{"id":"W7154671813","doi":"","title":"Risk factors for the development of loneliness: A latent profile analysis of motivations for social withdrawal, experiences of solitude, and individual dispositions in late childhood and early adolescence.","year":2025,"lang":"en","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Solitude; Extraversion and introversion; Personality; Big Five personality traits; Shyness; Late childhood; Affect (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007416706,0.0004143837,0.000248632,0.0008429374,0.0003413642,0.0006653744,0.0002593375,0.0003355049,0.0008377299],"category_scores_gemma":[0.001970878,0.0003035577,0.0006146368,0.0005231819,0.0002784365,0.0004633074,0.0008362386,0.0006226384,0.000105639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821368,"about_ca_system_score_gemma":0.0004135904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004262851,"about_ca_topic_score_gemma":0.008502808,"domain_scores_codex":[0.9996935,0.0001034387,0.00002595317,0.00004789551,0.00005327306,0.0000759157],"domain_scores_gemma":[0.9990174,0.0001850549,0.0004564646,0.00007471198,0.00006608215,0.0002002423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002563142,0.00004250826,0.9982505,0.000003957739,0.00002469147,0.00003331116,0.0002709913,0.00002032348,0.0001540632,0.00002540316,0.00001950907,0.00112904],"study_design_scores_gemma":[9.963396e-7,0.00002358381,0.999388,0.000003458932,0.0000066689,0.00006294277,0.0002937216,0.0001549991,0.00001979302,0.00001773724,0.00002707228,0.000001213537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997235,0.00003715799,0.00008315327,0.00001274657,8.331972e-7,0.000005275167,0.00004481994,8.370664e-7,0.0000916698],"genre_scores_gemma":[0.9995075,0.00004307343,0.0001794233,0.000003373276,0.000001680121,0.00001218759,0.0001922623,8.873175e-7,0.00005959469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004262851,"threshold_uncertainty_score":0.008476079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0466400152264974,"score_gpt":0.3267467036829848,"score_spread":0.2801066884564874,"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."}}