{"id":"W2965024180","doi":"10.21810/sfuer.v12i2.932","title":"Listening to Young Children: A Mosaic approach","year":2019,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Active listening; Mosaic; Early childhood education; Ethnography; Inclusion (mineral); Psychology; Early childhood; Childhood studies; Quality (philosophy); Pedagogy; Developmental psychology; Sociology; Social psychology; Communication; Geography; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01444554,0.0007690936,0.0009718403,0.007709314,0.006059759,0.01122321,0.002737257,0.002921934,0.003603725],"category_scores_gemma":[0.006721193,0.0006827157,0.0007462462,0.004317848,0.0242271,0.01123087,0.007766688,0.003185076,0.0004111931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0108174,"about_ca_system_score_gemma":0.007210013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009982863,"about_ca_topic_score_gemma":0.0182752,"domain_scores_codex":[0.9909113,0.007417824,0.0002570782,0.0004196568,0.000670033,0.0003241762],"domain_scores_gemma":[0.9945014,0.004233235,0.0002618573,0.0002974088,0.0004226684,0.0002834302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003995529,0.00005075109,0.001303135,0.00139484,0.00003074281,0.0006058365,0.3563959,0.0002225999,0.000516791,0.5654302,0.002689765,0.07131948],"study_design_scores_gemma":[0.00003694872,0.0001335118,0.003416339,0.004936569,0.00009754456,0.002016903,0.451377,0.000868999,0.0005287652,0.2027002,0.3338487,0.00003858549],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1377815,0.2284533,0.2030546,0.05634144,0.002275204,0.00261401,0.0002906273,0.0002049119,0.3689845],"genre_scores_gemma":[0.7608142,0.1066786,0.1046716,0.004312772,0.0005131366,0.003430654,0.0001163573,0.0001351989,0.01932742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01444554,"threshold_uncertainty_score":0.07848614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425747099870939,"score_gpt":0.3276167037718897,"score_spread":0.3133592327731803,"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."}}