{"id":"W4243223730","doi":"10.32920/ryerson.14656950","title":"Experiences working split shifts: a phenomenological study of early childhood educators","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":"Workforce; Feeling; Space (punctuation); Psychology; Social psychology; Compensation (psychology); Work (physics); Sociology; Political science; Law; Engineering","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":[0.009106802,0.0009214674,0.001664509,0.002093766,0.0138152,0.006806443,0.002620833,0.002296754,0.002980511],"category_scores_gemma":[0.0118277,0.001162045,0.0006639994,0.001713025,0.01395585,0.006196163,0.008139933,0.006333422,0.000719233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006871463,"about_ca_system_score_gemma":0.007031308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156383,"about_ca_topic_score_gemma":0.06554193,"domain_scores_codex":[0.9939977,0.003485588,0.0002716273,0.0005217391,0.0007549299,0.000968513],"domain_scores_gemma":[0.9903136,0.005611276,0.0008639179,0.0002939291,0.001000206,0.00191709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001494862,0.00003380354,0.001855267,0.0000577657,0.000002195019,0.0006761866,0.9957508,0.000008360558,0.0002172164,0.0002354435,0.0002199499,0.0009282004],"study_design_scores_gemma":[0.000001081178,0.0000201302,0.0008706929,0.00007198228,0.000001378402,0.0001638435,0.9963974,0.00000859982,0.00003603522,0.00005856009,0.00236437,0.000005912346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914449,0.001279228,0.001005295,0.001596351,0.000106496,0.0001413016,0.0001154433,0.00001207266,0.004298894],"genre_scores_gemma":[0.9908126,0.002109885,0.0009429892,0.001184619,0.00003605513,0.0001674034,0.00009597762,0.00004251461,0.004607965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156383,"threshold_uncertainty_score":0.04985619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543602568193884,"score_gpt":0.3252788416633927,"score_spread":0.2798428159814538,"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."}}