{"id":"W404690193","doi":"10.1177/1476718x15579740","title":"Canadian early childhood educators’ perceptions of young children’s gender-role play and cultural identity","year":2015,"lang":"en","type":"article","venue":"Journal of Early Childhood Research","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Brock University","funders":"","keywords":"Psychology; Perception; Identity (music); Developmental psychology; Early childhood education; Early childhood; Cultural identity; Diversity (politics); Cultural diversity; Gender identity; Qualitative research; Social psychology; Gender studies; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002747912,0.0003167309,0.0003782015,0.001466824,0.01084406,0.003685114,0.0007363945,0.0005299622,0.003177352],"category_scores_gemma":[0.006136068,0.0002937935,0.0002288459,0.001843194,0.003701407,0.0008743711,0.002399002,0.001322869,0.0001313088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02894005,"about_ca_system_score_gemma":0.04736492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806636,"about_ca_topic_score_gemma":0.9923967,"domain_scores_codex":[0.997614,0.0003704594,0.00007524584,0.0001271359,0.0008992017,0.0009138861],"domain_scores_gemma":[0.9950262,0.0009184101,0.0005474277,0.00007875133,0.001707081,0.001722161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007865202,0.00007642579,0.205192,0.0001237557,0.00001207144,0.0009102141,0.7648296,0.00008879398,0.0007561313,0.00225473,0.002033638,0.02364394],"study_design_scores_gemma":[0.000005499304,0.00004076563,0.1797632,0.0002126312,0.00001173271,0.0002117503,0.8043557,0.00003579625,0.0001780641,0.0001289115,0.01502578,0.00003017921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825912,0.0007933339,0.00008544579,0.0007831105,0.00002153219,0.00001827488,0.00008909207,0.000004667645,0.01561342],"genre_scores_gemma":[0.9963151,0.001005763,0.0001095084,0.00012657,0.000002367883,0.000009809971,0.00005066631,0.000003203938,0.002377007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02894005,"threshold_uncertainty_score":0.2099757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05547846354019153,"score_gpt":0.3655262128234288,"score_spread":0.3100477492832373,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}