{"id":"W3082737885","doi":"10.1080/10409289.2020.1808427","title":"Pathways to Kindergarten: A Latent Class Analysis of Children’s Time in Early Education and Care","year":2020,"lang":"en","type":"article","venue":"Early Education and Development","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"Institute of Education Sciences","keywords":"Psychology; Developmental psychology; Early childhood education; Aggression; Psychological intervention; Latent class model; Early childhood; Social skills; Cognitive development; Multilevel model; Cognition","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":[0.002617633,0.0005097694,0.0006112858,0.002263969,0.001264039,0.003257652,0.001090196,0.0004070342,0.003042767],"category_scores_gemma":[0.005289763,0.0003815321,0.001460107,0.002560721,0.000909315,0.001337943,0.003153137,0.001214729,0.0002626317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043512,"about_ca_system_score_gemma":0.002789311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08078513,"about_ca_topic_score_gemma":0.07107734,"domain_scores_codex":[0.9979464,0.0006617545,0.0001419428,0.0003619836,0.0002989216,0.0005889582],"domain_scores_gemma":[0.9965706,0.0009384251,0.001213388,0.0004437592,0.0003080045,0.0005257638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001005614,0.0001110436,0.9911049,0.00001422217,0.00009084208,0.00004189667,0.00420109,0.0002946848,0.0001569106,0.0003431408,0.0001147917,0.003425826],"study_design_scores_gemma":[0.000006831996,0.00004957296,0.9909655,0.00001890832,0.00002769567,0.00002855504,0.006751255,0.001564021,0.00007384863,0.000259506,0.0002441391,0.00001020028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990035,0.00003087904,0.0003928358,0.00003989603,0.000001886007,0.00002615001,0.0003048937,0.000004581775,0.0001953824],"genre_scores_gemma":[0.9984956,0.00004702204,0.0004500724,0.000005166802,0.000001600887,0.00005626256,0.0007159217,0.000005337925,0.0002230667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08078513,"threshold_uncertainty_score":0.1606298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501486022384186,"score_gpt":0.2586725871039135,"score_spread":0.2436577268800716,"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."}}