{"id":"W4395955711","doi":"10.29173/cjfy30070","title":"Students’ Perceptions about Society and Life Satisfaction: Evidence from Pakistan","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life satisfaction; Perception; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007642323,0.000165291,0.0002345409,0.000963944,0.0008975053,0.000791501,0.0001562102,0.0002906237,0.003180262],"category_scores_gemma":[0.002002161,0.0001315249,0.000203816,0.001401068,0.000784046,0.0003580908,0.0005549412,0.0004518369,0.000245786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676945,"about_ca_system_score_gemma":0.0007721213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02447471,"about_ca_topic_score_gemma":0.03097786,"domain_scores_codex":[0.999691,0.00007461306,0.00002696102,0.00003644787,0.00009392963,0.00007713557],"domain_scores_gemma":[0.998243,0.0005445926,0.0005281676,0.00005640496,0.00027141,0.0003564679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005222717,0.00009840282,0.9861761,0.00004366924,0.00002093036,0.0001148963,0.004055729,0.00001757332,0.00008154684,0.00009074652,0.0002053414,0.009042791],"study_design_scores_gemma":[0.000003729275,0.00008568037,0.9929218,0.0000282652,0.00000930666,0.00008393034,0.006169734,0.00001689253,0.00002744619,0.00002804358,0.000622176,0.000003104157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984327,0.0002048465,0.0000166351,0.0001189746,0.000004666303,0.00000386634,0.0000999145,4.164146e-7,0.001117966],"genre_scores_gemma":[0.9993978,0.0003805358,0.00001256862,0.00003857127,0.00000571596,0.000002297887,0.00007316338,3.682269e-7,0.0000890189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02447471,"threshold_uncertainty_score":0.04866451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021931637373941,"score_gpt":0.3370274836585444,"score_spread":0.306808167284805,"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."}}