{"id":"W4313391913","doi":"10.3329/jbas.v46i2.63414","title":"Health and Environment","year":2022,"lang":"en","type":"article","venue":"Journal of Bangladesh Academy of Sciences","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"nobody; Sustainable development; Economic growth; Population; Dividend; Theme (computing); Quarter (Canadian coin); Business; Political science; Psychology; Sociology; Economics; Geography; Demography; Computer science; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.003282106,0.00006504283,0.0002742899,0.0002628023,0.0003897974,0.0000267283,0.000343265,0.00002464382,0.0001285024],"category_scores_gemma":[0.0001272404,0.00005032651,0.00005078514,0.0003018994,0.0002779193,0.0004902643,0.000244017,0.0002506167,0.000003224414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004358143,"about_ca_system_score_gemma":0.00006531443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003079096,"about_ca_topic_score_gemma":4.608069e-7,"domain_scores_codex":[0.9985959,0.00004485612,0.0005451578,0.0001067622,0.0004022196,0.0003050881],"domain_scores_gemma":[0.9988297,0.00007593475,0.001010671,0.00002255151,0.00001318632,0.00004796325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005719287,0.0001399999,0.0318895,0.0002510163,0.00002970022,0.00000271419,0.0003341654,0.008877168,0.0001753317,0.163035,0.7616742,0.03353397],"study_design_scores_gemma":[0.0001948674,0.0001267789,0.0134895,0.0000128655,0.000004910948,0.00004528204,0.001197045,0.001245051,0.000001837878,0.009388662,0.9742395,0.00005375623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4777249,0.003756879,0.00005254864,0.515959,0.0002623569,0.0001074523,0.000003502276,0.000007531326,0.002125928],"genre_scores_gemma":[0.9421432,0.0004342394,0.0004499106,0.05641055,0.0005333725,0.000001658135,2.944802e-7,0.000003545965,0.00002324345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4644184,"threshold_uncertainty_score":0.2998046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818335252590195,"score_gpt":0.3127549052027203,"score_spread":0.2645715526768184,"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."}}