{"id":"W4294124555","doi":"10.1037/emo0001155","title":"Emotion dynamics among preadolescents getting to know each other: Dyadic associations with shyness.","year":2022,"lang":"en","type":"article","venue":"Emotion","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Shyness; Psychology; Friendship; Developmental psychology; Affect (linguistics); PsycINFO; Interpersonal relationship; Social psychology; Anxiety; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003670266,0.00019557,0.0002109167,0.0001748717,0.0008574437,0.00005254044,0.000190638,0.00007634767,0.0008893376],"category_scores_gemma":[0.00001465167,0.0001986994,0.0001147701,0.0005134133,0.00002999585,0.0001174332,0.00007832618,0.0003399277,0.0002016843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005280345,"about_ca_system_score_gemma":0.00004765294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002055642,"about_ca_topic_score_gemma":0.0001306506,"domain_scores_codex":[0.9981649,0.0002185191,0.0003056111,0.0004582948,0.0004829546,0.0003697407],"domain_scores_gemma":[0.999382,0.00002362742,0.000183733,0.0002036203,0.00007740392,0.0001295987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998964,0.002627949,0.8999154,0.00006594506,0.0008951834,0.00001954546,0.01192846,0.001621423,0.0001109269,0.01912991,0.02763585,0.03584952],"study_design_scores_gemma":[0.0007017971,0.0001486426,0.9913173,0.00007450159,0.0001146645,0.00001095406,0.001697089,0.0002154416,0.000007425525,0.0004987061,0.004897959,0.0003155035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670655,0.00008762257,0.006613937,0.004913307,0.002159069,0.0008083164,0.0001935573,0.0002407778,0.01791795],"genre_scores_gemma":[0.9900098,0.000002555015,0.0001931054,0.001237103,0.0003435188,0.00006397495,0.0004878971,0.00004113482,0.007620888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09140193,"threshold_uncertainty_score":0.9737623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123054361906212,"score_gpt":0.2585585114109727,"score_spread":0.2462530752203515,"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."}}