{"id":"W4396513825","doi":"10.61838/kman.psychnexus.1.2.19","title":"Building Psychological Strengths: A Study on the Effectiveness of Psychological Capital Workshops in Improving Adaptive Behavior Among Patients with Physical Disabilities","year":2024,"lang":"en","type":"article","venue":"KMAN Counseling and Psychology Nexus","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Capital (architecture); Adaptive behavior; Applied psychology; Clinical psychology; Developmental psychology; Geography","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":[0.002133156,0.0001987266,0.0003002059,0.0000995999,0.0003553106,0.00007852336,0.0002341286,0.0001634416,0.00006822756],"category_scores_gemma":[0.0003737408,0.0001219425,0.00007531079,0.0003845605,0.001233419,0.0001054839,0.00002696037,0.0005198279,0.000005785335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005777031,"about_ca_system_score_gemma":0.00003139517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002586987,"about_ca_topic_score_gemma":0.0002307211,"domain_scores_codex":[0.9973461,0.001055626,0.0002896159,0.0006211177,0.0003645961,0.000322914],"domain_scores_gemma":[0.996943,0.002533983,0.00006199467,0.0002787071,0.00008936688,0.00009295062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001524023,0.01598154,0.7703626,0.00003985388,0.00004979753,0.00002475659,0.140226,0.00003083047,0.00004726879,0.04763506,0.000136947,0.02394138],"study_design_scores_gemma":[0.0007879765,0.001414896,0.9322789,0.0001172357,0.00003619678,0.000001369911,0.05943636,0.00005629956,0.000001763385,0.005615775,0.00005743426,0.0001957413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953288,0.00005907392,0.00006768973,0.0002321795,0.0006664711,0.0009494547,0.000009932776,0.00007023803,0.002616103],"genre_scores_gemma":[0.9994465,0.00001104177,0.00002930512,0.0001433967,0.0001310688,0.000194881,0.000003739635,0.00001220039,0.00002791137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619164,"threshold_uncertainty_score":0.497267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766171111340331,"score_gpt":0.3903027580907474,"score_spread":0.3626410469773441,"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."}}