{"id":"W2808942790","doi":"10.31581/jbs-25.1-2.3(2015)","title":"Human Nature and Mental Health","year":2015,"lang":"en","type":"article","venue":"The Journal of Bahá’í Studies","topic":"Psychological Treatments and Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Perspective (graphical); Faith; Mental illness; Identity (music); Psychology; Epistemology; Psychotherapist; Sociology; Aesthetics; Philosophy; Computer science","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":[0.0007516138,0.00009745559,0.0002569342,0.00003451907,0.0001888191,0.00001044056,0.0001325497,0.00004067873,0.00003653934],"category_scores_gemma":[0.00002053241,0.00004544224,0.00003983766,0.00005694154,0.0001272408,0.00005078743,0.00006123744,0.0002847031,0.0000104909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005273314,"about_ca_system_score_gemma":0.00001271404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008812889,"about_ca_topic_score_gemma":0.000004058533,"domain_scores_codex":[0.9991741,0.0001722211,0.0002450691,0.00007348592,0.0001753207,0.0001597684],"domain_scores_gemma":[0.9994059,0.00005367589,0.0002655071,0.0001087633,0.00007257478,0.0000935683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003456311,0.0008505479,0.03405792,0.00001410736,0.002899981,0.0000799442,0.03153875,0.000001338312,0.0001340661,0.006343635,0.9083803,0.01535378],"study_design_scores_gemma":[0.01026746,0.008008587,0.6874118,0.0002101604,0.0001999788,0.001320344,0.1150087,7.726166e-7,0.0000286455,0.02601724,0.151176,0.0003503103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224579,0.05163588,0.000006351258,0.01423911,0.00127265,0.0001100736,0.000006569965,0.000008245125,0.01026321],"genre_scores_gemma":[0.9959262,0.00106167,0.0001338842,0.001533459,0.0001940452,0.000001387764,4.370284e-7,0.000005968281,0.001142955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7572043,"threshold_uncertainty_score":0.1853081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766578760584712,"score_gpt":0.5256316522772244,"score_spread":0.3489737762187533,"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."}}