{"id":"W4366996553","doi":"10.1111/cdev.13920","title":"Latent profiles of children's shyness: Behavioral, affective, and physiological components","year":2023,"lang":"en","type":"article","venue":"Child Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Shyness; Psychology; Behavioral inhibition; Developmental psychology; Temperament; Anxiety; Personality; Social psychology","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":[0.0001639968,0.0002215999,0.0002988032,0.0001400125,0.000229748,0.00001572174,0.0001550521,0.0001068851,0.0002453196],"category_scores_gemma":[0.000006257399,0.0001786495,0.00007281429,0.0002954222,0.0001189008,0.0000423743,0.0001567057,0.0001563054,0.0003022988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003142261,"about_ca_system_score_gemma":0.00003002991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001853275,"about_ca_topic_score_gemma":0.000002148767,"domain_scores_codex":[0.9985393,0.00005792838,0.0003573743,0.0004400334,0.0002609729,0.0003444277],"domain_scores_gemma":[0.9995688,0.00002281682,0.0001069439,0.0001413707,0.00004380412,0.0001163216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223976,0.003267311,0.8991857,0.0001881504,0.0005469305,0.00003763824,0.00809481,0.000009417561,0.002637309,0.006793842,0.02283468,0.05618184],"study_design_scores_gemma":[0.0007713389,0.00005797962,0.9955074,0.0002003045,0.00001071002,0.00001126276,0.0001218841,0.000001355635,0.0006865942,0.0001972638,0.002194435,0.0002394655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966965,0.0002060929,0.00001119757,0.0004076891,0.0006168236,0.0004244973,0.00002356265,0.0001341111,0.001479474],"genre_scores_gemma":[0.9984732,0.0001119978,0.0001843604,0.0001607835,0.0001100225,0.00004904645,0.0002965847,0.00001732885,0.0005966731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09632174,"threshold_uncertainty_score":0.7285116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163369703281511,"score_gpt":0.3026528120160699,"score_spread":0.2510191149832547,"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."}}