{"id":"W4410416958","doi":"10.53555/sfs.v10i3.3557","title":"Impact of Urbanization on Tribal Health: A Study on Physical Fitness and Lifestyle Diseases Among the Mannan Tribe in Kerala.","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribe; Urbanization; Geography; Mannan; Environmental health; Traditional medicine; Socioeconomics; Medicine; Biology; Ecology; Sociology; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003828654,0.0002482017,0.0002102909,0.0006214503,0.0013519,0.0007870196,0.000283853,0.0002598632,0.0009937709],"category_scores_gemma":[0.0008895705,0.0001948174,0.000334975,0.0009382783,0.0006753696,0.0004145447,0.0008795903,0.0004017404,0.0002300494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004929745,"about_ca_system_score_gemma":0.0009054749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03852083,"about_ca_topic_score_gemma":0.0683239,"domain_scores_codex":[0.9996217,0.0001460339,0.00001957163,0.00003565117,0.00004335531,0.0001336044],"domain_scores_gemma":[0.9996384,0.00005763775,0.00008421973,0.00004433186,0.00004742066,0.0001279274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007067039,0.0001775139,0.9839951,0.00002277993,0.00004589869,0.0009044845,0.009343063,0.00004048182,0.0006513894,0.00008789942,0.0001301021,0.004530615],"study_design_scores_gemma":[0.000003394316,0.0001144408,0.9886922,0.000008283309,0.00001564111,0.0004453253,0.01027034,0.00006202206,0.00004772793,0.00002279635,0.0003121478,0.000005840499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996359,0.00003286156,0.00001525632,0.00003329529,0.00000113186,0.000005415045,0.00001773941,6.14421e-7,0.0002577732],"genre_scores_gemma":[0.9997348,0.00005184453,0.0000286129,0.00003105773,0.00000278505,0.000006343567,0.00002281959,5.471206e-7,0.000121188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03852083,"threshold_uncertainty_score":0.07659328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1570055205837253,"score_gpt":0.3180527067878819,"score_spread":0.1610471862041566,"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."}}