{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004092691,0.0001937135,0.0001985819,0.0002229573,0.001226632,0.0002424152,0.0002485698,0.00006886406,0.0003888208],"category_scores_gemma":[0.0000534919,0.0002081999,0.00002632194,0.0003638644,0.00005790237,0.0001756724,0.0003942062,0.0003001553,0.0000133994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120619,"about_ca_system_score_gemma":0.0006437956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01827437,"about_ca_topic_score_gemma":0.01695579,"domain_scores_codex":[0.9978144,0.0002385258,0.0003035898,0.0005368586,0.0006914578,0.0004151785],"domain_scores_gemma":[0.9993821,0.00004611472,0.00007581125,0.0001553674,0.00004555825,0.0002950738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001410555,0.00004615039,0.5586702,0.000004857842,0.00002135766,0.00000377142,0.3976522,0.00000437775,9.679087e-7,0.0003807901,0.0006754232,0.04252572],"study_design_scores_gemma":[0.0005278558,0.00003002302,0.8555685,0.0001031576,0.000006427686,5.768746e-7,0.04402617,2.092977e-7,0.00002300839,0.00004086558,0.0994176,0.0002556116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933185,0.001838444,0.00000439224,0.001401794,0.0004110631,0.0008689609,0.00005584737,0.00008483998,0.002016135],"genre_scores_gemma":[0.9956465,0.0001205111,0.001936282,0.0006726194,0.0002231807,0.000169529,0.0002367275,0.00002043575,0.0009742651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3536261,"threshold_uncertainty_score":0.988263,"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."}}