{"id":"W4321385840","doi":"10.58870/berj.v7i1.35","title":"Sustainable practices of selected publiclylisted higher educational institutions in ensuring good health and well-being","year":2022,"lang":"en","type":"article","venue":"Bedan Research Journal","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Well-being; Environmental planning; Environmental resource management; Political science; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005583649,0.00009655666,0.0001892201,0.0009184318,0.001247736,0.0001228434,0.0002498666,0.00006155987,0.003091539],"category_scores_gemma":[0.001142884,0.00009409332,0.00003630342,0.001685478,0.0001575941,0.0002915473,0.0001504497,0.001926993,0.00001346308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805792,"about_ca_system_score_gemma":0.001180305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480285,"about_ca_topic_score_gemma":0.00006718859,"domain_scores_codex":[0.9952608,0.00257,0.000463182,0.0002980609,0.0007014499,0.0007065549],"domain_scores_gemma":[0.9980336,0.0006953882,0.0004119071,0.0001854591,0.0003867611,0.0002869158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006710229,0.001703853,0.4780407,0.0001057478,0.0001447744,0.0001861741,0.01002465,0.0001604418,0.0005995122,0.4706134,0.03301957,0.004730097],"study_design_scores_gemma":[0.001339725,0.000761633,0.8358358,0.00003982047,0.000004774492,0.0007373705,0.01639445,0.00001992299,0.00001114189,0.01083196,0.1338931,0.0001302306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733743,0.001152045,0.00001382735,0.01631259,0.0004377832,0.0002766033,0.00000318256,0.00001987193,0.1084097],"genre_scores_gemma":[0.9891073,0.0001172956,0.0001739293,0.0001654683,0.0002109106,0.000067994,0.00001453836,0.0000126538,0.01012997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4597815,"threshold_uncertainty_score":0.9978198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337855408669084,"score_gpt":0.4779954654269001,"score_spread":0.3442099245599917,"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."}}