{"id":"W4212888351","doi":"10.1080/03004430.2022.2042279","title":"Children’s engagement in Quebec childcare centres: progression from 3 to 5 years old and predictor variables","year":2022,"lang":"en","type":"article","venue":"Early Child Development and Care","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Context (archaeology); Socioeconomic status; Developmental psychology; Student engagement; Construct (python library); Longitudinal study; Demography; Sociology; Population; Geography; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001085103,0.0004165739,0.0002837126,0.001298164,0.001491103,0.001809821,0.001355487,0.0006954955,0.002968927],"category_scores_gemma":[0.002494622,0.0002432062,0.00077797,0.001511436,0.0005243731,0.0006729275,0.001498749,0.001501646,0.000385925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009099111,"about_ca_system_score_gemma":0.005223254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8828142,"about_ca_topic_score_gemma":0.9370735,"domain_scores_codex":[0.9992581,0.00008550187,0.00003371317,0.00009788862,0.0001701871,0.0003546006],"domain_scores_gemma":[0.9975536,0.0002166198,0.0007664298,0.00007217097,0.0006815728,0.0007096971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002575978,0.00002825764,0.9960626,0.000008487702,0.00001401282,0.00004707835,0.00124076,0.00006393216,0.00005213474,0.00003281115,0.0002770983,0.002147058],"study_design_scores_gemma":[3.404996e-7,0.00001055686,0.9988381,0.000008965278,0.000002336648,0.000009538529,0.0008605242,0.00005697082,0.00001190369,0.000004124855,0.000194428,0.000002193656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972745,0.0002153737,0.00006561777,0.0001112228,0.000005353428,0.00001591173,0.001169767,0.000009888082,0.001132467],"genre_scores_gemma":[0.9969895,0.0001617447,0.0001470027,0.00002101982,0.00000261379,0.00003006388,0.001589831,0.000003390648,0.001054848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171858,"threshold_uncertainty_score":0.2357519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007793542109690234,"score_gpt":0.2438601549705503,"score_spread":0.2360666128608601,"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."}}