{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"406c732d42b8","filters":{"venue":"Journal of Childhood Education & Society"}},"results":[{"id":"W3045493198","doi":"10.37291/2717638x.20201249","title":"Newcomer families' experiences with programs and services to support early childhood development in Canada: A scoping review","year":2020,"lang":"en","type":"review","venue":"Journal of Childhood Education & Society","topic":"Family and Disability Support Research","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Saint Vincent University; NSCAD University; Dalhousie University","funders":"Canada Research Chairs; Mount Saint Vincent University","keywords":"Early childhood; Feeling; Service provider; Participatory action research; Service (business); Citizen journalism; Psychology; Public relations; Political science; Sociology; Business; Developmental psychology; Social psychology","authors":[{"name":"Alison Brown","is_ca":true},{"name":"Jessie‐Lee D. McIsaac","is_ca":true},{"name":"Sarah Reddington","is_ca":true},{"name":"Taylor G. Hill","is_ca":true},{"name":"Susan M. Brigham","is_ca":true},{"name":"Rebecca Spencer","is_ca":true},{"name":"April Mandrona","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04275766579744492,"gpt":0.3698001271977547,"spread":0.3270424614003098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00857449,0.0009269676,0.002838372,0.0143432,0.003112582,0.005465538,0.001968403,0.00179868,0.003146075],"category_scores_gemma":[0.02612929,0.0006840204,0.001786372,0.02589302,0.001921969,0.002071453,0.002252591,0.001390302,0.0002300145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03395465,"about_ca_system_score_gemma":0.1477108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7790719,"about_ca_topic_score_gemma":0.8847034,"domain_scores_codex":[0.9955245,0.00109952,0.0008383063,0.0003105199,0.001770458,0.0004567291],"domain_scores_gemma":[0.9769409,0.01319783,0.001929587,0.000285561,0.006848962,0.0007971224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001887654,0.00007215083,0.003140008,0.5392677,0.001232816,0.0004366453,0.008034263,0.000281056,0.0002492362,0.002281898,0.01296464,0.4318508],"study_design_scores_gemma":[0.00003800718,0.00007672589,0.01441365,0.8069175,0.003438186,0.0004613537,0.006310664,0.00007440366,0.0002187786,0.0003272953,0.1676553,0.00006832744],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007869261,0.9976857,0.00003437681,0.0003459697,0.00006709651,0.0000606104,0.000123238,0.000002564034,0.0008935147],"genre_scores_gemma":[0.007928863,0.9913458,0.0001786774,0.0001699635,0.00001662044,0.00008302315,0.00009233855,0.000002067679,0.0001826475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2209281,"threshold_uncertainty_score":0.4444584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132387969","doi":"10.37291/2717638x.20212169","title":"A posthuman perspective on early literacy: A literature review","year":2021,"lang":"en","type":"review","venue":"Journal of Childhood Education & Society","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Posthuman; Posthumanism; Perspective (graphical); Materialism; Meaning (existential); Literacy; Sociology; Assemblage (archaeology); Field (mathematics); Epistemology; Pedagogy; Visual arts; History; Art; Philosophy","authors":[{"name":"Zhen Lin","is_ca":true},{"name":"Guofang Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01962015317785626,"gpt":0.3788478946477755,"spread":0.3592277414699192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137982,0.001024035,0.001801669,0.008017658,0.0006710997,0.002055206,0.0007689159,0.001536118,0.005159364],"category_scores_gemma":[0.003382459,0.0005048084,0.0008512894,0.009561011,0.001069676,0.003254729,0.001177119,0.001658946,0.0009081318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173825,"about_ca_system_score_gemma":0.004817354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004522694,"about_ca_topic_score_gemma":0.008352615,"domain_scores_codex":[0.9995272,0.0001237777,0.00009855955,0.00008529813,0.0001256894,0.00003944042],"domain_scores_gemma":[0.9966846,0.002641369,0.0002423132,0.00003704175,0.000307593,0.00008710613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006803397,0.00007815189,0.0005685031,0.1320953,0.0002047067,0.0004063509,0.001147026,0.0002668023,0.0004679743,0.009139439,0.01882596,0.8367317],"study_design_scores_gemma":[0.00001899917,0.0001417735,0.005784905,0.2209447,0.0008798301,0.002618159,0.002112104,0.0001258499,0.0003475301,0.006200165,0.7607713,0.00005473565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001134333,0.9990259,0.00004780796,0.0001879065,0.00006833938,0.000002743955,0.000008282415,0.000002299077,0.000543309],"genre_scores_gemma":[0.0006952721,0.9990079,0.00006988086,0.00009284295,0.00004602889,0.000004003404,0.000009098545,6.939836e-7,0.00007431319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008017658,"threshold_uncertainty_score":0.01725984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285798484","doi":"10.37291/2717638x.202232170","title":"Agency as assemblage: Using childhood artefacts and memories to examine children’s relations with schooling","year":2022,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University; York University; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Agency (philosophy); Early childhood education; Assemblage (archaeology); Meaning (existential); Childhood studies; Structure and agency; Pencil (optics); Object (grammar); Early childhood; Psychology; Sociology; Pedagogy; Developmental psychology; Social science; History; Archaeology; Engineering; Linguistics","authors":[{"name":"Julie C. Garlen","is_ca":true},{"name":"Debbie Sonu","is_ca":false},{"name":"Lisa Farley","is_ca":true},{"name":"Sandra Chang‐Kredl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166879816305852,"gpt":0.3041365055763576,"spread":0.2874485239457724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004264181,0.000566688,0.0003964686,0.003710537,0.004089144,0.006075711,0.001223728,0.001240129,0.002580894],"category_scores_gemma":[0.01314163,0.0005655896,0.0005320609,0.002495017,0.01359626,0.007851275,0.007702802,0.001519515,0.0001684239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002779251,"about_ca_system_score_gemma":0.001908955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950203,"about_ca_topic_score_gemma":0.03805504,"domain_scores_codex":[0.9968628,0.001860266,0.0001499748,0.0003656725,0.0003806564,0.0003807468],"domain_scores_gemma":[0.9912737,0.005264511,0.001593191,0.001042541,0.0004292757,0.0003967382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003288781,0.00001431929,0.02482165,0.00009952545,0.00001552524,0.0005623121,0.9580074,0.00008660843,0.0008592539,0.006014937,0.0001220731,0.009363502],"study_design_scores_gemma":[0.000006045511,0.00005753847,0.03238634,0.0002007334,0.00003178879,0.000841353,0.9486293,0.0001345611,0.0007951702,0.003396282,0.01348472,0.00003618186],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805498,0.001278153,0.005078188,0.0005644517,0.00002016005,0.0000514907,0.00007861359,0.00002291373,0.01235642],"genre_scores_gemma":[0.996653,0.0004514046,0.001987052,0.00004132743,0.000005411639,0.00004907276,0.00002611788,0.00001345295,0.0007732409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01950203,"threshold_uncertainty_score":0.03877705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387514264","doi":"10.37291/2717638x.202343281","title":"‘I'd rather learn outside because nature can teach you so many more things than being inside’: Outdoor learning experiences of young children and educators","year":2023,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Experiential learning; Thematic analysis; Context (archaeology); Psychology; Pedagogy; Outdoor education; Perspective (graphical); Experiential education; Exploratory research; Qualitative research; Sociology","authors":[{"name":"Laurel Donison","is_ca":true},{"name":"Tanya Halsall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005201520224575464,"gpt":0.2543350948629955,"spread":0.24913357463842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003429929,0.0003191841,0.0005820761,0.0006184644,0.006217196,0.005008969,0.0006324466,0.001084833,0.002263295],"category_scores_gemma":[0.0039724,0.0003813184,0.0004836734,0.0009275568,0.007004127,0.003898869,0.00575359,0.002409337,0.0003504304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803276,"about_ca_system_score_gemma":0.002637557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00890599,"about_ca_topic_score_gemma":0.02685467,"domain_scores_codex":[0.9975784,0.001491323,0.00009121717,0.0001614663,0.0002200758,0.0004574336],"domain_scores_gemma":[0.9979542,0.001086518,0.0003238932,0.00009300748,0.000128393,0.000413852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002155877,0.00004103926,0.008488527,0.0002275242,0.000007418394,0.001664782,0.9775754,0.00002010371,0.0003524282,0.001757563,0.001461285,0.008382335],"study_design_scores_gemma":[0.000002807351,0.00004664613,0.008661659,0.0003543863,0.00001093853,0.0009369229,0.9623961,0.00001121642,0.000215109,0.0004517732,0.02689791,0.00001451962],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744433,0.00271999,0.0008823671,0.003482698,0.0001716184,0.00004462087,0.00005951228,0.00001906611,0.01817689],"genre_scores_gemma":[0.9916559,0.002628054,0.0008403774,0.001039794,0.00003161718,0.00005506199,0.00003627967,0.00003175383,0.003681163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00890599,"threshold_uncertainty_score":0.01813942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387514232","doi":"10.37291/2717638x.202343266","title":"How an early learning and child care program embraced outdoor play: A case study","year":2023,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Child Therapy and Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Mount Saint Vincent University","funders":"Mount Saint Vincent University","keywords":"Thematic analysis; Documentation; Government (linguistics); Focus group; Psychology; Early childhood; Outdoor education; Principal (computer security); Space (punctuation); Early childhood education; Public relations; Medical education; Applied psychology; Pedagogy; Qualitative research; Business; Sociology; Developmental psychology; Political science; Medicine; Computer science; Marketing","authors":[{"name":"Brenna Richard","is_ca":true},{"name":"Joan Turner","is_ca":true},{"name":"Michelle Stone","is_ca":true},{"name":"Jessie‐Lee D. McIsaac","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01576417477732139,"gpt":0.3413208998185039,"spread":0.3255567250411825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005508148,0.000676603,0.000662228,0.001186259,0.0177543,0.003762608,0.002610918,0.003321779,0.002555081],"category_scores_gemma":[0.00860411,0.0007183833,0.0006810056,0.001241138,0.004443329,0.002837994,0.005190414,0.004559813,0.0003063467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007650126,"about_ca_system_score_gemma":0.007121455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02558792,"about_ca_topic_score_gemma":0.09740935,"domain_scores_codex":[0.992411,0.004944616,0.0001598131,0.0004635429,0.0006247472,0.001396204],"domain_scores_gemma":[0.9951203,0.002085494,0.0004161403,0.0002594163,0.0004196674,0.001698914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002034345,0.008105233,0.04100124,0.0006169034,0.00005903002,0.05771079,0.8080414,0.0005854844,0.001851812,0.01258961,0.007751912,0.06148326],"study_design_scores_gemma":[0.00004868832,0.001240061,0.01616313,0.0007647008,0.00005255389,0.01520076,0.9164705,0.0007559943,0.001483304,0.001590521,0.04615578,0.00007390972],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806371,0.0005202328,0.001663612,0.003967938,0.0001062281,0.0004382322,0.00007027169,0.00002198192,0.01257432],"genre_scores_gemma":[0.9838222,0.001641614,0.005544887,0.001413666,0.00004712432,0.0005232911,0.0000560644,0.00003822859,0.006912869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02558792,"threshold_uncertainty_score":0.05550575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391722816","doi":"10.37291/2717638x.202451314","title":"Frequency and duration measurements of children’s outdoor free play: A Scoping review","year":2024,"lang":"en","type":"review","venue":"Journal of Childhood Education & Society","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Duration (music); Psychology; Geography; Art; Literature","authors":[{"name":"Rachel Ramsden","is_ca":true},{"name":"Michelle O’Kane","is_ca":true},{"name":"Eva Oberle","is_ca":true},{"name":"Mariana Brussoni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.047260806473198,"gpt":0.3668660528049144,"spread":0.3196052463317163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02203212,0.001700757,0.005713728,0.03180729,0.001226172,0.005282486,0.002996082,0.002645807,0.003957831],"category_scores_gemma":[0.1032735,0.002001543,0.007487828,0.02948578,0.001922335,0.005281509,0.003093367,0.002065172,0.0006151989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006066756,"about_ca_system_score_gemma":0.01639939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185634,"about_ca_topic_score_gemma":0.03137173,"domain_scores_codex":[0.9762244,0.006538028,0.009445405,0.002211148,0.005052628,0.0005283183],"domain_scores_gemma":[0.8760731,0.09999321,0.01301565,0.00206761,0.008424838,0.0004255314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001868367,0.0000492327,0.004039951,0.7596735,0.002645258,0.0001876954,0.002596059,0.0002808671,0.0002307357,0.001260116,0.004107742,0.224742],"study_design_scores_gemma":[0.00002478625,0.00009744392,0.009188024,0.9454901,0.006530369,0.0004018293,0.001772524,0.0000789679,0.0001924368,0.0004394847,0.03573592,0.00004817604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001395965,0.9960454,0.0004458362,0.0002181093,0.0001824378,0.0003755565,0.0006130096,0.000009154735,0.0007144598],"genre_scores_gemma":[0.01124904,0.9855477,0.001293644,0.0001917351,0.0000932957,0.0009698197,0.0004952408,0.00001242803,0.0001470968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03180729,"threshold_uncertainty_score":0.1165184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384301391","doi":"10.37291/2717638x.202342260","title":"Out of the shadows: An epistemological examination of family childcare in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Ideal (ethics); Knowledge base; Sociology; Sociology of scientific knowledge; Social constructionism; Epistemology; Engineering ethics; Psychology; Social science; Computer science; Engineering","authors":[{"name":"Laura Woodman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04745300147103326,"gpt":0.3284046707622545,"spread":0.2809516692912212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01068137,0.0004905997,0.0008694963,0.008293606,0.06727722,0.01900625,0.003694271,0.002345614,0.003417292],"category_scores_gemma":[0.01738559,0.0005725304,0.0005550722,0.01541409,0.04266009,0.005571048,0.01258546,0.005708445,0.0001199446],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.3019895,"about_ca_system_score_gemma":0.4402348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950514,"about_ca_topic_score_gemma":0.9967128,"domain_scores_codex":[0.9919042,0.002375316,0.0003218618,0.0006974821,0.002100897,0.002600288],"domain_scores_gemma":[0.9823202,0.008402738,0.001128872,0.0005680395,0.005462465,0.002117658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001451683,0.00002324076,0.007467893,0.0001209149,0.000008704529,0.0006106281,0.9131893,0.0001419391,0.0001024924,0.06437574,0.001919007,0.0120256],"study_design_scores_gemma":[0.000002069907,0.000005406011,0.005586749,0.0003496766,0.000008804924,0.00006855526,0.9497184,0.0001451012,0.00008145379,0.003229906,0.04078347,0.00002028294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.739847,0.01502056,0.003409401,0.05898456,0.0004093726,0.0002553684,0.0004878242,0.0000456036,0.1815402],"genre_scores_gemma":[0.9899371,0.003955181,0.000884617,0.001422956,0.00002154863,0.00004337824,0.00005365445,0.00002273776,0.003658721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3019895,"threshold_uncertainty_score":0.8095932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416199751","doi":"10.37291/2717638x.202563644","title":"Reimagining anti-racist pedagogy in early childhood education: Foregrounding critical theories and frameworks that challenge racism","year":2025,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Foregrounding; Racism; Refugee; Agency (philosophy); Critical race theory; Narrative; Ideology; Early childhood; Critical theory; Early childhood education","authors":[{"name":"Niveditha Menon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01110752343144556,"gpt":0.3724624330351051,"spread":0.3613549096036596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01810068,0.00101926,0.0005964814,0.002884812,0.02141852,0.013716,0.001761248,0.003160423,0.002316216],"category_scores_gemma":[0.008403388,0.0003470896,0.0003662928,0.001545649,0.08804375,0.008861943,0.01321224,0.006840942,0.0002276434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01950992,"about_ca_system_score_gemma":0.02961273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.027669,"about_ca_topic_score_gemma":0.06397897,"domain_scores_codex":[0.9908888,0.006983448,0.0001481667,0.0003302685,0.0005008697,0.001148523],"domain_scores_gemma":[0.9894289,0.008055422,0.000587317,0.0004352436,0.0007031094,0.0007900086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000011628,0.00004402909,0.0008582485,0.0001742341,0.000003899394,0.0003861321,0.7602541,0.0001111857,0.0001663865,0.224637,0.001090694,0.0122623],"study_design_scores_gemma":[0.000007506084,0.00003610194,0.0007681779,0.0008603774,0.0000092474,0.000260776,0.8949391,0.0001294045,0.0004728584,0.04144226,0.0610605,0.00001375383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5279108,0.02579804,0.01880581,0.131191,0.001458744,0.0002629742,0.00004256396,0.0001023799,0.2944277],"genre_scores_gemma":[0.9843277,0.004702693,0.002628605,0.001925149,0.00009371403,0.00007540568,0.000006519233,0.00003242366,0.006207662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.027669,"threshold_uncertainty_score":0.1415551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416199775","doi":"10.37291/2717638x.202563671","title":"Centering Black women’s voices to advance anti-racist pedagogy and pro-Black approaches in early childhood settings","year":2025,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Racism; Early childhood; Early childhood education; Critical race theory; Teachable moment; Resistance (ecology); Critical theory","authors":[{"name":"Janelle Brady","is_ca":true},{"name":"Kerry‐Ann Escayg","is_ca":false},{"name":"Georgiana Mathurin","is_ca":true},{"name":"Rachel Berman","is_ca":true},{"name":"Ella Ballentine","is_ca":true},{"name":"Salado Abdulle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01381566522277942,"gpt":0.308513309521206,"spread":0.2946976442984266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008454005,0.0006607673,0.0004167532,0.001471572,0.03980859,0.007849176,0.001561723,0.00235762,0.00640902],"category_scores_gemma":[0.006394038,0.0003440972,0.0003159197,0.0008616282,0.02816847,0.003971725,0.0125477,0.005126233,0.0005937481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0242009,"about_ca_system_score_gemma":0.04983704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2441451,"about_ca_topic_score_gemma":0.5284687,"domain_scores_codex":[0.9933277,0.003957635,0.00006706195,0.0002674771,0.0006579864,0.001722111],"domain_scores_gemma":[0.9947357,0.001897292,0.0005107723,0.0002070097,0.0008171175,0.001832152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001166928,0.0000263149,0.001725153,0.00008607169,0.000003894633,0.0003641553,0.9515991,0.00004168152,0.0006063484,0.02775981,0.003383355,0.0143925],"study_design_scores_gemma":[0.000003355125,0.00002119416,0.001663475,0.0003878966,0.000008752695,0.0001539144,0.8781455,0.00004209989,0.0005899709,0.004110395,0.1148579,0.0000155702],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6285418,0.007146539,0.007217989,0.09204062,0.0008901444,0.0002247809,0.00004865236,0.000127909,0.2637616],"genre_scores_gemma":[0.9571026,0.002778658,0.003010659,0.004352472,0.00005368427,0.00008048749,0.00001258055,0.00007323788,0.03253562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441451,"threshold_uncertainty_score":0.4854481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412472893","doi":"10.37291/2717638x.202562679","title":"Parent perspectives on digital play-based early literacy-learning in marginalized communities","year":2025,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Literacy; Sociology; Pedagogy; Psychology","authors":[{"name":"Lauri Pynnönen","is_ca":false},{"name":"Kristiina Kumpulainen","is_ca":true},{"name":"Lasse Lipponen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01226467425413489,"gpt":0.3044982546373365,"spread":0.2922335803832016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00362601,0.0002964064,0.0003534489,0.0005767175,0.004318484,0.002545669,0.0004899104,0.0007482968,0.002451606],"category_scores_gemma":[0.005694905,0.0003095551,0.0001494457,0.0003669352,0.003599643,0.001925672,0.003465368,0.001285369,0.0001457857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401346,"about_ca_system_score_gemma":0.001610984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006808763,"about_ca_topic_score_gemma":0.01025922,"domain_scores_codex":[0.997889,0.001515862,0.00005822221,0.0001117049,0.0001469298,0.0002783866],"domain_scores_gemma":[0.9965484,0.002213038,0.0004163621,0.00008529148,0.0002753962,0.0004615438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003676656,0.00004196995,0.01373723,0.00008295102,0.000004900903,0.00144555,0.9753945,0.0000205489,0.000607981,0.0009832709,0.0002713522,0.007373062],"study_design_scores_gemma":[0.000004058861,0.00009488297,0.008027863,0.0001388235,0.000009054069,0.0007740649,0.9816078,0.00004857345,0.0002727367,0.0003535373,0.008658305,0.00001038252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924386,0.0008507266,0.0006346795,0.001423976,0.00002322983,0.00001793748,0.00002519668,0.000005811307,0.004579792],"genre_scores_gemma":[0.9984981,0.0005086546,0.0002219405,0.000162053,0.000005782057,0.00001674233,0.000009160175,0.000003163083,0.0005743258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006808763,"threshold_uncertainty_score":0.01917636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185707323","doi":"10.37291/2717638x.202122102","title":"In-between spaces of policy and practice: Voices from Prince Edward Island early childhood educators","year":2021,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Prince Edward Island","funders":"Social Sciences and Humanities Research Council of Canada; University of Prince Edward Island","keywords":"Early childhood; Excellence; Liminality; Sociology; Merge (version control); Early childhood education; Pedagogy; Qualitative research; Space (punctuation); Identity (music); Nonprobability sampling; Gender studies; Citizen journalism; Political science; Psychology; Social science; Developmental psychology; Anthropology","authors":[{"name":"Gabriela Arias de Sanchez","is_ca":true},{"name":"Alaina L. Roach O'Keefe","is_ca":true},{"name":"Bethany Robichaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01005461816392261,"gpt":0.3221867059331462,"spread":0.3121320877692236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005604567,0.0003633292,0.0004263542,0.000946405,0.02017044,0.006829228,0.001677998,0.002619173,0.001906422],"category_scores_gemma":[0.008688807,0.0006553243,0.0002080064,0.001333918,0.01354458,0.003194632,0.006188354,0.005810972,0.0002326498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01376708,"about_ca_system_score_gemma":0.02035457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.440554,"about_ca_topic_score_gemma":0.6596352,"domain_scores_codex":[0.9965313,0.001639577,0.0001217516,0.0002131607,0.0004304495,0.001063833],"domain_scores_gemma":[0.9913546,0.004439656,0.0005952917,0.0002916433,0.001299736,0.002019014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006485097,0.000008142703,0.001889822,0.00002630016,0.000001145959,0.0005503997,0.9949975,0.00001013924,0.0001784613,0.0007078698,0.0003072548,0.001316501],"study_design_scores_gemma":[3.056288e-7,0.000004956861,0.0007128765,0.00004255913,0.000001153039,0.00005853109,0.9947279,0.000007113979,0.00004942222,0.00003877249,0.004353102,0.000003280143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982574,0.000968034,0.0002626622,0.006426764,0.00005631083,0.00003721663,0.00002066954,0.000006932994,0.009647338],"genre_scores_gemma":[0.9896942,0.001264386,0.0003461706,0.001655681,0.00001372575,0.00003303175,0.00001551359,0.00001099684,0.006966177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.559446,"threshold_uncertainty_score":0.8759794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412472992","doi":"10.37291/2717638x.202562569","title":"The difference childhood makes: Uniqueness, accommodation, and the ethics of otherness","year":2025,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto; Concordia University","keywords":"Accommodation; Uniqueness; Reasonable accommodation; Sociology; Psychology; Social psychology; Political science; Law; Neuroscience","authors":[{"name":"Ellouise Van Berkel","is_ca":true},{"name":"Dragana Mirkovic","is_ca":true},{"name":"Lisa Farley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01652052073895154,"gpt":0.3357737032973068,"spread":0.3192531825583552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008711422,0.000458764,0.0004788887,0.001318171,0.01138268,0.01112328,0.0008883025,0.002322901,0.001769244],"category_scores_gemma":[0.008785916,0.0002161626,0.0003839731,0.0007810657,0.07641852,0.01216267,0.01203855,0.00501004,0.0002282989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005381951,"about_ca_system_score_gemma":0.005544312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006121635,"about_ca_topic_score_gemma":0.005905644,"domain_scores_codex":[0.9865873,0.01025162,0.000219983,0.0005586292,0.001039181,0.001343238],"domain_scores_gemma":[0.9936666,0.00369826,0.0007284862,0.0006084786,0.000391892,0.0009063693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002018259,0.00001185483,0.0018317,0.00003814156,0.000004367739,0.0003251997,0.2746754,0.000103334,0.0002351408,0.714853,0.0005649106,0.007336762],"study_design_scores_gemma":[0.00001538138,0.00007215744,0.003210013,0.0005730587,0.00001574793,0.001375083,0.4675937,0.0003284792,0.001125314,0.3632428,0.1623951,0.00005312545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4975265,0.009421088,0.02846551,0.04898149,0.0006209239,0.00005584469,0.00003307338,0.00006158484,0.414834],"genre_scores_gemma":[0.9949942,0.0006424241,0.0008676646,0.0004541984,0.0000290776,0.00001430655,0.000005384578,0.00001943375,0.002973216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138268,"threshold_uncertainty_score":0.04607099,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Milena Pimentel","is_ca":true},{"name":"Justin West","is_ca":true},{"name":"Moashella Shortte","is_ca":true},{"name":"Kathryn S. Sexton","is_ca":true},{"name":"Thomas R. Fraser","is_ca":false},{"name":"Anne Briscombe","is_ca":true},{"name":"Krystin Tisch Johnson","is_ca":false},{"name":"Barbara Hamilton-Hinch","is_ca":true},{"name":"Crystal Watson","is_ca":true},{"name":"Jessie‐Lee D. McIsaac","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1014847551086987,"gpt":0.506755554817824,"spread":0.4052707997091253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01436579,0.0003688935,0.0002573362,0.001329962,0.01089911,0.005510123,0.001388739,0.0008161308,0.001863495],"category_scores_gemma":[0.009833105,0.0002829668,0.0002444677,0.0006613964,0.0143072,0.002485265,0.01090902,0.001812358,0.000215493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005380338,"about_ca_system_score_gemma":0.02258478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01958862,"about_ca_topic_score_gemma":0.08711097,"domain_scores_codex":[0.9915954,0.006571813,0.0001082247,0.0002672624,0.0007127512,0.0007443997],"domain_scores_gemma":[0.9940687,0.003450918,0.0004091168,0.0007197827,0.0005454241,0.0008060403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002274418,0.0002581175,0.006612633,0.000177756,0.000006432995,0.000508727,0.8518699,0.0001138435,0.001181525,0.02779304,0.001128412,0.1103268],"study_design_scores_gemma":[0.00002551489,0.0002365989,0.009929758,0.0007438652,0.00001617475,0.0005328412,0.9126018,0.0002050319,0.001321236,0.01242941,0.06193011,0.00002769802],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921368,0.001045624,0.01954431,0.006736854,0.0001657768,0.0006849394,0.00001270274,0.00004290425,0.07963014],"genre_scores_gemma":[0.9771183,0.0007668526,0.01486709,0.0006976002,0.0000160502,0.0003094794,0.00000741378,0.00001922554,0.006198142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01958862,"threshold_uncertainty_score":0.07597446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416199664","doi":"10.37291/2717638x.202563645","title":"Creating innovative Canadian approaches to anti-racism in early childhood: Transformative practices for addressing and disrupting racism","year":2025,"lang":"en","type":"article","venue":"Journal of Childhood Education & Society","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Racism; Transformative learning; Mainstream; Indigenous; Multiculturalism; Critical race theory; Ideology; Equity (law); Intersectionality; Critical theory","authors":[{"name":"Niveditha Menon","is_ca":true},{"name":"Lyle Hamm","is_ca":true},{"name":"Manju Varma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05092195213567863,"gpt":0.3498257366165116,"spread":0.2989037844808329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005901989,0.0007633814,0.0002622586,0.002116191,0.03502868,0.008295681,0.002265477,0.00219189,0.005658395],"category_scores_gemma":[0.005547407,0.000299967,0.0004463615,0.001543334,0.024138,0.002796564,0.009972985,0.005200073,0.0004128939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08987203,"about_ca_system_score_gemma":0.2675895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9240323,"about_ca_topic_score_gemma":0.9792605,"domain_scores_codex":[0.9953123,0.001778307,0.00006953264,0.0003241965,0.0009914815,0.001524132],"domain_scores_gemma":[0.9960099,0.0009006239,0.0002301268,0.0002602662,0.001023649,0.001575405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003379179,0.0001966606,0.006353178,0.0003527494,0.00001422748,0.0008600839,0.517173,0.0006254818,0.00155746,0.290138,0.03373851,0.1489568],"study_design_scores_gemma":[0.00001703278,0.00005929274,0.007860228,0.0008381988,0.00003419047,0.0003020231,0.4125714,0.0005615671,0.001548623,0.03162909,0.5445006,0.00007775494],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2508566,0.009959117,0.02713311,0.1554234,0.001669426,0.0006127903,0.0002024881,0.0004557377,0.5536873],"genre_scores_gemma":[0.9198077,0.005565529,0.02613824,0.005290238,0.00007120131,0.0001638676,0.00006127788,0.0001111329,0.04279086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08987203,"threshold_uncertainty_score":0.6520703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}