{"id":"W4240645733","doi":"10.32920/ryerson.14664579","title":"Exploring children's perceptions of work and play in kindergarten classrooms","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Early Childhood Education and Development","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; Work (physics); Psychology; Categorization; Task (project management); Early childhood education; Early childhood; Product (mathematics); Qualitative research; 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":[0.002316002,0.0005539319,0.0006351101,0.001661539,0.002962787,0.003594851,0.0008535584,0.0005635386,0.002119237],"category_scores_gemma":[0.004386729,0.0005763964,0.0003818879,0.001208375,0.004775007,0.001323666,0.002603453,0.001399666,0.0001902313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003447382,"about_ca_system_score_gemma":0.002016058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04083161,"about_ca_topic_score_gemma":0.08357301,"domain_scores_codex":[0.9982158,0.0006687621,0.0001121254,0.0001887889,0.0003184198,0.000496128],"domain_scores_gemma":[0.9967462,0.001856831,0.0005857811,0.0001123276,0.0003370646,0.0003617131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000420271,0.00006125213,0.0444539,0.0001166748,0.000007030268,0.0008430767,0.9466872,0.00005863221,0.002096669,0.0005843521,0.0001109456,0.004938201],"study_design_scores_gemma":[0.000003217921,0.00005034041,0.04475164,0.0000836181,0.000006160478,0.0002219803,0.9521662,0.0000305777,0.0004639433,0.0001001194,0.002108509,0.00001369792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99678,0.0002241091,0.0002601006,0.0001000051,0.000004852876,0.00001928627,0.00005103711,0.000004352601,0.002556271],"genre_scores_gemma":[0.9981611,0.0003309725,0.0002536608,0.00002481183,0.000001912088,0.00003652812,0.00002894472,0.000004589298,0.001157378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04083161,"threshold_uncertainty_score":0.08118784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06787137450031612,"score_gpt":0.3022112626348025,"score_spread":0.2343398881344864,"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."}}