{"id":"W4417080233","doi":"10.1016/j.wss.2025.100331","title":"Social well-being of Canadian adolescents: A national socioecological analysis of individual, household, and living area correlates","year":2025,"lang":"en","type":"article","venue":"Wellbeing Space and Society","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McGill University","funders":"Queen's University; Canada Research Chairs; McGill University","keywords":"Metropolitan area; Census; Odds; Population; Life course approach; Social engagement; Rural area; Survey data collection; Operationalization","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001133778,0.0003449727,0.0004140646,0.003040141,0.003626677,0.001455227,0.001136542,0.0003281438,0.001512707],"category_scores_gemma":[0.002200206,0.0002762898,0.0007778543,0.006751193,0.00080143,0.0004606459,0.001703902,0.0007703453,0.000168201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01983541,"about_ca_system_score_gemma":0.02275337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909455,"about_ca_topic_score_gemma":0.994844,"domain_scores_codex":[0.9992481,0.00004983645,0.00004697601,0.000103217,0.0003174056,0.00023443],"domain_scores_gemma":[0.9982394,0.00006996268,0.0002911169,0.00006149551,0.000900961,0.0004371063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001985216,0.00002316086,0.9923043,0.00003921363,0.00004131812,0.00003223008,0.00213233,0.00003924988,0.00005722399,0.0001836087,0.0009730245,0.004154393],"study_design_scores_gemma":[0.000001105509,0.000005949792,0.997086,0.00002394661,0.00001007785,0.0000134634,0.001933536,0.00007518328,0.00001417257,0.00001961557,0.0008112569,0.000005818554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901313,0.0007712627,0.0001149584,0.0003140499,0.00001205007,0.00006160899,0.005530925,0.000007917812,0.003055937],"genre_scores_gemma":[0.9956344,0.0006227528,0.0002387687,0.00006981844,0.000005265242,0.0000382195,0.003056277,0.000005013059,0.0003295753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01983541,"threshold_uncertainty_score":0.1439167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516091962401672,"score_gpt":0.2973816781527679,"score_spread":0.2722207585287512,"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."}}