{"id":"W4223472343","doi":"10.29173/cjfy29829","title":"Children's Construction of their own Happiness and Wellbeing as Agents of Socialization","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Happiness; Socialization; Psychology; Social psychology; Developmental psychology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001588599,0.0001423233,0.0003107072,0.0006232329,0.0004612805,0.00004186925,0.000206547,0.0001283458,0.00007247314],"category_scores_gemma":[0.00009315519,0.0001452206,0.00007512929,0.00026255,0.0002805108,0.0001545951,0.00001705147,0.0005215218,2.233029e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431452,"about_ca_system_score_gemma":0.002809966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02166324,"about_ca_topic_score_gemma":0.004417116,"domain_scores_codex":[0.9982991,0.0005602295,0.0005224652,0.0001298744,0.0001513371,0.0003370097],"domain_scores_gemma":[0.9984214,0.0000859993,0.0007020397,0.00008783225,0.0002013738,0.0005013872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002672744,0.000103006,0.7846528,0.000034983,0.0006081198,0.0002866235,0.1850531,0.0002035361,0.0005245968,0.01138238,0.005036515,0.01184712],"study_design_scores_gemma":[0.001480232,0.0002336234,0.8602366,0.00007904755,0.00008787912,0.007105702,0.1239002,0.00000749845,0.00004854803,0.003551231,0.003090618,0.0001787792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914082,0.001953002,0.0001239523,0.0006664493,0.001350289,0.00008076237,0.00006878249,0.000002593819,0.004346026],"genre_scores_gemma":[0.9986416,0.0002907884,0.0002158518,0.0005267984,0.0001610179,0.000002226711,0.00001381699,0.00001857311,0.0001293364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07558383,"threshold_uncertainty_score":0.9848516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171106325684736,"score_gpt":0.2726517449832086,"score_spread":0.255541112414735,"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."}}