{"id":"W4404068674","doi":"10.62754/joe.v3i7.4615","title":"Exploring the Impact of Parenting Styles on Children’s Academic and Mental Health","year":2024,"lang":"en","type":"article","venue":"Journal of Ecohumanism","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Psychology; Developmental psychology; Parenting styles; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001394746,0.00009646948,0.000202421,0.0001376731,0.0004772643,0.0001127134,0.0002251624,0.00003929133,0.00003136081],"category_scores_gemma":[0.0001849891,0.00006113019,0.0001737613,0.0001370172,0.0001239768,0.0004620932,0.00002544429,0.0005377356,0.000002005499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470613,"about_ca_system_score_gemma":0.0002796138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017531,"about_ca_topic_score_gemma":0.00006510875,"domain_scores_codex":[0.9986818,0.000194645,0.0003888502,0.00009351813,0.0003843795,0.0002567697],"domain_scores_gemma":[0.9991686,0.0002351078,0.0003753926,0.00006355414,0.00002464755,0.0001326779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009882815,0.0001695134,0.136465,0.00005353944,0.0008761032,0.00001031607,0.7489842,0.00009787904,0.002116313,0.02370093,0.009982348,0.07744502],"study_design_scores_gemma":[0.000539435,0.00106133,0.9598881,0.001390707,0.00004238953,0.00004837848,0.03073324,0.0000199452,0.0003911881,0.00425751,0.001367173,0.0002606167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994842,0.001309346,0.000006230248,0.001942101,0.0008294706,0.0001098994,0.00001726926,0.00001770662,0.0009259979],"genre_scores_gemma":[0.9974812,0.001482298,0.00001439933,0.00004731973,0.0009335335,5.837953e-7,5.928886e-7,0.00001264079,0.00002740339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.823423,"threshold_uncertainty_score":0.3670779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1537874168526169,"score_gpt":0.4210223158819624,"score_spread":0.2672348990293455,"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."}}