{"id":"W3208477049","doi":"10.32920/ryerson.14664579.v1","title":"Exploring children's perceptions of work and play in kindergarten classrooms","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Education and Early Childhood Development","funders":"","keywords":"Perception; Psychology; Work (physics); Categorization; Task (project management); Early childhood education; Early childhood; Qualitative research; Product (mathematics); Developmental psychology; Pedagogy; Sociology; Computer science; Engineering","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":[0.002477607,0.0005295892,0.0006192862,0.001666035,0.002927298,0.003670665,0.0008728278,0.0005810742,0.002190808],"category_scores_gemma":[0.00479359,0.0005231131,0.0003769895,0.00114572,0.005361493,0.001527674,0.002825031,0.001419147,0.0001760455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003419167,"about_ca_system_score_gemma":0.002022248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04077474,"about_ca_topic_score_gemma":0.07826564,"domain_scores_codex":[0.9980173,0.0007592611,0.0001250877,0.0002015006,0.0003606757,0.0005361618],"domain_scores_gemma":[0.9964932,0.001998561,0.0006590334,0.0001250637,0.0003287529,0.0003954244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000036439,0.00005550125,0.03819378,0.00009991711,0.000006108897,0.0007771956,0.9535806,0.0000552129,0.001974818,0.0006599909,0.00009291706,0.004467497],"study_design_scores_gemma":[0.000003100954,0.00004669664,0.0416671,0.000078973,0.000005480008,0.0002059911,0.9551598,0.00003069321,0.0004695693,0.0001203874,0.002199074,0.00001310108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966013,0.0002008338,0.0002479581,0.0001060604,0.000004351808,0.00001974436,0.00004482401,0.000004205306,0.002770574],"genre_scores_gemma":[0.9982256,0.0002833555,0.0002265389,0.00002231186,0.000001873296,0.00003478965,0.00002577653,0.000004262006,0.001175433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04077474,"threshold_uncertainty_score":0.08107477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005778553099382,"score_gpt":0.3175967001090542,"score_spread":0.217018844799116,"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."}}