056039,0.000033178472,0.0012769148,0.00059715565,0.000723371,0.00057678693,0.00038345132,0.000068148795],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033321744,0.0008663345,0.019344097,0.015311319,0.00042189623,0.0027811609,0.032122813,0.0000027455574,0.015984917,0.00017269941,0.14304283,0.766617],"study_design_scores_gemma":[0.010310666,0.00090652145,0.01599783,0.83933914,0.00023162321,0.000037123864,0.030439913,0.0010047408,0.0050224313,0.0006421221,0.094608426,0.0014594626],"about_ca_topic_score_codex":0.0022327856,"about_ca_topic_score_gemma":0.0046102162,"teacher_disagreement_score":0.82402784,"about_ca_system_score_codex":0.00009569394,"about_ca_system_score_gemma":0.001149251,"threshold_uncertainty_score":0.991227},"labels":[],"label_agreement":null},{"id":"W6893120761","doi":"10.5281/zenodo.13921892","title":"Presentation \"Enabling schoolchildren to participate in research – experiences from a citizen science program in Germany\"","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Citizen science; Class (philosophy); Data presentation","score_opus":0.5207049369679435,"score_gpt":0.5890308987074588,"score_spread":0.06832596173951533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893120761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607054,0.00019571245,0.0003305176,0.0016842097,0.00015519292,0.0015372821,0.000025260686,0.00062584114,0.034740563],"genre_scores_gemma":[0.9981995,0.000078023164,0.0007994028,0.000044841425,0.00021303771,0.000006220165,0.0000401787,0.00032059057,0.00029816755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99187005,0.00349128,0.00040559302,0.0008734205,0.0019832216,0.0013764456],"domain_scores_gemma":[0.9979513,0.00033513486,0.000037612972,0.00040127875,0.0006710415,0.00060359144],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.016272645,0.00013268583,0.00017632445,0.0017031258,0.0028627138,0.004199234,0.001845098,0.00008002327,0.0036879906],"category_scores_gemma":[0.0116577465,0.00014188253,0.000035912417,0.007516595,0.0013721067,0.0013309185,0.0013797672,0.0006950754,0.0032486275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019886596,0.00051442627,0.0004974059,0.00006850114,0.000023144506,0.00017441796,0.4052893,0.00022925093,0.02864901,0.017858604,0.009939326,0.53655773],"study_design_scores_gemma":[0.0005961636,0.00051275047,0.025794119,0.00045349874,0.0000066398256,0.0000039431716,0.06965412,0.006375322,0.0035969664,0.0040561883,0.8884926,0.00045768401],"about_ca_topic_score_codex":0.002384449,"about_ca_topic_score_gemma":0.00011163555,"teacher_disagreement_score":0.8785533,"about_ca_system_score_codex":0.0008906086,"about_ca_system_score_gemma":0.00013361867,"threshold_uncertainty_score":0.99843544},"labels":[],"label_agreement":null},{"id":"W6893515812","doi":"10.5281/zenodo.15735864","title":"Fugitive Frames: Nomadic semiotics in image analysis","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Semiotics; Focus (optics); Politics; Sociology of culture; Visual methods; Cultural studies; Image (mathematics)","score_opus":0.7189424547785911,"score_gpt":0.7755117236261424,"score_spread":0.05656926884755131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893515812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9058935,0.0063568274,0.005859944,0.0006401472,0.00042456295,0.0007391561,0.000046469933,0.000051572304,0.079987794],"genre_scores_gemma":[0.99105996,0.00486779,0.0014509438,0.0003594679,0.00010935596,0.00006116346,0.0000048172465,0.00002471071,0.00206181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930969,0.0030135766,0.0010392622,0.0005803193,0.0013706477,0.0008992951],"domain_scores_gemma":[0.9948281,0.0028592423,0.0005499766,0.0005649924,0.0007005667,0.00049714633],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010911489,0.00027725124,0.0011106298,0.0031418602,0.00056455826,0.0018757897,0.0038719429,0.0002133182,0.009462263],"category_scores_gemma":[0.008536726,0.00027650077,0.00032679664,0.010040556,0.0009570076,0.0025806227,0.0011073387,0.0007853503,0.000029276478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013350447,0.00048216435,0.96543854,0.00005120188,0.0007604251,0.00008209455,0.0025848423,0.00014441635,0.011724596,0.0026416979,0.008078774,0.007877722],"study_design_scores_gemma":[0.00040761402,0.000010437579,0.94447476,0.0003023492,0.00029437762,2.5725174e-7,0.0023523257,0.00040733715,0.008832566,0.03187875,0.01068202,0.00035717874],"about_ca_topic_score_codex":0.009038957,"about_ca_topic_score_gemma":0.0037856996,"teacher_disagreement_score":0.08516642,"about_ca_system_score_codex":0.0005724316,"about_ca_system_score_gemma":0.0011130465,"threshold_uncertainty_score":0.9999687},"labels":[],"label_agreement":null},{"id":"W6899104239","doi":"10.58079/vkx8","title":"Projections cinématographiques : La face cachée des transactions &amp; Inuk en colère (Saisons du Canada 2023-2024)","year":2024,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Projection (relational algebra); Context (archaeology); Indigenous","score_opus":0.2136782827998228,"score_gpt":0.4442460800672719,"score_spread":0.2305677972674491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899104239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31798506,0.012338245,0.031932414,0.3042436,0.010762135,0.0037889744,0.004550358,0.0014955861,0.31290364],"genre_scores_gemma":[0.5797516,0.0018648233,0.0014124716,0.00023092655,0.00085053116,0.00013476658,0.00004657307,0.00008141324,0.41562685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99138343,0.0048076166,0.0004272192,0.0008079564,0.001068655,0.0015051258],"domain_scores_gemma":[0.995273,0.0027006047,0.00012228229,0.00036849486,0.000385617,0.0011500156],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024289154,0.00050402887,0.0004995604,0.0005736962,0.0020955747,0.0007083508,0.0008046268,0.0010458381,0.0044692364],"category_scores_gemma":[0.0014575457,0.000558806,0.00036500936,0.0063796723,0.002372039,0.0015228075,0.000096864416,0.0024725702,0.00015845853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00009171231,0.00048674166,0.0016695682,0.00043336785,0.0015450678,0.0013347402,0.08162393,0.0010736728,0.0021455642,0.09552262,0.76149315,0.052579846],"study_design_scores_gemma":[0.0003846475,0.0000995187,0.00830848,0.0004658461,0.0003627827,0.00013084349,0.050602186,0.0010068731,0.00028620943,0.00031637683,0.9374373,0.0005989328],"about_ca_topic_score_codex":0.8053831,"about_ca_topic_score_gemma":0.9221277,"teacher_disagreement_score":0.3040127,"about_ca_system_score_codex":0.0038988646,"about_ca_system_score_gemma":0.009743981,"threshold_uncertainty_score":0.999925},"labels":[],"label_agreement":null},{"id":"W6902156373","doi":"10.6084/m9.figshare.25298965","title":"Manuscript_with author details.docx","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Refugee; Participatory action research; Mental health; Citizen journalism; Population","score_opus":0.7449165792351016,"score_gpt":0.6367413161937988,"score_spread":0.10817526304130276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902156373","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008251449,0.006290797,0.00013906893,0.007389305,0.0018272849,0.001665976,0.09159597,0.0031837996,0.8796564],"genre_scores_gemma":[0.8525296,0.000016330678,0.0014885009,0.0005751725,0.0020909263,0.0010494282,0.006720587,0.00009317819,0.1354363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979831,0.00050497055,0.00011994532,0.00026145086,0.0006091712,0.0005213757],"domain_scores_gemma":[0.9989128,0.0004921505,0.000017305107,0.0001752313,0.000089058456,0.0003134311],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008374821,0.00008921347,0.000099774625,0.00009150254,0.0002947136,0.00039350783,0.00034244743,0.0000900402,0.51051813],"category_scores_gemma":[0.0067634955,0.00008064483,0.00007537365,0.0005045975,0.000038119415,0.00035338942,0.00009485651,0.00024178326,0.035639085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032298,0.000014502668,0.00004841376,0.00010330519,0.000015007145,0.00013010326,0.0038295896,9.170115e-7,0.000106406405,0.004924873,0.95252687,0.038296785],"study_design_scores_gemma":[0.000027016471,0.000020598496,0.00083420373,0.0004581811,0.0000043470054,7.346049e-7,0.00042862896,0.00039074384,0.0004536614,0.00087906164,0.99639314,0.00010968297],"about_ca_topic_score_codex":0.000096020216,"about_ca_topic_score_gemma":0.000230147,"teacher_disagreement_score":0.84427816,"about_ca_system_score_codex":0.00014261655,"about_ca_system_score_gemma":0.0005397802,"threshold_uncertainty_score":0.9651118},"labels":[],"label_agreement":null},{"id":"W6902258939","doi":"10.6084/m9.figshare.27676729","title":"Additional file 2 of (Dis)connected by design? Using participatory citizen science to uncover environmental determinants of social connectedness for youth in under-resourced neighbourhoods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Simon Fraser University","funders":"","keywords":"Citizen science; Citizen journalism; Table (database); Social connectedness; Participatory action research; Public participation; Participatory sensing","score_opus":0.543243803814796,"score_gpt":0.5431340433780396,"score_spread":0.0001097604367563676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902258939","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106365934,0.000023423163,0.000058065194,0.000012040037,0.00003392188,0.00054559746,0.8927375,0.000028008395,0.00019549135],"genre_scores_gemma":[0.9444616,1.5484257e-7,0.0010196991,0.000049626025,0.00008096552,0.00077491323,0.05345721,0.00002782383,0.00012804853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729896,0.00051090465,0.00035267478,0.0003826762,0.0008166879,0.00063812686],"domain_scores_gemma":[0.9949857,0.004431705,0.000119052005,0.0001208231,0.000105474144,0.00023723337],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007944534,0.00013802251,0.00026771222,0.00023903165,0.00031978727,0.00007219753,0.00040761122,0.00011437769,0.73958683],"category_scores_gemma":[0.013539155,0.00014838633,0.000088564106,0.00090484903,0.00030917214,0.0002831824,0.00014827607,0.00011888599,0.0000773199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015688036,0.00025771445,0.00011219296,0.00025163806,0.000035872526,0.000011521418,0.023691533,0.00020336319,0.016771236,0.00012286585,0.9555215,0.0028636442],"study_design_scores_gemma":[0.004404339,0.0024462596,0.07357421,0.021803627,0.00028044946,0.000004295307,0.114617646,0.15288492,0.19911706,0.0033370662,0.42333043,0.004199695],"about_ca_topic_score_codex":0.000063885476,"about_ca_topic_score_gemma":0.00008902828,"teacher_disagreement_score":0.8392803,"about_ca_system_score_codex":0.00042744374,"about_ca_system_score_gemma":0.0013918243,"threshold_uncertainty_score":0.9947702},"labels":[],"label_agreement":null},{"id":"W6902268231","doi":"10.6084/m9.figshare.25298965.v1","title":"Manuscript_with author details.docx","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Refugee; Participatory action research; Mental health; Citizen journalism; Population","score_opus":0.7449165792351016,"score_gpt":0.6367413161937988,"score_spread":0.10817526304130276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902268231","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008251449,0.006290797,0.00013906893,0.007389305,0.0018272849,0.001665976,0.09159597,0.0031837996,0.8796564],"genre_scores_gemma":[0.8525296,0.000016330678,0.0014885009,0.0005751725,0.0020909263,0.0010494282,0.006720587,0.00009317819,0.1354363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979831,0.00050497055,0.00011994532,0.00026145086,0.0006091712,0.0005213757],"domain_scores_gemma":[0.9989128,0.0004921505,0.000017305107,0.0001752313,0.000089058456,0.0003134311],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008374821,0.00008921347,0.000099774625,0.00009150254,0.0002947136,0.00039350783,0.00034244743,0.0000900402,0.51051813],"category_scores_gemma":[0.0067634955,0.00008064483,0.00007537365,0.0005045975,0.000038119415,0.00035338942,0.00009485651,0.00024178326,0.035639085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032298,0.000014502668,0.00004841376,0.00010330519,0.000015007145,0.00013010326,0.0038295896,9.170115e-7,0.000106406405,0.004924873,0.95252687,0.038296785],"study_design_scores_gemma":[0.000027016471,0.000020598496,0.00083420373,0.0004581811,0.0000043470054,7.346049e-7,0.00042862896,0.00039074384,0.0004536614,0.00087906164,0.99639314,0.00010968297],"about_ca_topic_score_codex":0.000096020216,"about_ca_topic_score_gemma":0.000230147,"teacher_disagreement_score":0.84427816,"about_ca_system_score_codex":0.00014261655,"about_ca_system_score_gemma":0.0005397802,"threshold_uncertainty_score":0.9651118},"labels":[],"label_agreement":null},{"id":"W6903479902","doi":"10.1177/16094069251360308","title":"“If I Were in his Shoes”: Photo-Prompted Storytelling in Interviews With People Living With Dementia","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Storytelling; Dementia; Interview; Qualitative research; Observational study; Scale (ratio); Content analysis; Qualitative property","score_opus":0.7597083584149209,"score_gpt":0.7242402243778695,"score_spread":0.0354681340370514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903479902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53409016,0.0007636636,0.45735082,0.0013750365,0.00046063322,0.00026639807,0.0000034249283,0.000011584496,0.0056782593],"genre_scores_gemma":[0.7333283,0.00011413071,0.26592407,0.00017153267,0.00008264091,0.00003163772,5.867863e-7,0.000013414837,0.00033373272],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97654706,0.020656656,0.0009575413,0.0002632971,0.0011655045,0.0004099505],"domain_scores_gemma":[0.9901373,0.0080144135,0.00056203007,0.00012398779,0.0010206506,0.00014164507],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.045564253,0.00017399043,0.00050693814,0.0011298736,0.00010087645,0.0001202847,0.0008055261,0.000076632874,0.00038603978],"category_scores_gemma":[0.007790952,0.00013626037,0.00010366373,0.0010083908,0.00036589045,0.000617595,0.000103560145,0.00066624256,0.0000029176056],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012440293,0.000754667,0.15006126,0.0000813381,0.0009944667,0.00013955816,0.75041443,0.0008696785,0.0038454968,0.022304682,0.00018587899,0.0691045],"study_design_scores_gemma":[0.0056580557,0.0014175643,0.17249313,0.008924808,0.00018194703,0.000019412093,0.7420609,0.0032478021,0.0077823154,0.022401176,0.034861844,0.0009510474],"about_ca_topic_score_codex":0.001419955,"about_ca_topic_score_gemma":0.0075609996,"teacher_disagreement_score":0.19923808,"about_ca_system_score_codex":0.00083636347,"about_ca_system_score_gemma":0.00095407764,"threshold_uncertainty_score":0.98279244},"labels":[],"label_agreement":null},{"id":"W6904751741","doi":"10.14288/cjne.v39i1.196594","title":"Visualizing Pedagogy and Power with Urban Native Youth: Exposing the Legacy of the Indian Residential School System","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residential school; Photovoice; Indigenous; Power (physics); Narrative; Institution; Ethnography; Mnemonic","score_opus":0.2872738846544423,"score_gpt":0.5559299565478089,"score_spread":0.26865607189336654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904751741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52338016,0.0002717803,0.00083790865,0.0017040669,0.00064044516,0.0018225518,0.000038704813,0.00004246424,0.47126195],"genre_scores_gemma":[0.9722677,0.000007292922,0.00028613923,0.000040304218,0.00007836418,0.000071712624,5.206867e-7,0.000010554751,0.027237415],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963081,0.0025500997,0.00017756468,0.00020836454,0.0004877518,0.0002681105],"domain_scores_gemma":[0.99861735,0.0005592731,0.000111740796,0.00024593298,0.00033224863,0.00013346592],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002097159,0.00007482462,0.00014944928,0.000045490462,0.006642176,0.0018574661,0.00041303775,0.000050349085,0.00016948661],"category_scores_gemma":[0.0023199336,0.0000475522,0.000040555493,0.0017810501,0.0005070561,0.00045167963,0.00031949664,0.0002311479,0.0000021009887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043179523,0.00045103562,0.0198662,0.00009634187,0.0007294126,0.00008400925,0.87048244,0.00006471604,0.0039967345,0.059332453,0.043695454,0.00076937274],"study_design_scores_gemma":[0.00065308,0.000143531,0.0077068526,0.0003084139,0.000092834925,0.0000164585,0.9687102,0.000043094748,0.007636687,0.000315167,0.014192517,0.00018115876],"about_ca_topic_score_codex":0.033420473,"about_ca_topic_score_gemma":0.05330279,"teacher_disagreement_score":0.44888756,"about_ca_system_score_codex":0.00021741076,"about_ca_system_score_gemma":0.002866843,"threshold_uncertainty_score":0.9991787},"labels":[],"label_agreement":null},{"id":"W6907609105","doi":"10.25316/ir-16306","title":"A Commitment to Embodying Joy in the Service of Social Justice: Embodied Leadership when Exploring Difference","year":2021,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Embodied cognition; Praxis; Experiential learning; Action (physics); Irish; White (mutation); Service (business)","score_opus":0.47734578583452514,"score_gpt":0.45448320966296213,"score_spread":0.02286257617156301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907609105","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00069830805,0.00012970639,0.00060008094,0.00230215,0.0006578103,0.00066138955,0.000037561087,0.000058287722,0.9948547],"genre_scores_gemma":[0.030347796,0.00019877219,0.0010926822,0.0005900512,0.00066860067,0.000026366768,0.0000019217646,0.00013452888,0.9669393],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99560755,0.00215555,0.00015846902,0.00043919272,0.0009354547,0.00070376584],"domain_scores_gemma":[0.99859726,0.0005578312,0.00017806987,0.00035587474,0.0001335576,0.00017738597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012033483,0.00025533338,0.00050333707,0.0006097074,0.00039857402,0.00006154499,0.0010165721,0.0002552266,0.00083599554],"category_scores_gemma":[0.0003810478,0.00024145684,0.00011167906,0.0014756146,0.00022472859,0.000106130574,0.00026357776,0.00048812898,0.000016860386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014128255,0.0002963218,0.00017683693,0.00081658736,0.00016374404,0.00024853015,0.24081066,0.00002289896,0.00016687228,0.020897798,0.73464906,0.0016094341],"study_design_scores_gemma":[0.00047338253,0.000037239526,0.00015509289,0.0003863104,0.00009842954,9.3812325e-8,0.19179858,0.000012411136,0.000021074617,0.00007302174,0.80668974,0.00025460176],"about_ca_topic_score_codex":0.005356078,"about_ca_topic_score_gemma":0.108680606,"teacher_disagreement_score":0.103324525,"about_ca_system_score_codex":0.0004097509,"about_ca_system_score_gemma":0.0005430054,"threshold_uncertainty_score":0.98463243},"labels":[],"label_agreement":null},{"id":"W6907661188","doi":"10.25316/ir-14307","title":"Nanaimo Free Press [Saturday, December 18, 1880]","year":2020,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.11573166320133817,"score_gpt":0.3848706784487375,"score_spread":0.26913901524739936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907661188","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014362147,0.00049443834,0.0005218928,0.0013907809,0.0011186698,0.0006221551,0.00039445332,0.00082985626,0.9946134],"genre_scores_gemma":[0.00023197322,0.001392558,0.0033458862,0.0002609743,0.0008745731,0.0000027883264,0.0000069719595,0.00031352288,0.99357074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955071,0.001564507,0.00016487055,0.00077705865,0.001064607,0.0009218442],"domain_scores_gemma":[0.9977215,0.00035022144,0.00024318867,0.0007734837,0.000038970837,0.00087266025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025339742,0.00043036227,0.00059521676,0.00034875574,0.00046709116,0.00018004615,0.0019067905,0.0006995282,0.014085313],"category_scores_gemma":[0.0004398632,0.0004576966,0.0002502821,0.0008620027,0.00069167657,0.0008609129,0.0009813516,0.00073895307,0.00027171694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009299127,0.00006161616,0.000076334974,0.00006685412,0.00014900292,0.00030351843,0.0021154773,0.0000020987452,0.0000047883336,0.004871544,0.9918497,0.00040606334],"study_design_scores_gemma":[0.00079203007,0.00005893733,0.00002268495,0.000115785,0.00008387883,1.6683171e-7,0.001547343,0.00002280812,0.00006808263,0.00031500316,0.99642897,0.0005443104],"about_ca_topic_score_codex":0.008130397,"about_ca_topic_score_gemma":0.70259726,"teacher_disagreement_score":0.6944668,"about_ca_system_score_codex":0.00016071321,"about_ca_system_score_gemma":0.0010138715,"threshold_uncertainty_score":0.99978745},"labels":[],"label_agreement":null},{"id":"W6907836041","doi":"10.25384/sage.23599914.v1","title":"Supplemental Material - Arts-based research with immigrant and racialized older adults: A scoping review","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Immigration; Qualitative research; Ethnic group; Race (biology); Life course approach; Intersectionality","score_opus":0.7830964232353067,"score_gpt":0.6926071128721538,"score_spread":0.09048931036315289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907836041","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38023698,0.021353658,0.000016626589,0.016209016,0.00063588785,0.037685715,0.5291419,0.0025111695,0.01220908],"genre_scores_gemma":[0.76972365,0.0029737644,0.002212184,0.0024994127,0.0020600096,0.022576625,0.19589904,0.00028290355,0.0017724407],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99586594,0.0015223956,0.00021960853,0.00035544788,0.0012176258,0.000819009],"domain_scores_gemma":[0.99840754,0.0007560665,0.00005699831,0.00020698283,0.00027477235,0.00029763285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035595526,0.00011426283,0.00024566686,0.00015156867,0.00070540415,0.00019656081,0.00026858927,0.00006447624,0.20282494],"category_scores_gemma":[0.0063309707,0.00009613164,0.000039454677,0.0010326136,0.0001270977,0.00019774803,0.00016025927,0.00018738433,0.0007524359],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008860387,0.00020865575,0.000758769,0.028235383,0.00006115193,0.0004979865,0.017160043,0.0000015615944,0.0008409335,0.00022150257,0.92960405,0.021523932],"study_design_scores_gemma":[0.0032685741,0.0005006408,0.0037150353,0.76010436,0.000024616895,0.0000025938355,0.0062601604,0.00023710211,0.005525736,0.000066198714,0.21957313,0.00072186673],"about_ca_topic_score_codex":0.00063480425,"about_ca_topic_score_gemma":0.0019129209,"teacher_disagreement_score":0.731869,"about_ca_system_score_codex":0.0000977259,"about_ca_system_score_gemma":0.00087122904,"threshold_uncertainty_score":0.96712923},"labels":[],"label_agreement":null},{"id":"W6911449851","doi":"10.5281/zenodo.11488191","title":"The Evolution of Dataverse & Community Panel","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Council of University Libraries","funders":"","keywords":"Presentation (obstetrics); Field (mathematics); Government (linguistics); Work (physics)","score_opus":0.5074636695535293,"score_gpt":0.5088486822509208,"score_spread":0.0013850126973915522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911449851","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16522513,0.0008054307,0.020813381,0.0027635177,0.0006647629,0.0012179055,0.00045027235,0.0020430495,0.80601656],"genre_scores_gemma":[0.99767095,0.00016071422,0.000118998614,0.0000145394015,0.00010735579,4.7360434e-8,0.00008405844,0.00029320575,0.0015501458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937846,0.004896753,0.00018727778,0.0001595423,0.0006049233,0.00036690512],"domain_scores_gemma":[0.998436,0.00046215593,0.000045465087,0.00045057855,0.0004420233,0.00016380205],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009820251,0.00006509823,0.00008070584,0.00012732303,0.0070248214,0.00077615253,0.0013495538,0.000046998895,0.003531388],"category_scores_gemma":[0.0072688498,0.00005543382,0.000044787434,0.00084915565,0.0010171541,0.00032169066,0.00089692354,0.00044380222,0.004223272],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007454873,0.00015960354,0.000012970916,0.000113273665,0.00007486889,0.00000900607,0.028582517,0.000018049132,0.008477687,0.50558895,0.13810731,0.31878123],"study_design_scores_gemma":[0.000071712784,0.00008417546,0.00046294622,0.000028858736,0.000007999783,0.000003010688,0.010361253,0.00047634073,0.00019552442,0.0023890391,0.9858606,0.00005854321],"about_ca_topic_score_codex":0.00087819714,"about_ca_topic_score_gemma":0.000019206958,"teacher_disagreement_score":0.8477533,"about_ca_system_score_codex":0.000436903,"about_ca_system_score_gemma":0.00003388419,"threshold_uncertainty_score":0.99737954},"labels":[],"label_agreement":null},{"id":"W6911733348","doi":"10.5281/zenodo.13921763","title":"Presentation \"Reflecting your own role as researchers in community science studies\"","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Class (philosophy); Research design; Citizen science; Data presentation","score_opus":0.7670478652909909,"score_gpt":0.6423797538659322,"score_spread":0.12466811142505874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911733348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6260061,0.00076903857,0.00033997698,0.0019201684,0.0002205406,0.0008025073,0.000021190373,0.0009881046,0.36893234],"genre_scores_gemma":[0.99716026,0.00027578752,0.00030043267,0.000058763824,0.00014752084,3.5902957e-7,0.000033111068,0.00040463122,0.0016191141],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99036866,0.006389965,0.00029409493,0.00045629466,0.0015418541,0.00094910344],"domain_scores_gemma":[0.997467,0.00055689574,0.000054986216,0.00043554808,0.0010650323,0.0004205415],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02638464,0.00012314992,0.00015791706,0.0008524904,0.008515334,0.0022340957,0.0018062505,0.00006914547,0.0024402838],"category_scores_gemma":[0.035537574,0.00012999488,0.000045195146,0.004220779,0.00205449,0.0011931891,0.0017585561,0.0010888467,0.0033824767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000144131,0.00036357387,0.00010990937,0.0002519074,0.00008578585,0.00008590879,0.34459543,0.00016791747,0.05726983,0.06957826,0.014624907,0.51272243],"study_design_scores_gemma":[0.0002959433,0.0003120406,0.0012075338,0.00017074293,0.000009014883,0.000012194791,0.113237016,0.0018050191,0.0029589746,0.007922688,0.8718392,0.00022961322],"about_ca_topic_score_codex":0.001608773,"about_ca_topic_score_gemma":0.000051366147,"teacher_disagreement_score":0.85721433,"about_ca_system_score_codex":0.0014416327,"about_ca_system_score_gemma":0.00013119935,"threshold_uncertainty_score":0.9988017},"labels":[],"label_agreement":null},{"id":"W6912384396","doi":"10.5281/zenodo.4130458","title":"regarder~ Mon cirque à moi (2020) en streaming vf et vostfr lnj","year":2020,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cirque; Cirque glacier; Sonne","score_opus":0.32689854321352924,"score_gpt":0.4758342923772875,"score_spread":0.1489357491637583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912384396","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101163976,0.0039451164,0.020241283,0.117849626,0.0010702993,0.0024676886,0.0009316768,0.0027326501,0.74959767],"genre_scores_gemma":[0.96593285,0.0031363063,0.0031630702,0.002538129,0.0019981714,3.539792e-7,0.00060774654,0.0033887238,0.019234678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866204,0.009150776,0.00054092275,0.0009453999,0.0014421092,0.0013003546],"domain_scores_gemma":[0.99662155,0.0003860685,0.0002165729,0.00056296424,0.000896303,0.0013165289],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005849293,0.0003276781,0.00038896245,0.00017477991,0.0036031404,0.0015283326,0.0020992248,0.0002686967,0.03792145],"category_scores_gemma":[0.014406032,0.00039150123,0.00015408738,0.0020195476,0.0010649203,0.00091919594,0.0023881507,0.001165769,0.024698695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022005441,0.000478622,0.000050791983,0.00039039517,0.00020361604,0.0002496904,0.06859611,0.00037526933,0.010068683,0.078708425,0.40522972,0.43542862],"study_design_scores_gemma":[0.00053870847,0.00059125194,0.0006524841,0.00009702843,0.00004109039,0.000021567097,0.0050833207,0.0031706432,0.00073613174,0.00065760757,0.98802924,0.0003809466],"about_ca_topic_score_codex":0.00036595023,"about_ca_topic_score_gemma":0.000009256857,"teacher_disagreement_score":0.86476886,"about_ca_system_score_codex":0.0006120333,"about_ca_system_score_gemma":0.000069570306,"threshold_uncertainty_score":0.9998537},"labels":[],"label_agreement":null},{"id":"W6920710036","doi":"10.6084/m9.figshare.26945220.v1","title":"Additional file 1 of Benefits, barriers and recommendations for youth engagement in health research: combining evidence-based and youth perspectives","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Canadian Arthritis Patient Alliance; McGill University; McMaster University; University of Alberta; Dalhousie University; University of Toronto; SickKids Foundation; University Health Network; Centre for Addiction and Mental Health; Hospital for Sick Children","funders":"","keywords":"Youth engagement; Qualitative research; Context (archaeology); Data collection; Public health","score_opus":0.8929821354947804,"score_gpt":0.6432190206536829,"score_spread":0.2497631148410976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920710036","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025894883,0.0018420343,0.0000021982237,0.0020701354,0.000013377734,0.00048116085,0.99480516,0.000025800276,0.0005011785],"genre_scores_gemma":[0.39747804,0.00023897651,0.0056077964,0.00020713222,0.00019856331,0.003775187,0.59204257,0.000036210546,0.00041552074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716544,0.0016168734,0.00017671399,0.00026239004,0.0004264349,0.00035212835],"domain_scores_gemma":[0.9823312,0.017076727,0.000043613585,0.00007808132,0.00021804265,0.00025233076],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003318684,0.00006280426,0.0001185395,0.00025328816,0.00053525774,0.00012361619,0.00011411331,0.00004418922,0.7718203],"category_scores_gemma":[0.08322777,0.000065085515,0.000028607708,0.0004715151,0.00012785327,0.00026545298,0.00007884429,0.00025526833,0.000016610882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013368187,0.000017446204,0.000009405508,0.00018018544,0.000007965965,4.4248821e-7,0.07932922,0.0000036905699,5.8078257e-7,0.0015764066,0.9107192,0.008142093],"study_design_scores_gemma":[0.00020867531,0.0003293,0.0014253873,0.021613484,0.000003854282,7.8708105e-8,0.353753,0.0016527533,0.000017995217,0.00058804295,0.62026995,0.00013748846],"about_ca_topic_score_codex":0.00026185927,"about_ca_topic_score_gemma":0.00035782828,"teacher_disagreement_score":0.7718037,"about_ca_system_score_codex":0.00020618206,"about_ca_system_score_gemma":0.0016526487,"threshold_uncertainty_score":0.9244946},"labels":[],"label_agreement":null},{"id":"W6920835652","doi":"10.6084/m9.figshare.26945220","title":"Additional file 1 of Benefits, barriers and recommendations for youth engagement in health research: combining evidence-based and youth perspectives","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Canadian Arthritis Patient Alliance; McGill University; McMaster University; University of Alberta; Dalhousie University; University of Toronto; SickKids Foundation; University Health Network; Centre for Addiction and Mental Health; Hospital for Sick Children","funders":"","keywords":"Youth engagement; Qualitative research; Context (archaeology); Data collection; Public health","score_opus":0.8929821354947804,"score_gpt":0.6432190206536829,"score_spread":0.2497631148410976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920835652","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025894883,0.0018420343,0.0000021982237,0.0020701354,0.000013377734,0.00048116085,0.99480516,0.000025800276,0.0005011785],"genre_scores_gemma":[0.39747804,0.00023897651,0.0056077964,0.00020713222,0.00019856331,0.003775187,0.59204257,0.000036210546,0.00041552074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716544,0.0016168734,0.00017671399,0.00026239004,0.0004264349,0.00035212835],"domain_scores_gemma":[0.9823312,0.017076727,0.000043613585,0.00007808132,0.00021804265,0.00025233076],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003318684,0.00006280426,0.0001185395,0.00025328816,0.00053525774,0.00012361619,0.00011411331,0.00004418922,0.7718203],"category_scores_gemma":[0.08322777,0.000065085515,0.000028607708,0.0004715151,0.00012785327,0.00026545298,0.00007884429,0.00025526833,0.000016610882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013368187,0.000017446204,0.000009405508,0.00018018544,0.000007965965,4.4248821e-7,0.07932922,0.0000036905699,5.8078257e-7,0.0015764066,0.9107192,0.008142093],"study_design_scores_gemma":[0.00020867531,0.0003293,0.0014253873,0.021613484,0.000003854282,7.8708105e-8,0.353753,0.0016527533,0.000017995217,0.00058804295,0.62026995,0.00013748846],"about_ca_topic_score_codex":0.00026185927,"about_ca_topic_score_gemma":0.00035782828,"teacher_disagreement_score":0.7718037,"about_ca_system_score_codex":0.00020618206,"about_ca_system_score_gemma":0.0016526487,"threshold_uncertainty_score":0.9244946},"labels":[],"label_agreement":null},{"id":"W6921058330","doi":"10.6084/m9.figshare.27071803","title":"Additional file 1 of Connect, collaborate and tailor: a model of community engagement through infographic design during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Infographic; Pandemic; Community engagement; Public engagement; Social media; Key (lock)","score_opus":0.8404303409476221,"score_gpt":0.6224146873758429,"score_spread":0.2180156535717792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921058330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7254246,0.00029711504,0.0030830137,0.0008423561,0.000060026134,0.0023972222,0.24180761,0.000017071052,0.026071005],"genre_scores_gemma":[0.9701026,0.000114937226,0.02646471,0.00015201817,0.000032041513,0.0007040167,0.0005024463,0.000014124371,0.0019130949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99504626,0.0040538064,0.00021382068,0.000117311625,0.0003633104,0.00020546753],"domain_scores_gemma":[0.9866196,0.01286646,0.000084537154,0.00019474329,0.00011569106,0.00011899665],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006182374,0.0000724678,0.0001565992,0.0000587922,0.00074984925,0.00013376906,0.0005033324,0.000050898245,0.19750622],"category_scores_gemma":[0.008125667,0.00005677215,0.0000314263,0.00061383366,0.0009786607,0.00029604058,0.0003223592,0.00029051365,0.000017958248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033503235,0.00029598377,0.0006915473,0.00028317163,0.0003488841,0.000013095695,0.22290254,0.0028372835,0.006872642,0.0043404135,0.7511511,0.009928329],"study_design_scores_gemma":[0.00042921814,0.00017419863,0.0006793223,0.00020763565,0.000041970823,0.000001895499,0.032265346,0.0071623647,0.0012509754,0.01092777,0.9466543,0.00020498199],"about_ca_topic_score_codex":0.0006436311,"about_ca_topic_score_gemma":0.001391951,"teacher_disagreement_score":0.24467804,"about_ca_system_score_codex":0.00008456432,"about_ca_system_score_gemma":0.0016877173,"threshold_uncertainty_score":0.972777},"labels":[],"label_agreement":null},{"id":"W6921954467","doi":"10.1007/978-94-007-0753-5_102919","title":"Participatory Action Research","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"","score_opus":0.963372003830075,"score_gpt":0.7690782547423342,"score_spread":0.19429374908774089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921954467","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001890122,0.00014160393,0.0007740191,0.0006897332,0.0004201144,0.00044623585,0.0000028229308,0.00017522038,0.9971612],"genre_scores_gemma":[0.018282522,0.00031493942,0.00034406967,0.00012045879,0.0014225702,0.000070248796,0.0000027200415,0.000056873083,0.9793856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99263924,0.0027634043,0.0003194077,0.0005014871,0.0027081042,0.0010683538],"domain_scores_gemma":[0.9959471,0.0020919065,0.00009138371,0.0005366266,0.00064548774,0.00068748015],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.025826335,0.00018877484,0.00032460326,0.00038669823,0.0010434117,0.00015007606,0.0005460449,0.00062178273,0.013877658],"category_scores_gemma":[0.0036071134,0.00018507117,0.00013840945,0.0001061623,0.0019027365,0.000115651885,0.000177677,0.0012520392,0.006890337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014422754,0.000010113608,0.000023746476,0.000019677504,0.000023155202,0.0000074583304,0.0011236975,3.3179828e-7,0.00005455217,0.91706735,0.038380254,0.043275245],"study_design_scores_gemma":[0.00006036827,0.000071044306,0.000028617978,0.00004639926,0.000011632322,1.3026771e-7,0.00030609014,0.000021608168,0.00012523163,0.077152014,0.9219898,0.00018708916],"about_ca_topic_score_codex":0.0007603927,"about_ca_topic_score_gemma":0.0032711017,"teacher_disagreement_score":0.88360953,"about_ca_system_score_codex":0.00063276064,"about_ca_system_score_gemma":0.0012305791,"threshold_uncertainty_score":0.9938829},"labels":[],"label_agreement":null},{"id":"W6939714290","doi":"10.6084/m9.figshare.12961454.v1","title":"Embracing a Metic Lens for Community-based Participatory Research in Technical Communication","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Rhetorical question; Photovoice; Citizen journalism; Technical communication; Action (physics); Work (physics); Power (physics)","score_opus":0.9593028163852496,"score_gpt":0.713080383163187,"score_spread":0.2462224332220626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939714290","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24181306,0.0049533327,0.0014942766,0.16721746,0.0003516205,0.032595824,0.14979072,0.0040434184,0.3977403],"genre_scores_gemma":[0.99247813,0.000002558357,0.0018080951,0.00092935225,0.00009040765,0.0022807473,0.0023644897,0.000024264556,0.000021927626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866949,0.011337817,0.00028627523,0.00021173316,0.0007160042,0.00075331837],"domain_scores_gemma":[0.9889959,0.009742682,0.00006112884,0.0004931972,0.00037779158,0.00032929762],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009060431,0.00009421631,0.00020505291,0.00015652292,0.0011882609,0.000117375224,0.001013384,0.0001609808,0.005025381],"category_scores_gemma":[0.048458353,0.00010422688,0.00007451168,0.0011263816,0.00018952164,0.00024655028,0.0003014201,0.0012221031,0.0004159186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015722845,0.0026862412,0.0030918473,0.0050217607,0.00008644288,0.00007095819,0.17931059,0.0013252443,0.017492272,0.03817277,0.7253922,0.025777383],"study_design_scores_gemma":[0.0013742709,0.00055614905,0.0049979803,0.0023898578,0.000012781224,2.1926888e-7,0.009802337,0.009209077,0.0057120873,0.0063948175,0.9590708,0.00047961605],"about_ca_topic_score_codex":0.00033824614,"about_ca_topic_score_gemma":0.0019295604,"teacher_disagreement_score":0.7506651,"about_ca_system_score_codex":0.0002847888,"about_ca_system_score_gemma":0.00084418594,"threshold_uncertainty_score":0.9958842},"labels":[],"label_agreement":null},{"id":"W6949256222","doi":"10.5281/zenodo.13898922","title":"Presentation \"Reflecting your own role as researchers in community science studies\"","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Class (philosophy); Research design; Citizen science; Data presentation","score_opus":0.7670478652909909,"score_gpt":0.6423797538659322,"score_spread":0.12466811142505874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949256222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6260061,0.00076903857,0.00033997698,0.0019201684,0.0002205406,0.0008025073,0.000021190373,0.0009881046,0.36893234],"genre_scores_gemma":[0.99716026,0.00027578752,0.00030043267,0.000058763824,0.00014752084,3.5902957e-7,0.000033111068,0.00040463122,0.0016191141],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99036866,0.006389965,0.00029409493,0.00045629466,0.0015418541,0.00094910344],"domain_scores_gemma":[0.997467,0.00055689574,0.000054986216,0.00043554808,0.0010650323,0.0004205415],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02638464,0.00012314992,0.00015791706,0.0008524904,0.008515334,0.0022340957,0.0018062505,0.00006914547,0.0024402838],"category_scores_gemma":[0.035537574,0.00012999488,0.000045195146,0.004220779,0.00205449,0.0011931891,0.0017585561,0.0010888467,0.0033824767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000144131,0.00036357387,0.00010990937,0.0002519074,0.00008578585,0.00008590879,0.34459543,0.00016791747,0.05726983,0.06957826,0.014624907,0.51272243],"study_design_scores_gemma":[0.0002959433,0.0003120406,0.0012075338,0.00017074293,0.000009014883,0.000012194791,0.113237016,0.0018050191,0.0029589746,0.007922688,0.8718392,0.00022961322],"about_ca_topic_score_codex":0.001608773,"about_ca_topic_score_gemma":0.000051366147,"teacher_disagreement_score":0.85721433,"about_ca_system_score_codex":0.0014416327,"about_ca_system_score_gemma":0.00013119935,"threshold_uncertainty_score":0.9988017},"labels":[],"label_agreement":null},{"id":"W6958316649","doi":"10.6084/m9.figshare.12961454","title":"Embracing a Metic Lens for Community-based Participatory Research in Technical Communication","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Rhetorical question; Photovoice; Citizen journalism; Technical communication; Action (physics); Work (physics); Power (physics)","score_opus":0.9593028163852496,"score_gpt":0.713080383163187,"score_spread":0.2462224332220626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958316649","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24181306,0.0049533327,0.0014942766,0.16721746,0.0003516205,0.032595824,0.14979072,0.0040434184,0.3977403],"genre_scores_gemma":[0.99247813,0.000002558357,0.0018080951,0.00092935225,0.00009040765,0.0022807473,0.0023644897,0.000024264556,0.000021927626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866949,0.011337817,0.00028627523,0.00021173316,0.0007160042,0.00075331837],"domain_scores_gemma":[0.9889959,0.009742682,0.00006112884,0.0004931972,0.00037779158,0.00032929762],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009060431,0.00009421631,0.00020505291,0.00015652292,0.0011882609,0.000117375224,0.001013384,0.0001609808,0.005025381],"category_scores_gemma":[0.048458353,0.00010422688,0.00007451168,0.0011263816,0.00018952164,0.00024655028,0.0003014201,0.0012221031,0.0004159186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015722845,0.0026862412,0.0030918473,0.0050217607,0.00008644288,0.00007095819,0.17931059,0.0013252443,0.017492272,0.03817277,0.7253922,0.025777383],"study_design_scores_gemma":[0.0013742709,0.00055614905,0.0049979803,0.0023898578,0.000012781224,2.1926888e-7,0.009802337,0.009209077,0.0057120873,0.0063948175,0.9590708,0.00047961605],"about_ca_topic_score_codex":0.00033824614,"about_ca_topic_score_gemma":0.0019295604,"teacher_disagreement_score":0.7506651,"about_ca_system_score_codex":0.0002847888,"about_ca_system_score_gemma":0.00084418594,"threshold_uncertainty_score":0.9958842},"labels":[],"label_agreement":null},{"id":"W6958323575","doi":"10.6084/m9.figshare.27676729.v1","title":"Additional file 2 of (Dis)connected by design? Using participatory citizen science to uncover environmental determinants of social connectedness for youth in under-resourced neighbourhoods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Simon Fraser University","funders":"","keywords":"Citizen science; Citizen journalism; Table (database); Social connectedness; Participatory action research; Public participation; Participatory sensing","score_opus":0.543243803814796,"score_gpt":0.5431340433780396,"score_spread":0.0001097604367563676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958323575","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106365934,0.000023423163,0.000058065194,0.000012040037,0.00003392188,0.00054559746,0.8927375,0.000028008395,0.00019549135],"genre_scores_gemma":[0.9444616,1.5484257e-7,0.0010196991,0.000049626025,0.00008096552,0.00077491323,0.05345721,0.00002782383,0.00012804853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729896,0.00051090465,0.00035267478,0.0003826762,0.0008166879,0.00063812686],"domain_scores_gemma":[0.9949857,0.004431705,0.000119052005,0.0001208231,0.000105474144,0.00023723337],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007944534,0.00013802251,0.00026771222,0.00023903165,0.00031978727,0.00007219753,0.00040761122,0.00011437769,0.73958683],"category_scores_gemma":[0.013539155,0.00014838633,0.000088564106,0.00090484903,0.00030917214,0.0002831824,0.00014827607,0.00011888599,0.0000773199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015688036,0.00025771445,0.00011219296,0.00025163806,0.000035872526,0.000011521418,0.023691533,0.00020336319,0.016771236,0.00012286585,0.9555215,0.0028636442],"study_design_scores_gemma":[0.004404339,0.0024462596,0.07357421,0.021803627,0.00028044946,0.000004295307,0.114617646,0.15288492,0.19911706,0.0033370662,0.42333043,0.004199695],"about_ca_topic_score_codex":0.000063885476,"about_ca_topic_score_gemma":0.00008902828,"teacher_disagreement_score":0.8392803,"about_ca_system_score_codex":0.00042744374,"about_ca_system_score_gemma":0.0013918243,"threshold_uncertainty_score":0.9947702},"labels":[],"label_agreement":null},{"id":"W6959072357","doi":"10.1080/10130950.2009.9676224","title":"“I am a farmer”: Young women address conservation using photovoice around Tiwai Island, Sierra Leone","year":2009,"lang":"en","type":"article","venue":"Agenda","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Photovoice; Sierra leone; Participatory action research; Citizen journalism; Focus group; Identity (music); Participant observation; Youth studies; Construct (python library)","score_opus":0.5034168788191307,"score_gpt":0.5737371617481849,"score_spread":0.07032028292905423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959072357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713692,0.00010715452,0.002708363,0.00047783626,0.00025546912,0.00036077664,0.000013590053,0.00009383126,0.02461375],"genre_scores_gemma":[0.9952063,0.000043344753,0.0013706472,0.0010251033,0.0002980837,0.000031683066,0.000004470377,0.000013701773,0.0020066835],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968583,0.00094196317,0.00025842292,0.00031260014,0.00075283385,0.00087587564],"domain_scores_gemma":[0.9988822,0.00030700915,0.00011466245,0.00024212504,0.00015914992,0.00029490027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003329529,0.00014117357,0.00022226578,0.00010971368,0.0007369418,0.00019578564,0.0003107956,0.00011786576,0.00052625727],"category_scores_gemma":[0.0014372672,0.00014753167,0.000056855766,0.00064426643,0.00029275042,0.00047990968,0.000041673542,0.00022818794,0.00009136003],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006630136,0.0011465803,0.065786,0.00010651283,0.00030751416,0.0003978205,0.34963796,0.0002470822,0.4743018,0.020086382,0.01603548,0.071283884],"study_design_scores_gemma":[0.0039028774,0.001122631,0.13589182,0.00023650691,0.00014795386,0.000023053755,0.08163742,0.01789893,0.02256903,0.021359768,0.7129194,0.002290603],"about_ca_topic_score_codex":0.0048446152,"about_ca_topic_score_gemma":0.0024902818,"teacher_disagreement_score":0.6968839,"about_ca_system_score_codex":0.00049678335,"about_ca_system_score_gemma":0.00046206664,"threshold_uncertainty_score":0.7323641},"labels":[],"label_agreement":null},{"id":"W6959338803","doi":"10.11575/prism/49526","title":"Adapting Arts-Based Engagement Ethnography for Different Newcomer Groups","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Focus group; Participant observation; Citizenship; Qualitative research; Photo elicitation; Cultural competence; Set (abstract data type); Process (computing)","score_opus":0.8664668303537509,"score_gpt":0.6957230529301384,"score_spread":0.17074377742361257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959338803","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032414212,0.00018667874,0.004938276,0.0006436554,0.0010891549,0.004507713,0.0001670288,0.000077750265,0.9851483],"genre_scores_gemma":[0.0053097904,0.00007310191,0.043269075,0.00013044065,0.0012215584,0.0016986468,0.000040653133,0.0010060648,0.94725066],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963629,0.0013051307,0.00026375783,0.0005408979,0.0007615285,0.00076575275],"domain_scores_gemma":[0.9975907,0.001457882,0.00020531246,0.00037884997,0.00005423469,0.00031302424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006632521,0.00023896991,0.00041799477,0.0003270571,0.0004908895,0.00035269957,0.0010286795,0.00025927136,0.01183105],"category_scores_gemma":[0.0016368424,0.00021807893,0.00019095578,0.00041977933,0.00028872705,0.00007877224,0.0002658727,0.00031721636,0.00048595053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011382411,0.0004163057,0.002001443,0.00010921466,0.00041985858,0.00002631662,0.011641979,0.000008549946,0.00021135248,0.0023761617,0.31179592,0.67087907],"study_design_scores_gemma":[0.00041390103,0.00007977081,0.0001924785,0.00021668989,0.000044572636,1.0175113e-8,0.0019004456,0.00009281272,0.00017906973,0.00012738432,0.99648494,0.0002679559],"about_ca_topic_score_codex":0.0023360194,"about_ca_topic_score_gemma":0.025150718,"teacher_disagreement_score":0.684689,"about_ca_system_score_codex":0.0001365909,"about_ca_system_score_gemma":0.00034152198,"threshold_uncertainty_score":0.99263775},"labels":[],"label_agreement":null},{"id":"W6963696138","doi":"10.25316/ir-16329","title":"A commitment to embodying joy in the service of social justice : embodied leadership when exploring difference","year":2021,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Reflexivity; Praxis; Experiential learning; Action (physics); Irish; Social justice; Social learning","score_opus":0.481724829123663,"score_gpt":0.4496784665690542,"score_spread":0.0320463625546088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963696138","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065124914,0.00012391432,0.00067670725,0.002376202,0.0006336511,0.00064497226,0.000035505866,0.00005815694,0.9947996],"genre_scores_gemma":[0.028759426,0.00018909993,0.0011765243,0.00064598914,0.00064987194,0.000025980708,0.0000017733653,0.00013367207,0.96841764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954866,0.0022868682,0.0001579227,0.00044233183,0.00092385965,0.0007024298],"domain_scores_gemma":[0.99852526,0.0006236302,0.00017764074,0.00035771262,0.00013862908,0.00017712516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012376389,0.00025507834,0.0004983247,0.0005988981,0.00039489943,0.000060150116,0.0010313516,0.00024676893,0.0007778231],"category_scores_gemma":[0.0004151106,0.00024240135,0.00010964952,0.0015088404,0.00021717527,0.00010921303,0.0002688158,0.00048704247,0.000016696966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015433779,0.00031079375,0.00016437919,0.00084195635,0.00017027759,0.00026050454,0.26619548,0.000024861218,0.00016856936,0.021440431,0.70848894,0.0017794973],"study_design_scores_gemma":[0.00044876194,0.00003637387,0.00014756687,0.00037591567,0.00010125141,9.744044e-8,0.19272019,0.000012363805,0.000020226,0.00006658513,0.805821,0.00024967885],"about_ca_topic_score_codex":0.0062371306,"about_ca_topic_score_gemma":0.12204129,"teacher_disagreement_score":0.115804166,"about_ca_system_score_codex":0.00040396053,"about_ca_system_score_gemma":0.0005348539,"threshold_uncertainty_score":0.988484},"labels":[],"label_agreement":null},{"id":"W6967397070","doi":"10.5281/zenodo.11488192","title":"The Evolution of Dataverse & Community Panel","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Council of University Libraries","funders":"","keywords":"Presentation (obstetrics); Field (mathematics); Government (linguistics); Work (physics)","score_opus":0.5074636695535293,"score_gpt":0.5088486822509208,"score_spread":0.0013850126973915522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967397070","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16522513,0.0008054307,0.020813381,0.0027635177,0.0006647629,0.0012179055,0.00045027235,0.0020430495,0.80601656],"genre_scores_gemma":[0.99767095,0.00016071422,0.000118998614,0.0000145394015,0.00010735579,4.7360434e-8,0.00008405844,0.00029320575,0.0015501458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937846,0.004896753,0.00018727778,0.0001595423,0.0006049233,0.00036690512],"domain_scores_gemma":[0.998436,0.00046215593,0.000045465087,0.00045057855,0.0004420233,0.00016380205],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009820251,0.00006509823,0.00008070584,0.00012732303,0.0070248214,0.00077615253,0.0013495538,0.000046998895,0.003531388],"category_scores_gemma":[0.0072688498,0.00005543382,0.000044787434,0.00084915565,0.0010171541,0.00032169066,0.00089692354,0.00044380222,0.004223272],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007454873,0.00015960354,0.000012970916,0.000113273665,0.00007486889,0.00000900607,0.028582517,0.000018049132,0.008477687,0.50558895,0.13810731,0.31878123],"study_design_scores_gemma":[0.000071712784,0.00008417546,0.00046294622,0.000028858736,0.000007999783,0.000003010688,0.010361253,0.00047634073,0.00019552442,0.0023890391,0.9858606,0.00005854321],"about_ca_topic_score_codex":0.00087819714,"about_ca_topic_score_gemma":0.000019206958,"teacher_disagreement_score":0.8477533,"about_ca_system_score_codex":0.000436903,"about_ca_system_score_gemma":0.00003388419,"threshold_uncertainty_score":0.99737954},"labels":[],"label_agreement":null},{"id":"W6968910213","doi":"10.5281/zenodo.4667915","title":"Reflection as pedagogy in action research","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reflection (computer programming); Action (physics); Action research; Educational research; Research methodology","score_opus":0.6885612106829911,"score_gpt":0.6456179217603853,"score_spread":0.04294328892260579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968910213","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28826597,0.00014205626,0.0011175992,0.0041414397,0.00025337248,0.00054236944,0.000016754097,0.000573915,0.7049465],"genre_scores_gemma":[0.98533285,0.0005651733,0.00041276793,0.00011516844,0.00042457628,3.1987662e-7,0.00016472406,0.000665751,0.012318688],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875343,0.009416587,0.0002733497,0.00053968304,0.0013486599,0.00088741316],"domain_scores_gemma":[0.99712574,0.00025651898,0.000059117356,0.00042508735,0.0017674415,0.00036610977],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.011766642,0.00010205629,0.00015193589,0.0005774414,0.0048272666,0.000995601,0.0007663133,0.00014256964,0.024482511],"category_scores_gemma":[0.017991958,0.0001241791,0.000049859675,0.0028227726,0.0005450852,0.00052725076,0.0008200499,0.00081880804,0.009799209],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031593125,0.00076607784,0.00012093202,0.00009516674,0.000045431843,0.00025041428,0.034083426,0.000060929713,0.08400421,0.14765044,0.07391651,0.6586905],"study_design_scores_gemma":[0.00031299898,0.00016100076,0.0013284518,0.000028037246,0.0000031725222,0.000024759302,0.010563364,0.00009547937,0.004168008,0.0030597977,0.9801307,0.00012423655],"about_ca_topic_score_codex":0.00077466376,"about_ca_topic_score_gemma":0.00015480314,"teacher_disagreement_score":0.9062142,"about_ca_system_score_codex":0.0009761776,"about_ca_system_score_gemma":0.00011473935,"threshold_uncertainty_score":0.9964683},"labels":[],"label_agreement":null},{"id":"W6974261012","doi":"10.58079/r283","title":"Parution : Participations, vol. 15, Issue 2","year":2020,"lang":"en","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Relation (database); Term (time)","score_opus":0.37093779730597126,"score_gpt":0.4855632757801641,"score_spread":0.11462547847419285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6974261012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6257691,0.00024295508,0.0051767537,0.20470311,0.0008880164,0.0015353659,0.00011333348,0.0010378116,0.16053356],"genre_scores_gemma":[0.9861462,0.000041375264,0.0012772995,0.0016059116,0.0013164512,0.000037538593,0.000026787697,0.000023436403,0.009524998],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612325,0.00158678,0.00024023857,0.00041350667,0.00078087277,0.0008553225],"domain_scores_gemma":[0.9978687,0.00030634092,0.00013791946,0.00021040998,0.00040097767,0.001075653],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014588316,0.00018133511,0.00025385484,0.00010783077,0.00095179403,0.00020207373,0.00057501625,0.00037533315,0.0038499597],"category_scores_gemma":[0.009010523,0.00019641937,0.00012175441,0.0015044755,0.00048277507,0.0008119369,0.00012021759,0.00060094864,0.00086937373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028669735,0.0002688051,0.008962999,0.000037425852,0.00021618819,0.0002034836,0.097380646,0.00035935538,0.0168566,0.094376706,0.7503078,0.030743297],"study_design_scores_gemma":[0.0008435019,0.00014311176,0.030394599,0.000027111344,0.000067266104,9.796686e-7,0.027404713,0.0015034445,0.002992568,0.00025832176,0.9360113,0.0003530683],"about_ca_topic_score_codex":0.0017679958,"about_ca_topic_score_gemma":0.0003694323,"teacher_disagreement_score":0.3603771,"about_ca_system_score_codex":0.00043479618,"about_ca_system_score_gemma":0.00072529854,"threshold_uncertainty_score":0.99990857},"labels":[],"label_agreement":null},{"id":"W6983207457","doi":"","title":"Live in Public : The Art of Engagement Conference","year":2007,"lang":"en","type":"book","venue":"E-Artexte (Artexte)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Realm; Public engagement; Public art; Community engagement; Public history; Action (physics); Placemaking; Social activism","score_opus":0.6487761220911028,"score_gpt":0.5906308082255061,"score_spread":0.05814531386559674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983207457","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017366986,0.0009456191,0.0008430146,0.0018946663,0.00068638305,0.0016158461,0.00003948822,0.00009180662,0.9921465],"genre_scores_gemma":[0.11875662,0.0008167056,0.0005483225,0.00050652376,0.00064083014,0.00019215574,0.000028996139,0.0000799461,0.8784299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890009,0.0047250036,0.0010905084,0.0008324742,0.0026875038,0.0016636095],"domain_scores_gemma":[0.9938085,0.0033497172,0.0005655421,0.0010516403,0.00065928185,0.00056528405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.023556944,0.0004837369,0.0008663541,0.0005347723,0.00066380226,0.00025961216,0.0018392543,0.00062094734,0.01104822],"category_scores_gemma":[0.0043413797,0.00041095362,0.0003066477,0.00068682746,0.0026236814,0.0004083095,0.00042923697,0.001943284,0.0033882372],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098182914,0.00054770487,0.0006177345,0.00018939732,0.00024185712,0.00013840431,0.060095556,0.000005374742,0.00017495248,0.57477,0.25789055,0.10523035],"study_design_scores_gemma":[0.0003592022,0.00015299204,0.0021673653,0.00027213266,0.000039164315,8.169378e-7,0.002931108,0.00005316208,0.00005414127,0.023248853,0.9703071,0.00041397306],"about_ca_topic_score_codex":0.0004708554,"about_ca_topic_score_gemma":0.0073437453,"teacher_disagreement_score":0.7124165,"about_ca_system_score_codex":0.0008291704,"about_ca_system_score_gemma":0.004271709,"threshold_uncertainty_score":0.99983424},"labels":[],"label_agreement":null},{"id":"W6987634664","doi":"","title":"Through gendered lenses : exploring rural seniors' use of photovoice to document health barriers and supports in Northwestern Ontario","year":2012,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Meaning (existential); Popularity; Visual methods; Consciousness; Connection (principal bundle); Visual research","score_opus":0.40595085201305176,"score_gpt":0.4826971727809967,"score_spread":0.07674632076794496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987634664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98645735,0.00029855143,0.000032802647,0.00008086946,0.0005640329,0.000844365,0.000037351158,0.000046587058,0.011638112],"genre_scores_gemma":[0.98201764,0.000036880363,0.00015768109,0.000005526607,0.00005092373,0.000016742255,0.00007270026,0.000030363246,0.017611554],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9959524,0.0017481754,0.00042155967,0.0004241195,0.00049682957,0.00095687323],"domain_scores_gemma":[0.9977495,0.00056431064,0.00023942694,0.0003576008,0.0002580246,0.00083114713],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011851846,0.00031745055,0.0006699441,0.00077933073,0.0005845081,0.00007633584,0.0004219221,0.00023315358,0.00017637876],"category_scores_gemma":[0.00026850315,0.00039094672,0.00012322517,0.0010116711,0.00024353665,0.001241221,0.0001917529,0.00054408936,0.000014456181],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002700368,0.0001562859,0.42245343,0.00019824992,0.000069734444,0.00003957846,0.5698051,0.000003323044,0.00020733522,0.0023938855,0.00024831772,0.0041547334],"study_design_scores_gemma":[0.00063176686,0.00022013525,0.4794233,0.0005994384,0.00007208515,8.7923655e-7,0.09166565,6.503181e-7,0.0006657086,0.000059697577,0.42613366,0.00052699953],"about_ca_topic_score_codex":0.3408362,"about_ca_topic_score_gemma":0.99835783,"teacher_disagreement_score":0.65752167,"about_ca_system_score_codex":0.002035673,"about_ca_system_score_gemma":0.003422073,"threshold_uncertainty_score":0.99985427},"labels":[],"label_agreement":null},{"id":"W6987787100","doi":"","title":"Unleashing the Power of Prevention: Creating Video to Re-Imagine Our Approach to Disease","year":2016,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craft; Disease; Narrative; Power (physics); Work (physics); Health care","score_opus":0.2754531265275068,"score_gpt":0.48337113548579763,"score_spread":0.20791800895829082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987787100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9125437,0.000019596237,0.046977352,0.007884224,0.00023105321,0.000948577,0.000036850197,0.00014989328,0.031208752],"genre_scores_gemma":[0.9727189,0.000009054776,0.0015756857,0.00030968332,0.00017056751,0.000007038835,0.0000012101342,0.000032971693,0.025174912],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955714,0.0017177805,0.00031456756,0.00058688107,0.0010492448,0.0007601377],"domain_scores_gemma":[0.99739784,0.0004961947,0.00018632378,0.00067567424,0.00027681905,0.000967157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002805571,0.00022770782,0.00031659837,0.00038257553,0.00062166236,0.00017922031,0.0014129326,0.000088025845,0.00004931888],"category_scores_gemma":[0.0019023711,0.00017130734,0.00016936149,0.0010444417,0.00021622416,0.00093548145,0.00066790485,0.00020166225,0.00012687255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016453164,0.0011826535,0.77458894,0.0002405746,0.00033553955,0.00019312657,0.1357066,0.0004623143,0.013122953,0.033148237,0.0011482601,0.038225506],"study_design_scores_gemma":[0.003475556,0.0011565348,0.32319567,0.0023165024,0.00036719197,0.0000036568667,0.112706,0.000049274608,0.0048327562,0.00093293964,0.548973,0.0019909202],"about_ca_topic_score_codex":0.00036044314,"about_ca_topic_score_gemma":0.00088292704,"teacher_disagreement_score":0.54782474,"about_ca_system_score_codex":0.00040555067,"about_ca_system_score_gemma":0.00040671756,"threshold_uncertainty_score":0.6985711},"labels":[],"label_agreement":null},{"id":"W6988117115","doi":"","title":"Writing with light: An iconographic-iconologic approach to refugee photography","year":2016,"lang":"en","type":"article","venue":"UNSWorks (UNSW Sydney)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Griffith University; York University; Australian Government","keywords":"Refugee; Photography; Photo elicitation; Currency; Visibility; Qualitative research; Narrative","score_opus":0.300207029124432,"score_gpt":0.5108074205399826,"score_spread":0.21060039141555065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988117115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8685378,0.00016091342,0.040491164,0.0025827428,0.00021037128,0.0010840466,0.000010285434,0.0006448397,0.08627788],"genre_scores_gemma":[0.97242635,0.00006000881,0.025329204,0.000679231,0.0003861471,0.0002963298,0.000002617483,0.000054306445,0.0007658131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944504,0.0017203208,0.0004050456,0.0009236934,0.000942486,0.0015580847],"domain_scores_gemma":[0.99694926,0.0005579949,0.00014886398,0.0007823375,0.00026830248,0.0012932633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047164103,0.00031877743,0.000426473,0.000730232,0.00097037706,0.00028267942,0.0010426872,0.00033559153,0.00024054195],"category_scores_gemma":[0.0011360404,0.00021488589,0.00015504724,0.002617719,0.0008914763,0.0007952809,0.00013508911,0.00039986626,0.00012100889],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077899336,0.0018298056,0.21411864,0.000079930396,0.00040392185,0.00009469954,0.033296503,0.00004426453,0.024083845,0.50974685,0.002860177,0.21266238],"study_design_scores_gemma":[0.0048764846,0.00419247,0.05805808,0.0012489272,0.00023365451,0.000024632856,0.04195729,0.00041404908,0.014892589,0.035090767,0.8344816,0.0045294585],"about_ca_topic_score_codex":0.0003276335,"about_ca_topic_score_gemma":0.0007089014,"teacher_disagreement_score":0.8316214,"about_ca_system_score_codex":0.00014084658,"about_ca_system_score_gemma":0.0003212769,"threshold_uncertainty_score":0.87627923},"labels":[],"label_agreement":null},{"id":"W6989472812","doi":"","title":"Arts on the Ground: Camp fYrefly as an LGBTTQ&amp;A Arts-Informed, Community-Based Education Project","year":2007,"lang":"en","type":"article","venue":"New Prairie Press (Kansas State University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mindset; The arts; Summer camp; Work (physics); Curriculum; Element (criminal law)","score_opus":0.5727961407603168,"score_gpt":0.5696309445232901,"score_spread":0.003165196237026713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989472812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59805185,0.000017686623,0.010678986,0.0028181323,0.00035682318,0.0014022433,0.000027120688,0.000279294,0.38636786],"genre_scores_gemma":[0.8881775,0.00006246008,0.005394811,0.0026021495,0.00039931116,0.000018188146,0.000099657314,0.00006987925,0.10317604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99434346,0.003127717,0.00025127898,0.00033426026,0.0010379249,0.00090533594],"domain_scores_gemma":[0.9953423,0.0026524332,0.00020705824,0.00079175085,0.00035946778,0.0006469818],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005393842,0.0002443941,0.00021796304,0.00043471187,0.0022951763,0.0002738847,0.0011802013,0.00015902572,0.0001378167],"category_scores_gemma":[0.001665865,0.00022274659,0.00010564484,0.00088571134,0.00087141874,0.0009304403,0.00013617499,0.000881113,0.00013259983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004822403,0.004000424,0.0043997243,0.00021593652,0.00029137006,0.0001440208,0.35430872,0.0005927392,0.001192394,0.4146166,0.100456394,0.11495925],"study_design_scores_gemma":[0.0005347983,0.00033882284,0.0011016605,0.000050819628,0.00002967091,6.7799635e-7,0.022415262,0.0000348795,0.0011804436,0.0021248271,0.97191787,0.00027028364],"about_ca_topic_score_codex":0.049002286,"about_ca_topic_score_gemma":0.09700162,"teacher_disagreement_score":0.87146145,"about_ca_system_score_codex":0.0008048075,"about_ca_system_score_gemma":0.005469988,"threshold_uncertainty_score":0.9990037},"labels":[],"label_agreement":null},{"id":"W6989947892","doi":"","title":"Clearing Your History: A Review of Non-Consensual Distribution of Intimate Images in Canada and Future Responses","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clearing; Distribution (mathematics); Field (mathematics); Context (archaeology)","score_opus":0.15524034580204385,"score_gpt":0.4663753525801103,"score_spread":0.3111350067780665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989947892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768917,0.01964606,0.000020981179,0.0009757035,0.0001639825,0.00017759603,0.000077713994,0.000008885569,0.0020373873],"genre_scores_gemma":[0.9932755,0.005381372,0.0007156132,0.00018399266,0.0001017722,0.000012944512,0.000008940266,0.000008829723,0.00031098837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703985,0.0015703181,0.00035776646,0.00020736245,0.00050984905,0.00031483028],"domain_scores_gemma":[0.99873686,0.00045674032,0.00014202546,0.00020438194,0.00024963118,0.0002103648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00299807,0.000087722125,0.00035767868,0.000031219177,0.00008725076,0.00001268828,0.00014715285,0.00005572786,0.00022409065],"category_scores_gemma":[0.004505364,0.00009198433,0.000043175154,0.0002896364,0.0003197198,0.00014865673,0.0000948497,0.00023388022,0.0000023222622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069900794,0.00037249137,0.7491644,0.015250557,0.00020289852,0.0007976962,0.0076830774,0.0000074145155,0.07024126,0.06846077,0.03674405,0.050376397],"study_design_scores_gemma":[0.0006533499,0.00007922034,0.60993534,0.0037834386,0.000057748664,0.0000045806837,0.0043507596,0.000028404247,0.023118414,0.00042122664,0.3572087,0.00035881705],"about_ca_topic_score_codex":0.7538878,"about_ca_topic_score_gemma":0.7500742,"teacher_disagreement_score":0.32046464,"about_ca_system_score_codex":0.00087951403,"about_ca_system_score_gemma":0.004373093,"threshold_uncertainty_score":0.775768},"labels":[],"label_agreement":null},{"id":"W6994151032","doi":"","title":"From the Editor","year":2015,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Government (linguistics); Subject (documents); Presentation (obstetrics)","score_opus":0.516640256486669,"score_gpt":0.5396819095471357,"score_spread":0.023041653060466682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994151032","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36664432,0.00023493497,0.004956417,0.008897945,0.005388423,0.00045024953,0.000056781053,0.00031479792,0.6130561],"genre_scores_gemma":[0.9442916,0.00006651377,0.0024425343,0.0004100528,0.010257462,0.0000025253262,0.00000888296,0.000022533135,0.042497877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969383,0.0016334055,0.000084792955,0.00022106123,0.00070715457,0.000415316],"domain_scores_gemma":[0.99788135,0.0010744432,0.000051463896,0.00030202325,0.00022249954,0.0004682198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018264183,0.00008503728,0.000114287395,0.00006700671,0.00058739836,0.000095094234,0.0007722676,0.00008857206,0.00030223996],"category_scores_gemma":[0.0023816573,0.0000744916,0.00006008709,0.0006914452,0.0006314509,0.00031862495,0.00014760799,0.00019705413,0.00028487272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021045333,0.000101825215,0.0064411573,0.000002203544,0.00007256406,0.00018463314,0.0589994,0.000027371316,0.00013805022,0.13569093,0.7962383,0.0018931399],"study_design_scores_gemma":[0.00026790999,0.000021289241,0.0006264676,0.000005138814,0.000015333697,8.2607734e-8,0.049209308,0.000033604163,0.000055929548,0.002661793,0.94700855,0.00009456815],"about_ca_topic_score_codex":0.0062900977,"about_ca_topic_score_gemma":0.002940241,"teacher_disagreement_score":0.5776473,"about_ca_system_score_codex":0.00041491372,"about_ca_system_score_gemma":0.0008656502,"threshold_uncertainty_score":0.9508788},"labels":[],"label_agreement":null},{"id":"W6995613210","doi":"","title":"Perspectives on Family Values: A Photographic Exploration of Memory and Home","year":2018,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grandparent; Treasure; Set (abstract data type); Photography; Photo elicitation; Work (physics)","score_opus":0.2918830974224432,"score_gpt":0.4818641059683781,"score_spread":0.18998100854593486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995613210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.891304,0.00009161502,0.0017367493,0.00009418758,0.00013162123,0.0002989759,0.000018358369,0.000068040375,0.106256425],"genre_scores_gemma":[0.99547505,0.00040604646,0.0018296171,0.000024988622,0.00012280128,0.0000015817585,0.0000014640488,0.0000118705975,0.0021265873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9965966,0.0018981276,0.00012698336,0.000403043,0.00058720616,0.00038804323],"domain_scores_gemma":[0.9986524,0.00037868676,0.0000996557,0.00024896054,0.00035448768,0.0002657946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015854316,0.00012987998,0.00019755399,0.00080503355,0.00088890234,0.00008293593,0.0003649144,0.000079771075,0.000055205943],"category_scores_gemma":[0.00077636517,0.00014080692,0.00008322275,0.0009994854,0.0025937764,0.0012827821,0.0001170315,0.00030355758,0.000026508405],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012182761,0.00055672094,0.01817804,0.0000469008,0.00025674375,0.000100916935,0.37486053,0.000006143405,0.13952193,0.45607197,0.00020860632,0.008973242],"study_design_scores_gemma":[0.0034679146,0.0032753793,0.17410484,0.00035635234,0.00018900311,0.0000029625319,0.7038563,0.00029743003,0.021731561,0.06407998,0.027478026,0.0011602663],"about_ca_topic_score_codex":0.00082495034,"about_ca_topic_score_gemma":0.00031989234,"teacher_disagreement_score":0.391992,"about_ca_system_score_codex":0.0001329439,"about_ca_system_score_gemma":0.00032639582,"threshold_uncertainty_score":0.95568776},"labels":[],"label_agreement":null},{"id":"W6996188669","doi":"","title":"Re-presenting youth : a visual exploration of young people's experiences in urban renewal efforts","year":2002,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Qualitative research; Perspective (graphical); Context (archaeology); Urban planning","score_opus":0.23916411596337814,"score_gpt":0.4437673161402798,"score_spread":0.20460320017690167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996188669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750932,0.000088798944,0.00008283919,0.00008261493,0.00035856018,0.0004035754,0.0000073342994,0.00003626766,0.023846844],"genre_scores_gemma":[0.99775755,0.00013434676,0.00036360396,0.0000012650662,0.00008542993,0.0000037645975,0.00005239308,0.000016247426,0.001585379],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99668896,0.0010158522,0.00024028821,0.00038877397,0.0011984804,0.00046763945],"domain_scores_gemma":[0.9986393,0.00021065406,0.0005058036,0.000216393,0.00027416222,0.00015371958],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016091783,0.00018135249,0.00046602113,0.00053446455,0.0004258756,0.00004010427,0.0005429973,0.00031167,0.000071058836],"category_scores_gemma":[0.00077954336,0.00024926596,0.00014734351,0.00092010724,0.00030103474,0.0008961962,0.00009112031,0.00027684539,0.00000865928],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020115355,0.00018588045,0.12799129,0.00015836989,0.000032952154,0.000022957169,0.86965585,0.000018583421,0.0005639852,0.00036318426,0.00021967324,0.0005861436],"study_design_scores_gemma":[0.00026188794,0.000105645064,0.060359493,0.00019746347,0.0000415813,4.549079e-8,0.9375416,0.0003750515,0.000664964,0.0000997542,0.00015124849,0.00020126042],"about_ca_topic_score_codex":0.057443604,"about_ca_topic_score_gemma":0.9444354,"teacher_disagreement_score":0.88699186,"about_ca_system_score_codex":0.00024066702,"about_ca_system_score_gemma":0.00029357945,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W6997060153","doi":"","title":"Through Her Eyes: Photovoice as a Research Method for Women with Mental Health Challenges Living in Supportive Housing","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Oppression; Participatory action research; Mental health; Intersectionality; Identity (music); Meaning (existential); Photo elicitation; Reflexivity","score_opus":0.4463566153855882,"score_gpt":0.5768092591407549,"score_spread":0.1304526437551667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997060153","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120085984,0.00070018193,0.0008149027,0.0018092148,0.0005539136,0.0048884996,0.00007792155,0.00032104214,0.87074834],"genre_scores_gemma":[0.017228598,0.0018801289,0.010115012,0.00010895427,0.00021664519,0.00015519634,0.000049684437,0.00018982573,0.97005594],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99002045,0.005437158,0.00032250799,0.00095833687,0.0013932802,0.0018682631],"domain_scores_gemma":[0.9962823,0.002421268,0.0002722179,0.00026256221,0.00038825863,0.00037343233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008733136,0.00033202025,0.0006434761,0.000615361,0.0011665502,0.00015622072,0.0007326064,0.00037187073,0.0076964763],"category_scores_gemma":[0.000994883,0.0003643523,0.00009929074,0.002065531,0.00030652777,0.00058925524,0.00017546503,0.0008807573,0.00006195867],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017886875,0.00024800142,0.0004385493,0.00085759367,0.00021499813,0.00013337331,0.696964,0.000012396202,0.00015246251,0.0044536465,0.00062175305,0.29411453],"study_design_scores_gemma":[0.0005809701,0.0006521116,0.0010977931,0.00091014476,0.00001274044,3.39305e-7,0.70475316,0.000045760502,0.00013677384,0.0007536883,0.29073232,0.00032421364],"about_ca_topic_score_codex":0.020508923,"about_ca_topic_score_gemma":0.25332633,"teacher_disagreement_score":0.29379034,"about_ca_system_score_codex":0.0032116703,"about_ca_system_score_gemma":0.003140349,"threshold_uncertainty_score":0.99988085},"labels":[],"label_agreement":null},{"id":"W6997140733","doi":"","title":"Transformative Dialogues and the Power of Collaborative Action Research: An Editorial","year":2023,"lang":"en","type":"article","venue":"Érudit (Université de Montréal)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Power (physics); Action (physics); Action research","score_opus":0.32840117431322424,"score_gpt":0.49318631023386766,"score_spread":0.16478513592064342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997140733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97526354,0.0006669998,0.00010335708,0.013077441,0.0019424873,0.00067309395,0.000053325402,0.00009541007,0.008124355],"genre_scores_gemma":[0.99226755,0.003852822,0.00010685344,0.000016307918,0.0015330305,0.000024900044,0.0000058548444,0.0000103418515,0.0021823298],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945147,0.003918746,0.000104522725,0.00015482625,0.0009010835,0.0004061249],"domain_scores_gemma":[0.9973661,0.0017705729,0.00005883546,0.00014488281,0.00045981372,0.00019980712],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008335023,0.00006877423,0.00016117268,0.00020055116,0.0014690342,0.000029520474,0.0002507958,0.00011275024,0.000032375607],"category_scores_gemma":[0.0015407364,0.00005603401,0.00004150778,0.0013737757,0.0015281356,0.00045802354,0.00010021429,0.00024677374,0.00002549852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003053599,0.00009088162,0.00035398125,0.000022270637,0.00013396863,0.00007514708,0.56152,0.000032493223,0.0041836533,0.254609,0.1604247,0.0155003285],"study_design_scores_gemma":[0.0014110984,0.00025369576,0.0015160753,0.000012348205,0.000020180634,7.0348676e-7,0.19740224,0.0002510963,0.001102106,0.011364984,0.78656936,0.000096092124],"about_ca_topic_score_codex":0.009573447,"about_ca_topic_score_gemma":0.07891971,"teacher_disagreement_score":0.6261447,"about_ca_system_score_codex":0.0012731163,"about_ca_system_score_gemma":0.00024523208,"threshold_uncertainty_score":0.9998309},"labels":[],"label_agreement":null},{"id":"W6997470533","doi":"","title":"“We Are Nature”: Exploring Nature Conceptualizations and Connections through Children's Photography","year":2022,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Focus (optics); Photo elicitation; Connection (principal bundle); Affordance","score_opus":0.22924561444898067,"score_gpt":0.43695761392537047,"score_spread":0.2077119994763898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997470533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70323986,0.000097868964,0.0009477531,0.001391288,0.00083934894,0.0015577609,0.0002840661,0.0005918454,0.2910502],"genre_scores_gemma":[0.9542962,0.04436473,0.0007881483,0.00026383653,0.0001281008,0.000050092523,0.000018119747,0.000025334824,0.00006546133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996304,0.0018136167,0.00013494013,0.00051678094,0.00066287495,0.00056783634],"domain_scores_gemma":[0.9987834,0.0004626461,0.00012782683,0.0002848358,0.00015896336,0.00018229397],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00069839094,0.00018333837,0.00022341238,0.0045262557,0.0032727711,0.000098375436,0.00051853585,0.00020020944,0.00022986803],"category_scores_gemma":[0.0006756187,0.00022301638,0.00012934957,0.014105294,0.0005743324,0.0008868233,0.0004458499,0.0013249648,0.0000035985008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002389368,0.00084080297,0.053811178,0.000055181772,0.000453988,0.00022952168,0.34883034,0.00016778767,0.000055613964,0.5876844,0.0020883337,0.0055439584],"study_design_scores_gemma":[0.00048607163,0.00008422298,0.0010155885,0.000015060181,0.000051730512,0.0000033200836,0.06462767,0.000029973351,0.0001785211,0.000032417236,0.93322587,0.00024953816],"about_ca_topic_score_codex":0.028351137,"about_ca_topic_score_gemma":0.014710268,"teacher_disagreement_score":0.93113756,"about_ca_system_score_codex":0.00034823827,"about_ca_system_score_gemma":0.00060697977,"threshold_uncertainty_score":0.9980248},"labels":[],"label_agreement":null},{"id":"W6998987616","doi":"","title":"Body-map storytelling as a health research methodology: blurred lines creating clear pictures","year":2018,"lang":"en","type":"article","venue":"RUC (Universidade Da Coruña)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Decolonization; Storytelling; Narrative; Portuguese; Citizen journalism; Participatory action research; Narrative inquiry","score_opus":0.8028714733531902,"score_gpt":0.6722177817234564,"score_spread":0.13065369162973384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998987616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.906727,0.0013297974,0.016129563,0.01493661,0.0014159391,0.001418838,0.00003593817,0.00060604344,0.05740026],"genre_scores_gemma":[0.9463417,0.00027218682,0.04246862,0.00068990845,0.0020298213,0.000020519743,0.000011253197,0.0000659017,0.008100109],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98107624,0.014383192,0.0003500538,0.0007443194,0.0015648936,0.001881301],"domain_scores_gemma":[0.99143857,0.005881609,0.00022273597,0.00057344366,0.00088546786,0.000998173],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.023279509,0.00023612815,0.00050785067,0.00074429717,0.00433235,0.00027987265,0.0010279055,0.00030454344,0.0011933596],"category_scores_gemma":[0.01086506,0.0002536688,0.00015202645,0.0015729695,0.002920552,0.00055351027,0.00041032946,0.0010477334,0.00063176814],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016640334,0.00047137513,0.0072184494,0.00025260303,0.00037421787,0.00022888221,0.4298394,0.00004991896,0.034819774,0.38086966,0.049909297,0.09430239],"study_design_scores_gemma":[0.0008680523,0.001873983,0.0043277135,0.0002467561,0.000029657567,0.000005244262,0.2329555,0.0020776356,0.00445656,0.014591558,0.7379807,0.00058664323],"about_ca_topic_score_codex":0.009942106,"about_ca_topic_score_gemma":0.0026708604,"teacher_disagreement_score":0.6880714,"about_ca_system_score_codex":0.000829317,"about_ca_system_score_gemma":0.0021439798,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W6999126655","doi":"","title":"Canada :A visual journey","year":2002,"lang":"fr","type":"book","venue":"Virtual Defense Library (Ministerio de Defensa)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Government (linguistics); Photography; Set (abstract data type)","score_opus":0.2971628832454186,"score_gpt":0.45614436550791837,"score_spread":0.15898148226249975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999126655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11007398,0.0032948223,0.00034850708,0.005764427,0.005962195,0.0015576835,0.0019748532,0.00054296496,0.87048054],"genre_scores_gemma":[0.15408258,0.0017094135,0.0021865792,0.009953786,0.004243922,0.00016502521,0.0002484936,0.0005854737,0.8268247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97781175,0.009478131,0.0021958242,0.0020433594,0.003932171,0.004538774],"domain_scores_gemma":[0.9879296,0.0048389593,0.0011147413,0.0014134388,0.0002337123,0.0044695497],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0028821125,0.001823343,0.0022506523,0.00060166785,0.0021285336,0.0012412511,0.0026522889,0.0020061932,0.02052203],"category_scores_gemma":[0.002236317,0.0020880532,0.00094065315,0.0015280172,0.004376089,0.0020980195,0.0013136526,0.0032922018,0.0029600281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058931235,0.0007033851,0.0029303588,0.00048220158,0.0008059875,0.0077764234,0.008216136,0.000054438682,0.00032300234,0.16896348,0.77329123,0.035864037],"study_design_scores_gemma":[0.00085889397,0.0012839655,0.0012035007,0.00066288887,0.00028566527,0.00018914137,0.0016180039,0.0015701134,0.00025082025,0.001586626,0.988355,0.0021354049],"about_ca_topic_score_codex":0.11143679,"about_ca_topic_score_gemma":0.13610868,"teacher_disagreement_score":0.21506374,"about_ca_system_score_codex":0.0030672557,"about_ca_system_score_gemma":0.034134112,"threshold_uncertainty_score":0.99979556},"labels":[],"label_agreement":null},{"id":"W7000460337","doi":"","title":"An Experiment with Public-Oriented Knowledge Transfer: A Video on Quebec's Bill 10","year":2016,"lang":"en","type":"article","venue":"PubMed Central","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aside; Space (punctuation); Public opinion; Knowledge transfer; Audience response","score_opus":0.3270679008459682,"score_gpt":0.5139360170671063,"score_spread":0.18686811622113814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000460337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661294,0.00009362259,0.004425901,0.0076142424,0.0006171824,0.0011917598,0.000024261071,0.0003097055,0.019593874],"genre_scores_gemma":[0.99416894,0.000025313899,0.00026276318,0.00011951537,0.00044721164,0.0007199723,0.0000028215916,0.00002955612,0.0042239265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935849,0.0018511438,0.00022974535,0.0005106537,0.00090030243,0.0029233089],"domain_scores_gemma":[0.9968271,0.00036671903,0.00003254952,0.0003958031,0.000103245045,0.0022745503],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032885994,0.00019984381,0.00022469608,0.0001436677,0.00039697977,0.00015870445,0.00046619927,0.00011399769,0.0010245305],"category_scores_gemma":[0.0011787239,0.00011110164,0.0000798197,0.0004986341,0.0007061658,0.00071247545,0.000026428108,0.00014171611,0.00009768815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001720423,0.0039057587,0.046718404,0.000023195536,0.00019892027,0.000063331645,0.06862402,0.000003918684,0.010373693,0.25157726,0.006808265,0.6099828],"study_design_scores_gemma":[0.0018887363,0.00052032835,0.095672995,0.000042437503,0.000017169963,5.975366e-7,0.0026658978,0.000028413873,0.030383168,0.0001540036,0.86819553,0.0004307396],"about_ca_topic_score_codex":0.0017486078,"about_ca_topic_score_gemma":0.019730717,"teacher_disagreement_score":0.86138725,"about_ca_system_score_codex":0.001312907,"about_ca_system_score_gemma":0.0012000103,"threshold_uncertainty_score":0.99988866},"labels":[],"label_agreement":null},{"id":"W7000885062","doi":"","title":"Growing up with expectations. Better understanding the expectations of community partners in participatory action research projects","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Action research; Action (physics); Citizen journalism; Relation (database)","score_opus":0.9551627823721324,"score_gpt":0.7968076436514442,"score_spread":0.15835513872068818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000885062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98871684,0.0010732843,0.0009924873,0.0012687683,0.00013897754,0.0009043757,0.000004281311,0.000028341416,0.0068726516],"genre_scores_gemma":[0.9988739,0.00041835097,0.00023979753,0.00011506988,0.00008405919,0.00017812304,0.0000021956707,0.00002238154,0.00006610684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98330355,0.012822668,0.0007560021,0.00026757803,0.0020399645,0.00081025314],"domain_scores_gemma":[0.9935515,0.004565014,0.0004823508,0.0005239284,0.0005929227,0.0002842983],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017686969,0.00018839598,0.00047289758,0.0012607396,0.002143788,0.00083828537,0.0021905615,0.0001083058,0.00058663404],"category_scores_gemma":[0.0044929283,0.00014848768,0.000099609475,0.0037461612,0.0012513761,0.0037090285,0.00030028037,0.001297845,0.000004720439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080643524,0.0011241074,0.6078841,0.00010426224,0.00021951334,0.00002923108,0.29272574,0.00050216174,0.060986508,0.010990929,0.0067217657,0.017905213],"study_design_scores_gemma":[0.0006820984,0.00007578393,0.488839,0.0004912276,0.000044227963,0.0000014290947,0.44747686,0.0001540015,0.026366556,0.0351072,0.0004532762,0.00030834656],"about_ca_topic_score_codex":0.0038910755,"about_ca_topic_score_gemma":0.0037977847,"teacher_disagreement_score":0.15475109,"about_ca_system_score_codex":0.00063713244,"about_ca_system_score_gemma":0.00092561473,"threshold_uncertainty_score":0.9991553},"labels":[],"label_agreement":null},{"id":"W7000932375","doi":"","title":"The Impact on Adolescents of Creating Participatory Visual Media in Sub-Saharan Africa: A Scoping Review","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Visual methods; Photovoice; Social media; Visual media; Qualitative research; Perspective (graphical); Action (physics)","score_opus":0.30013653875827984,"score_gpt":0.5483988208685505,"score_spread":0.24826228211027068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000932375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9179692,0.024644045,8.7510486e-8,0.000019038283,0.000777106,0.0029029709,0.00022607789,0.000107119464,0.053354308],"genre_scores_gemma":[0.9687004,0.029667791,0.000038747075,0.00008217064,0.00006383075,0.0006702214,0.00006137381,0.00008674401,0.0006286882],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9849308,0.008443658,0.0016868004,0.0009241184,0.002356945,0.0016576881],"domain_scores_gemma":[0.99225485,0.004858952,0.0009447317,0.0007035939,0.0006314628,0.000606435],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.017087575,0.0006472897,0.0013404391,0.0005159048,0.002044774,0.0001190386,0.0012431181,0.00060588075,0.000114970266],"category_scores_gemma":[0.044439197,0.00052950246,0.0005492715,0.0020332595,0.00031081468,0.00048153682,0.00016318847,0.002010939,0.000082493236],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028316225,0.002679793,0.0021632928,0.031881962,0.0007309906,0.00021703794,0.0015328,0.00007961281,0.023003485,0.033176243,0.00011728069,0.9015859],"study_design_scores_gemma":[0.0030531585,0.0010274444,0.03998948,0.8399224,0.000822951,0.0000014959036,0.0048012,0.00016674887,0.08624036,0.011273348,0.009413197,0.0032881831],"about_ca_topic_score_codex":0.0013964964,"about_ca_topic_score_gemma":0.018117942,"teacher_disagreement_score":0.89829767,"about_ca_system_score_codex":0.0016023882,"about_ca_system_score_gemma":0.0012482489,"threshold_uncertainty_score":0.99979883},"labels":[],"label_agreement":null},{"id":"W7001387867","doi":"","title":"Is a picture worth a thousand words? : the development and validation of a picture-based knowledge transfer tool for university students","year":2021,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Validation test; Research methodology","score_opus":0.07898512517996528,"score_gpt":0.3734602463568441,"score_spread":0.2944751211768788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001387867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839303,0.005306738,0.006522125,0.00025423913,0.00047095562,0.0010849899,0.000094188945,0.00002877344,0.0023076825],"genre_scores_gemma":[0.96748525,0.00019665758,0.0022381227,0.000048811053,0.000095130425,0.00003775222,0.0001334313,0.00002197223,0.029742887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962625,0.001147132,0.00040533097,0.00060823135,0.0010793745,0.0004974409],"domain_scores_gemma":[0.99770457,0.00080088736,0.00023399894,0.00027865518,0.00068502146,0.0002968837],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013323886,0.00036525197,0.00046327602,0.00022191489,0.007986228,0.000086876775,0.0005988326,0.0004535858,0.00005735068],"category_scores_gemma":[0.00022669647,0.00035787563,0.0003072089,0.0007427759,0.00072730565,0.00027700482,0.00012716347,0.0003882321,0.0000038475355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002600459,0.00090636715,0.08707268,0.0009056037,0.0011397953,0.00026299106,0.8706692,0.00077850226,0.0066548805,0.01549443,0.00013117111,0.013383947],"study_design_scores_gemma":[0.0053763846,0.0003475524,0.1639576,0.0013660485,0.001648669,0.00002658579,0.45217842,0.0016218149,0.13320398,0.00025104004,0.238795,0.0012269152],"about_ca_topic_score_codex":0.0024302157,"about_ca_topic_score_gemma":0.013568259,"teacher_disagreement_score":0.41849077,"about_ca_system_score_codex":0.0033584004,"about_ca_system_score_gemma":0.006543017,"threshold_uncertainty_score":0.99988735},"labels":[],"label_agreement":null},{"id":"W7001952080","doi":"","title":"Making sense of place: exploring creative and (inter)active research methods with young people","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photo elicitation; Value (mathematics); Visual research; Visual methods; Participatory action research; Everyday life; Qualitative research; Citizen journalism","score_opus":0.9147925262417916,"score_gpt":0.8067019940482739,"score_spread":0.10809053219351772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001952080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669168,0.0008741783,0.0022460145,0.00013692243,0.0003684188,0.0007788147,0.000019310812,0.000028015394,0.028631527],"genre_scores_gemma":[0.9834885,0.0017629534,0.013899861,0.000015903412,0.00018691437,0.00016053578,7.607845e-7,0.000049755938,0.0004348207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.987905,0.007908996,0.000682864,0.00058691803,0.001986496,0.00092972553],"domain_scores_gemma":[0.9905514,0.0061586183,0.00064218056,0.0004888928,0.0015853604,0.00057355664],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02991682,0.00026471517,0.00086637854,0.0011948615,0.0010673542,0.0011478363,0.0018165112,0.0001524379,0.0036805405],"category_scores_gemma":[0.013121189,0.00022677993,0.00010915243,0.002322849,0.0016855426,0.003808231,0.0013866406,0.0015335226,0.000004686246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018679689,0.00038305495,0.50897753,0.00016108995,0.00042354403,0.000089173634,0.071906015,0.000022020857,0.34563965,0.0033677693,0.001144653,0.066017516],"study_design_scores_gemma":[0.0007139395,0.00008670223,0.77340317,0.00082733587,0.00008312519,0.000019674091,0.030421348,0.00021722811,0.17932883,0.009138023,0.0052461163,0.0005144889],"about_ca_topic_score_codex":0.011873683,"about_ca_topic_score_gemma":0.007648455,"teacher_disagreement_score":0.26442564,"about_ca_system_score_codex":0.00020630565,"about_ca_system_score_gemma":0.0008110872,"threshold_uncertainty_score":0.9998891},"labels":[],"label_agreement":null},{"id":"W7008647611","doi":"","title":"Cinéma documentaire, visibilité et reconnaissance de personnes en situation d'itinérance à Montréal : le point de vue des personnes premièrement concernées","year":2024,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blindness; Visibility; Context (archaeology); Photo elicitation","score_opus":0.09651468911274118,"score_gpt":0.4102646911066316,"score_spread":0.3137500019938904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008647611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8759438,0.005490514,0.003887925,0.0051520104,0.0001935076,0.0009834646,0.000086896674,0.00009633639,0.108165585],"genre_scores_gemma":[0.8492973,0.0026318415,0.011486059,0.000091252645,0.00020951057,0.000014605846,0.00001265294,0.00010210196,0.13615467],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.992103,0.0046621226,0.0004123645,0.0009341545,0.0007420601,0.0011463469],"domain_scores_gemma":[0.9973549,0.0012594158,0.00036145328,0.00045026714,0.00013996765,0.00043397857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00476234,0.00046512758,0.0007747165,0.00043551408,0.00046438928,0.00008869961,0.0008859765,0.0004151077,0.002147931],"category_scores_gemma":[0.0008974558,0.0005883917,0.0003536254,0.00063366315,0.0024811823,0.00082693645,0.00032579942,0.0007431749,0.000254826],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031912274,0.00036238245,0.0042713657,0.00076367037,0.00022558658,0.00022623125,0.81835145,0.00041666374,0.0014068497,0.027484775,0.0022186656,0.14395323],"study_design_scores_gemma":[0.0015485906,0.0003445764,0.09186828,0.0028003468,0.00020938112,0.000008435777,0.7902256,0.009101813,0.00026833336,0.094642006,0.008211613,0.00077099784],"about_ca_topic_score_codex":0.89404726,"about_ca_topic_score_gemma":0.99028563,"teacher_disagreement_score":0.14318223,"about_ca_system_score_codex":0.0017663877,"about_ca_system_score_gemma":0.0011427737,"threshold_uncertainty_score":0.99965674},"labels":[],"label_agreement":null},{"id":"W7009546297","doi":"","title":"Embedding Anti-Racism in the Community Development and Youth Work Programme (CDYW) 2020/2021","year":2021,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Racism; Government (linguistics); Charter; Literacy; Work (physics); Professional development; Community of practice; Community development","score_opus":0.4514303031349722,"score_gpt":0.4890631660531394,"score_spread":0.0376328629181672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009546297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888823,0.00020275643,0.0013686272,0.0052025407,0.00007778036,0.00041254237,0.000008118273,0.00021355113,0.003631786],"genre_scores_gemma":[0.9906997,0.0001627294,0.008401115,0.00017323765,0.000035778485,0.000006451364,0.000020565592,0.000009691275,0.00049073104],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9925502,0.0048412615,0.00030437007,0.0004927624,0.00079137576,0.0010200213],"domain_scores_gemma":[0.99741846,0.0013783539,0.00011747605,0.0005567856,0.00023897541,0.00028996624],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008606317,0.00022429138,0.00036665273,0.00025234759,0.0020399292,0.0003178186,0.0013501188,0.00049035536,0.00020493889],"category_scores_gemma":[0.0068461164,0.0001920148,0.00009430662,0.0036019136,0.0016907125,0.00045137643,0.00097157876,0.0017766814,0.000044908575],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029651233,0.0039763036,0.06465346,0.000083493585,0.00021538597,0.0031686514,0.2142408,0.00007754303,0.0008843499,0.35458457,0.0005947983,0.35722414],"study_design_scores_gemma":[0.0020304336,0.00018298914,0.056735683,0.00019272682,0.00006407526,0.000014723542,0.80854166,0.00044769872,0.0018865863,0.00455725,0.12444318,0.0009029833],"about_ca_topic_score_codex":0.00051042205,"about_ca_topic_score_gemma":0.0015970876,"teacher_disagreement_score":0.59430087,"about_ca_system_score_codex":0.00033325478,"about_ca_system_score_gemma":0.00054624,"threshold_uncertainty_score":0.9992593},"labels":[],"label_agreement":null},{"id":"W7009686207","doi":"","title":"The experiences of children with a mental health disorder: a photovoice approach to understanding what matters","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Photovoice; Perspective (graphical); Health care; Mental illness; Scope (computer science); Qualitative research; Rehabilitation","score_opus":0.19498561335709544,"score_gpt":0.46591155893455455,"score_spread":0.2709259455774591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009686207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96916705,0.00072561705,0.000011679939,0.00055072224,0.00083500595,0.002832436,0.00019429818,0.00012122514,0.025561975],"genre_scores_gemma":[0.9931757,0.0014964833,0.0008672206,0.00046559662,0.00004737737,0.0009243812,0.00008044126,0.00011972529,0.0028230972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99181074,0.002820422,0.0007182697,0.0009388151,0.0023141867,0.0013975711],"domain_scores_gemma":[0.9970377,0.0007448561,0.00066179835,0.0005934334,0.0001739258,0.000788303],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0058880355,0.00050007174,0.0006674476,0.00030273458,0.0058023846,0.00040938015,0.0013621494,0.0002823689,0.00007178104],"category_scores_gemma":[0.0009184684,0.00034321376,0.00020206295,0.0010026667,0.0006684084,0.0013682371,0.000140867,0.00068418693,0.000033325345],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003303758,0.0015359147,0.0008048432,0.00066728855,0.0016690824,0.000009387569,0.10333944,0.000015252498,0.008380477,0.51191944,0.00016658563,0.3681885],"study_design_scores_gemma":[0.0015289567,0.00095421745,0.0009144341,0.0020473914,0.00008912469,0.0000063748994,0.92011505,0.000007778771,0.013804455,0.00787742,0.051130474,0.0015243267],"about_ca_topic_score_codex":0.0026721617,"about_ca_topic_score_gemma":0.010674519,"teacher_disagreement_score":0.8167756,"about_ca_system_score_codex":0.0019612943,"about_ca_system_score_gemma":0.00047107603,"threshold_uncertainty_score":0.999902},"labels":[],"label_agreement":null},{"id":"W7014902458","doi":"","title":"The Right or Responsibility of Inspection: Social Work, Photography, and People with Intellectual Disabilities","year":2011,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Focus (optics); Ethical responsibility; Interrogative; Focus group; Alterity; Qualitative research; Intellectual disability","score_opus":0.0595279219745512,"score_gpt":0.34164190511908343,"score_spread":0.28211398314453223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014902458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78885823,0.00025703627,0.0000049784207,0.00051114813,0.00016042049,0.00032786734,0.00007595663,0.000009650136,0.20979472],"genre_scores_gemma":[0.97205323,0.0003017484,0.00015215369,0.000032083695,0.000052396234,0.00003399797,0.000004808636,0.000015224557,0.027354343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9964415,0.00079853577,0.00029418583,0.00025144036,0.0018842898,0.00033006343],"domain_scores_gemma":[0.9952846,0.0041387975,0.00019931968,0.00015829771,0.000004030396,0.00021492937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001547376,0.00016949455,0.00031362445,0.000030623098,0.0011591904,0.000039355527,0.00025852406,0.00005891502,0.00013498362],"category_scores_gemma":[0.00025738674,0.00011381569,0.00003497369,0.00031011106,0.0010413403,0.00020102,0.00006020633,0.00024088407,1.1938861e-9],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06924107,0.0002864176,0.17021453,0.0015508818,0.00089299626,0.000041885927,0.19813761,0.0000012581543,0.0019266913,0.51613384,0.0040076356,0.037565157],"study_design_scores_gemma":[0.000478963,0.0005183525,0.42716068,0.00029770916,0.00010248321,0.0000011561881,0.47471756,0.000027400052,0.03274681,0.0074658585,0.05593045,0.00055257254],"about_ca_topic_score_codex":0.021293638,"about_ca_topic_score_gemma":0.8362762,"teacher_disagreement_score":0.81498253,"about_ca_system_score_codex":0.0000141266655,"about_ca_system_score_gemma":0.0053276476,"threshold_uncertainty_score":0.98522365},"labels":[],"label_agreement":null},{"id":"W7015978782","doi":"","title":"Voices From the Community: Winnipeg Site Report of Key Informant Interviews &amp; Community Focus Groups","year":2011,"lang":"en","type":"article","venue":"WinnSpace (University of Winnipeg)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Winnipeg","keywords":"Focus group; Participatory action research; Community-based participatory research; Compendium; Excellence; Photovoice; Qualitative research; Citizen journalism","score_opus":0.44762169547228703,"score_gpt":0.46103042156757723,"score_spread":0.013408726095290202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015978782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404547,0.00021194009,0.0025590106,0.0014932095,0.00015418236,0.0004040173,0.00007767212,0.00008704698,0.054558173],"genre_scores_gemma":[0.9912668,0.00013535815,0.0056282356,0.00010708413,0.00006109719,0.0000014094943,0.000031974978,0.00001728727,0.002750776],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9901732,0.007731513,0.00041974054,0.00020184125,0.0009132817,0.000560394],"domain_scores_gemma":[0.994898,0.0018792597,0.00076540746,0.0016466879,0.00050909136,0.00030150602],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.011221619,0.000224836,0.0005802591,0.00018253512,0.0021787863,0.000037179027,0.0024333547,0.00021746723,0.0007076267],"category_scores_gemma":[0.0019102049,0.00021575826,0.00028008712,0.00089414266,0.0030758202,0.0010281672,0.0012350044,0.0013331688,0.00010640419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028715568,0.0005885086,0.08181044,0.00007682607,0.00025234531,0.00004587684,0.8975502,0.000002765203,0.0019563092,0.0024366174,0.0047030807,0.0102898795],"study_design_scores_gemma":[0.00092203787,0.00035284905,0.31288907,0.0003007165,0.00020899899,0.000006194262,0.44416782,0.000053453154,0.0010323755,0.0035257037,0.23608585,0.00045493187],"about_ca_topic_score_codex":0.40813428,"about_ca_topic_score_gemma":0.31712243,"teacher_disagreement_score":0.45338237,"about_ca_system_score_codex":0.0001551492,"about_ca_system_score_gemma":0.00035817263,"threshold_uncertainty_score":0.99963725},"labels":[],"label_agreement":null},{"id":"W7016051702","doi":"","title":"Visualizing the margins: the experiences of queer people of colour","year":2009,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Identity (music); Intersectionality; Politics; Reflexivity; Visual media; Order (exchange); Frame (networking); Sexual identity","score_opus":0.1987825227546764,"score_gpt":0.5046933943190807,"score_spread":0.3059108715644043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016051702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9163811,0.000655883,3.3917607e-7,0.00006617306,0.00082138757,0.0009861706,0.000077049845,0.0000607297,0.08095116],"genre_scores_gemma":[0.9939886,0.0004544509,0.00022822634,0.00012892818,0.000071496805,0.00034139727,0.000022597646,0.00005923131,0.0047051157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98939073,0.0053671156,0.0010466848,0.00062346604,0.0026153983,0.0009566156],"domain_scores_gemma":[0.9944169,0.0025759642,0.0010417429,0.00079664215,0.00088704424,0.00028170698],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011162767,0.00043473972,0.0008072004,0.00024398036,0.0026235916,0.00010776005,0.0021779875,0.0005516034,0.00045729676],"category_scores_gemma":[0.010695014,0.00029708268,0.00043213976,0.0015538153,0.00074653886,0.0005562465,0.00014500499,0.0011875527,0.000037543334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006431723,0.0007127332,0.00034709665,0.00048719946,0.00045775424,0.000022074337,0.06599864,0.0000301011,0.04900101,0.73273504,0.000076957214,0.14948821],"study_design_scores_gemma":[0.00069515844,0.0006057685,0.01747732,0.00079015875,0.00032400337,0.0000027512378,0.61023915,0.000044105163,0.20849793,0.032775626,0.12740934,0.001138673],"about_ca_topic_score_codex":0.0053613083,"about_ca_topic_score_gemma":0.026901465,"teacher_disagreement_score":0.6999594,"about_ca_system_score_codex":0.00037824147,"about_ca_system_score_gemma":0.00046207954,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W7016056783","doi":"","title":"The Voice From North Point Douglas: Spatial Justice, Embodied Dispossession and Resistance in Winnipeg","year":2018,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; University of South Carolina","keywords":"Photovoice; Participatory action research; Resistance (ecology); Indigenous; Citizen journalism; Economic Justice; Space (punctuation); Colonialism; Action (physics); Public space","score_opus":0.12060266497705066,"score_gpt":0.4253886761158514,"score_spread":0.30478601113880077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016056783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97219694,0.00051072694,0.00018899095,0.0007362674,0.00072340074,0.00038573737,0.000040038496,0.00002962283,0.02518826],"genre_scores_gemma":[0.98683316,0.0018020397,0.0032701124,0.000020244779,0.0005127767,0.0000027422648,0.000106340914,0.000029958132,0.0074226344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720186,0.0010691322,0.00014697836,0.00038854004,0.000773722,0.00041976853],"domain_scores_gemma":[0.9980398,0.00090789265,0.0003019048,0.00030655117,0.00027003733,0.00017384971],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014086859,0.00016916422,0.00030435377,0.00013875905,0.0013834995,0.00008142414,0.0006275211,0.00024209666,0.00001956653],"category_scores_gemma":[0.0010856506,0.00017443784,0.00006725037,0.00036613058,0.0007428326,0.00029942236,0.00012281524,0.000385907,0.000031890264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0132446885,0.00079767895,0.61271286,0.0015630953,0.00052070286,0.0004882469,0.26942417,0.0000072372322,0.0012940596,0.022254054,0.034341462,0.04335172],"study_design_scores_gemma":[0.0003916545,0.00004677436,0.8094104,0.0002545049,0.00009877688,2.6134115e-8,0.14452513,0.000059523984,0.00002457808,0.001428275,0.043568857,0.00019151243],"about_ca_topic_score_codex":0.0751994,"about_ca_topic_score_gemma":0.9970022,"teacher_disagreement_score":0.92180276,"about_ca_system_score_codex":0.00027244698,"about_ca_system_score_gemma":0.00043672253,"threshold_uncertainty_score":0.99991655},"labels":[],"label_agreement":null},{"id":"W7017690688","doi":"","title":"Beware of generationalism:the structural (in)visibility of BIPOC youths in global climate summits","year":2021,"lang":"en","type":"article","venue":"Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Enthusiasm; Conference of the parties; Climate change; Indigenous; Event (particle physics); Convention; Representation (politics); Pandemic","score_opus":0.5009977203179407,"score_gpt":0.5355704854958194,"score_spread":0.03457276517787877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017690688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892136,0.0015742544,0.00027437852,0.0011529312,0.0039043247,0.00045095247,0.0001244996,0.000020225598,0.003284874],"genre_scores_gemma":[0.9915429,0.0012084974,0.00672808,0.00006594589,0.00020566872,0.00007568019,0.00007159551,0.000008270248,0.000093393515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945315,0.00048021442,0.0017740293,0.00063424715,0.002060804,0.0005192031],"domain_scores_gemma":[0.9961794,0.00021923409,0.0005509723,0.00030217867,0.0025830513,0.0001651577],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026448215,0.00032157218,0.0006640145,0.00028046026,0.00075632206,0.000052387342,0.00059240183,0.0001376602,0.000012452004],"category_scores_gemma":[0.0030947234,0.00027757956,0.00014493355,0.0009067323,0.0033473282,0.00073691044,0.0005261926,0.00029672674,0.0000037534403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070416706,0.00093042984,0.57626796,0.00071972125,0.0012054136,0.00058353605,0.01943377,0.019853374,0.004399918,0.35921568,0.0002592108,0.016426804],"study_design_scores_gemma":[0.0025754028,0.0000827096,0.93603206,0.0009991195,0.00006817628,0.00007045008,0.005836224,0.0005856535,0.026035808,0.0057989536,0.021212636,0.00070278085],"about_ca_topic_score_codex":0.0019553483,"about_ca_topic_score_gemma":0.0074038464,"teacher_disagreement_score":0.3597641,"about_ca_system_score_codex":0.0008688032,"about_ca_system_score_gemma":0.003570883,"threshold_uncertainty_score":0.99996763},"labels":[],"label_agreement":null},{"id":"W7019431562","doi":"","title":"Funding policy and funders’ role in driving academic-practitioner collaborations","year":2025,"lang":"en","type":"other","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Arts and Humanities Research Council; HORIZON EUROPE Framework Programme; Engineering and Physical Sciences Research Council; Banco Nacional de Desenvolvimento Econômico e Social; Deutsche Stiftung Friedensforschung; Japan Science and Technology Agency; Agence Française de Développement; Vetenskapsrådet; Irish Research Council; Social Sciences and Humanities Research Council of Canada; Svenska Forskningsrådet Formas; Indian Council of Social Science Research; Volkswagen Foundation; Nuffield Foundation; Deutsche Forschungsgemeinschaft; Research England; Robert Bosch Stiftung; National Research Foundation; Massachusetts Institute of Technology; European Commission; Russian Science Foundation; Scottish Funding Council; H2020 Marie Skłodowska-Curie Actions; Government of the United Kingdom; National Institute for Health and Care Research; National Science Foundation; UK Research and Innovation; Science Foundation Ireland; Ecological Society of America; Danmarks Grundforskningsfond; Wellcome Trust; Irish Aid; South African Medical Research Council; British Ecological Society; Rockefeller Foundation; Natural Environment Research Council; Foreign, Commonwealth and Development Office; Norges Forskningsråd; Sage Foundation; Innovationsfonden; United States Agency for International Development; U.S. Department of Justice","keywords":"Process (computing); Policy learning; Key (lock); Theory of change; Generative grammar; Public policy","score_opus":0.29771205628565417,"score_gpt":0.567160387612806,"score_spread":0.2694483313271518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019431562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66185546,0.00092408975,0.000029976658,0.016052952,0.00026681932,0.0011230627,0.00061590556,0.000030590596,0.31910113],"genre_scores_gemma":[0.96627295,0.015413992,0.0023898126,0.00051598734,0.0009389994,0.000045976183,0.0000105246845,0.00008100387,0.014330749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9910536,0.0008487312,0.0013356487,0.0014811144,0.0007720167,0.00450888],"domain_scores_gemma":[0.98833936,0.003446401,0.000383605,0.0006291207,0.0007198882,0.0064816],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.021150876,0.00041881338,0.0010816574,0.004162006,0.0010789286,0.0008817868,0.0014902616,0.0006183085,0.0004672135],"category_scores_gemma":[0.034500282,0.00043046722,0.00010716721,0.002596712,0.01898072,0.0015605022,0.0014396509,0.0016388382,0.000024874658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029682107,0.00011122836,0.015187953,0.00006500977,0.000018806419,0.0000016953543,0.0001354072,0.000013599369,0.00032042674,0.98288924,0.00029279268,0.0009341652],"study_design_scores_gemma":[0.0025876882,0.0007697732,0.08464906,0.0011165263,0.0000799791,0.000013963004,0.016584642,0.011629256,0.0013760868,0.66989976,0.20956957,0.0017236983],"about_ca_topic_score_codex":0.041958574,"about_ca_topic_score_gemma":0.014284129,"teacher_disagreement_score":0.31298947,"about_ca_system_score_codex":0.002469637,"about_ca_system_score_gemma":0.025816541,"threshold_uncertainty_score":0.9998147},"labels":[],"label_agreement":null},{"id":"W7020049019","doi":"","title":"Interviewing with Drawing, Walking, Picture Taking, and Filming: Exploring Methods for Enhancing Qualitative Data Collection","year":2018,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Ottawa; McGill University; Western University","funders":"","keywords":"Data collection; Interview; Qualitative research; Qualitative property; Work (physics); Semi-structured interview","score_opus":0.6150151980127276,"score_gpt":0.6214643085654348,"score_spread":0.006449110552707138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020049019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5164519,0.0001539419,0.44265395,0.0025977264,0.0005001596,0.0028862515,0.00009482638,0.00036903773,0.034292195],"genre_scores_gemma":[0.84395945,0.00020243823,0.14606634,0.000037926835,0.0005481076,0.000038932325,0.00003372124,0.000056585668,0.009056526],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9887169,0.0076172273,0.0002751671,0.0009231834,0.0011508559,0.0013166548],"domain_scores_gemma":[0.9933185,0.0039989213,0.00022009616,0.0006231335,0.0012260193,0.0006133474],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.025276631,0.00022428026,0.00037846607,0.0006891225,0.003737731,0.0002604002,0.0010318593,0.00014344152,0.00029879634],"category_scores_gemma":[0.010358322,0.00022584257,0.00006859641,0.0016694552,0.0018937385,0.0018523559,0.001051911,0.00073006266,0.0000070771757],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016800719,0.00039144934,0.005654688,0.0006108152,0.0007950283,0.0002762974,0.79439914,0.000005194369,0.007572769,0.058826942,0.009222111,0.12056551],"study_design_scores_gemma":[0.0013364778,0.0013839669,0.0023894396,0.000672223,0.000097264,0.000003947661,0.53424656,0.001280094,0.008372456,0.0016404756,0.4479154,0.0006617057],"about_ca_topic_score_codex":0.004480499,"about_ca_topic_score_gemma":0.00422707,"teacher_disagreement_score":0.43869328,"about_ca_system_score_codex":0.00046472123,"about_ca_system_score_gemma":0.0010857533,"threshold_uncertainty_score":0.99797785},"labels":[],"label_agreement":null},{"id":"W7023903185","doi":"","title":"Personal a/r/tographic narratives of cultural displacement : in Latino American immigrants living in Canada","year":2012,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Latin Americans; Narrative; Negotiation; Politics; Refugee; Acculturation; Deportation; Phenomenon","score_opus":0.08925943744659971,"score_gpt":0.3782963793846628,"score_spread":0.2890369419380631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023903185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968061,0.00034158386,0.000008403112,0.000040387287,0.00008544748,0.0002995126,0.00014715511,0.000012425808,0.031004123],"genre_scores_gemma":[0.9829907,0.000258883,0.00022972445,0.0000069653543,0.000028637958,0.0000015614834,0.00000439138,0.00002997047,0.016449193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974484,0.00095611194,0.00014893444,0.0002744122,0.0006704509,0.0005017171],"domain_scores_gemma":[0.9992022,0.00014842906,0.0002711963,0.000114986135,0.00006795816,0.00019521479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008649088,0.000060485825,0.0004556821,0.00015475298,0.000109701556,0.000023244127,0.00035892217,0.00009310559,0.0011585382],"category_scores_gemma":[0.00017368761,0.000186154,0.00007946325,0.0007880836,0.001095801,0.00015274041,0.00010015191,0.0002313549,0.0000019444421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007909841,0.000129775,0.8758826,0.00010354275,0.000046429133,0.0000520273,0.027023606,7.0046246e-7,0.0000286663,0.0000027921487,0.007054365,0.08966753],"study_design_scores_gemma":[0.00019793394,0.000024367368,0.84687096,0.00064090727,0.00000772742,3.7336005e-7,0.14895979,0.000012888119,5.4723916e-8,0.0000051231577,0.0031305659,0.0001493022],"about_ca_topic_score_codex":0.99971944,"about_ca_topic_score_gemma":0.9999894,"teacher_disagreement_score":0.12193618,"about_ca_system_score_codex":0.0005352917,"about_ca_system_score_gemma":0.001315497,"threshold_uncertainty_score":0.99975455},"labels":[],"label_agreement":null},{"id":"W7024114893","doi":"","title":"In Q3 2021, production costs in construction rose by 2.3% : Costs of production indices in construction - third quarter 2021","year":2021,"lang":"fr","type":"article","venue":"Gallica (Bibliothèque nationale de France)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Rose (mathematics); Quarter (Canadian coin); Production cost; Total cost","score_opus":0.08039264744079853,"score_gpt":0.44638459818529796,"score_spread":0.3659919507444994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024114893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613763,0.011582816,0.00041771942,0.017538704,0.0036122499,0.0011461916,0.000081340746,0.000022410137,0.004222277],"genre_scores_gemma":[0.96936864,0.014814016,0.007204305,0.0001818842,0.0014725622,0.00047319746,0.00009196246,0.000045882913,0.006347572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99067795,0.0043670516,0.0012962958,0.0011019515,0.0016139895,0.0009427472],"domain_scores_gemma":[0.9968116,0.0008874198,0.0005762808,0.0003857514,0.0011009342,0.00023797552],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0067670275,0.0003362655,0.0006300627,0.0029624437,0.00020831598,0.0001836174,0.00031772256,0.0006395629,0.0015945467],"category_scores_gemma":[0.008264175,0.00044212054,0.0001222793,0.015670052,0.0014627932,0.0031116512,0.00007394378,0.0011545857,0.00004816897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003807735,0.0026046934,0.78992796,0.0004836033,0.000099067125,0.00007921928,0.011970094,0.002066063,0.070736885,0.040361974,0.016293734,0.06499593],"study_design_scores_gemma":[0.0062342184,0.0004167962,0.62269855,0.0042604744,0.00009857189,0.00021380957,0.018888764,0.0038657114,0.15831476,0.030929016,0.15203458,0.002044742],"about_ca_topic_score_codex":0.0035532198,"about_ca_topic_score_gemma":0.016918415,"teacher_disagreement_score":0.1672294,"about_ca_system_score_codex":0.0032433867,"about_ca_system_score_gemma":0.0029100429,"threshold_uncertainty_score":0.99980307},"labels":[],"label_agreement":null},{"id":"W7025489110","doi":"","title":"Youth in Policing Initiatives and the Forest City Film Festival","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Film festival; Presentation (obstetrics); SPARK (programming language); Police department; Youth engagement","score_opus":0.5991350522293073,"score_gpt":0.5466219570189718,"score_spread":0.052513095210335536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025489110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957973,0.000056402525,0.000118232354,0.0007789131,0.0001297151,0.00046407987,0.000033160766,0.00007027681,0.0025519552],"genre_scores_gemma":[0.99793434,0.00004793618,0.000018121922,0.00030038517,0.00007160394,0.0000070367946,0.0000040825385,0.000017582666,0.0015989232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913388,0.0065741027,0.00020659142,0.00040512317,0.00079051434,0.00068488735],"domain_scores_gemma":[0.99806994,0.0011491908,0.00013765381,0.00028081186,0.00007641125,0.00028596853],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055437037,0.00017464976,0.0002849689,0.00043865808,0.0017170416,0.00023324195,0.0008720241,0.000080528036,0.000060268525],"category_scores_gemma":[0.0010859822,0.00016912557,0.00008182893,0.0010717689,0.0011152598,0.0013143998,0.0010051766,0.0009844209,0.000010498988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002510276,0.000053317995,0.95962584,0.0000077665145,0.000018233122,0.00008677661,0.035685536,0.00005871075,0.000017482203,0.004001153,1.6216056e-7,0.00019399649],"study_design_scores_gemma":[0.0016472948,0.00007501953,0.9594252,0.00003236306,0.00003181546,0.0000020316943,0.036827456,0.0000026747641,0.000048391496,0.00093556585,0.00077494583,0.0001972531],"about_ca_topic_score_codex":0.00068929343,"about_ca_topic_score_gemma":0.033859152,"teacher_disagreement_score":0.033169862,"about_ca_system_score_codex":0.0004904014,"about_ca_system_score_gemma":0.000377132,"threshold_uncertainty_score":0.9995826},"labels":[],"label_agreement":null},{"id":"W7039354292","doi":"","title":"Missionary enterprise among the coloured people of the Maritime Provinces of Canada.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","score_opus":0.03648819881692493,"score_gpt":0.3303719355485523,"score_spread":0.2938837367316274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039354292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8630689,0.000011065285,0.00008465996,0.09504401,0.00013384449,0.00044036232,0.000028533404,0.000037104754,0.041151542],"genre_scores_gemma":[0.9322815,0.000017259948,0.00030439682,0.00009742265,0.000025061201,8.640741e-7,9.82393e-7,0.0000076045494,0.06726494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963477,0.0023534452,0.00011862424,0.00016990244,0.0006746571,0.00033562293],"domain_scores_gemma":[0.9982121,0.0010007366,0.00017574246,0.0003274962,0.00007508915,0.00020883062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005972723,0.000091622234,0.00018691053,0.000055859364,0.00057762343,0.000021541025,0.0010450084,0.000073663,0.0003358444],"category_scores_gemma":[0.000812317,0.00006418214,0.000087202716,0.00059918023,0.00082454353,0.00047356496,0.0004174569,0.00019001594,0.0000010146717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016009387,0.000119700526,0.69010663,0.000053379685,0.000053003416,0.000009958501,0.007685408,0.000042464002,0.00007792136,0.023338681,0.27798104,0.000371731],"study_design_scores_gemma":[0.00024120563,0.000071253584,0.51907986,0.00007149803,0.000028057166,3.260334e-8,0.010890549,0.00008162812,0.0035096882,0.00047681865,0.4654101,0.00013928798],"about_ca_topic_score_codex":0.7097296,"about_ca_topic_score_gemma":0.3699968,"teacher_disagreement_score":0.33973283,"about_ca_system_score_codex":0.00010907183,"about_ca_system_score_gemma":0.0030657137,"threshold_uncertainty_score":0.6414991},"labels":[],"label_agreement":null},{"id":"W7043573541","doi":"","title":"THE URBAN PHOTOWALK : Capturing the social dimensions of urban space","year":2024,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appropriation; Field (mathematics); Urban studies; Space (punctuation); Citizen journalism; Urban planning; Urban anthropology; Habitus; Public space; Experiential learning","score_opus":0.22448776238969204,"score_gpt":0.5058559751832036,"score_spread":0.28136821279351154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043573541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61710376,0.009776964,0.00918969,0.27656415,0.0042467797,0.004420223,0.0014834127,0.0025180355,0.074696995],"genre_scores_gemma":[0.9943549,0.0001990264,0.0020569563,0.00007378375,0.00021849293,0.0002430192,0.000054269854,0.000020938654,0.0027786212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731034,0.0003759867,0.0004928788,0.00040794656,0.00082351087,0.00058934366],"domain_scores_gemma":[0.9977549,0.0004624216,0.0002364669,0.00090266054,0.0005130194,0.00013057278],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004140947,0.00016732876,0.00023552908,0.00040146534,0.0016104715,0.00017513262,0.0015691693,0.0002137579,0.000078231074],"category_scores_gemma":[0.007696789,0.00010295047,0.000120402365,0.0021861887,0.0037843857,0.0005458522,0.0006556097,0.00062053767,0.00003557003],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018233886,0.00010770121,0.0012938537,0.000052460564,0.000101204496,0.0000050588365,0.0029029401,0.0000076930855,0.003357388,0.89658064,0.083848104,0.01172473],"study_design_scores_gemma":[0.00012464276,0.000027490438,0.00049252,0.00006721761,0.000045125347,6.813293e-7,0.0024851419,0.0010019606,0.0089985365,0.0011310116,0.98549384,0.0001318493],"about_ca_topic_score_codex":0.0016193206,"about_ca_topic_score_gemma":0.000776644,"teacher_disagreement_score":0.9016457,"about_ca_system_score_codex":0.00016087676,"about_ca_system_score_gemma":0.00093236176,"threshold_uncertainty_score":0.9996893},"labels":[],"label_agreement":null},{"id":"W7044184484","doi":"","title":"What political science can learn from the humanities: Blurring genres","year":2021,"lang":"en","type":"book","venue":"UEA Digital Repository (University of East Anglia)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Narrative; Autoethnography; Presentation (obstetrics); The arts; Phrase; Value (mathematics)","score_opus":0.2786066520722664,"score_gpt":0.4297991959805228,"score_spread":0.15119254390825637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044184484","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07808725,0.0011615078,0.000040752562,0.00049751386,0.0011248913,0.00029385844,0.0001495924,0.00009531223,0.9185493],"genre_scores_gemma":[0.22497478,0.000058726906,0.00009851677,0.000090912414,0.0007431897,7.0602744e-7,0.000025605945,0.00002852888,0.773979],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583125,0.00041863119,0.00020702944,0.00061123795,0.0019649293,0.0009669318],"domain_scores_gemma":[0.9971049,0.00085751386,0.00022480788,0.0005985659,0.00070317765,0.0005110521],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0009235784,0.00022997925,0.00039690005,0.00014642956,0.0026740034,0.001831841,0.0016671658,0.00023726525,0.00014981341],"category_scores_gemma":[0.0011940731,0.00025139505,0.00029071412,0.00032874456,0.009229443,0.0019836868,0.000847179,0.0005445093,0.0000443345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022028868,0.0005218058,0.010801688,0.00024121947,0.00083767035,0.0032788366,0.19871597,0.00001572472,0.001453913,0.72698194,0.024799773,0.032131173],"study_design_scores_gemma":[0.0003122991,0.00013884768,0.0034499967,0.0010555974,0.00016173569,0.000008169573,0.4624454,0.00004272033,0.0002460777,0.008138709,0.523286,0.00071441877],"about_ca_topic_score_codex":0.006334182,"about_ca_topic_score_gemma":0.0040007047,"teacher_disagreement_score":0.7188432,"about_ca_system_score_codex":0.0013065275,"about_ca_system_score_gemma":0.0070427214,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W7067493989","doi":"","title":"L'exigence de visibilité par l'image dans les sociétés contemporaines : le cas d'un complexe d'habitations sociales à Montréal","year":2014,"lang":"fr","type":"other","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social impact; Social life; The arts","score_opus":0.5603973226330464,"score_gpt":0.6054636052468972,"score_spread":0.04506628261385082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067493989","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04497855,0.0022144418,0.1771312,0.009617094,0.00062459323,0.00138737,0.00023405626,0.00031658684,0.7634961],"genre_scores_gemma":[0.5017652,0.0005002675,0.0723819,0.00056851294,0.0014104336,0.00037127204,0.000040845767,0.00033424335,0.42262736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98733675,0.007697523,0.0009444156,0.0010303505,0.0013129188,0.0016780656],"domain_scores_gemma":[0.9928714,0.004504347,0.00053051,0.00068259676,0.0005299624,0.00088117033],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.007799094,0.0006806272,0.0010961083,0.0002004852,0.0025213307,0.00031279802,0.0013543094,0.0008018384,0.021042354],"category_scores_gemma":[0.007278722,0.00067744247,0.0005529331,0.0007154094,0.00714308,0.00031220625,0.00030716753,0.0007237644,0.0012260025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004980649,0.00086091034,0.030341493,0.00029067066,0.00046865045,0.00005827883,0.06615598,0.00002697742,0.024572577,0.79486823,0.046880856,0.035425577],"study_design_scores_gemma":[0.0013999732,0.00040837933,0.077970356,0.0002898607,0.00025735967,0.0000060084603,0.072867796,0.0038940366,0.0063029313,0.15571927,0.6788846,0.0019994292],"about_ca_topic_score_codex":0.17127888,"about_ca_topic_score_gemma":0.2886545,"teacher_disagreement_score":0.63914895,"about_ca_system_score_codex":0.0011402725,"about_ca_system_score_gemma":0.003622813,"threshold_uncertainty_score":0.9995677},"labels":[],"label_agreement":null},{"id":"W7070875705","doi":"","title":"Poursuivre sa voie - Etude des ressources de la persévérance dans la pratique de l'escalade","year":2024,"lang":"fr","type":"other","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Context (archaeology); West indies; Ile de france","score_opus":0.10951859820003691,"score_gpt":0.4366042263390991,"score_spread":0.3270856281390622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070875705","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2501941,0.0026471189,0.049357608,0.00092589075,0.00015929398,0.00046256182,0.00028040618,0.00013430345,0.6958387],"genre_scores_gemma":[0.26363444,0.013373855,0.094596766,0.00020419982,0.00044198922,0.0000070021283,0.00002069162,0.00034695494,0.6273741],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861183,0.010928352,0.00021669289,0.00076027075,0.00080013165,0.0011762446],"domain_scores_gemma":[0.9962739,0.0020537353,0.00026417983,0.0004962556,0.00011603729,0.00079591916],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040949793,0.00043857866,0.00063849567,0.00043060462,0.0009933407,0.000102040896,0.001680329,0.00066058326,0.0021702298],"category_scores_gemma":[0.0010137204,0.0005497407,0.00042966826,0.0007269319,0.010968929,0.000246216,0.00047301545,0.001170313,0.0003453225],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027405925,0.0005339514,0.014261634,0.0011707755,0.0010352073,0.0018085946,0.78635776,0.00027995594,0.021829069,0.11936032,0.024175474,0.028913178],"study_design_scores_gemma":[0.00063270103,0.00029204463,0.039803404,0.0014165536,0.00047252196,0.000023653274,0.10563511,0.007853188,0.00048456006,0.01992859,0.82268816,0.00076949375],"about_ca_topic_score_codex":0.015153643,"about_ca_topic_score_gemma":0.04971668,"teacher_disagreement_score":0.7985127,"about_ca_system_score_codex":0.0009843927,"about_ca_system_score_gemma":0.0021275745,"threshold_uncertainty_score":0.9996954},"labels":[],"label_agreement":null},{"id":"W7070880191","doi":"","title":"The Power of Participation","year":2012,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Power (physics); Citizen journalism; Government (linguistics); Frame (networking); Agency (philosophy)","score_opus":0.21577272346464163,"score_gpt":0.41010692542806604,"score_spread":0.1943342019634244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070880191","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46520483,0.00010867411,0.00034447535,0.00047938622,0.00020123376,0.00021931331,0.00007948869,0.00017345071,0.5331892],"genre_scores_gemma":[0.95099807,0.000059008333,0.00023851066,0.00002335319,0.0000642405,9.3520136e-8,0.000009648305,0.000010891988,0.0485962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782103,0.00073211733,0.00012126096,0.00018045132,0.00046752382,0.0006775997],"domain_scores_gemma":[0.9981621,0.0008567296,0.00013129028,0.0002798256,0.000057920635,0.00051213853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004015949,0.00011958707,0.0001555012,0.00022161545,0.0010363132,0.00014298418,0.00081570866,0.000114579576,0.00026721176],"category_scores_gemma":[0.00028182875,0.00011980929,0.00014255686,0.0015045475,0.0010764808,0.0040793014,0.00031965284,0.00017378107,0.00012401093],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046132595,0.00038249418,0.21582294,0.000011981526,0.00011491653,0.000030411851,0.010262098,0.000010797353,0.00006528203,0.75119174,0.014648567,0.0069974405],"study_design_scores_gemma":[0.00023604103,0.000057788435,0.011647164,0.000013145047,0.00002265179,2.0508774e-7,0.028417533,0.0000067546353,0.00024797738,0.0002784021,0.9589238,0.0001485213],"about_ca_topic_score_codex":0.0000777761,"about_ca_topic_score_gemma":0.000032563716,"teacher_disagreement_score":0.94427526,"about_ca_system_score_codex":0.00014228985,"about_ca_system_score_gemma":0.0003790136,"threshold_uncertainty_score":0.7970589},"labels":[],"label_agreement":null},{"id":"W7071130678","doi":"","title":"The SAGE handbook of visual research methods (2nd Edition)","year":2019,"lang":"en","type":"book","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Discipline; Constructive; Visual research; Field (mathematics); Visual culture; Natural (archaeology); Visual methods","score_opus":0.6471437420839078,"score_gpt":0.684727220317371,"score_spread":0.0375834782334632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071130678","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007192733,0.0064220624,0.0033746678,0.0017274991,0.0014416736,0.004170736,0.000861773,0.00020673955,0.9810756],"genre_scores_gemma":[0.00046182537,0.021560762,0.0038046583,0.000024232226,0.0033048547,0.000029082114,0.00019181389,0.00018864017,0.9704341],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9323621,0.049787447,0.0009161044,0.0017172332,0.010823297,0.0043938616],"domain_scores_gemma":[0.9581576,0.031152118,0.0004258202,0.0023017966,0.0058885613,0.0020741285],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.077158324,0.00069154514,0.001739185,0.003676877,0.005493049,0.0005046649,0.004792991,0.0015886102,0.00083528133],"category_scores_gemma":[0.024940398,0.0006342369,0.0013185823,0.004282938,0.0129313115,0.00069985946,0.0036091148,0.007343143,0.00057534216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0019219889,0.0013628595,0.0003301289,0.0010167734,0.0032230096,0.001061134,0.006374947,0.000041381616,0.0039983476,0.186572,0.56345916,0.23063827],"study_design_scores_gemma":[0.0008738746,0.00067290006,0.0001429585,0.0007933937,0.00012479848,0.000002487275,0.006908401,0.00011694411,0.00054648495,0.007372948,0.9818787,0.0005660953],"about_ca_topic_score_codex":0.00170095,"about_ca_topic_score_gemma":0.0014971589,"teacher_disagreement_score":0.41841954,"about_ca_system_score_codex":0.005931536,"about_ca_system_score_gemma":0.024164617,"threshold_uncertainty_score":0.9997075},"labels":[],"label_agreement":null},{"id":"W7084098714","doi":"10.6084/m9.figshare.c.8064939","title":"Knowledge, attitudes, and behaviours towards smoking among people with migration experience: a global scoping review","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus group; Content analysis; Public health; Qualitative research; Tobacco use; Descriptive statistics; Qualitative property; Data collection","score_opus":0.39752008465583466,"score_gpt":0.616295579020851,"score_spread":0.2187754943650163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084098714","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002318071,0.22847874,0.00002383928,0.00010597916,0.00017138702,0.0038027717,0.03546859,0.00043949296,0.7312774],"genre_scores_gemma":[0.0296664,0.051960114,0.004116496,0.0012977687,0.0033723458,0.0211918,0.08191567,0.0012137351,0.80526567],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99780416,0.00059321406,0.00017783816,0.00042966122,0.00057198404,0.00042316644],"domain_scores_gemma":[0.99910647,0.00010300351,0.00016255435,0.0002375416,0.00016342824,0.0002270048],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004483062,0.00021044907,0.00038506996,0.00008301881,0.00025774128,0.00016828711,0.0003343116,0.00023637406,0.08433672],"category_scores_gemma":[0.0034374325,0.00019190199,0.000053459717,0.0006405628,0.00009029021,0.00014729444,0.00017262514,0.00019715686,0.000060224644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041658413,0.00006123573,0.020511394,0.013024957,0.00004080448,0.000024757997,0.0030979854,1.2257078e-7,1.6139721e-7,0.000107975444,0.9420441,0.021082358],"study_design_scores_gemma":[0.0001395585,0.000042827596,0.027251078,0.76681787,0.000059003698,8.809582e-7,0.00026249205,0.000006889798,0.0000067743877,0.000004192963,0.20499133,0.00041713132],"about_ca_topic_score_codex":0.0058537847,"about_ca_topic_score_gemma":0.17229092,"teacher_disagreement_score":0.7537929,"about_ca_system_score_codex":0.00021569424,"about_ca_system_score_gemma":0.0018063961,"threshold_uncertainty_score":0.91650033},"labels":[],"label_agreement":null},{"id":"W7084116128","doi":"10.1108/s1529-210x2025011","title":"The Art of Evaluation: Reimagining an Employment Program for Migrant Women Using an Arts-Based Approach","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Ethnography; Transformative learning; Qualitative research; Participant observation; Photo elicitation; Reflexivity; Visual methods; Photovoice; Hospitality; Situated","score_opus":0.7730876011273808,"score_gpt":0.6810922401832911,"score_spread":0.09199536094408978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084116128","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022156723,0.00025727198,0.040747054,0.00094410946,0.00043300044,0.010350015,0.000046269834,0.00025726602,0.94474936],"genre_scores_gemma":[0.020318542,0.00004678544,0.393255,0.00042830617,0.0011523368,0.0071661756,0.00018499496,0.00017566452,0.5772722],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550307,0.0010289513,0.00049265666,0.00049466535,0.0017525246,0.0007281356],"domain_scores_gemma":[0.99716604,0.0008195755,0.00025448314,0.0005714557,0.0008851218,0.00030333645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02334892,0.00022483924,0.00038088326,0.00015752141,0.0009262764,0.00021893773,0.00047241585,0.00019212885,0.00030103663],"category_scores_gemma":[0.0010396449,0.00015411539,0.0001439488,0.00011682922,0.00079245016,0.00018325276,0.00006585958,0.00027198176,0.0000023814782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028425656,0.0006147774,0.00009902922,0.00017036896,0.00024119478,0.0000017949977,0.011459973,0.0004483072,0.00013226547,0.41165942,0.0012561503,0.5736325],"study_design_scores_gemma":[0.0005461997,0.00077545474,0.000022770466,0.00013478064,0.000147252,1.3775472e-7,0.0030888638,0.1457294,0.00012940583,0.030415706,0.81866264,0.00034738285],"about_ca_topic_score_codex":0.00028496137,"about_ca_topic_score_gemma":0.00057818805,"teacher_disagreement_score":0.8174065,"about_ca_system_score_codex":0.00061113323,"about_ca_system_score_gemma":0.0035769232,"threshold_uncertainty_score":0.80923164},"labels":[],"label_agreement":null},{"id":"W7084246811","doi":"","title":"Conclusion","year":2025,"lang":"fr","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Pathological anatomy; Point (geometry)","score_opus":0.33161002711093523,"score_gpt":0.4718958504843165,"score_spread":0.14028582337338125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084246811","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005162804,0.00071978226,0.0004601637,0.028689435,0.0015649676,0.0010573631,0.0003397448,0.00023717365,0.96176857],"genre_scores_gemma":[0.047535464,0.0006946373,0.0012181161,0.0007903905,0.0010523145,0.000017123513,0.000088570116,0.0000679918,0.9485354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927448,0.0021661338,0.00062729354,0.0011339992,0.0016666733,0.0016610706],"domain_scores_gemma":[0.99466,0.0020690288,0.00054908905,0.00071184285,0.0007241053,0.0012858992],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0030987852,0.00081391993,0.0010409874,0.0005884705,0.0021538765,0.00026523415,0.0017511634,0.0031182435,0.012472205],"category_scores_gemma":[0.0030635917,0.00091395254,0.00063825055,0.0010266004,0.0034353486,0.0007816228,0.0009947083,0.0030052385,0.0013416321],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108054905,0.00007836641,0.00015311608,0.000066195265,0.00036236757,0.0004414951,0.0030004703,0.00002310344,0.0013581676,0.878101,0.05618055,0.060127098],"study_design_scores_gemma":[0.0011727037,0.00020827504,0.0026027954,0.0009928934,0.00040356966,0.000011164265,0.0040235543,0.0002461649,0.0006064112,0.0042021214,0.9845856,0.00094476587],"about_ca_topic_score_codex":0.0042974963,"about_ca_topic_score_gemma":0.00092488737,"teacher_disagreement_score":0.92840505,"about_ca_system_score_codex":0.0032081013,"about_ca_system_score_gemma":0.0031315542,"threshold_uncertainty_score":0.99943596},"labels":[],"label_agreement":null},{"id":"W7093102971","doi":"10.5281/zenodo.17363458","title":"Through HER eyes: barriers and solutions to adopting healthy diets for women and children in Addis Ababa, Ethiopia","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"European Commission","keywords":"Photography; Photovoice; Citizen journalism; Face (sociological concept); Participatory action research; Photo elicitation","score_opus":0.2401794321847864,"score_gpt":0.4893679133811186,"score_spread":0.24918848119633222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093102971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.894716,0.00055789243,0.015184498,0.015850734,0.00015571225,0.003058933,0.00026511337,0.00058138196,0.06962972],"genre_scores_gemma":[0.9951423,0.00026632063,0.0018393826,0.0010347551,0.00008275501,0.0000018412313,0.00004050677,0.00029159393,0.0013005609],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971755,0.0011625545,0.00022283442,0.00040049467,0.00028556847,0.00075300736],"domain_scores_gemma":[0.9989056,0.00020704599,0.000045565448,0.00018208675,0.00028153879,0.00037816123],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0036466306,0.00010196601,0.00016013731,0.00023196398,0.0037765845,0.0005157392,0.00042040052,0.000079254954,0.00068281067],"category_scores_gemma":[0.009562423,0.00011514687,0.000022116454,0.0008296621,0.0003982185,0.0003140267,0.0007577854,0.0002461841,0.00009203012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008110078,0.0003088413,0.003952684,0.00035853757,0.00017420121,0.000010851735,0.27457887,0.000080049365,0.0012884316,0.20354669,0.094969556,0.41992027],"study_design_scores_gemma":[0.00068505947,0.00030344818,0.01756949,0.000060757688,0.0000058164724,0.0000021997635,0.008782296,0.00015186126,0.000030260902,0.0026850137,0.96955365,0.0001701614],"about_ca_topic_score_codex":0.00026229263,"about_ca_topic_score_gemma":0.000036394023,"teacher_disagreement_score":0.8745841,"about_ca_system_score_codex":0.00036921073,"about_ca_system_score_gemma":0.000043594362,"threshold_uncertainty_score":0.9987804},"labels":[],"label_agreement":null},{"id":"W7093106078","doi":"10.5281/zenodo.17363459","title":"Through HER eyes: barriers and solutions to adopting healthy diets for women and children in Addis Ababa, Ethiopia","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"European Commission","keywords":"Photography; Photovoice; Citizen journalism; Face (sociological concept); Participatory action research; Photo elicitation","score_opus":0.2401794321847864,"score_gpt":0.4893679133811186,"score_spread":0.24918848119633222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093106078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.894716,0.00055789243,0.015184498,0.015850734,0.00015571225,0.003058933,0.00026511337,0.00058138196,0.06962972],"genre_scores_gemma":[0.9951423,0.00026632063,0.0018393826,0.0010347551,0.00008275501,0.0000018412313,0.00004050677,0.00029159393,0.0013005609],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971755,0.0011625545,0.00022283442,0.00040049467,0.00028556847,0.00075300736],"domain_scores_gemma":[0.9989056,0.00020704599,0.000045565448,0.00018208675,0.00028153879,0.00037816123],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0036466306,0.00010196601,0.00016013731,0.00023196398,0.0037765845,0.0005157392,0.00042040052,0.000079254954,0.00068281067],"category_scores_gemma":[0.009562423,0.00011514687,0.000022116454,0.0008296621,0.0003982185,0.0003140267,0.0007577854,0.0002461841,0.00009203012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008110078,0.0003088413,0.003952684,0.00035853757,0.00017420121,0.000010851735,0.27457887,0.000080049365,0.0012884316,0.20354669,0.094969556,0.41992027],"study_design_scores_gemma":[0.00068505947,0.00030344818,0.01756949,0.000060757688,0.0000058164724,0.0000021997635,0.008782296,0.00015186126,0.000030260902,0.0026850137,0.96955365,0.0001701614],"about_ca_topic_score_codex":0.00026229263,"about_ca_topic_score_gemma":0.000036394023,"teacher_disagreement_score":0.8745841,"about_ca_system_score_codex":0.00036921073,"about_ca_system_score_gemma":0.000043594362,"threshold_uncertainty_score":0.9987804},"labels":[],"label_agreement":null},{"id":"W7098159466","doi":"","title":"Bishop’s University, Quebec Visual Methodology in Classroom Inquiry: Enhancing Complementary Qualitative","year":2016,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Qualitative research; Qualitative analysis; Visual methods; Visual literacy; Narrative inquiry; Grounded theory; Argument (complex analysis); Visual research","score_opus":0.8306011219869757,"score_gpt":0.7022596889281885,"score_spread":0.1283414330587872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098159466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.833068,0.000018853598,0.14797762,0.0053346725,0.00028838115,0.00032514488,0.0000082938805,0.000099993,0.012879036],"genre_scores_gemma":[0.96127456,0.000048387035,0.02813481,0.0003030811,0.00015671973,0.000007724983,0.000002031846,0.000013298469,0.010059388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97845864,0.019564863,0.00028468066,0.00037270956,0.00053061615,0.0007884829],"domain_scores_gemma":[0.9899425,0.009423027,0.00008131209,0.00014832428,0.00012556091,0.00027929],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015633987,0.000121824174,0.00029086767,0.00034160455,0.00028421913,0.000026433698,0.00040445392,0.00011545918,0.0022875736],"category_scores_gemma":[0.0040591727,0.000098559794,0.0000647538,0.00066578307,0.0011156513,0.00053646613,0.00025987474,0.00015879396,0.00015640387],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028501655,0.00024937358,0.023087732,0.000016089889,0.00007935891,0.00007700517,0.41375634,0.0000011802543,0.054354582,0.44170004,0.0031957082,0.06319756],"study_design_scores_gemma":[0.0017332882,0.0002688677,0.013772887,0.00007209264,0.000016717919,3.954598e-7,0.85353315,0.000030980915,0.012651153,0.016735721,0.10073942,0.0004453052],"about_ca_topic_score_codex":0.12560244,"about_ca_topic_score_gemma":0.69703376,"teacher_disagreement_score":0.57143134,"about_ca_system_score_codex":0.0010660507,"about_ca_system_score_gemma":0.00078454317,"threshold_uncertainty_score":0.99862444},"labels":[],"label_agreement":null},{"id":"W7099391044","doi":"","title":"THEORY AND METHODS Whiteboard animation for knowledge mobilization: a test case from the Slave River and Delta, Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Animation; Whiteboard; Storytelling; Process (computing); Interactive whiteboard; Computer animation; Hypermedia","score_opus":0.3316954770179372,"score_gpt":0.5906751216705368,"score_spread":0.2589796446525996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099391044","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49456093,0.0009649925,0.4946375,0.0027870522,0.0001718529,0.001091443,0.00014307463,0.000049826354,0.0055933264],"genre_scores_gemma":[0.9462673,0.00007674218,0.049746327,0.00025780848,0.00017742527,0.00015243253,0.0000015494292,0.000012714084,0.0033077146],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966077,0.0026331565,0.0001347924,0.00021292435,0.00016194375,0.0002494861],"domain_scores_gemma":[0.97280467,0.026644146,0.00004218112,0.0001363104,0.00019208578,0.0001806271],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0064415247,0.00007890193,0.0001111795,0.000020342,0.0006073719,0.00006451471,0.000103121856,0.000053073938,0.00016632475],"category_scores_gemma":[0.016376564,0.00004295183,0.000016858306,0.00013373198,0.00054484454,0.00018647223,0.000064647444,0.00004149015,0.000001668938],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011813245,0.000072065995,0.031478997,0.000026610009,0.00007614708,0.000027277645,0.05743465,5.960919e-7,0.006993355,0.21820654,0.010326892,0.6752387],"study_design_scores_gemma":[0.0033857278,0.0004824863,0.049606394,0.00014988055,0.00026445198,0.00003349169,0.08023086,0.0064130113,0.020556334,0.27431643,0.5635131,0.0010478329],"about_ca_topic_score_codex":0.233967,"about_ca_topic_score_gemma":0.85214126,"teacher_disagreement_score":0.6741909,"about_ca_system_score_codex":0.0001239321,"about_ca_system_score_gemma":0.0005960135,"threshold_uncertainty_score":0.9919089},"labels":[],"label_agreement":null},{"id":"W7104437021","doi":"10.71781/19192","title":"Is a picture worth a thousand words? : the development and validation of a picture-based knowledge transfer tool for university students","year":2021,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Research methodology; Validation test","score_opus":0.07604371284131865,"score_gpt":0.38214686305263557,"score_spread":0.3061031502113169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104437021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98931676,0.0023094984,0.0020973652,0.00011205661,0.0002764352,0.00085294736,0.00005166693,0.000033019503,0.00495022],"genre_scores_gemma":[0.9659978,0.00012104408,0.0012434587,0.000031448297,0.00007598396,0.00003279149,0.00013310682,0.00001724883,0.032347072],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974377,0.0006723787,0.00025848876,0.0004184833,0.00087092555,0.00034200764],"domain_scores_gemma":[0.99846923,0.00046726622,0.00015013685,0.00021507089,0.00050299277,0.00019529951],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010796069,0.00023149479,0.00031468202,0.00019597399,0.0057193586,0.00007442528,0.00045445326,0.0003272976,0.00003389553],"category_scores_gemma":[0.0002170273,0.00022222027,0.00019518072,0.00042757037,0.00031437178,0.00017368376,0.00006814087,0.00027375788,0.000001561388],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027530324,0.0005922452,0.041356653,0.00062781887,0.0008601207,0.00022317146,0.9262842,0.00019891527,0.004181655,0.009936482,0.00031045728,0.012675232],"study_design_scores_gemma":[0.004232027,0.00019535489,0.11644361,0.0008934629,0.0010144773,0.000010915191,0.43301147,0.00026436977,0.09413189,0.00027108644,0.34851328,0.0010180456],"about_ca_topic_score_codex":0.0014629756,"about_ca_topic_score_gemma":0.017086802,"teacher_disagreement_score":0.49327275,"about_ca_system_score_codex":0.0021115944,"about_ca_system_score_gemma":0.0058583273,"threshold_uncertainty_score":0.99977756},"labels":[],"label_agreement":null},{"id":"W7108600873","doi":"10.1108/qrj-07-2025-318","title":"Guest editorial: Trauma informed qualitative inquiry methodologies","year":2025,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Transformative learning; Psychological resilience; Disadvantaged; Politics; Mental health; Historical trauma; Government (linguistics); Affordance; Embodied cognition","score_opus":0.9523818530645515,"score_gpt":0.8464100123540496,"score_spread":0.10597184071050192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108600873","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26864812,0.0054721665,0.087113865,0.047859117,0.19026718,0.004631729,0.00012493727,0.0007487595,0.39513415],"genre_scores_gemma":[0.3449813,0.0053617866,0.26020542,0.0012791015,0.31008253,0.0018443931,0.000035438577,0.00024683858,0.07596319],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.82320285,0.16753812,0.0011212286,0.0005122335,0.0053034658,0.0023221232],"domain_scores_gemma":[0.86628914,0.12530522,0.0003586524,0.00047672648,0.0064475075,0.0011227335],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.26808792,0.0002725758,0.0006550922,0.0016631895,0.003545525,0.00086123234,0.0015339877,0.00040316716,0.0003197497],"category_scores_gemma":[0.3483465,0.00023468924,0.00026802238,0.0034366248,0.0070401668,0.001456409,0.000386537,0.0034500125,0.0002239675],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031626638,0.00008824042,0.000031637563,0.00004442541,0.00015585254,0.000016110183,0.6048314,0.0000016916539,0.00043544013,0.07749723,0.30874366,0.007838027],"study_design_scores_gemma":[0.00044701336,0.00025279168,0.00012446023,0.000114130955,0.0000075876633,7.4549183e-7,0.49551252,0.000002015436,0.0008828645,0.17398833,0.3285337,0.00013381607],"about_ca_topic_score_codex":0.0013049871,"about_ca_topic_score_gemma":0.00058224285,"teacher_disagreement_score":0.31917095,"about_ca_system_score_codex":0.0019040606,"about_ca_system_score_gemma":0.0071468484,"threshold_uncertainty_score":0.9988491},"labels":[],"label_agreement":null},{"id":"W7112417740","doi":"","title":"Breaking Bread, Building Hope: An Eight-Year Partnership Addressing the Toxic Drug Crisis in British Columbia","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Embeddedness; Praxis; Participatory action research; Context (archaeology); Community-based participatory research; Citizen journalism; Flexibility (engineering)","score_opus":0.384277048180561,"score_gpt":0.5368044052820187,"score_spread":0.15252735710145765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112417740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93479097,0.0003702665,0.00094850344,0.001538412,0.0018170422,0.0038459513,0.00014733642,0.00030838567,0.056233153],"genre_scores_gemma":[0.9752645,0.0011799115,0.0026314422,0.00066205754,0.000988506,0.0012854352,0.000022262684,0.00014128281,0.017824607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9540263,0.03088415,0.0025297487,0.005598208,0.0032307534,0.0037308768],"domain_scores_gemma":[0.9861888,0.0055151093,0.001213977,0.0048471885,0.0008770362,0.0013578329],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.06706412,0.000967341,0.002014567,0.00044419218,0.004469441,0.009067062,0.007203193,0.0015783838,0.022482408],"category_scores_gemma":[0.013977553,0.0014352053,0.0010435712,0.0032034242,0.0030007993,0.0015146027,0.0071630077,0.0059883455,0.0023859465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003485908,0.0025895834,0.6057844,0.0020766174,0.0012387283,0.0005544956,0.1745977,0.004248394,0.0012635457,0.00488415,0.03318732,0.16922644],"study_design_scores_gemma":[0.0058722803,0.000085194086,0.38076773,0.020310216,0.0018094392,0.000058222253,0.3094451,0.022270387,0.0031589791,0.14338169,0.1035757,0.009265042],"about_ca_topic_score_codex":0.34423602,"about_ca_topic_score_gemma":0.43492785,"teacher_disagreement_score":0.2250167,"about_ca_system_score_codex":0.0026807946,"about_ca_system_score_gemma":0.0049838726,"threshold_uncertainty_score":0.9997178},"labels":[],"label_agreement":null},{"id":"W7115005212","doi":"10.33524/cjar.v25i3.770","title":"Not All Hope is Created Equal: Climate Action Research as a Source of Critical Hope","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Climate justice; Action research; Pace; Action (physics); Hopefulness; Climate change; Environmental justice; Work (physics); Economic Justice","score_opus":0.8777220335538801,"score_gpt":0.751360940114177,"score_spread":0.12636109343970314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115005212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8385664,0.0005765239,0.00043050924,0.10586404,0.00077225425,0.00081908074,0.000020672782,0.00002402992,0.052926436],"genre_scores_gemma":[0.9925644,0.0004559634,0.00012641029,0.00038010677,0.0003429298,0.000021947839,6.8767434e-7,0.000021502587,0.006086075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97903115,0.014829254,0.00062066765,0.00026999146,0.003446654,0.0018022994],"domain_scores_gemma":[0.98547626,0.0069496487,0.00014393208,0.00045206404,0.00548744,0.0014906566],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06782477,0.00012612388,0.0003213327,0.0020731364,0.0032289228,0.0005481753,0.0012675537,0.00026818315,0.0017040565],"category_scores_gemma":[0.040933765,0.00010288897,0.00015884364,0.003108974,0.004111417,0.00052589877,0.00013745601,0.0028745297,0.00017158243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005994882,0.0010470146,0.014434294,0.0010885465,0.0010874169,0.00072911556,0.12450307,0.0002660411,0.12758793,0.29111758,0.2517171,0.18042704],"study_design_scores_gemma":[0.00097601867,0.0015433896,0.01019244,0.00049646106,0.00007382178,0.0000318584,0.057342716,0.0005539942,0.063814014,0.021126693,0.8435692,0.0002794015],"about_ca_topic_score_codex":0.26562107,"about_ca_topic_score_gemma":0.18148713,"teacher_disagreement_score":0.5918521,"about_ca_system_score_codex":0.001959775,"about_ca_system_score_gemma":0.014425168,"threshold_uncertainty_score":0.9994259},"labels":[],"label_agreement":null},{"id":"W7115007668","doi":"10.33524/cjar.v25i3.746","title":"Picturing Possibilities: Harnessing Photovoice to Foster Critical Engagement in Youth Facing the Ecological Crisis","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Photovoice; Participatory action research; Action research; Club; Status quo; Photo elicitation; Action (physics); Empowerment; Citizen journalism; Social justice","score_opus":0.8035065411845944,"score_gpt":0.6802380424518117,"score_spread":0.12326849873278267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115007668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9131866,0.000108276574,0.0004189529,0.077572994,0.00045707254,0.00039198145,0.00000396626,0.0000052871046,0.007854863],"genre_scores_gemma":[0.99767923,0.000011812892,0.00016068645,0.0013199864,0.00018865631,0.000019177678,8.638159e-8,0.000005579899,0.0006147789],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9886233,0.008952185,0.00035618298,0.0001592102,0.0010018066,0.0009072907],"domain_scores_gemma":[0.993378,0.004875893,0.000043989014,0.00022194545,0.00087305537,0.00060716073],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.040978037,0.00007460539,0.00015384507,0.0007048378,0.0030126339,0.00070963195,0.0007866929,0.000086070686,0.0003817803],"category_scores_gemma":[0.031956587,0.000046199322,0.00006967064,0.0011686755,0.0008146293,0.000264275,0.0000992616,0.0016363816,0.000016466909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005408576,0.00022403109,0.02343333,0.00012102565,0.00014472182,0.00035507954,0.87307185,0.0014080358,0.0039229165,0.023000589,0.028112939,0.045664642],"study_design_scores_gemma":[0.00039592726,0.000266209,0.040281214,0.0003280523,0.000025852647,0.0000053194244,0.86588943,0.00022312031,0.004494767,0.01722016,0.070697755,0.00017220962],"about_ca_topic_score_codex":0.068738714,"about_ca_topic_score_gemma":0.40060982,"teacher_disagreement_score":0.3318711,"about_ca_system_score_codex":0.0020458696,"about_ca_system_score_gemma":0.004810078,"threshold_uncertainty_score":0.9982853},"labels":[],"label_agreement":null},{"id":"W7115173378","doi":"10.4324/9781003540564-5","title":"This Is a Truth About Canada","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Grassroots; Storytelling; Categorization; Power (physics); Space (punctuation); Creativity","score_opus":0.5194547565765579,"score_gpt":0.6093908142893536,"score_spread":0.08993605771279567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115173378","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006205704,0.0004065813,0.000048800255,0.0015006091,0.00061749335,0.00024379685,0.00006846362,0.000058013477,0.99705005],"genre_scores_gemma":[0.00037597504,0.0002721251,0.00043806309,0.0018131655,0.0002472143,0.000015137125,0.0000028178472,0.000017332757,0.9968182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973626,0.00022753015,0.00024011878,0.0003587358,0.0012805046,0.00053052016],"domain_scores_gemma":[0.9979458,0.0010602368,0.00007628115,0.00033123553,0.0002062602,0.00038023063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015524493,0.00018878281,0.00032382147,0.000104558916,0.00039418065,0.00007642017,0.000522784,0.00029450995,0.058016904],"category_scores_gemma":[0.0015393842,0.00017772819,0.000108565626,0.000071582916,0.00033099763,0.000055400167,0.00012342968,0.0004258389,0.0002912356],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030731592,0.000002180368,0.000009303204,0.000012430289,0.000032732398,0.000014613866,0.00051280804,1.2168369e-8,5.1167603e-7,0.60438615,0.38345522,0.01157096],"study_design_scores_gemma":[0.000049101516,0.00000991662,0.000011539368,0.00006822719,0.000020305795,5.274468e-8,0.00008560653,0.00000801531,0.000034172237,0.012198827,0.98733073,0.00018348914],"about_ca_topic_score_codex":0.8802724,"about_ca_topic_score_gemma":0.9415071,"teacher_disagreement_score":0.6038755,"about_ca_system_score_codex":0.0008698949,"about_ca_system_score_gemma":0.013454425,"threshold_uncertainty_score":0.9921384},"labels":[],"label_agreement":null},{"id":"W7115407930","doi":"","title":"Athletes’ Experiences of AI-Generated Images in Qualitative Research","year":2024,"lang":"en","type":"article","venue":"Open Access Macedonian Journal of Medical Sciences","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Qualitative research; Thematic analysis; Qualitative analysis; Perception; Disconnection; Visual methods","score_opus":0.8792222902824263,"score_gpt":0.8131062660740257,"score_spread":0.06611602420840057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115407930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94357175,0.0034588627,0.0004359847,0.036214683,0.00086938194,0.0003707614,0.00000350369,0.0000117419895,0.01506335],"genre_scores_gemma":[0.99687266,0.00089182355,0.0014070347,0.00012593078,0.00026318003,0.00004109086,1.5921273e-7,0.000008344004,0.0003897814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97853976,0.011611672,0.0010062384,0.00040789123,0.0075343805,0.0009000765],"domain_scores_gemma":[0.9926596,0.0054919566,0.00023733842,0.00014802998,0.00062961096,0.0008334351],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1438657,0.00012957222,0.0004775374,0.0009626029,0.00062736426,0.0029852167,0.008429617,0.0001567962,0.0038233327],"category_scores_gemma":[0.026385346,0.000089609806,0.00009575614,0.00595469,0.0074976943,0.0044284198,0.0012043793,0.0012233845,0.000018296512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013422605,0.00037496266,0.0061875586,0.00011386008,0.000053921543,0.0010302176,0.77952915,0.000038896425,0.0015653367,0.09451441,0.014154412,0.102303065],"study_design_scores_gemma":[0.0008698702,0.0013135597,0.0015083358,0.0034378688,0.00001488993,0.000025635274,0.8742837,0.0017015217,0.019990481,0.05549432,0.04094681,0.00041301578],"about_ca_topic_score_codex":0.0037431635,"about_ca_topic_score_gemma":0.0014898841,"teacher_disagreement_score":0.11748037,"about_ca_system_score_codex":0.00020584099,"about_ca_system_score_gemma":0.0093057845,"threshold_uncertainty_score":0.9980498},"labels":[],"label_agreement":null},{"id":"W7115824021","doi":"","title":"Perspectives on Images:Imagery as a form of cognition and practice","year":2025,"lang":"en","type":"book-chapter","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Cognition; Process (computing); Context (archaeology); Component (thermodynamics)","score_opus":0.15839757705393037,"score_gpt":0.4214026278354758,"score_spread":0.2630050507815454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824021","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012918438,0.012804429,0.8964291,0.02633541,0.000260632,0.01342741,0.0005350761,0.00037878493,0.036910724],"genre_scores_gemma":[0.28687325,0.012972036,0.6569488,0.012219799,0.0010715758,0.001220763,0.00016982538,0.0006704386,0.027853508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9850314,0.0060242033,0.0029880845,0.0019117878,0.0027573346,0.0012871664],"domain_scores_gemma":[0.97151923,0.02122142,0.003579706,0.0009968323,0.0015963659,0.0010864284],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01306823,0.0015690128,0.0024247053,0.002026718,0.0011408792,0.00033721403,0.0014530332,0.0012812205,0.00035655874],"category_scores_gemma":[0.026102632,0.0013716213,0.00058157,0.0009402807,0.0041237436,0.0006392046,0.000518119,0.0039383336,0.000016129168],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.072269544,0.0020890315,0.001908019,0.0062652496,0.008853362,0.00014504051,0.035394467,0.02047276,0.11643738,0.4208766,0.087781295,0.22750725],"study_design_scores_gemma":[0.009008363,0.0062548467,0.0073030447,0.007936684,0.0035386463,0.00022987963,0.0042454423,0.0029878553,0.059161842,0.85606897,0.039412133,0.0038522906],"about_ca_topic_score_codex":0.00068045536,"about_ca_topic_score_gemma":0.000042921947,"teacher_disagreement_score":0.43519238,"about_ca_system_score_codex":0.0002009631,"about_ca_system_score_gemma":0.0026757391,"threshold_uncertainty_score":0.9997058},"labels":[],"label_agreement":null},{"id":"W7116677449","doi":"10.1177/16094069251412602","title":"Reflective Interviews in Virtual Reality: From Intervention to <i>Intravention</i>","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Carleton University","keywords":"Affordance; Virtual reality; Intervention (counseling); Interview; Reflection (computer programming); Coaching; Psychological intervention; Process (computing); Reflective practice","score_opus":0.9043614495950206,"score_gpt":0.8087316082270993,"score_spread":0.0956298413679213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116677449","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07630246,0.00030183175,0.90035695,0.009087718,0.0025546162,0.0002445155,0.00002594115,0.000013811421,0.011112137],"genre_scores_gemma":[0.6884187,0.00013996234,0.30717257,0.0015309603,0.0005521831,0.000059537626,0.000006329633,0.000017965016,0.002101835],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95814836,0.03883015,0.001355144,0.00027721282,0.0010687795,0.0003203764],"domain_scores_gemma":[0.9910125,0.0064733443,0.00053329265,0.00014593,0.0016304029,0.00020450624],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05636311,0.0001426974,0.00044218457,0.0010523769,0.00009623905,0.00014320847,0.0009560506,0.00010243395,0.00031418266],"category_scores_gemma":[0.03018092,0.00013750195,0.00029970042,0.0008785544,0.00029622405,0.00052312174,0.0001887937,0.0005033802,0.000019213137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010924792,0.00047061633,0.0003846062,0.000008399301,0.00049287657,0.00003833689,0.26901516,0.000086037195,0.008325349,0.16307084,0.0019703761,0.55504495],"study_design_scores_gemma":[0.0024616253,0.0006680694,0.008196849,0.0015331028,0.00006329397,0.0000021041315,0.24497893,0.00026298634,0.01962692,0.56244385,0.15943147,0.00033079134],"about_ca_topic_score_codex":0.002981137,"about_ca_topic_score_gemma":0.0025217643,"teacher_disagreement_score":0.6121162,"about_ca_system_score_codex":0.0011894536,"about_ca_system_score_gemma":0.0004553079,"threshold_uncertainty_score":0.9779883},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"methods","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":"medium"}],"label_agreement":"split"},{"id":"W7116799599","doi":"10.1177/16094069251409100","title":"Learning on the Go: Experiences Researching Urban Stewardship Practices Through Walking Interview","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Insider; Negotiation; Qualitative research; Experiential learning; Context (archaeology); Action research; Participatory action research; Photo elicitation; Action (physics); Interview","score_opus":0.9566398821764001,"score_gpt":0.8242768296135061,"score_spread":0.13236305256289393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116799599","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.394224,0.0029671262,0.4004318,0.06584204,0.004069002,0.00050201546,0.000003912868,0.000054328288,0.13190578],"genre_scores_gemma":[0.8628228,0.00045226974,0.13093677,0.0014210348,0.00071189034,0.00006770681,5.17528e-7,0.000016966651,0.003570058],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.906373,0.08992296,0.0008296029,0.00024764112,0.0021961539,0.0004306368],"domain_scores_gemma":[0.9446477,0.051877722,0.0014415397,0.00016738367,0.0017313305,0.00013429836],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13776846,0.0001524578,0.0003301758,0.00036925223,0.0007269811,0.00050521625,0.0017691737,0.000074430216,0.0003875988],"category_scores_gemma":[0.18892853,0.00010178759,0.00023774678,0.00067161245,0.0009923808,0.0009878954,0.00023831114,0.0013193397,0.000014809359],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019344714,0.00009034663,0.00030288758,0.000012450825,0.00031142903,0.000020373614,0.6983766,0.000017100934,0.0008421707,0.20927133,0.001152079,0.08940981],"study_design_scores_gemma":[0.00023861403,0.0002936943,0.0003197854,0.000567226,0.000019980906,0.0000023694329,0.73051137,0.00010942642,0.0049012294,0.06863943,0.19428658,0.00011028757],"about_ca_topic_score_codex":0.00028978466,"about_ca_topic_score_gemma":0.000036940743,"teacher_disagreement_score":0.46859878,"about_ca_system_score_codex":0.00045493388,"about_ca_system_score_gemma":0.00080357864,"threshold_uncertainty_score":0.8878488},"labels":[],"label_agreement":null},{"id":"W7117194168","doi":"","title":"Becoming Scholars with Data: Exploring Imaginative Methodological Practices","year":2025,"lang":"en","type":"article","venue":"Open Access Journals at Oslo Metropolitan University (Oslo Metropolitan University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Douglas College","funders":"","keywords":"Humanism; Work (physics); Creativity; Lived experience; Data collection","score_opus":0.8779049077008773,"score_gpt":0.6739758187719277,"score_spread":0.20392908892894956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117194168","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35373095,0.00075375213,0.02259744,0.0073465803,0.00064439117,0.0015029579,0.00025459228,0.00026135403,0.612908],"genre_scores_gemma":[0.835916,0.0055246693,0.07891452,0.000573381,0.00038438823,0.0000050867866,0.000045708908,0.0001014637,0.07853482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9772375,0.016110476,0.00061419787,0.0019023695,0.0019398174,0.0021955972],"domain_scores_gemma":[0.9867915,0.0061268928,0.001673623,0.0020023575,0.0016670439,0.001738609],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts","scholarly_communication","open_science"],"category_scores_codex":[0.015893936,0.0006658387,0.0013759452,0.0040837107,0.0068339896,0.0031701121,0.015917484,0.00033996697,0.0020084784],"category_scores_gemma":[0.016434437,0.00068881747,0.0002940331,0.009626251,0.003259726,0.029436488,0.014069577,0.0018604834,0.000057867826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002835231,0.00070308615,0.11744642,0.000092887436,0.0018380141,0.0023140742,0.001925758,0.000018772647,0.0010785495,0.86228734,0.0056305258,0.0038293353],"study_design_scores_gemma":[0.0036793433,0.00030496155,0.018403566,0.0003924741,0.0010518187,0.000017933733,0.3598419,0.00009477081,0.0023097512,0.0052764113,0.60738426,0.0012428046],"about_ca_topic_score_codex":0.04067082,"about_ca_topic_score_gemma":0.013691138,"teacher_disagreement_score":0.85701096,"about_ca_system_score_codex":0.022032974,"about_ca_system_score_gemma":0.002996655,"threshold_uncertainty_score":0.9995563},"labels":[],"label_agreement":null},{"id":"W7117292347","doi":"10.1177/1525822x251409928","title":"360-degree Photography: A Step-by-step Method for Collecting and Analyzing Spherical Visual Data in the Social Sciences","year":2025,"lang":"en","type":"article","venue":"Field Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Photography; Field (mathematics); Visual methods; Data collection; Social media; Digital photography; Computational photography; Visual research","score_opus":0.735171049016948,"score_gpt":0.731280502786055,"score_spread":0.0038905462308929106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117292347","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059275352,0.0006851154,0.97597873,0.0035079082,0.00021222394,0.0007365656,0.0000099496565,0.00003599637,0.012905984],"genre_scores_gemma":[0.016901016,0.000053497468,0.9809122,0.0013828098,0.00018138882,0.0001660306,0.000002578916,0.000008722877,0.00039175333],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9881125,0.009729365,0.00035694725,0.0006049162,0.0004832093,0.000713032],"domain_scores_gemma":[0.9766679,0.022778407,0.0001013142,0.00028246816,0.00008438014,0.00008555533],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04717815,0.00014769423,0.0003625043,0.00020322017,0.0018765627,0.00031822702,0.0011126265,0.00019022141,0.00004982866],"category_scores_gemma":[0.019749185,0.00011731123,0.00009319947,0.0025473689,0.00054739026,0.00025285658,0.0003644079,0.00042620022,3.7008186e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018140176,0.0001863775,0.01675161,0.00009580433,0.00010165795,0.000004404272,0.009750688,0.0000014960061,0.0059939744,0.015752159,0.029446708,0.92173374],"study_design_scores_gemma":[0.0022678417,0.0008783129,0.0086051,0.0001854111,0.00030119775,0.0000022962836,0.0932827,0.10394095,0.009550273,0.014645398,0.7654289,0.00091165106],"about_ca_topic_score_codex":0.0043151504,"about_ca_topic_score_gemma":0.0023161464,"teacher_disagreement_score":0.9208221,"about_ca_system_score_codex":0.000056080324,"about_ca_system_score_gemma":0.00055379764,"threshold_uncertainty_score":0.99942285},"labels":[],"label_agreement":null},{"id":"W7117654146","doi":"10.47678/cjhe.v55i4.190599","title":"Thriving Against the Odds: A Photovoice Study on Canadian College Students’ Mental Health and Resilience Strategies","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Thriving; Photovoice; Mental health; Psychological resilience; Institution; Bachelor; Safeguarding; Community resilience","score_opus":0.23397145112443354,"score_gpt":0.5973075421261986,"score_spread":0.3633360910017651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117654146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688267,0.002062594,0.000004045862,0.015848413,0.0013945902,0.0005744352,0.000010263049,0.0000035251005,0.011275411],"genre_scores_gemma":[0.9926336,0.0000510126,0.000044551725,0.0028376477,0.00014611769,0.000017308583,5.839901e-7,0.0000056996964,0.0042634993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737513,0.0013181883,0.00026411828,0.00013836838,0.0004363056,0.0004678869],"domain_scores_gemma":[0.9980221,0.00022907079,0.00013309294,0.0001470559,0.00019855559,0.0012701519],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031924562,0.000086809814,0.0001421664,0.00042663628,0.0016001033,0.00035012068,0.00049896195,0.000038015067,0.000058727124],"category_scores_gemma":[0.00048924814,0.00007091291,0.000026732707,0.00058569474,0.00028719127,0.00027864726,0.000012030408,0.00027324294,0.0000034942602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048078444,0.00032714262,0.6314465,0.000025211173,0.0001269736,0.000032146218,0.19490874,0.000019309638,0.000063405925,0.046220027,0.11899366,0.0077888393],"study_design_scores_gemma":[0.00020173578,0.000255314,0.4668064,0.00014830951,0.000008490333,0.0000010376697,0.2614311,0.000002235674,0.000006589789,0.0006670997,0.27039534,0.00007631257],"about_ca_topic_score_codex":0.53635174,"about_ca_topic_score_gemma":0.94749165,"teacher_disagreement_score":0.41113988,"about_ca_system_score_codex":0.0017628456,"about_ca_system_score_gemma":0.050174814,"threshold_uncertainty_score":0.99969965},"labels":[],"label_agreement":null},{"id":"W7117701444","doi":"10.1155/ecc/1098567","title":"Listen to Lung Cancer Patients’ Emotions With Photographs Taken by Them: A Mixed‐Method Study","year":2025,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Ryerson University","keywords":"Lung cancer; Photovoice; Qualitative research; Scale (ratio); Cancer; Intervention (counseling); Sampling (signal processing)","score_opus":0.19657179003042222,"score_gpt":0.5731400208462153,"score_spread":0.37656823081579305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117701444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577325,0.0018875399,0.0038715047,0.00070367235,0.0009419239,0.00073589844,0.00006433334,0.000030457953,0.034032185],"genre_scores_gemma":[0.9954733,0.00010901185,0.0021202553,0.00037034322,0.00022614785,0.000033167198,7.965533e-7,0.000031031195,0.0016359397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933188,0.004577151,0.0004210312,0.0002510128,0.000980501,0.00045152975],"domain_scores_gemma":[0.9975222,0.00021313793,0.0002544987,0.00020638433,0.001382169,0.0004216454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030412015,0.00016192082,0.00030667827,0.00022566687,0.0004938202,0.00016337886,0.0006800066,0.000023716766,0.00025385208],"category_scores_gemma":[0.00039752692,0.00012635143,0.00012381906,0.0012046843,0.00014183864,0.00019884197,0.00010520334,0.0003736019,0.0000050492376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032941028,0.00042684327,0.7619603,0.00006960293,0.0005376367,0.00007514542,0.1270611,0.00021985604,0.00034652435,0.000088448454,0.0240318,0.08485329],"study_design_scores_gemma":[0.0036524616,0.0015388926,0.57338786,0.0011537115,0.0005679989,8.820427e-7,0.17519969,0.000018783136,0.0009064548,0.000018644969,0.2430822,0.00047241195],"about_ca_topic_score_codex":0.0017122164,"about_ca_topic_score_gemma":0.003731562,"teacher_disagreement_score":0.2190504,"about_ca_system_score_codex":0.0006064245,"about_ca_system_score_gemma":0.0011901178,"threshold_uncertainty_score":0.51524615},"labels":[],"label_agreement":null},{"id":"W7117781610","doi":"10.1177/13634593251407058","title":"Living with hard-to-heal wounds: A global health challenge explored through analytic sketches","year":2025,"lang":"en","type":"article","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychosocial; Health care; Distress; Grey literature; Participant observation; Photo elicitation; Public health; Visual research; Global health","score_opus":0.4798477110563267,"score_gpt":0.6750660253303993,"score_spread":0.1952183142740726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117781610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55865514,0.0128455395,0.025072128,0.39562494,0.002088661,0.005165909,0.000032523163,0.000072456816,0.00044270192],"genre_scores_gemma":[0.9933725,0.0016212538,0.00040665068,0.0032560686,0.0009355064,0.00026429052,0.0000019778056,0.000023600882,0.00011815999],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9910288,0.004318649,0.0014685882,0.00050634355,0.0011895263,0.0014880907],"domain_scores_gemma":[0.99604356,0.0012425876,0.0009102711,0.0002790349,0.00041625332,0.0011083068],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022181457,0.00029565938,0.0013847552,0.00021695194,0.024408923,0.000078276105,0.0006057812,0.000088741865,0.000023799685],"category_scores_gemma":[0.0006900619,0.00018976825,0.00010682955,0.0010721057,0.00092835794,0.0003127413,0.00031545508,0.00063813204,5.140479e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071049307,0.0010039933,0.0038433685,0.0005700089,0.00018216096,0.0000029213927,0.7426464,0.000011804328,3.697752e-7,0.0066656857,0.00374058,0.24062224],"study_design_scores_gemma":[0.0019836402,0.016336959,0.0703977,0.0014189173,0.000053987686,0.0000066862276,0.8950476,0.00009058985,1.3106121e-7,0.008863067,0.005627624,0.00017306958],"about_ca_topic_score_codex":0.0143082375,"about_ca_topic_score_gemma":0.04106637,"teacher_disagreement_score":0.43471736,"about_ca_system_score_codex":0.0014537578,"about_ca_system_score_gemma":0.004473866,"threshold_uncertainty_score":0.99225557},"labels":[],"label_agreement":null},{"id":"W7118084906","doi":"10.1093/geroni/igaf122.1064","title":"From the Outside, Looking in: Photovoice as a Transformative Method in Community-Engaged Research","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Simon Fraser University; Concordia University","funders":"","keywords":"Photovoice; Transformative learning; Embodied cognition; Lived experience; Photo elicitation; Aging in place; Status quo; Invisibility","score_opus":0.6589347570429196,"score_gpt":0.6918373248448474,"score_spread":0.032902567801927796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9295894,0.000055018725,0.0077745,0.0063314675,0.00011495639,0.00062473986,0.0000026211196,0.000029560651,0.05547772],"genre_scores_gemma":[0.9962497,0.000014846133,0.002477184,0.00083769375,0.000040231138,0.0001957329,0.00000371445,0.000007145463,0.00017376221],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.896316,0.1010881,0.00078308914,0.0002302551,0.0008890165,0.00069352664],"domain_scores_gemma":[0.9576392,0.0416019,0.000076898126,0.00028615832,0.0003652216,0.0000306295],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19045474,0.000087217966,0.00018912324,0.0013153292,0.0019351325,0.0001639706,0.0006464108,0.00010193948,0.000053774118],"category_scores_gemma":[0.0571698,0.000080812606,0.000019014205,0.011422519,0.0003431494,0.0004974752,0.00013465545,0.0068573304,0.000012082287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048968657,0.00010111285,0.071791805,0.000023425064,0.000010093348,0.000008248798,0.84257877,0.000111091365,0.0063426816,0.04530043,0.00011758199,0.033565782],"study_design_scores_gemma":[0.0009633782,0.000019291256,0.10523572,0.0007430556,0.0000020500663,9.3050126e-8,0.71330386,0.0021337008,0.011185654,0.15618274,0.010088723,0.00014173723],"about_ca_topic_score_codex":0.10964844,"about_ca_topic_score_gemma":0.04803991,"teacher_disagreement_score":0.13328494,"about_ca_system_score_codex":0.0007143544,"about_ca_system_score_gemma":0.00072758086,"threshold_uncertainty_score":0.9993642},"labels":[],"label_agreement":null},{"id":"W7124514623","doi":"","title":"RACIALIZATION AND K-12 BEHAVIOUR PROGRAMS IN SASKATCHEWAN SCHOOLS: A CRITICAL RACE PHOTO STUDY","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Racialization; Mainstream; Critical race theory; Race (biology); Photovoice; Qualitative research; Thematic analysis; Ableism; Critical theory; Disability studies","score_opus":0.13300131500867904,"score_gpt":0.41262111196282314,"score_spread":0.2796197969541441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124514623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906886,0.00004396258,0.0014341925,0.0017208576,0.000085005195,0.00083176483,0.000018203376,0.00014828546,0.0050291056],"genre_scores_gemma":[0.97534525,0.000040197294,0.0041180667,0.000041651856,0.000016706206,3.9930163e-7,0.00000844323,0.000009574301,0.020419715],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9967659,0.0016650021,0.00015790653,0.00047176753,0.00045556825,0.00048385363],"domain_scores_gemma":[0.99888945,0.00033307011,0.0000815261,0.00026242257,0.000107562875,0.0003259718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010383158,0.00016057555,0.00035837461,0.0005833119,0.0007283217,0.00008042009,0.0006263874,0.00020641682,0.0002516187],"category_scores_gemma":[0.00021495341,0.00023187236,0.00008771671,0.0014669035,0.00095130433,0.0022931432,0.00052220136,0.00037654993,0.000008273218],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039144725,0.00094305,0.80423313,0.000051431638,0.000045446206,0.00021512798,0.18636984,0.0000026689916,0.000104275176,0.0021630253,0.00027414472,0.0052064382],"study_design_scores_gemma":[0.0012489125,0.0001678544,0.10120127,0.000095139214,0.00007161629,2.344671e-7,0.89229476,0.000073624025,0.000067493915,0.000490763,0.004098944,0.00018940755],"about_ca_topic_score_codex":0.02369434,"about_ca_topic_score_gemma":0.06769334,"teacher_disagreement_score":0.70592487,"about_ca_system_score_codex":0.00020440778,"about_ca_system_score_gemma":0.0015435314,"threshold_uncertainty_score":0.982807},"labels":[],"label_agreement":null},{"id":"W7125492665","doi":"10.1080/14649357.2025.2592585","title":"‘Together We Know a Lot’: A Reflective Case Study of Social Learning Through Participatory Action Research","year":2025,"lang":"en","type":"article","venue":"Planning Theory & Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of British Columbia","funders":"Robert Wood Johnson Foundation","keywords":"Participatory action research; Action research; Action (physics); Citizen journalism; Social learning; Action learning; Experiential learning","score_opus":0.8089899673555607,"score_gpt":0.750024415335214,"score_spread":0.0589655520203467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125492665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89345366,0.0009378153,0.0028916593,0.001269973,0.00028946094,0.0009588492,0.0000016561567,0.00017132968,0.10002559],"genre_scores_gemma":[0.99454033,0.000068085166,0.00073025277,0.00010177895,0.00023456082,0.00026112943,5.1670753e-7,0.000029833602,0.0040334845],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9422775,0.05439455,0.00046464978,0.00054668135,0.0013693366,0.00094726967],"domain_scores_gemma":[0.97504,0.023183031,0.00032265682,0.00031338035,0.0009960906,0.00014480116],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05135382,0.00018441217,0.00036609036,0.00037923333,0.003110088,0.00016414153,0.00040132005,0.00021358479,0.00015840416],"category_scores_gemma":[0.058318816,0.00019004938,0.00008035275,0.0019769422,0.0009613575,0.0011433617,0.00026740716,0.0018257132,0.00004942955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028627333,0.00183612,0.0035849297,0.00005840465,0.00046496908,0.0011916335,0.8985982,0.00016542745,0.0018165956,0.06627514,0.0007887695,0.022357056],"study_design_scores_gemma":[0.00058735773,0.00056031643,0.00036888057,0.00010113805,0.00016036491,0.00001824889,0.86013544,0.000109926004,0.0007456095,0.010306491,0.12674007,0.00016614929],"about_ca_topic_score_codex":0.005772796,"about_ca_topic_score_gemma":0.0006740229,"teacher_disagreement_score":0.1259513,"about_ca_system_score_codex":0.0005065126,"about_ca_system_score_gemma":0.0011229613,"threshold_uncertainty_score":0.9981877},"labels":[],"label_agreement":null},{"id":"W7125677324","doi":"10.17169/fqs-27.1.4534","title":"Zooming in on Lived Experiences: Using Descriptive Phenomenology and Qualitative Methods to Examine Connection to Nature","year":2025,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Phenomenology (philosophy); Phenomenological method; Qualitative research; Descriptive research; Lived experience; Interpretative phenomenological analysis; Data collection; Connection (principal bundle)","score_opus":0.823445351867269,"score_gpt":0.7527434695589544,"score_spread":0.07070188230831453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125677324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92051214,0.00021997043,0.054431584,0.007304703,0.00033864673,0.0019046939,0.000027032782,0.00006639238,0.015194814],"genre_scores_gemma":[0.952071,0.000028443737,0.04341259,0.0006861953,0.00012878574,0.00021309877,0.0000057321104,0.000030893425,0.0034232268],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9514892,0.043701623,0.0005036558,0.0010727014,0.0013918129,0.0018409892],"domain_scores_gemma":[0.98010015,0.017494602,0.00013141581,0.0002551982,0.0013692331,0.0006493886],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.032703966,0.0003200448,0.00068037555,0.0024242147,0.0028230888,0.00018633113,0.00074333034,0.000531836,0.00013372401],"category_scores_gemma":[0.035910588,0.00035834586,0.00011013061,0.0053443285,0.0023759024,0.00096535566,0.0006602481,0.0016576945,0.0000326272],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007582596,0.00011613375,0.000033118944,0.000019369749,0.00008062697,0.000015957636,0.7191361,0.000013779829,0.004446623,0.26977208,0.00034080638,0.005267142],"study_design_scores_gemma":[0.0007969157,0.0008321273,0.00024027849,0.0001528936,0.000014053111,1.2623785e-7,0.9529261,0.00026966666,0.0012347182,0.033108573,0.010102832,0.0003216895],"about_ca_topic_score_codex":0.00684887,"about_ca_topic_score_gemma":0.004226867,"teacher_disagreement_score":0.23666352,"about_ca_system_score_codex":0.003923778,"about_ca_system_score_gemma":0.0014268464,"threshold_uncertainty_score":0.9999},"labels":[],"label_agreement":null},{"id":"W7125681581","doi":"10.17169/fqs-27.1.4555","title":"Making Data From Drawing: How Step-by-Step Protocols Can Enrich Reflexive Inquiry in Qualitative Research","year":2025,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Concordia University","keywords":"Reflexivity; Qualitative research; Protocol (science); Process (computing); Qualitative property; Protocol analysis","score_opus":0.9343900124605818,"score_gpt":0.7924767753101383,"score_spread":0.14191323715044357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125681581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27389058,0.003273751,0.10220117,0.25255448,0.0017502154,0.10354021,0.01027074,0.0011485547,0.25137028],"genre_scores_gemma":[0.94014233,0.00014799197,0.011206139,0.00040220344,0.0008662395,0.0043132114,0.0007024359,0.0001561527,0.042063303],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.86533713,0.119355515,0.001004592,0.0023645426,0.007391499,0.0045467457],"domain_scores_gemma":[0.9457522,0.0468703,0.00039585732,0.0016375309,0.004474615,0.00086946756],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10789199,0.0005731661,0.0012018357,0.0026190053,0.006585468,0.0010492505,0.005893663,0.00089754455,0.00039236862],"category_scores_gemma":[0.06381478,0.00065278535,0.00024245483,0.010021018,0.010604927,0.0038117869,0.004414675,0.0048682457,0.00016907442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.001006064,0.00043889723,0.00039357226,0.00009850252,0.00028246903,0.00009472171,0.56237954,0.0000011771903,0.0008214064,0.2830011,0.14660539,0.00487718],"study_design_scores_gemma":[0.0016010297,0.00034351443,0.0002334568,0.0004205813,0.00001858061,5.9867816e-8,0.7152748,0.00021218196,0.00017812428,0.04725789,0.23401119,0.00044858875],"about_ca_topic_score_codex":0.03447677,"about_ca_topic_score_gemma":0.05180884,"teacher_disagreement_score":0.6662517,"about_ca_system_score_codex":0.0067302543,"about_ca_system_score_gemma":0.009116433,"threshold_uncertainty_score":0.9999878},"labels":[],"label_agreement":null},{"id":"W7125706595","doi":"10.7202/1122762ar","title":"Developing a Community-Engaged Research-Creation Methodology through the Resonance Project","year":2025,"lang":"en","type":"article","venue":"MUSICultures","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Performative utterance; Ethnography; Citizen journalism; Resonance (particle physics); Participatory design","score_opus":0.9098647722112292,"score_gpt":0.7214615128577275,"score_spread":0.18840325935350166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125706595","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3744404,0.0041861213,0.030094279,0.057487268,0.0011940497,0.0036564593,0.00001329299,0.0005080488,0.5284201],"genre_scores_gemma":[0.9237498,0.00040421565,0.057957023,0.0028714493,0.00042906744,0.0007409579,0.000007481443,0.000017369275,0.013822646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.80848897,0.18970446,0.00022247485,0.00022512594,0.0006915818,0.0006674116],"domain_scores_gemma":[0.96821284,0.03069331,0.00005749818,0.0004416571,0.00054770435,0.000046967776],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09279889,0.000115148476,0.00020269092,0.0001254959,0.016477088,0.0002288445,0.000992621,0.00016252912,0.000037506397],"category_scores_gemma":[0.11114806,0.00007389082,0.00006371834,0.002080665,0.0021381064,0.00023987121,0.00033710068,0.0041346215,0.00002084534],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054222623,0.00004907883,0.00026178022,0.00002713588,0.000031573574,0.0000028095617,0.35219496,0.0000034995908,0.0022297588,0.58708006,0.03806978,0.01999535],"study_design_scores_gemma":[0.00013320253,0.00002787982,0.0072949557,0.00006873092,0.000008232784,3.0395802e-7,0.15492661,0.000009026133,0.0030261597,0.071412966,0.76300776,0.00008415548],"about_ca_topic_score_codex":0.022634655,"about_ca_topic_score_gemma":0.0165852,"teacher_disagreement_score":0.724938,"about_ca_system_score_codex":0.00036709625,"about_ca_system_score_gemma":0.0011916881,"threshold_uncertainty_score":0.99816287},"labels":[],"label_agreement":null},{"id":"W7125715715","doi":"10.17169/fqs-27.1.4440","title":"The Use of Theater to Restore Intergenerational Relationships and Knowledge Transfer in Africa: A Narrative Review","year":2025,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Western University; Thompson Rivers University","funders":"","keywords":"Narrative; Action (physics); Citizen journalism; Knowledge transfer; Participatory action research; Traditional knowledge; Sustainability","score_opus":0.8581454553936992,"score_gpt":0.6860321802033974,"score_spread":0.17211327519030184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125715715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66786754,0.015967494,0.018229054,0.21344918,0.00049390306,0.008240086,0.00028904894,0.000102602,0.075361095],"genre_scores_gemma":[0.9697106,0.0018557884,0.0008554319,0.0001678867,0.00006051365,0.00015840762,0.000009402919,0.000015676118,0.027166316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9713431,0.026014294,0.0004403182,0.0003764416,0.0010156431,0.0008102056],"domain_scores_gemma":[0.9833531,0.014655197,0.00004806081,0.0001924042,0.001514647,0.00023663283],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.021535687,0.00014357782,0.00033221132,0.00052857545,0.0029573787,0.00009943693,0.00047319898,0.00015142687,0.000058875397],"category_scores_gemma":[0.01954068,0.000121685356,0.000108890614,0.0028184068,0.0023675691,0.0008563532,0.00025146236,0.00083633757,0.000016279397],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018654185,0.0000625896,0.00024145468,0.00005862342,0.00005278607,0.0000022075712,0.44408828,0.0000022302784,0.00011941941,0.53221905,0.021195166,0.0017716446],"study_design_scores_gemma":[0.0004950588,0.0001983671,0.0019321713,0.0007080463,0.000021435271,5.763152e-8,0.5962671,0.00009113013,0.00010877779,0.022210933,0.37779394,0.00017299892],"about_ca_topic_score_codex":0.0009593838,"about_ca_topic_score_gemma":0.019481355,"teacher_disagreement_score":0.5100081,"about_ca_system_score_codex":0.000775681,"about_ca_system_score_gemma":0.0017442624,"threshold_uncertainty_score":0.9984106},"labels":[],"label_agreement":null},{"id":"W7128496115","doi":"10.7202/1122689ar","title":"PIECES : un projet alliant recherche et intervention dans un processus d’innovation ouverte","year":2025,"lang":"fr","type":"article","venue":"Revue internationale de communication et socialisation","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College Ahuntsic; Université du Québec à Montréal; Collège Montmorency; Cégep de Jonquière","funders":"","keywords":"Context (archaeology); Forge; Research methodology; Digital library","score_opus":0.7025438210003431,"score_gpt":0.6420136480844303,"score_spread":0.06053017291591278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128496115","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26972163,0.008253197,0.33270222,0.27751356,0.0021571459,0.002251169,0.00017172037,0.0003565073,0.106872864],"genre_scores_gemma":[0.91634446,0.010597024,0.028328352,0.0020343075,0.00029343172,0.00074263074,0.00086262834,0.000047406087,0.04074978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9792436,0.017892413,0.0011393412,0.0004769937,0.00077193446,0.00047574527],"domain_scores_gemma":[0.99351925,0.00296829,0.00093178166,0.0006217399,0.0018564546,0.00010249631],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.024932433,0.00027382828,0.00033076713,0.0004606775,0.0007632709,0.00037666326,0.0013640082,0.00059213274,0.00037543633],"category_scores_gemma":[0.015224772,0.00035567596,0.00020322493,0.002660008,0.0005775558,0.0015134577,0.0003500727,0.0011109314,0.00010306303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004590064,0.00064550765,0.0054336106,0.0002039553,0.0002279622,0.0000014456078,0.05707762,0.0002063955,0.00062077295,0.68808067,0.0012991378,0.246157],"study_design_scores_gemma":[0.0016072115,0.0001210949,0.06927467,0.0024836864,0.00024356876,0.000005110013,0.0190323,0.027066117,0.0038644052,0.55448216,0.32118407,0.0006355829],"about_ca_topic_score_codex":0.0038440512,"about_ca_topic_score_gemma":0.007630868,"teacher_disagreement_score":0.64662284,"about_ca_system_score_codex":0.0036204255,"about_ca_system_score_gemma":0.0014386934,"threshold_uncertainty_score":0.9998895},"labels":[],"label_agreement":null},{"id":"W7130256859","doi":"","title":"How can embodied live action VR experiences be used as therapeutic interventions in the health and social care space?","year":2022,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Embodied cognition; Action (physics); Empathy; Psychological intervention; Health care; Social justice; Social care; Intervention (counseling)","score_opus":0.4757945252456656,"score_gpt":0.5684729898733908,"score_spread":0.09267846462772517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130256859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9304803,0.00013578404,0.000027360877,0.06242043,0.00009997487,0.00103028,0.00004808244,0.000051498413,0.0057063145],"genre_scores_gemma":[0.9956669,0.00015296959,0.00002896501,0.00014669933,0.00007174289,0.000054008684,0.000020941849,0.000010698224,0.003847076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9855545,0.010780146,0.00014723574,0.0004103783,0.0021713136,0.0009364185],"domain_scores_gemma":[0.99846053,0.0006808893,0.00010753174,0.00020221723,0.00022159137,0.0003272129],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058957064,0.00012564933,0.00022048969,0.0004891969,0.005568764,0.00024390295,0.0007344648,0.00007613019,0.00045939372],"category_scores_gemma":[0.00050615624,0.00012411387,0.0001355194,0.0012735556,0.0012934814,0.00041647058,0.00046170293,0.0010352741,0.0000035650492],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016730973,0.00023448096,0.0049285335,0.00006738336,0.00004835883,0.00020684437,0.9158506,0.0000030519577,0.000023172523,0.072999276,0.0012476,0.0042233844],"study_design_scores_gemma":[0.00037681632,0.00060157117,0.0029765614,0.00001392181,0.000006396586,0.0000011025259,0.9232114,0.000009199224,0.000018080702,0.00040616337,0.07226891,0.00010985507],"about_ca_topic_score_codex":0.035626844,"about_ca_topic_score_gemma":0.018626448,"teacher_disagreement_score":0.07259311,"about_ca_system_score_codex":0.0010662682,"about_ca_system_score_gemma":0.0021014693,"threshold_uncertainty_score":0.99928105},"labels":[],"label_agreement":null},{"id":"W7131378246","doi":"10.3138/9781487565909-001","title":"Foreword: Critical Futures: Community- Engaged Research in a Time of Crisis and Social Transformation","year":2025,"lang":"","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Context (archaeology); Agency (philosophy); Social transformation; Government (linguistics); Transformation (genetics)","score_opus":0.47494714615825334,"score_gpt":0.5324580825561146,"score_spread":0.057510936397861256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131378246","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021071656,0.0012755941,0.00044755032,0.00032411213,0.00012304432,0.001672468,0.00059982244,0.000033779754,0.97445196],"genre_scores_gemma":[0.90712273,0.0012243808,0.00086310797,0.000027453632,0.000106291256,0.0000039373385,0.000014407426,0.000029415936,0.09060829],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9683845,0.028139107,0.00059098826,0.00040284835,0.0017308964,0.0007516478],"domain_scores_gemma":[0.98812354,0.01008544,0.00021158342,0.00042548665,0.0008934891,0.00026049098],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.026908224,0.000306237,0.0009401686,0.00027005866,0.0046751145,0.000048045444,0.0013873597,0.0009036052,0.000506375],"category_scores_gemma":[0.0012187194,0.0004035127,0.0003245238,0.000019142877,0.004922835,0.00048458567,0.0007932405,0.004470106,0.0000022975291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011500178,0.00018600794,0.000012611111,0.001356844,0.00018724556,0.000014270356,0.6366871,5.160004e-7,0.00022078837,0.34294897,0.0004933202,0.01674232],"study_design_scores_gemma":[0.004744165,0.0018094484,0.0012515106,0.0032047164,0.00083645945,0.0000012127792,0.5620194,0.0009023451,0.0013425245,0.02089711,0.401659,0.0013320508],"about_ca_topic_score_codex":0.32902902,"about_ca_topic_score_gemma":0.10786603,"teacher_disagreement_score":0.88605106,"about_ca_system_score_codex":0.0007396519,"about_ca_system_score_gemma":0.0006451842,"threshold_uncertainty_score":0.9998417},"labels":[],"label_agreement":null},{"id":"W7131500256","doi":"","title":"Researching education through visual instruments in a/r/tography: photographic images in doctoral dissertations","year":2018,"lang":"en","type":"article","venue":"Institutional Repository of the University of Granada (University of Granada)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Doctoral studies; Higher education; Visual arts education; Visual literacy","score_opus":0.13678664548170633,"score_gpt":0.44357138161069193,"score_spread":0.3067847361289856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131500256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96280324,0.00004949769,0.00035002545,0.0003945821,0.00025333161,0.0003038635,0.000015511398,0.000009965561,0.03581996],"genre_scores_gemma":[0.99762493,0.000043405795,0.0018912603,0.000009579486,0.00001937666,1.6755278e-7,0.0000034630345,0.0000039343004,0.0004038921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714273,0.0008835433,0.00020847982,0.00025548204,0.0012020953,0.00030766486],"domain_scores_gemma":[0.99879205,0.00018832526,0.00023502059,0.0002350518,0.00041791983,0.00013164483],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009550937,0.00010733381,0.00025012833,0.000577118,0.004247279,0.000010130646,0.0008603776,0.00010328529,0.00004825273],"category_scores_gemma":[0.00024707394,0.0001301174,0.0001709548,0.0016874896,0.012024463,0.0007324326,0.00014848405,0.00025749824,7.984578e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013377212,0.001508347,0.80207413,0.00021464856,0.000185461,0.000076652585,0.049164515,0.00021636646,0.044350266,0.09505237,0.00045627018,0.0053632646],"study_design_scores_gemma":[0.001361538,0.00018087911,0.92738134,0.00055895915,0.00005770434,0.0000025012378,0.05044953,0.0003235542,0.0046119904,0.009024228,0.0057912157,0.00025653577],"about_ca_topic_score_codex":0.26171446,"about_ca_topic_score_gemma":0.21747075,"teacher_disagreement_score":0.12530725,"about_ca_system_score_codex":0.00034894163,"about_ca_system_score_gemma":0.002444523,"threshold_uncertainty_score":0.99704903},"labels":[],"label_agreement":null},{"id":"W7132895000","doi":"","title":"Meri Kahanee Sono (Listen to My Story): A (Step) Mother&apos;s Journey Of Healing and Renewal","year":2010,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Resentment; Feeling; Empowerment; Sense of agency; Agency (philosophy); Loyalty; Spouse; Anger; Psychic","score_opus":0.4757992378378095,"score_gpt":0.6672290993079083,"score_spread":0.19142986147009883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132895000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523505,0.00068640226,0.0001838848,0.0010855459,0.000871464,0.000579052,0.000010128049,0.000055423945,0.044177625],"genre_scores_gemma":[0.72994053,0.000556095,0.025478326,0.0002811698,0.0014904945,0.00021626735,0.0000481095,0.00020780665,0.24178119],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966491,0.0011760882,0.0002743571,0.00038292602,0.0009328123,0.0005847093],"domain_scores_gemma":[0.9980077,0.00052506675,0.00026699077,0.0003195018,0.00028808674,0.0005926257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045415633,0.00021222155,0.00047132903,0.00023838606,0.00040916316,0.00009611845,0.00040068445,0.0004146487,0.00035056061],"category_scores_gemma":[0.0038547209,0.00021849194,0.00009424289,0.00034118808,0.0002184937,0.000097267184,0.00004656824,0.00066149776,0.000026104106],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067604665,0.00016533658,0.0010892788,0.00054141507,0.00017859573,0.000022329346,0.7790172,0.000013596084,0.15771885,0.0059443656,0.007160771,0.04747219],"study_design_scores_gemma":[0.0009040815,0.0006764746,0.0039572287,0.0008257802,0.00018779683,0.0000024800422,0.34530056,0.00016819558,0.026224747,0.0011408778,0.6194454,0.0011664251],"about_ca_topic_score_codex":0.012747535,"about_ca_topic_score_gemma":0.04403644,"teacher_disagreement_score":0.6122846,"about_ca_system_score_codex":0.00013715812,"about_ca_system_score_gemma":0.0009523798,"threshold_uncertainty_score":0.9938267},"labels":[],"label_agreement":null},{"id":"W7132910978","doi":"","title":"Co-creating knowledge through co-operative inquiry:Using participatory writing to promote inclusion and solidarity within research, education and practice","year":2025,"lang":"en","type":"article","venue":"Charles Sturt University Research Output (CRO)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Collaborative writing; Inclusion (mineral); Citizen journalism; Professional writing; Power (physics); Solidarity; Collaborative learning; Presentation (obstetrics); Participatory action research","score_opus":0.6904337959212898,"score_gpt":0.6847736118055413,"score_spread":0.005660184115748534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132910978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8950357,0.0012032315,0.00076044,0.0028687208,0.00014200412,0.0018340127,0.000019671088,0.0000809863,0.09805525],"genre_scores_gemma":[0.9861108,0.0006087652,0.0063722846,0.00014010919,0.0002934449,0.000026912483,0.000004400742,0.000023315039,0.0064199907],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97865,0.016745966,0.00034536418,0.00095374044,0.0018247488,0.0014801892],"domain_scores_gemma":[0.9898269,0.0059375605,0.00011011663,0.00041882388,0.002888056,0.0008185447],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03853208,0.00022795312,0.00038520736,0.0008998055,0.0131719485,0.0006056287,0.00069571997,0.00026195322,0.00004472501],"category_scores_gemma":[0.029755615,0.000252139,0.00004590138,0.002211897,0.0038498542,0.0017391715,0.002806854,0.0015323677,0.000024009565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069856836,0.00077952014,0.008696089,0.00030469857,0.000112724185,0.00005898574,0.8862589,0.000008928525,0.016490342,0.062709,0.0042415145,0.019640757],"study_design_scores_gemma":[0.00089571596,0.00043874036,0.00493001,0.00110746,0.000053338208,0.0000047868443,0.75454575,0.0009855892,0.008211481,0.0038817963,0.2244838,0.00046155637],"about_ca_topic_score_codex":0.006927952,"about_ca_topic_score_gemma":0.002136259,"teacher_disagreement_score":0.22024229,"about_ca_system_score_codex":0.0020430058,"about_ca_system_score_gemma":0.0054036467,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W7132928302","doi":"","title":"Perspectives on a pandemic : an arts-informed, proto-verbatim tale of Hong Kong international students&apos; experiences transitioning to online learning amidst the outbreak of Covid-19","year":2024,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Online learning; Outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","score_opus":0.40427031215232107,"score_gpt":0.6823658223236377,"score_spread":0.2780955101713167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132928302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99060714,0.00015857288,0.0003059482,0.0006532227,0.00032079066,0.001256056,0.000019410047,0.00009014177,0.00658869],"genre_scores_gemma":[0.98882735,0.000111371344,0.00044695727,0.00004958941,0.00021135288,0.0004924649,0.000071899296,0.000026642007,0.009762373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99611604,0.00079234835,0.00040166354,0.00041137144,0.0018994546,0.00037914413],"domain_scores_gemma":[0.9981269,0.00076700846,0.00029015163,0.00019798808,0.00035025156,0.00026767424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030499776,0.00020561359,0.0003337531,0.00031455123,0.0004717343,0.00017288211,0.00083410187,0.00015477405,0.00041764457],"category_scores_gemma":[0.0051352656,0.00016690364,0.00013517457,0.0005570054,0.00043269206,0.00025810793,0.000065395696,0.0005677052,0.000010700668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028335108,0.00018049814,0.0023145245,0.00014186441,0.00008792284,0.0000039600636,0.9906711,0.0004937154,0.0020258029,0.0019125858,0.00005400864,0.0018306876],"study_design_scores_gemma":[0.00019262737,0.00041888596,0.003946015,0.0004174111,0.000031631265,4.292035e-7,0.99015325,0.00030400828,0.00090985553,0.000108909386,0.003348436,0.00016855415],"about_ca_topic_score_codex":0.003940558,"about_ca_topic_score_gemma":0.0128843635,"teacher_disagreement_score":0.0089438055,"about_ca_system_score_codex":0.00060908945,"about_ca_system_score_gemma":0.0013377132,"threshold_uncertainty_score":0.7189777},"labels":[],"label_agreement":null},{"id":"W7132929330","doi":"","title":"&quot;Segur luchando&quot;. The struggle continues: salvadoran political participation in Toronto. A participatory action research project (Ontario)","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Participatory action research; Solidarity; Citizen journalism; Political action; Identity (music); Collective action; Facilitation; Settlement (finance)","score_opus":0.6981769334140461,"score_gpt":0.721299956798261,"score_spread":0.023123023384214902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132929330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9381473,0.001629188,0.000075553406,0.0011407902,0.0017337224,0.005957874,0.000024412844,0.00015447485,0.051136695],"genre_scores_gemma":[0.9536056,0.00028312122,0.00017406356,0.00011882191,0.0011084891,0.0038765576,0.00015927854,0.00015610177,0.040517975],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96209174,0.022046916,0.0019659377,0.0020222664,0.0058268025,0.0060463445],"domain_scores_gemma":[0.9906077,0.004402573,0.0007122196,0.0014334151,0.0014588994,0.0013852073],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.029269641,0.0010255126,0.0014535508,0.00064496574,0.0028559405,0.0009721313,0.0016928089,0.0015000452,0.004037739],"category_scores_gemma":[0.010288228,0.0009057534,0.00041379855,0.0023250084,0.0026201848,0.0013014791,0.00030429667,0.004189786,0.00044420233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0028401173,0.002295981,0.009791055,0.0005609339,0.00028000085,0.000098342,0.9392047,0.000054767865,0.004616138,0.03169872,0.0023648508,0.0061943964],"study_design_scores_gemma":[0.0029437367,0.001463495,0.06565577,0.0011055879,0.0002893661,0.0000025843465,0.868378,0.00078731996,0.005389757,0.003096212,0.04953861,0.0013495754],"about_ca_topic_score_codex":0.858385,"about_ca_topic_score_gemma":0.9682004,"teacher_disagreement_score":0.109815344,"about_ca_system_score_codex":0.017964847,"about_ca_system_score_gemma":0.019216007,"threshold_uncertainty_score":0.9997962},"labels":[],"label_agreement":null},{"id":"W7132976509","doi":"","title":"A Pathway for Student Voice in System Mental Health Planning: A case study exploring the use of YPAR to inform school mental health initiatives","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Participatory action research; Mental health; Thematic analysis; Reflexivity; Focus group; Action research; Qualitative research","score_opus":0.781634505681072,"score_gpt":0.7064020455000783,"score_spread":0.07523246018099361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132976509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773591,0.0012170892,0.00009156466,0.0019265637,0.0019440881,0.017037617,0.00017735205,0.000074277996,0.00017231962],"genre_scores_gemma":[0.99269885,0.00016234642,0.0006009328,0.00018818695,0.00018496244,0.0050470014,0.00004645231,0.00008592216,0.0009853652],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.987474,0.0053398525,0.0019482265,0.0010084433,0.002553157,0.0016762675],"domain_scores_gemma":[0.99493706,0.001960588,0.0010196685,0.00055146747,0.00030888774,0.0012223336],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.015127723,0.00063761295,0.0013693373,0.0008066841,0.0022644408,0.0005338961,0.00076079194,0.00014082016,0.000017415206],"category_scores_gemma":[0.0019573693,0.0005375908,0.00024972737,0.0023348925,0.00019844262,0.0009399367,0.0003857933,0.0010040395,0.00003109299],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00071114645,0.0009276529,0.004283806,0.0018663757,0.00030112558,0.00015358845,0.98819494,0.00017935106,0.000058867012,0.0004999011,0.0003975012,0.002425744],"study_design_scores_gemma":[0.0010964297,0.0043143476,0.008357719,0.00341312,0.000035370475,0.0000135662585,0.9750444,0.00074786163,0.00013024302,0.0000030289705,0.0064512887,0.00039257598],"about_ca_topic_score_codex":0.039404895,"about_ca_topic_score_gemma":0.044649035,"teacher_disagreement_score":0.015339702,"about_ca_system_score_codex":0.0042859646,"about_ca_system_score_gemma":0.006180141,"threshold_uncertainty_score":0.9997076},"labels":[],"label_agreement":null},{"id":"W7134969518","doi":"10.7202/1123907ar","title":"Engagement de personnes utilisatrices de drogues dans une recherche participative","year":2025,"lang":"fr","type":"article","venue":"Drogues santé et société","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Bricolage; Plank","score_opus":0.7389212204832026,"score_gpt":0.6842937127892292,"score_spread":0.0546275076939734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134969518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57976717,0.0162468,0.017149314,0.015800755,0.0016666134,0.0010742487,0.000099866935,0.0003683167,0.3678269],"genre_scores_gemma":[0.9433093,0.007534872,0.02000721,0.00198158,0.00079303153,0.00051231985,0.000018103103,0.00006317394,0.025780423],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96061695,0.034201507,0.00075237034,0.000884272,0.0010538545,0.0024910374],"domain_scores_gemma":[0.98504823,0.013062422,0.00029011245,0.00055502565,0.0003418951,0.0007022899],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.032554585,0.0005354186,0.00076281454,0.00023396089,0.0014502364,0.0003492673,0.0010985313,0.00082263,0.0011909357],"category_scores_gemma":[0.0160451,0.00057673786,0.0004622869,0.0029974857,0.0035567742,0.0007188733,0.00042601812,0.0018549174,0.00026563345],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011305484,0.00094036583,0.015011193,0.00033685585,0.0006373949,0.00007222541,0.6120427,0.00007943027,0.0036934782,0.1559263,0.0066756653,0.20447129],"study_design_scores_gemma":[0.00081946584,0.00029942556,0.012568822,0.0004503811,0.0005352756,0.0000018736629,0.74326587,0.0055250586,0.014102849,0.09562938,0.12613235,0.0006692451],"about_ca_topic_score_codex":0.008005027,"about_ca_topic_score_gemma":0.005073468,"teacher_disagreement_score":0.3635421,"about_ca_system_score_codex":0.0036687967,"about_ca_system_score_gemma":0.0035930895,"threshold_uncertainty_score":0.99984974},"labels":[],"label_agreement":null},{"id":"W7138064290","doi":"10.7202/1123567ar","title":"Researcher’s Autobiographical Narrative as a Tool Used in Reflective Research: Performative Autoethnography as Cognitive and Interpretive Challenge","year":2025,"lang":"en","type":"article","venue":"Narrative Works","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Performative utterance; Narrative; Autoethnography; Interpretation (philosophy); Context (archaeology); Narrative inquiry; Cognition; Reflection (computer programming); Narrative network; Experiential learning","score_opus":0.4822884283461973,"score_gpt":0.6454409590388945,"score_spread":0.16315253069269725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138064290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85220385,0.001219009,0.0004577555,0.0067318683,0.0001686448,0.0028802103,0.000019333294,0.00014305222,0.13617627],"genre_scores_gemma":[0.99548334,0.0007741646,0.00037113496,0.00024963904,0.000089172565,0.0016243714,0.0000073004594,0.00003419602,0.0013666968],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96636444,0.027629644,0.00069746707,0.0012523417,0.0021127418,0.0019433455],"domain_scores_gemma":[0.9805287,0.016160466,0.00017100338,0.00038063948,0.0021611908,0.0005980067],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.024361279,0.00046124845,0.0007832425,0.0030300207,0.003205986,0.00046142368,0.00074633426,0.0007774842,0.0006416641],"category_scores_gemma":[0.03705274,0.00044517274,0.00021880507,0.008666497,0.009067096,0.0013596345,0.0006288572,0.0053712414,0.00006128736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019230744,0.0005503718,0.0039007918,0.00003202633,0.00028958922,0.00007850214,0.9105461,0.0000018386393,0.00027301052,0.07118056,0.00047206148,0.010752063],"study_design_scores_gemma":[0.001491654,0.0015256273,0.012939377,0.002134884,0.000020123032,8.710828e-7,0.92022926,0.000305675,0.001064797,0.05851672,0.0013227285,0.00044831098],"about_ca_topic_score_codex":0.0038309558,"about_ca_topic_score_gemma":0.00991176,"teacher_disagreement_score":0.14327946,"about_ca_system_score_codex":0.0011887779,"about_ca_system_score_gemma":0.0030098222,"threshold_uncertainty_score":0.9998},"labels":[],"label_agreement":null},{"id":"W7139653053","doi":"","title":"Place(less)ness","year":2018,"lang":"en","type":"article","venue":"LaCRIS (University of Lapland)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Irish; Context (archaeology); Narrative; Identity (music); Quarter (Canadian coin); Newspaper; Sense of place","score_opus":0.4105968828011076,"score_gpt":0.5238574187469447,"score_spread":0.11326053594583707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139653053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88858867,0.000023467965,0.0017759098,0.0007620049,0.0001485484,0.000096056465,0.000013059675,0.00005469219,0.10853757],"genre_scores_gemma":[0.9898124,0.000027400827,0.0019200802,0.00003793052,0.00012294586,1.4085292e-7,0.0000014482362,0.0000044251187,0.008073266],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850655,0.0005537664,0.000059006892,0.00015812609,0.0004006386,0.0003219448],"domain_scores_gemma":[0.9991858,0.00022268435,0.00005555471,0.00016366829,0.00017424322,0.0001980478],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013756613,0.00005673977,0.00014213065,0.000086978194,0.00059133675,0.000015822467,0.00039633323,0.00008320566,0.001379734],"category_scores_gemma":[0.00026681405,0.00006722832,0.00004884098,0.00033498494,0.0010094411,0.00022862642,0.00009792426,0.00009435789,0.00022614184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015744297,0.00060751574,0.20984983,0.00015515379,0.0002266651,0.00026503307,0.33899182,0.000008228017,0.006111875,0.28758729,0.092454515,0.06216764],"study_design_scores_gemma":[0.0010953922,0.00027078847,0.050364334,0.000040471015,0.00004488881,0.000001130034,0.07988252,0.00040670228,0.00083853025,0.002899441,0.86385906,0.0002967383],"about_ca_topic_score_codex":0.0068334104,"about_ca_topic_score_gemma":0.017897287,"teacher_disagreement_score":0.77140456,"about_ca_system_score_codex":0.000060688148,"about_ca_system_score_gemma":0.0001937677,"threshold_uncertainty_score":0.9997802},"labels":[],"label_agreement":null},{"id":"W7145443641","doi":"","title":"Leslie Rowan","year":2025,"lang":"","type":"article","venue":"UND Scholarly Commons (University of North Dakota)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rowan; Portrait; Constitution; Biography","score_opus":0.3411429301805909,"score_gpt":0.5054931784366158,"score_spread":0.1643502482560249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7145443641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80475897,0.0020236964,0.0059969146,0.005662283,0.00061795564,0.0006389442,0.00015323817,0.00010111162,0.18004686],"genre_scores_gemma":[0.97605145,0.00069392385,0.0027149417,0.0001909182,0.000062354404,7.9022345e-7,0.000012803108,0.000018521994,0.020254325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919254,0.0041657854,0.00044475435,0.0007854452,0.0014876812,0.0011908865],"domain_scores_gemma":[0.99530905,0.0013265834,0.00036102737,0.0011666453,0.0010070296,0.000829675],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004563686,0.00035973103,0.0007877504,0.0009720436,0.0036557019,0.0005230549,0.003043133,0.00039425414,0.0013876826],"category_scores_gemma":[0.0021640966,0.00050757214,0.0004616893,0.004321932,0.0031751376,0.0036629408,0.0014040909,0.0016841872,0.00037943787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045371059,0.0012551101,0.7251578,0.00022503521,0.0010748116,0.00018838616,0.0113872355,0.000049549453,0.0002930663,0.078562655,0.015947212,0.16540545],"study_design_scores_gemma":[0.0008967507,0.00019109057,0.53531504,0.00016194308,0.00033394113,3.0454632e-7,0.005603566,0.00033293632,0.00004369085,0.0015855569,0.4551864,0.00034877696],"about_ca_topic_score_codex":0.0051968135,"about_ca_topic_score_gemma":0.04140099,"teacher_disagreement_score":0.43923917,"about_ca_system_score_codex":0.00063104444,"about_ca_system_score_gemma":0.0027018408,"threshold_uncertainty_score":0.99973756},"labels":[],"label_agreement":null},{"id":"W7146028294","doi":"","title":"ヘルスプロモーションにおける参加型研究","year":2000,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Participatory GIS; Citizen journalism; Promotion (chess); Process (computing); Action (physics); Feeling","score_opus":0.35666679564112147,"score_gpt":0.5534759665089748,"score_spread":0.19680917086785332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7146028294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56180114,0.004050071,0.0007384648,0.002433343,0.009498645,0.0012534284,0.0020062851,0.00049760425,0.417721],"genre_scores_gemma":[0.949583,0.0018492965,0.0048383013,0.0005627172,0.0075577945,0.00019359686,0.00036320972,0.00006384579,0.034988258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99031746,0.002159594,0.0010710388,0.001257332,0.003508079,0.0016864915],"domain_scores_gemma":[0.9954604,0.0010904034,0.00023152055,0.0012846917,0.00059651915,0.0013364506],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0041447496,0.0005783576,0.00062570913,0.00021550845,0.0041346326,0.00081753073,0.0013556258,0.00041783848,0.009896756],"category_scores_gemma":[0.004243645,0.0006019373,0.00031749374,0.0016802353,0.0044219205,0.0028230406,0.00036396986,0.0009982848,0.004658833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024474114,0.0047839372,0.016372116,0.00083030754,0.001456253,0.00517561,0.03639653,0.0012267058,0.023626974,0.6973155,0.12081309,0.089555584],"study_design_scores_gemma":[0.0007033992,0.00017210434,0.0036692298,0.00038188614,0.000117015436,0.00006323856,0.001037663,0.00046425097,0.0034878987,0.00056394766,0.98859906,0.0007403225],"about_ca_topic_score_codex":0.006390017,"about_ca_topic_score_gemma":0.0006197188,"teacher_disagreement_score":0.867786,"about_ca_system_score_codex":0.0011229924,"about_ca_system_score_gemma":0.0038920795,"threshold_uncertainty_score":0.9996432},"labels":[],"label_agreement":null},{"id":"W7155486917","doi":"10.59236/ijea6n5","title":"Flyboy","year":2005,"lang":"","type":"article","venue":"International journal of education and the arts","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Presentation (obstetrics); Qualitative research; Creativity; Mental health; Affect (linguistics); Research methodology","score_opus":0.43578097249848335,"score_gpt":0.6710442801259244,"score_spread":0.23526330762744108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155486917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64179206,0.007749072,0.0011878879,0.25375587,0.012699001,0.00026788077,0.0000035867529,0.000007025622,0.08253763],"genre_scores_gemma":[0.98505807,0.0022967907,0.001076382,0.0021687003,0.004772524,0.0000044320163,2.8761642e-7,0.000006206453,0.004616624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711454,0.000993856,0.0005404471,0.00009996181,0.001060722,0.00019048741],"domain_scores_gemma":[0.99701524,0.0008519424,0.00052473455,0.00010071991,0.0012525803,0.0002547666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0062583536,0.00008935484,0.00017031029,0.00018799011,0.00025070622,0.0003129456,0.0006542364,0.000050035007,0.0010443182],"category_scores_gemma":[0.0032685434,0.00006069373,0.00013186812,0.00014308895,0.00072588545,0.0006255168,0.00007984668,0.00028596984,0.000074743875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050351454,0.00070022093,0.00096897286,0.0000041771964,0.00027739766,0.0000037980194,0.066017,0.000028870745,0.00015636144,0.29583994,0.0151026985,0.62039703],"study_design_scores_gemma":[0.0014867339,0.00006414156,0.0041244547,0.0001180281,0.00005396976,0.00007530386,0.014605048,0.0004905102,0.0003825476,0.025683887,0.9528135,0.00010184125],"about_ca_topic_score_codex":0.000078381054,"about_ca_topic_score_gemma":0.00006728602,"teacher_disagreement_score":0.9377108,"about_ca_system_score_codex":0.00019022747,"about_ca_system_score_gemma":0.0013412104,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W7159908067","doi":"","title":"Letting Go","year":2024,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Photography; Period (music); Ethnography; Childhood memory","score_opus":0.7319200971572873,"score_gpt":0.7300284219035298,"score_spread":0.001891675253757552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7159908067","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21690464,0.00030079606,0.0000030034605,0.00018105686,0.00084788306,0.0004020096,0.0000072806947,0.0000032491016,0.7813501],"genre_scores_gemma":[0.059532296,0.000045005934,0.005845696,0.00002727546,0.0006475561,0.00010363791,0.00009902495,0.00004158208,0.93365794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781203,0.0006707699,0.00018945009,0.0003521832,0.0005822722,0.00039331446],"domain_scores_gemma":[0.99920154,0.00029485146,0.000072931085,0.00016597194,0.00008798672,0.00017670733],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004673003,0.00010985321,0.00019239806,0.000088744426,0.00035516446,0.000928024,0.0008183822,0.00021087841,0.010331561],"category_scores_gemma":[0.002183692,0.00010955003,0.000063341395,0.0003241712,0.00008019499,0.00020978214,0.00010170526,0.00039587994,0.008488847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030865554,0.00003327459,0.00005112841,0.000045795718,0.000052304174,0.000066668195,0.09655751,4.7035974e-7,0.0016780111,0.0018691599,0.009762847,0.889852],"study_design_scores_gemma":[0.000040095703,0.000015461963,0.00012301303,0.00018943018,0.000030758085,8.019134e-8,0.018193606,0.00001723852,0.0028444985,0.00083724485,0.9775586,0.00014995002],"about_ca_topic_score_codex":0.001120317,"about_ca_topic_score_gemma":0.011861671,"teacher_disagreement_score":0.9677958,"about_ca_system_score_codex":0.0001426053,"about_ca_system_score_gemma":0.0013251799,"threshold_uncertainty_score":0.99228317},"labels":[],"label_agreement":null},{"id":"W7161820057","doi":"10.82308/30284","title":"Visualizing the margins: the experiences of queer people of colour","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Identity (music); Intersectionality; Politics; Reflexivity; Visual media; Order (exchange); Frame (networking); Sexual identity","score_opus":0.3914833649027382,"score_gpt":0.6419406072438918,"score_spread":0.2504572423411536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161820057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.899211,0.00057855906,0.000046886198,0.00028035577,0.00035201732,0.00050544424,0.0000015907173,0.000017829789,0.09900634],"genre_scores_gemma":[0.98492,0.00021454011,0.00019059175,0.0000620671,0.0000910044,0.00013737229,0.0000042913794,0.000009905057,0.014370224],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958628,0.0019453437,0.00038836774,0.00018282513,0.0012695247,0.00035113827],"domain_scores_gemma":[0.9974647,0.0015048266,0.0003355811,0.00027605335,0.0003459466,0.00007290368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005416931,0.00012563838,0.00031125217,0.00007319888,0.00047805824,0.0000537483,0.0009179739,0.00016468194,0.0007636559],"category_scores_gemma":[0.003195361,0.00006621715,0.0001415365,0.00063690805,0.00048990705,0.000107744236,0.000029338074,0.00022496573,0.00000751043],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050397117,0.000064702785,0.0003973281,0.000041644707,0.00003302042,4.7224034e-7,0.9483827,0.0000020335294,0.0010218692,0.043962125,0.0016092635,0.004434454],"study_design_scores_gemma":[0.000056749122,0.000085469044,0.016200036,0.000059231883,0.000024845462,5.517789e-8,0.96274704,0.000043011078,0.011518974,0.0011744805,0.0079905195,0.00009959145],"about_ca_topic_score_codex":0.008026698,"about_ca_topic_score_gemma":0.0397661,"teacher_disagreement_score":0.08570903,"about_ca_system_score_codex":0.000046791334,"about_ca_system_score_gemma":0.00084495195,"threshold_uncertainty_score":0.99857897},"labels":[],"label_agreement":null},{"id":"W7161834808","doi":"10.82308/8976","title":"Representations for the blind of depth information in photographs","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Plan (archaeology); Painting","score_opus":0.5478683432959609,"score_gpt":0.6775849381800689,"score_spread":0.12971659488410803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161834808","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106775716,0.00022310596,0.00863959,0.00040087206,0.0010055589,0.0050523663,0.000056767778,0.000051625022,0.8777944],"genre_scores_gemma":[0.95289946,0.0006120942,0.0044038948,0.00011552661,0.00008197486,0.0024246979,0.000429366,0.000011448101,0.039021537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985984,0.00033981958,0.00034859616,0.000092468625,0.0004194898,0.00020123443],"domain_scores_gemma":[0.9969815,0.002307196,0.00015156662,0.00016321837,0.0003577355,0.000038807022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273489,0.00006581858,0.00013900045,0.0003764471,0.00022493655,0.000056182223,0.00029471054,0.00014335189,0.000115281226],"category_scores_gemma":[0.00620725,0.000050754927,0.00009714027,0.0008769777,0.00008549664,0.0002717266,0.000011659158,0.00014272623,0.0000031695242],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001485224,0.00022993093,0.009047979,0.000997859,0.00029424686,5.2388157e-7,0.29548326,0.00049670634,0.0005581476,0.35588846,0.01195076,0.3235669],"study_design_scores_gemma":[0.002772364,0.00015914287,0.0929174,0.0004551745,0.00024733625,4.3015955e-8,0.6540531,0.0075956136,0.018292403,0.027587991,0.19535507,0.00056438206],"about_ca_topic_score_codex":0.010796477,"about_ca_topic_score_gemma":0.11520797,"teacher_disagreement_score":0.84612375,"about_ca_system_score_codex":0.000063119405,"about_ca_system_score_gemma":0.0011737659,"threshold_uncertainty_score":0.9957907},"labels":[],"label_agreement":null},{"id":"W7161968226","doi":"10.82308/7213","title":"Knowing my place: learning through memory and photography","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publics; The arts; Photography; Painting","score_opus":0.3554234850406115,"score_gpt":0.6189583937634422,"score_spread":0.2635349087228307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161968226","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3191843,0.0012647957,0.000080524616,0.00006579494,0.0002509743,0.00033893556,7.0033826e-7,0.00016032955,0.67865366],"genre_scores_gemma":[0.54409814,0.003330637,0.009525917,0.00037216838,0.00083772524,0.00016547089,0.000106878266,0.000097841024,0.4414652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655265,0.0014262769,0.00022764591,0.00039736493,0.0008115538,0.0005844892],"domain_scores_gemma":[0.9987819,0.0006239247,0.00011017166,0.0001287079,0.00013269502,0.00022257362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030233315,0.0001932746,0.00030213827,0.00017534217,0.00094960444,0.00019814882,0.00023010415,0.00034941902,0.0005606492],"category_scores_gemma":[0.0020827625,0.00019198611,0.000112240596,0.0005029711,0.00020233878,0.00032443934,0.000020687572,0.00068960665,0.000037365367],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003357864,0.000224705,0.002705765,0.00036776756,0.0002543754,0.00006406005,0.41575375,0.00003033635,0.006285446,0.023691138,0.0069366484,0.5433502],"study_design_scores_gemma":[0.0007479353,0.0003624821,0.013036027,0.0004811,0.00015050906,7.921367e-7,0.3745087,0.00022069919,0.0077893096,0.008502645,0.5929011,0.0012986677],"about_ca_topic_score_codex":0.0039385357,"about_ca_topic_score_gemma":0.006414104,"teacher_disagreement_score":0.5859645,"about_ca_system_score_codex":0.00007052792,"about_ca_system_score_gemma":0.00043670827,"threshold_uncertainty_score":0.7828966},"labels":[],"label_agreement":null},{"id":"W7162003717","doi":"10.82308/11771","title":"The experiences of children with a mental health disorder: a photovoice approach to understanding what matters","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Occupational training; Child care","score_opus":0.3421343367399408,"score_gpt":0.5683998616859082,"score_spread":0.22626552494596736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162003717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9102966,0.0019700066,0.0088549005,0.010306944,0.001075337,0.005741646,0.000019016492,0.000131677,0.06160383],"genre_scores_gemma":[0.9786025,0.002356331,0.0022657323,0.000735318,0.00012428865,0.0011490503,0.000056695328,0.00006265067,0.014647422],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965663,0.0009601119,0.00027909884,0.0003534348,0.0012017707,0.00063926185],"domain_scores_gemma":[0.9988651,0.00034062748,0.00022121682,0.00022051213,0.000049496855,0.00030301156],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025981346,0.00017542885,0.00028050807,0.00011197019,0.0014820667,0.00031121518,0.00057484733,0.00008225534,0.000077177945],"category_scores_gemma":[0.00015567054,0.000095042255,0.0000638981,0.00041544254,0.0004795177,0.0003882142,0.000034094563,0.00013602225,0.00000737453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002688355,0.00011397382,0.00067975384,0.00004325331,0.000115247094,1.2129439e-7,0.97153735,6.1914585e-7,0.000075736745,0.015079849,0.0020048453,0.0100804055],"study_design_scores_gemma":[0.00017855072,0.00016532507,0.00039356557,0.00022286907,0.0000060373413,2.1700835e-7,0.9954419,0.0000050535373,0.0003947939,0.00021405835,0.0028132582,0.00016435239],"about_ca_topic_score_codex":0.003525296,"about_ca_topic_score_gemma":0.012665955,"teacher_disagreement_score":0.068305865,"about_ca_system_score_codex":0.00044575447,"about_ca_system_score_gemma":0.0008802726,"threshold_uncertainty_score":0.99981785},"labels":[],"label_agreement":null},{"id":"W7162008061","doi":"10.82308/24984","title":"Resettlement Experience in Québec: Arts-Based Approaches to Work with Refugee Girls","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Work (physics); Displaced person","score_opus":0.8394212837596808,"score_gpt":0.6615059764513894,"score_spread":0.17791530730829141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162008061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951316,0.0000587427,0.00023709574,0.0019636888,0.00025335772,0.0013974439,0.000004645245,0.00018751808,0.044581532],"genre_scores_gemma":[0.86339295,0.000010732644,0.008633375,0.0002568989,0.0001945802,0.004132216,0.000085492786,0.00009532124,0.12319843],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955296,0.0009295106,0.00037301445,0.0006473287,0.0016479867,0.00087259006],"domain_scores_gemma":[0.9981998,0.00076314446,0.00010166013,0.00040699856,0.00010454154,0.00042383675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004087304,0.00023268024,0.00034554186,0.00042087815,0.00031742535,0.00015797064,0.0006215741,0.00020863986,0.0005447342],"category_scores_gemma":[0.0026666287,0.0001977059,0.000058789807,0.0021071357,0.00019899102,0.00012159977,0.000039621544,0.00037232187,0.00028010205],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038693552,0.0010165226,0.17044261,0.00051592,0.00014363033,0.00027613665,0.66178054,0.0012144914,0.0005106676,0.032951947,0.019027438,0.108250715],"study_design_scores_gemma":[0.0012421971,0.0007588417,0.29013684,0.0018458,0.00004933576,9.9035525e-8,0.32737175,0.00018941381,0.011443791,0.0007043002,0.36404675,0.0022109167],"about_ca_topic_score_codex":0.044204004,"about_ca_topic_score_gemma":0.74373585,"teacher_disagreement_score":0.69953185,"about_ca_system_score_codex":0.0006847757,"about_ca_system_score_gemma":0.0027709908,"threshold_uncertainty_score":0.9621607},"labels":[],"label_agreement":null},{"id":"W7162010972","doi":"10.82308/18157","title":"Behind the scenes: exploring participatory drama-based research with youth","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Positive Youth Development; Youth studies; Set (abstract data type); Process (computing); Community-based participatory research; Citizen journalism; Photovoice","score_opus":0.9585941221528937,"score_gpt":0.7016315287713795,"score_spread":0.2569625933815143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162010972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79552156,0.00037457183,0.00024095473,0.002137806,0.0006615529,0.0018869616,0.000015859154,0.00031066735,0.19885008],"genre_scores_gemma":[0.9867273,0.00006708678,0.0005566529,0.00016991637,0.00064205326,0.0012085877,0.00006406916,0.00008334054,0.010480976],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98739725,0.0062130843,0.00037702377,0.00068281265,0.0038941274,0.0014357187],"domain_scores_gemma":[0.9953648,0.0023732171,0.00013142718,0.00057614106,0.00081735,0.0007370898],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013491473,0.00028219156,0.00037976616,0.00025130727,0.0023036038,0.00051658426,0.0011953348,0.0002715294,0.00083170866],"category_scores_gemma":[0.005867478,0.00018547609,0.00012344994,0.0011446256,0.0010544638,0.00031980508,0.00006530889,0.0016253114,0.0002442989],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015667655,0.0003719158,0.00661655,0.00035547017,0.00024482879,0.00012463117,0.939149,0.000076795775,0.0006181147,0.02772035,0.0028016071,0.020353977],"study_design_scores_gemma":[0.0006304388,0.00057309464,0.0039382977,0.00053666503,0.00015946105,8.398961e-8,0.87746125,0.00053423096,0.017294215,0.0007388377,0.097376496,0.0007569472],"about_ca_topic_score_codex":0.004051543,"about_ca_topic_score_gemma":0.020429231,"teacher_disagreement_score":0.19120577,"about_ca_system_score_codex":0.00033494786,"about_ca_system_score_gemma":0.0048653944,"threshold_uncertainty_score":0.99899524},"labels":[],"label_agreement":null},{"id":"W7162556097","doi":"10.5749/9781452941172-006","title":"Participant- Driven Action Research (Pdar) With Sex Workers In Vancouver","year":2010,"lang":"","type":"book-chapter","venue":"University of Minnesota Press eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sex workers; Action (physics); Action research; Sex work; Qualitative research","score_opus":0.6952674892088447,"score_gpt":0.5378244028236264,"score_spread":0.1574430863852183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162556097","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24677958,0.0001040398,0.00032073547,0.00015738643,0.0006119899,0.0024931577,0.00007656794,0.00007619477,0.74938035],"genre_scores_gemma":[0.48927435,0.00033143762,0.002347414,0.000009448568,0.00020858388,0.000007533086,0.000004383048,0.0000847151,0.50773215],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98987454,0.003084398,0.00062694284,0.0013318073,0.0031778319,0.0019044683],"domain_scores_gemma":[0.99413705,0.0020851858,0.00061864615,0.0011053914,0.0011134353,0.00094029936],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.007533939,0.0005883444,0.0011533623,0.00096069445,0.0017128575,0.00012210637,0.0018322137,0.0014034825,0.0011304426],"category_scores_gemma":[0.00044398193,0.00067026773,0.00027268776,0.00018123456,0.011364833,0.0004881853,0.00091740955,0.0037439803,0.00005186161],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019900922,0.0022080962,0.031371992,0.0022053197,0.003346458,0.005865197,0.62580967,0.0006935511,0.02070221,0.17294167,0.009914796,0.10504012],"study_design_scores_gemma":[0.002294412,0.0008254256,0.001051408,0.0012191304,0.00031962598,0.0000024874441,0.05084497,0.00032567763,0.0029236902,0.0011584988,0.9380229,0.0010117841],"about_ca_topic_score_codex":0.03364888,"about_ca_topic_score_gemma":0.2475084,"teacher_disagreement_score":0.9281081,"about_ca_system_score_codex":0.00058665284,"about_ca_system_score_gemma":0.002415598,"threshold_uncertainty_score":0.9998929},"labels":[],"label_agreement":null},{"id":"W753531150","doi":"10.7728/0303201203","title":"Is Participatory Research Compatible with Graduate Research? Reflections From Three Stakeholders","year":2012,"lang":"en","type":"article","venue":"Global Journal of Community Psychology Practice","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Participatory action research; Citizen journalism; Sociology; Engineering ethics; Computer science; Engineering; World Wide Web; Anthropology","score_opus":0.983889834561635,"score_gpt":0.7938746496474158,"score_spread":0.1900151849142192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W753531150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8628628,0.0009388898,0.0023546764,0.023072155,0.0006557915,0.00033051262,0.000023946988,0.000037189573,0.109724],"genre_scores_gemma":[0.9874812,0.0004359984,0.009807374,0.0016090624,0.00055593206,0.00002311593,0.0000016851367,0.00002183174,0.00006383805],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9122731,0.08133261,0.00067382,0.00018379754,0.003657082,0.0018795877],"domain_scores_gemma":[0.97651726,0.015762387,0.0005321625,0.0010823676,0.0048422753,0.0012635466],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.11116267,0.00018811322,0.00043365313,0.00044859303,0.0042380616,0.00024009682,0.0018342774,0.00027109528,0.000354871],"category_scores_gemma":[0.02564776,0.0001671736,0.00011430846,0.0028665378,0.0043049753,0.002497599,0.00032483143,0.007025219,0.00027148725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009748891,0.012955434,0.33573836,0.000041276893,0.0020870867,0.00027579578,0.2941452,0.000033707725,0.0021210515,0.04388542,0.26288742,0.036080364],"study_design_scores_gemma":[0.0014800681,0.0018899784,0.20784289,0.000099972734,0.00013790278,0.000124021,0.13701443,0.0000049362716,0.00019576873,0.033566866,0.6173863,0.00025690437],"about_ca_topic_score_codex":0.015679082,"about_ca_topic_score_gemma":0.010752535,"teacher_disagreement_score":0.35449883,"about_ca_system_score_codex":0.0008622571,"about_ca_system_score_gemma":0.0014106403,"threshold_uncertainty_score":0.99840474},"labels":[],"label_agreement":null},{"id":"W76323006","doi":"10.46743/2160-3715/2013.1545","title":"Picturing Leisure: Using Photovoice to Understand the Experience of Leisure and Dementia","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Regina","funders":"","keywords":"Photovoice; Dementia; Psychology; Forgetting; Context (archaeology); Qualitative research; Meaning (existential); Photo elicitation; Participant observation; Psychotherapist; Sociology; Medicine; Cognitive psychology; Disease; Social science; Visual arts","score_opus":0.8698521564532041,"score_gpt":0.7308953601306166,"score_spread":0.1389567963225875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W76323006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98370886,0.00030866807,0.010658135,0.00076109497,0.000106633976,0.00041324162,0.000002192544,0.000016710203,0.0040244763],"genre_scores_gemma":[0.9974601,0.000007721869,0.0020567086,0.00003310954,0.00005582761,0.00001881564,1.9676796e-7,0.000008427934,0.00035905448],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99441826,0.003777963,0.00032609588,0.00020901885,0.0009391159,0.00032953537],"domain_scores_gemma":[0.99744,0.0015366463,0.00020538052,0.00029141098,0.00031081864,0.00021575677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019865612,0.0000918998,0.00019186136,0.000036992195,0.0005170527,0.000059705082,0.0002763093,0.000037426355,0.000019282303],"category_scores_gemma":[0.0057907715,0.00005528095,0.00003622547,0.00039380218,0.0012390782,0.00017392157,0.0001374522,0.00012891466,0.0000026195057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046602985,0.000018318544,0.00792039,0.000008685939,0.000051399144,0.000016228101,0.97881156,0.000038481823,0.004270734,0.008487986,0.00009337723,0.00023623642],"study_design_scores_gemma":[0.00014236923,0.0000814192,0.003711805,0.000032068583,0.00003355912,0.000009933267,0.97150826,0.00007924471,0.009116609,0.008843208,0.006321303,0.000120195495],"about_ca_topic_score_codex":0.0045475704,"about_ca_topic_score_gemma":0.0005703453,"teacher_disagreement_score":0.014074839,"about_ca_system_score_codex":0.00012087735,"about_ca_system_score_gemma":0.0004596178,"threshold_uncertainty_score":0.69325125},"labels":[],"label_agreement":null},{"id":"W772287497","doi":"10.46743/2160-3715/2014.1276","title":"Collaboration in Action: A Book Review of Alice McIntyre's Participatory Action Research","year":2014,"lang":"en","type":"review","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Participatory action research; Alice (programming language); Action (physics); Perspective (graphical); Sociology; Action research; Citizen journalism; Pedagogy; Computer science; Visual arts; Art; World Wide Web","score_opus":0.9531280523339926,"score_gpt":0.8456630094623567,"score_spread":0.10746504287163583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W772287497","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014358301,0.9824667,0.00010787005,0.0012252765,0.00031157766,0.0028705294,0.000012218935,0.00003582645,0.012955674],"genre_scores_gemma":[0.000018175233,0.9901531,0.00012203031,0.00018243553,0.00036062585,0.0017643176,0.00002295312,0.00003876259,0.0073376005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.8805345,0.11255776,0.0023135094,0.00065974385,0.0030851283,0.00084930635],"domain_scores_gemma":[0.98149115,0.013624933,0.0017576253,0.0009926566,0.0018836533,0.00024997344],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17181812,0.00028562456,0.0018802148,0.00041259042,0.00052269443,0.00006596456,0.0006255592,0.00032582186,0.00047246477],"category_scores_gemma":[0.054066833,0.0002069953,0.0003378246,0.003433133,0.0017076437,0.00041325303,0.00013352909,0.0012021697,0.000109007015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007002348,0.00031117533,0.0000053105555,0.1681022,0.00032654696,0.00010776462,0.106395684,7.588463e-7,0.0000086262635,0.033062246,0.085878104,0.60573155],"study_design_scores_gemma":[0.000054885903,0.00010034623,0.0000026608227,0.038930964,0.00015055355,0.0000068551967,0.013733224,0.0000015735208,0.000011050021,0.00068908016,0.94613546,0.00018333817],"about_ca_topic_score_codex":0.001686008,"about_ca_topic_score_gemma":0.0011897946,"teacher_disagreement_score":0.8602574,"about_ca_system_score_codex":0.001371022,"about_ca_system_score_gemma":0.00591541,"threshold_uncertainty_score":0.99972016},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W80415956","doi":"10.1007/978-90-481-3945-3_11","title":"The Road to Inclusion: Citizenship and Participatory Action Research as a Means of Redressing “Otherness” Among Homeless Youth","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Citizenship; Inclusion (mineral); Citizen journalism; Participatory action research; Action (physics); Political science; Gender studies; Sociology; Law; Anthropology; Politics; Physics","score_opus":0.8102429675185714,"score_gpt":0.642960240836634,"score_spread":0.16728272668193744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W80415956","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29010928,0.0016823048,0.00009789892,0.00061074586,0.00027187,0.0010284903,0.000015171041,0.00007314462,0.7061111],"genre_scores_gemma":[0.822281,0.0005864098,0.00010536329,0.000040602037,0.0005158686,0.000067901514,0.0000014458811,0.00006164561,0.17633978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99145144,0.0033872975,0.00051749084,0.000489394,0.0029762858,0.001178064],"domain_scores_gemma":[0.99524,0.0023588822,0.00022800373,0.0005897117,0.0007058842,0.00087754487],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.028838834,0.00025853346,0.0004970766,0.00033508491,0.003474215,0.00022183181,0.00071651663,0.00049306906,0.00059075514],"category_scores_gemma":[0.003794789,0.00019367674,0.00011022589,0.0002510469,0.0032327278,0.00019588476,0.0014866437,0.0009329173,0.00007925927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046515992,0.00006599365,0.0025760038,0.000157441,0.00020708301,0.000019848587,0.24389839,0.0000023192645,0.0012195392,0.40719754,0.00086439576,0.34332627],"study_design_scores_gemma":[0.0016062022,0.001216113,0.019916281,0.0039112726,0.0004994765,0.0000042917527,0.22578746,0.00017982855,0.0099169845,0.44763207,0.28651375,0.0028162666],"about_ca_topic_score_codex":0.0029182185,"about_ca_topic_score_gemma":0.0068623372,"teacher_disagreement_score":0.5321717,"about_ca_system_score_codex":0.00042036964,"about_ca_system_score_gemma":0.00078615226,"threshold_uncertainty_score":0.9995022},"labels":[],"label_agreement":null},{"id":"W851315570","doi":"10.46743/2160-3715/2012.1713","title":"Kitchen Stories: A Review","year":2015,"lang":"en","type":"review","venue":"The Qualitative Report","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Variety (cybernetics); Meaning (existential); Sociology; Aesthetics; Psychology; Pedagogy; Art; Computer science","score_opus":0.9600830178419971,"score_gpt":0.8436755197887797,"score_spread":0.11640749805321737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W851315570","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.8622877e-7,0.9215671,0.00011179436,0.0006770008,0.00038286456,0.002144744,0.000025057101,0.00009368736,0.07499761],"genre_scores_gemma":[1.5086928e-7,0.9698047,0.0004522344,0.00013187426,0.0005177874,0.0009451392,0.000028700608,0.00004977618,0.028069653],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.94999456,0.044990104,0.0013642539,0.00054388796,0.0023651824,0.0007420222],"domain_scores_gemma":[0.98836803,0.0075524817,0.0013943214,0.0011527356,0.0010198671,0.0005125667],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12809028,0.00037619582,0.002373344,0.00009058741,0.00052850106,0.0000763486,0.0011043561,0.00024101062,0.00033738467],"category_scores_gemma":[0.06720888,0.00022210239,0.0006140041,0.0013161774,0.0015161878,0.00017084443,0.00021831974,0.00081536325,0.00068715855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002613207,0.000035890476,1.9718324e-7,0.017559491,0.00025830138,0.0002130688,0.10624321,5.9373058e-9,1.2423828e-8,0.012266677,0.057047084,0.8063734],"study_design_scores_gemma":[0.000023673572,0.00003949515,5.9120733e-8,0.018984256,0.00054695626,0.000027235697,0.012052902,3.799777e-8,3.2568153e-8,0.0033008424,0.96475804,0.0002664753],"about_ca_topic_score_codex":0.00092140824,"about_ca_topic_score_gemma":0.00010007234,"teacher_disagreement_score":0.90771097,"about_ca_system_score_codex":0.00089662516,"about_ca_system_score_gemma":0.008832527,"threshold_uncertainty_score":0.9967865},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W897184580","doi":"10.1177/1473325015595712","title":"Filming in the home: A reflexive account of microethnographic data collection with family caregivers of older adults","year":2015,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reflexivity; Context (archaeology); Subjectivity; Data collection; Sociology; Perception; Embodied cognition; Action (physics); Qualitative research; Psychology; Epistemology; Social science","score_opus":0.6554489027526732,"score_gpt":0.6440432311200733,"score_spread":0.011405671632599867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W897184580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99343896,0.00026026426,0.000509265,0.0007737385,0.00009326484,0.0005647326,0.000049219343,0.000013784248,0.00429679],"genre_scores_gemma":[0.99781024,0.000014648246,0.001901901,0.000042024625,0.000062800624,0.000046245706,0.000011478882,0.000009791372,0.00010084883],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9906081,0.0074228956,0.00029910036,0.00025808514,0.0010627893,0.0003490474],"domain_scores_gemma":[0.9967305,0.0021181938,0.00027656514,0.00024601727,0.00054820464,0.000080491176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012099633,0.0001051818,0.00028990535,0.00016641481,0.00037529782,0.000025717136,0.00065299356,0.00010333896,0.000013308751],"category_scores_gemma":[0.0024229188,0.00008105034,0.000050321334,0.003734749,0.0017081186,0.00027496053,0.00008918739,0.00024872448,0.0000025038332],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060288503,0.00010485915,0.0038072253,0.000024165016,0.000044325698,0.0000024246629,0.98787695,0.000001490946,0.000046549278,0.0028302625,0.0026368592,0.0020219784],"study_design_scores_gemma":[0.0007926333,0.00017015876,0.029338298,0.00014384786,0.000020327634,4.338765e-8,0.96680695,0.0000056485233,0.000054756678,0.0014606033,0.0011003886,0.00010635042],"about_ca_topic_score_codex":0.0069875857,"about_ca_topic_score_gemma":0.0037385428,"teacher_disagreement_score":0.025531074,"about_ca_system_score_codex":0.00017880014,"about_ca_system_score_gemma":0.00073543156,"threshold_uncertainty_score":0.99962497},"labels":[],"label_agreement":null},{"id":"W961407541","doi":"10.1007/978-3-319-09937-8_5","title":"Creative Methodologies as a Resource for Mayan Women’s Protagonism","year":2014,"lang":"en","type":"book-chapter","venue":"Peace psychology book series","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Maya; Transformative learning; Gender studies; Storytelling; Sociology; Psychology; Narrative; History; Literature; Art; Pedagogy","score_opus":0.5686998789514592,"score_gpt":0.6316501085073497,"score_spread":0.06295022955589047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W961407541","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014516297,0.0021063073,0.0054463907,0.0072257966,0.0005080817,0.0025806061,0.000066729815,0.00039116305,0.9815298],"genre_scores_gemma":[0.00007233402,0.0017513479,0.019809334,0.0029214798,0.00081394584,0.0029229175,0.000018752278,0.0001398493,0.97155005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99313295,0.0029622258,0.00059300946,0.0011539028,0.00069571915,0.0014622192],"domain_scores_gemma":[0.9947356,0.0030117524,0.00051427906,0.0008759102,0.00036046538,0.0005019892],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010866261,0.00058335665,0.0011237544,0.00032562081,0.0010634284,0.00013438943,0.0010527043,0.001150087,0.0034911088],"category_scores_gemma":[0.008051393,0.0005755955,0.00030353563,0.00006959339,0.0047805663,0.00031247264,0.00022864663,0.0009152414,0.00047727666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015492884,0.00003013873,0.00001192993,0.000101459016,0.00030339157,0.000024481586,0.038674794,5.909666e-7,0.00019764616,0.88113946,0.056568414,0.021398399],"study_design_scores_gemma":[0.0003773341,0.00096730015,0.000035219746,0.00006315409,0.000046312347,0.0000062663216,0.0030079277,3.6431342e-7,0.0001505633,0.19766276,0.7972304,0.0004524064],"about_ca_topic_score_codex":0.00008884321,"about_ca_topic_score_gemma":0.00017934243,"teacher_disagreement_score":0.740662,"about_ca_system_score_codex":0.0004869444,"about_ca_system_score_gemma":0.000632134,"threshold_uncertainty_score":0.99966955},"labels":[],"label_agreement":null}]}