{"id":"W2927031829","doi":"10.22215/etd/2018-12961","title":"What are They Thinking? Examining Complex Links Among Social Withdrawal, Maladaptive Cognitions, and Internalizing Problems in Children and Emerging Adults","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Shyness; Psychology; Social anxiety; Cognition; Developmental psychology; Social inhibition; Anxiety; Social cognitive theory; Clinical psychology; Psychiatry","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":[0.002029497,0.0003936227,0.0005848138,0.001016074,0.0007552386,0.002630905,0.0004571989,0.0007934874,0.001242994],"category_scores_gemma":[0.005282048,0.0006419625,0.0006671794,0.0007527127,0.001200547,0.001871474,0.0009765262,0.001818344,0.0001677053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000922576,"about_ca_system_score_gemma":0.001471559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109357,"about_ca_topic_score_gemma":0.02697779,"domain_scores_codex":[0.9993703,0.0001615578,0.00006918184,0.00009829328,0.0001635033,0.0001372058],"domain_scores_gemma":[0.9973664,0.0006662047,0.001207956,0.0001089489,0.0002866045,0.0003638638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002242073,0.000105016,0.9744939,0.00008491663,0.00006145047,0.0001219542,0.01537401,0.00002408014,0.0002860757,0.0002046923,0.000202341,0.009019136],"study_design_scores_gemma":[0.000003920568,0.00006181643,0.9742786,0.0001077918,0.00004366598,0.000175613,0.02445967,0.00006740145,0.00009153695,0.0002366182,0.0004660455,0.000007144487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983589,0.0005736891,0.00004873427,0.0003028467,0.00001040451,0.00001213688,0.00003721142,0.000001327792,0.0006547642],"genre_scores_gemma":[0.9967538,0.002008193,0.0003708973,0.0002629875,0.00001785806,0.00004137175,0.0001169924,0.0000033337,0.0004246533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109357,"threshold_uncertainty_score":0.02174407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209037990806985,"score_gpt":0.2857002616514849,"score_spread":0.263609881743415,"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."}}