{"id":"W4386384326","doi":"10.32435/envsmoke-2023-0011","title":"THE AWARENESS AND UNDERSTANDING OF ENVIRONMENTAL DEGRADATION IN DHAKA (BANGLADESH) URBAN AREA: A GENDER PERSPECTIVE","year":2023,"lang":"en","type":"article","venue":"ENVIRONMENTAL SMOKE","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Environmental degradation; Perspective (graphical); Geography; Environmental pollution; Environmental planning; Diversity (politics); Population; Economic growth; Socioeconomics; Sustainable development; Population growth; Environmental protection; Environmental health; Political science; Sociology; Ecology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004949074,0.0002437658,0.00019376,0.00007807879,0.0004481621,0.00003212506,0.0002329488,0.00009747085,0.001492775],"category_scores_gemma":[0.00004092916,0.0002081414,0.00006825999,0.0003119779,0.001140343,0.0002765679,0.0003945124,0.0002044897,0.00008013777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166875,"about_ca_system_score_gemma":0.00001335579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003165609,"about_ca_topic_score_gemma":0.0001137832,"domain_scores_codex":[0.9980362,0.0001447715,0.0003633167,0.0005432597,0.0004667454,0.000445714],"domain_scores_gemma":[0.9991977,0.0001765196,0.000127893,0.0003637782,7.57325e-7,0.0001333242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003864524,0.0002286904,0.9872705,0.000007256948,0.00001653281,0.000007756537,0.004909795,0.000312971,0.004856604,0.000693062,0.00046639,0.001191733],"study_design_scores_gemma":[0.0004874545,0.00005326149,0.9255307,0.000005535488,0.00001332943,0.000006679067,0.06769281,0.0006998173,0.0006664165,0.0036784,0.0009413983,0.0002241459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963977,0.0002304364,0.00007411258,0.000435437,0.0001023361,0.0004670779,0.00006208764,0.00003161594,0.002199201],"genre_scores_gemma":[0.9985022,0.0004779458,0.00003578723,0.000073039,0.000016175,0.00006007042,0.00005119212,0.00002789498,0.0007557069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06278302,"threshold_uncertainty_score":0.99942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452351031139146,"score_gpt":0.2621821364922453,"score_spread":0.2276586261808538,"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."}}