{"id":"W4253786705","doi":"10.32920/ryerson.14663211","title":"Moving toward gender fluid discourses in early childhood settings: ECEs share their experiences and ideas","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Winnipeg; Education and Early Childhood Development","funders":"","keywords":"Perspective (graphical); Early childhood education; Queer; Gender studies; Focus group; Queer theory; Sociology; Qualitative research; Pedagogy; Social justice; Early childhood; Psychology; Developmental psychology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009827624,0.0006016355,0.0007845505,0.002471929,0.01186993,0.01149212,0.001365947,0.002459961,0.002373022],"category_scores_gemma":[0.01269544,0.0005051324,0.0003661643,0.001660542,0.02402758,0.009504099,0.01250151,0.004815747,0.0002448355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004503751,"about_ca_system_score_gemma":0.003935441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008219818,"about_ca_topic_score_gemma":0.01179505,"domain_scores_codex":[0.9918492,0.005659997,0.0002396803,0.0004792393,0.0007759543,0.000995985],"domain_scores_gemma":[0.9929556,0.004450609,0.0006796609,0.0004241549,0.0005032986,0.0009866098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000723521,0.000008702081,0.00113646,0.00002310924,0.000001448243,0.0004419343,0.9916661,0.000009177548,0.0001869815,0.004316036,0.0001371579,0.002065546],"study_design_scores_gemma":[0.000001144422,0.000009970629,0.0008684085,0.00008628724,0.000002276407,0.0004083457,0.9867857,0.00001403978,0.0001723203,0.001091477,0.01055227,0.000007670949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640527,0.002756351,0.003174567,0.005679858,0.0001271363,0.0000440347,0.00003151229,0.00003599297,0.02409794],"genre_scores_gemma":[0.9947285,0.0008677209,0.00074059,0.0004931043,0.00001100793,0.00002541527,0.00001351781,0.00001935074,0.003100912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186993,"threshold_uncertainty_score":0.05197412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423290103907706,"score_gpt":0.2973560037378202,"score_spread":0.2631231026987432,"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."}}