{"id":"W4416894536","doi":"10.1016/j.paid.2025.113581","title":"Characterizing the dark side of social anxiety in adolescence: A replication and extension study","year":2025,"lang":"en","type":"article","venue":"Personality and Individual Differences","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Extension (predicate logic); Replication (statistics); Great Rift; Anxiety; Social anxiety; Social relation","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":[0.0007621745,0.0001585523,0.0002620882,0.0001636193,0.0002786562,0.00006219016,0.0001788067,0.00009802204,0.00004240412],"category_scores_gemma":[0.000248709,0.0001100808,0.00003470938,0.0005232386,0.0003067704,0.0001170214,0.0001226248,0.0002074899,0.000001336795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013025,"about_ca_system_score_gemma":0.000027253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003614214,"about_ca_topic_score_gemma":0.00008088312,"domain_scores_codex":[0.9983796,0.0003496625,0.0002869514,0.0005695444,0.0002303013,0.0001838834],"domain_scores_gemma":[0.9992237,0.000264302,0.0001738549,0.0002123586,0.00009412329,0.00003167752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004721,0.000545717,0.826153,0.0000433262,0.00007094117,3.939451e-7,0.02688753,3.72791e-9,0.0001809421,0.0004784239,0.00009536881,0.1454438],"study_design_scores_gemma":[0.000698122,0.0001102788,0.9732414,0.00007101864,0.00007429429,0.000001749612,0.02378813,0.000002914338,0.00007620095,0.001589954,0.0002457865,0.0001001146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944657,0.002080336,0.00002428478,0.0008780849,0.0001521974,0.0004356538,0.00005916948,0.00001785342,0.00188671],"genre_scores_gemma":[0.9978544,0.001538804,0.00001754028,0.0002936388,0.00005508461,0.00009355152,0.00001600806,0.000005091982,0.0001258402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1470884,"threshold_uncertainty_score":0.4488964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07551308021652665,"score_gpt":0.3647949444402703,"score_spread":0.2892818642237436,"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."}}