{"id":"W3093191794","doi":"10.3390/children7100186","title":"Longitudinal Predictors of Self-Regulation at School Entry: Findings from the All Our Families Cohort","year":2020,"lang":"en","type":"article","venue":"Children","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Alberta Children's Hospital Research Institute; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Max Bell Foundation","keywords":"Cohort; Longitudinal study; Longitudinal data; Psychology; Demography; Developmental psychology; Medicine; Gerontology; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009086364,0.0003562481,0.0003828306,0.0009491846,0.0009236725,0.0009595078,0.0005619295,0.0005504335,0.001315028],"category_scores_gemma":[0.002119874,0.000413051,0.0005619073,0.001274151,0.0002754999,0.0007013816,0.0008693928,0.00105974,0.0002075424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299203,"about_ca_system_score_gemma":0.0005897186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06697857,"about_ca_topic_score_gemma":0.06009967,"domain_scores_codex":[0.9994959,0.00009783454,0.00004532384,0.0001288391,0.00008382249,0.0001483067],"domain_scores_gemma":[0.9984634,0.0001552038,0.000630275,0.0001363996,0.0001639358,0.0004509223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002901952,0.00003185193,0.9991931,0.00000235333,0.00002516796,0.0000431186,0.0002118756,0.00001184863,0.00004677039,0.000009174458,0.00007398391,0.0003216928],"study_design_scores_gemma":[0.000002037271,0.00002935023,0.9994217,0.000003722126,0.00001607875,0.00005823811,0.0003360931,0.00003637413,0.00001075372,0.000006692751,0.00007666639,0.000002354969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992417,0.00009826639,0.00002515359,0.00003364218,0.000002889276,0.000003784659,0.0004351123,0.000002026997,0.0001575086],"genre_scores_gemma":[0.9992632,0.00009171257,0.00003255103,0.00001785715,0.00000381604,0.000009511652,0.0004455901,0.000002214969,0.0001335166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06697857,"threshold_uncertainty_score":0.1331775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507308694890171,"score_gpt":0.2551827541444334,"score_spread":0.2401096671955317,"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."}}