{"id":"W4226139705","doi":"10.1111/bjdp.12411","title":"Motivations for social withdrawal and academic adjustment in emerging adulthood","year":2022,"lang":"en","type":"article","venue":"British Journal of Developmental Psychology","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Shyness; Psychology; Developmental psychology; Conscientiousness; Social anxiety; Social withdrawal; Academic achievement; Anxiety; Multilevel model; Personality; Clinical psychology; Big Five personality traits; Social psychology; Extraversion and introversion; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009658106,0.0000647862,0.000174264,0.0001318478,0.000758586,0.00001937478,0.0002013286,0.00005913366,0.0001149099],"category_scores_gemma":[0.00007836775,0.00008831581,0.00004350053,0.0002759693,0.0001029954,0.0001997859,0.00003991972,0.0004695054,8.865311e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088909,"about_ca_system_score_gemma":0.000202496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005954024,"about_ca_topic_score_gemma":0.0005252942,"domain_scores_codex":[0.9987093,0.0001746168,0.0004221511,0.0001488201,0.0002677593,0.0002773702],"domain_scores_gemma":[0.9995747,0.00005157459,0.0002188007,0.00001858405,0.00006507698,0.00007127206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004922996,0.0004517498,0.3819185,0.00002470458,0.0001270026,0.0002612544,0.1293414,0.00002447091,0.001503316,0.003725844,0.04697973,0.4351497],"study_design_scores_gemma":[0.002845304,0.0001021036,0.9109754,0.00006228007,0.00001142736,0.0007998522,0.04857974,0.000002182951,0.00001329507,0.003995521,0.03241141,0.0002015076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935708,0.001375703,0.000232586,0.003020264,0.0006310469,0.0001922108,0.00001866182,0.000007613253,0.0009511373],"genre_scores_gemma":[0.9933906,0.0007148547,0.004536855,0.0009768731,0.00024691,0.00003760227,0.000004075543,0.000009447865,0.00008284828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5290568,"threshold_uncertainty_score":0.5834507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04136074799708769,"score_gpt":0.3566953090342889,"score_spread":0.3153345610372012,"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."}}