{"id":"W2991880890","doi":"","title":"Analysis of Young Children's Peer Relationships Using Various Methods including Social Network Analysis","year":2012,"lang":"en","type":"article","venue":"Early childhood education","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Social network analysis; Psychology; Developmental psychology; Network analysis; Social psychology; Sociology; Social science; Engineering; Social capital","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535783,0.0005114312,0.0004729493,0.00715202,0.001063345,0.0007261159,0.000586107,0.0001661042,0.005259093],"category_scores_gemma":[0.004761414,0.0001453554,0.0006297328,0.00631289,0.0002007672,0.0006671126,0.001007797,0.0003695095,0.0003515946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006263308,"about_ca_system_score_gemma":0.001027935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01777976,"about_ca_topic_score_gemma":0.03057229,"domain_scores_codex":[0.9988816,0.0005064525,0.0001390184,0.0001423982,0.0001983439,0.0001321928],"domain_scores_gemma":[0.996926,0.001737644,0.0004553552,0.00019823,0.0004725614,0.0002102244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002203593,0.0001966274,0.8958403,0.0002965021,0.0002912871,0.0002561726,0.00565721,0.0007187141,0.002577272,0.001092142,0.0008398474,0.09201358],"study_design_scores_gemma":[0.000005718958,0.0001447295,0.9808959,0.00003074363,0.0001438793,0.0002222953,0.01048394,0.003774597,0.001571798,0.0003462279,0.002366227,0.00001398561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797227,0.0002715714,0.01046014,0.00005998481,0.00001747693,0.0003439197,0.003792484,0.00007870384,0.005253054],"genre_scores_gemma":[0.9806333,0.0002939898,0.01435758,0.000007175056,0.0000131732,0.0005823075,0.001988676,0.00001761817,0.002106145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01777976,"threshold_uncertainty_score":0.03535253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.071184399154468,"score_gpt":0.4078531423564764,"score_spread":0.3366687432020084,"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."}}