{"id":"W4367173018","doi":"10.1177/09567976231163877","title":"iGen or <i>shy</i> Gen? Generational Differences in Shyness","year":2023,"lang":"en","type":"article","venue":"Psychological Science","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; Queen's University; University of Waterloo; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Shyness; Social psychology; Developmental psychology; Anxiety; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000407137,0.000104297,0.00009124107,0.0002176332,0.0002551803,0.0004344108,0.0001029338,0.0001597411,0.005843323],"category_scores_gemma":[0.0008563272,0.00006149383,0.0001420755,0.0001582024,0.0002694684,0.0002892703,0.0003807558,0.000286719,0.0002827707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638417,"about_ca_system_score_gemma":0.0001109057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978404,"about_ca_topic_score_gemma":0.004920378,"domain_scores_codex":[0.9999089,0.0000221749,0.00000546235,0.00001906707,0.00001369168,0.00003065166],"domain_scores_gemma":[0.9996896,0.00006185855,0.000146663,0.00004203239,0.00002216678,0.00003770668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003939795,0.0001469452,0.9447669,0.00005575697,0.0001206537,0.0002190544,0.005820125,0.00007577959,0.006779614,0.002190457,0.001383122,0.03804759],"study_design_scores_gemma":[0.000004405037,0.000089918,0.9959208,0.00001698452,0.00001391421,0.00005809635,0.001708986,0.00006020567,0.0004290458,0.0002562165,0.001437238,0.000004212039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970387,0.00008001793,0.0001467059,0.0001826905,0.00001587564,0.000010727,0.0001205012,0.000004469831,0.002400324],"genre_scores_gemma":[0.9988236,0.00006166421,0.00008644863,0.00008780874,0.000006132098,0.00001370123,0.00007179211,0.000001813442,0.0008469102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005843323,"threshold_uncertainty_score":0.01954782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606558052670263,"score_gpt":0.4421212793452968,"score_spread":0.2814654740782705,"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."}}