{"meta":{"query_hash":"3667c6780edb","filters":{"venue":"Reconceptualizing Educational Research Methodology"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/3667c6780edb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Reconceptualizing+Educational+Research+Methodology"},"results":[{"id":"W2001641765","doi":"10.7577/rerm.1218","title":"Sustaining the unsustainable: Wearable technologies as informing running-practice in urban schools","year":2014,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Education and Technology Integration","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 Toronto","funders":"","keywords":"Wearable computer; Wearable technology; Environmental planning; Architectural engineering; Business; Sociology; Computer science; Geography; Engineering","score_opus":0.2702245302306123,"score_gpt":0.541852572996152,"score_spread":0.27162804276553965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001641765","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":[0.16872703,0.0036765144,0.0015653227,0.55729234,0.0013559049,0.0012531386,0.0000011381475,0.00036513482,0.26576346],"genre_scores_gemma":[0.94920385,0.0010833261,0.031091066,0.0011616854,0.0005114758,0.0005835053,0.000010208246,0.000025639869,0.016329246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9907431,0.006594001,0.00048102796,0.00044448694,0.0007047151,0.001032641],"domain_scores_gemma":[0.9563152,0.04130614,0.00023989544,0.00052451267,0.0015208782,0.000093349925],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034658417,0.00014890754,0.00024957553,0.0009641948,0.0017678621,0.00022203974,0.0010352319,0.00044220884,0.0004915083],"category_scores_gemma":[0.32169244,0.00012766977,0.000053436033,0.002318237,0.0017845788,0.00073062046,0.00016881205,0.0018925364,0.00022091545],"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":[0.000017082366,0.000050921546,0.004632264,0.000008245055,0.0000137842835,9.362978e-7,0.040924605,0.000016531225,0.00006816469,0.88404447,0.00710034,0.06312264],"study_design_scores_gemma":[0.00010101793,0.000045282093,0.0004160841,0.00004344846,0.0000035586563,0.00000893517,0.44791198,0.000025187488,0.00019906474,0.15330718,0.39784822,0.000090023066],"about_ca_topic_score_codex":0.008736506,"about_ca_topic_score_gemma":0.0012782608,"teacher_disagreement_score":0.7804768,"about_ca_system_score_codex":0.000888943,"about_ca_system_score_gemma":0.004078266,"threshold_uncertainty_score":0.9995317},"labels":[],"label_agreement":null},{"id":"W2006780983","doi":"10.7577/rerm.685","title":"Becoming Rhizome Researchers","year":2013,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Global Education and Multiculturalism","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","funders":"","keywords":"Rhizome; Data science; Computer science; Medicine; Traditional medicine","score_opus":0.7946778040472319,"score_gpt":0.6262361304586964,"score_spread":0.16844167358853546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006780983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5527561,0.001627625,0.00008208983,0.21482421,0.0030203732,0.0013226785,0.0000057827906,0.00009820716,0.22626296],"genre_scores_gemma":[0.74408525,0.0006599307,0.10100043,0.0021493398,0.0023990248,0.0010090183,0.000049347025,0.000039131133,0.14860852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871461,0.010029297,0.00033117365,0.00044640468,0.0009475672,0.0010994538],"domain_scores_gemma":[0.9778713,0.018644942,0.00008664767,0.00030334073,0.002426661,0.0006671216],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01242888,0.00012063543,0.00021579802,0.00038055988,0.0013306979,0.0002590981,0.00068411446,0.00021538085,0.028764864],"category_scores_gemma":[0.07050832,0.00011467711,0.000088690605,0.0008132247,0.0016348677,0.0005089847,0.0001130603,0.00066106336,0.003972253],"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":[0.000007977142,0.00013732017,0.0011540705,0.00001441146,0.000034015095,4.7291047e-7,0.2007618,0.00000317448,0.0026246589,0.5513269,0.22301903,0.020916168],"study_design_scores_gemma":[0.0001865593,0.000026868163,0.011124187,0.000026766584,0.0000033068573,0.0000046718865,0.22308974,0.00001233572,0.00019287049,0.050551195,0.7145987,0.00018280602],"about_ca_topic_score_codex":0.044917032,"about_ca_topic_score_gemma":0.0013324635,"teacher_disagreement_score":0.5007757,"about_ca_system_score_codex":0.0007240385,"about_ca_system_score_gemma":0.002008504,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W2037280565","doi":"10.7577/rerm.357","title":"In the Midst of Participatory Action Research Practices: Moving towards Decolonizing and Decolonial Praxis","year":2012,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Critical Race Theory in Education","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":"Athabasca University; University of British Columbia","funders":"","keywords":"Oppression; Xenophobia; Racism; Praxis; Heterosexism; Sociology; Gender studies; Participatory action research; Patriarchy; Ableism; Citizen journalism; Immigration; Refugee; Anthropology; Political science; Politics","score_opus":0.8923928078177937,"score_gpt":0.7191988441966208,"score_spread":0.1731939636211729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037280565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327894,0.0015548166,0.0000732901,0.057491433,0.0010670121,0.0005830101,0.0000024415504,0.000008754416,0.0064298413],"genre_scores_gemma":[0.98573506,0.00046358112,0.010955241,0.00027280842,0.001591203,0.0004230827,0.0000036990866,0.000015184989,0.0005401273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9459089,0.050619964,0.00049211347,0.0003738553,0.0013289327,0.0012762485],"domain_scores_gemma":[0.8762986,0.12165885,0.00023234518,0.00031847617,0.001233073,0.00025867595],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13015805,0.00010258686,0.00023623841,0.00057798444,0.0010820309,0.00009415436,0.00053813116,0.00023836605,0.0010470774],"category_scores_gemma":[0.3001942,0.00009264494,0.000042891137,0.0013492237,0.0030469447,0.00093869073,0.00013424022,0.0011455223,0.000050624123],"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":[0.00007073769,0.0004624474,0.021409927,0.00006486554,0.000016045582,5.552558e-7,0.40142414,0.0000018174725,0.0021929906,0.5600303,0.0021867233,0.012139451],"study_design_scores_gemma":[0.00018014327,0.00012322357,0.085997105,0.00006230792,0.000014480667,0.000014638651,0.73199487,0.00001444866,0.0011060225,0.111547105,0.068802446,0.0001432069],"about_ca_topic_score_codex":0.008136815,"about_ca_topic_score_gemma":0.008110115,"teacher_disagreement_score":0.44848317,"about_ca_system_score_codex":0.000764557,"about_ca_system_score_gemma":0.0026959323,"threshold_uncertainty_score":0.9998661},"labels":[],"label_agreement":null},{"id":"W2059260986","doi":"10.7577/rerm.174","title":"Nomadic Research Practices in Early Childhood: Interrupting Racisms and Colonialisms","year":2011,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Early Childhood Education and Development","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 Victoria","funders":"Strong","keywords":"Racialization; Foregrounding; Materiality (auditing); Sociology; Race (biology); Gender studies; Space (punctuation); Aesthetics; Art; Linguistics","score_opus":0.8166845531544067,"score_gpt":0.610530176369651,"score_spread":0.20615437678475568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059260986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.915389,0.001278654,0.000034404915,0.010935153,0.0008674792,0.00063755544,0.0000021166607,0.00002787876,0.07082773],"genre_scores_gemma":[0.93390244,0.000778498,0.05920297,0.00027066094,0.00075552193,0.00025651362,0.000008262854,0.000026400037,0.0047987285],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97827387,0.018232206,0.000541779,0.0007231078,0.0010593985,0.0011696684],"domain_scores_gemma":[0.9727886,0.025329784,0.00025615725,0.0002956615,0.0009086256,0.00042122518],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05039252,0.00014465915,0.00029116575,0.0012800083,0.0012363739,0.0001954362,0.00066381326,0.0002761129,0.0022783566],"category_scores_gemma":[0.071715824,0.0001536129,0.000044134737,0.0015760574,0.0019830528,0.0005689433,0.00024134692,0.0014104907,0.00027440462],"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":[0.00003356258,0.00024442244,0.09164045,0.000011175796,0.000023854465,0.0000030787523,0.6975512,2.5164e-7,0.00009337768,0.18881893,0.0017522846,0.019827418],"study_design_scores_gemma":[0.00031669353,0.00014670934,0.70973814,0.00011033666,0.0000038564594,0.000014572497,0.17826955,0.0000018375933,0.00017594606,0.07661662,0.0343826,0.00022312407],"about_ca_topic_score_codex":0.031268775,"about_ca_topic_score_gemma":0.0068132873,"teacher_disagreement_score":0.61809766,"about_ca_system_score_codex":0.00054002827,"about_ca_system_score_gemma":0.005512264,"threshold_uncertainty_score":0.9986337},"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":"W2947745441","doi":"10.7577/rerm.3241","title":"Thinking/writing within and outside the IRB box","year":2019,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","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":"Institutional review board; Focus (optics); Engineering ethics; Space (punctuation); Sociology; Epistemology; Psychology; Computer science; Engineering; Philosophy","score_opus":0.8274819937163054,"score_gpt":0.6990587378592161,"score_spread":0.12842325585708925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947745441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74461293,0.0038984106,0.00037055364,0.17259198,0.0051943837,0.0015097549,0.000016232421,0.000064407526,0.071741335],"genre_scores_gemma":[0.8582234,0.0007898375,0.0590773,0.006392357,0.0031856822,0.0009311608,0.000060629205,0.00007457372,0.07126511],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9874108,0.010120158,0.00061625586,0.0004902702,0.0005679754,0.0007945598],"domain_scores_gemma":[0.9501838,0.048173767,0.00021449217,0.0004779487,0.00074375985,0.0002061966],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.021605184,0.00014443001,0.00029537163,0.00023144558,0.0021618665,0.00005081785,0.00049998146,0.00024343336,0.0057540764],"category_scores_gemma":[0.013500948,0.00010669304,0.000060248614,0.00040389464,0.0005264999,0.00017791658,0.00032450416,0.001855383,0.0012668567],"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":[0.000021006483,0.000050817293,0.03945377,0.00011045328,0.00003891359,2.3367875e-7,0.070962645,0.000014215221,0.00042668634,0.85407954,0.032685064,0.0021566632],"study_design_scores_gemma":[0.0005626033,0.00010733922,0.08937922,0.000337516,0.000017273795,0.000025545303,0.37654194,0.00018143814,0.00004424019,0.20079988,0.33169645,0.00030655015],"about_ca_topic_score_codex":0.0009267981,"about_ca_topic_score_gemma":0.00035271188,"teacher_disagreement_score":0.65327966,"about_ca_system_score_codex":0.00028168858,"about_ca_system_score_gemma":0.001986665,"threshold_uncertainty_score":0.99951077},"labels":[],"label_agreement":null},{"id":"W2998854539","doi":"10.7577/rerm.3680","title":"Cellphilm production as posthuman research method to explore injustice with queer youth in New Brunswick, Canada","year":2019,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Posthumanist Ethics and Activism","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":"University of New Brunswick","funders":"","keywords":"Posthuman; Queer; Posthumanism; Sociology; Subjectivity; Gender studies; Environmental ethics; Aesthetics; Epistemology; Art","score_opus":0.6369140844156369,"score_gpt":0.5719548336899473,"score_spread":0.06495925072568964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998854539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8576466,0.00026064986,0.00047108796,0.08637745,0.0011589695,0.0015761468,0.0000052809023,0.000023304652,0.0524805],"genre_scores_gemma":[0.8546984,0.000098354336,0.054963402,0.0011261621,0.001921513,0.00009088886,0.000034072404,0.00007218003,0.08699499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97213537,0.02235715,0.00047595525,0.0010559805,0.002581032,0.0013945438],"domain_scores_gemma":[0.9753949,0.021381956,0.00012894948,0.00061294995,0.0018788587,0.0006024109],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05073008,0.00019613461,0.00042048615,0.00089628616,0.00094060315,0.00016729656,0.0009320025,0.0002486396,0.0023980318],"category_scores_gemma":[0.027924307,0.00018294498,0.00004702186,0.002058381,0.0006478786,0.00030948667,0.00019450372,0.0019881644,0.00037387264],"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":[0.00027424042,0.00013686239,0.0078381505,0.000050797546,0.000039757993,0.0000060292673,0.32900292,0.00017537369,0.0019030168,0.6411049,0.013837616,0.005630341],"study_design_scores_gemma":[0.0005155836,0.0005824194,0.017200453,0.00028406418,0.000017277713,0.000013676853,0.6707895,0.00000917627,0.0030941253,0.073698595,0.23322153,0.00057359],"about_ca_topic_score_codex":0.95172936,"about_ca_topic_score_gemma":0.9556039,"teacher_disagreement_score":0.5674063,"about_ca_system_score_codex":0.0019211111,"about_ca_system_score_gemma":0.06325654,"threshold_uncertainty_score":0.99851394},"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":"W3000368801","doi":"10.7577/rerm.3683","title":"Patchworking Response-ability in Science and Technology Education","year":2019,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Science Education and Perceptions","field":"Psychology","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 Alberta","funders":"","keywords":"Nexus (standard); Science education; Empowerment; Sociology; Situated; Science, technology, society and environment education; Anthropocene; Engineering ethics; Technology education; Pedagogy; Epistemology; Environmental ethics; Political science; Engineering; Computer science","score_opus":0.5403264691092977,"score_gpt":0.6054309473294724,"score_spread":0.06510447822017473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000368801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9489129,0.00072697253,0.000031261836,0.02860724,0.0032514427,0.00056746067,0.0000023689504,0.000028234002,0.017872114],"genre_scores_gemma":[0.9763901,0.00003186638,0.0137705095,0.00045845337,0.000211911,0.00042911214,0.000005328945,0.000015849871,0.008686843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99236226,0.004664766,0.00043465508,0.0010423708,0.0006585294,0.00083739054],"domain_scores_gemma":[0.9848241,0.012802866,0.000099841265,0.0007336727,0.0013185318,0.00022096676],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.032742575,0.00013621841,0.00024878542,0.0029617383,0.0003989544,0.00008413794,0.00068752386,0.00022677639,0.009367212],"category_scores_gemma":[0.026498387,0.00014113488,0.000026181815,0.005359418,0.0029358615,0.0003051726,0.0001799953,0.0007737205,0.0011387547],"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":[0.00016513848,0.0005260562,0.44013435,0.000020110272,0.00000879338,4.316873e-7,0.033526,0.0000034861337,0.0612956,0.3376819,0.004639455,0.12199869],"study_design_scores_gemma":[0.00030139752,0.0001442818,0.819127,0.000061758736,0.0000024187293,0.0000768313,0.099315576,0.000031415406,0.0003251726,0.035951696,0.044445727,0.00021669673],"about_ca_topic_score_codex":0.00067725696,"about_ca_topic_score_gemma":0.00011708575,"teacher_disagreement_score":0.37899268,"about_ca_system_score_codex":0.00081271585,"about_ca_system_score_gemma":0.00721577,"threshold_uncertainty_score":0.99977756},"labels":[],"label_agreement":null},{"id":"W4309265916","doi":"10.7577/rerm.5144","title":"The Interview-Event-Agencement as Creative Movement and Methodological Disruption","year":2022,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Qualitative Research Methods and Ethics","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":"Attunement; Interview; Event (particle physics); Participant observation; Psychology; Sociology; Subjectivity; Identity (music); Movement (music); Social psychology; Aesthetics; Epistemology; Social science","score_opus":0.8371014064267517,"score_gpt":0.6870794051463289,"score_spread":0.15002200128042276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309265916","genre_codex":"commentary","genre_gemma":"methods","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":[0.11029199,0.020460218,0.10740417,0.67163765,0.0029999386,0.0037343288,0.000067922076,0.00008959937,0.083314195],"genre_scores_gemma":[0.24398594,0.041243505,0.50752974,0.0086269,0.0031185795,0.011437075,0.0001155688,0.00012734525,0.18381537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.76614326,0.22932136,0.00057199923,0.0006852276,0.0021716019,0.001106519],"domain_scores_gemma":[0.8615296,0.1368929,0.00019380798,0.00026738888,0.0007589312,0.00035737045],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.22575451,0.00014944945,0.00030908358,0.0002501616,0.007370655,0.00018462288,0.000770226,0.00011219453,0.0072258157],"category_scores_gemma":[0.100470446,0.00011603388,0.00011526516,0.00085754384,0.004712284,0.00016246134,0.00082536996,0.0015334899,0.00005276548],"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":[0.00007001783,0.00009207149,0.00018927877,0.00001226906,0.000055845467,0.0000015146924,0.063646,0.000011028358,0.00080359133,0.8020805,0.004531958,0.1285059],"study_design_scores_gemma":[0.00010393179,0.0002726468,0.0011083318,0.000008460184,0.0000046442356,0.0000034124937,0.22337951,0.00003087286,0.000088445544,0.4466004,0.32830727,0.000092074915],"about_ca_topic_score_codex":0.00443011,"about_ca_topic_score_gemma":0.0005906121,"teacher_disagreement_score":0.6630107,"about_ca_system_score_codex":0.0009817734,"about_ca_system_score_gemma":0.0019219216,"threshold_uncertainty_score":0.99799633},"labels":[],"label_agreement":null},{"id":"W4412384286","doi":"10.7577/rerm.6097","title":"Entangled Ekphrastics","year":2025,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","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 Manitoba","funders":"","keywords":"Business","score_opus":0.644497654198775,"score_gpt":0.535132528300705,"score_spread":0.10936512589807001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412384286","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":[0.10942392,0.0043384144,0.0010962583,0.03922181,0.0041372045,0.00046367766,0.00002676017,0.00008213712,0.8412098],"genre_scores_gemma":[0.5869625,0.00020827612,0.027716257,0.00569981,0.0036477516,0.0003479516,0.00008964877,0.0000288063,0.37529898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971246,0.0016645218,0.00026391752,0.00028838465,0.00025487464,0.00040369402],"domain_scores_gemma":[0.98929244,0.009890513,0.000046934358,0.0001869434,0.0005112064,0.000071968694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021242695,0.00010808748,0.00019660105,0.0003103243,0.0007212383,0.000114162875,0.0003469281,0.00006535869,0.012026025],"category_scores_gemma":[0.0048688804,0.00008527665,0.000071894356,0.00017404382,0.0011582358,0.00011442089,0.00009450553,0.00040815384,0.00034064148],"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":[0.000016106955,0.000037695212,0.00023927384,0.00001970758,0.000043997505,4.1860392e-7,0.02508804,0.0000044936455,0.00065886957,0.8909464,0.069890626,0.013054404],"study_design_scores_gemma":[0.000095483585,0.000037498347,0.00038069498,0.00003993814,0.000008750255,0.0000030051938,0.019990584,0.000008523273,0.0005253226,0.22853562,0.7502853,0.0000892239],"about_ca_topic_score_codex":0.0003793504,"about_ca_topic_score_gemma":0.0006548805,"teacher_disagreement_score":0.6803947,"about_ca_system_score_codex":0.000093475144,"about_ca_system_score_gemma":0.00044234795,"threshold_uncertainty_score":0.9888771},"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}]}