{"id":"W4312802126","doi":"10.18331/sfs2022.8.2.6","title":"Traditional jute (Corchorus spp.) retting process: A significant threat to fish health and fish biodiversity in Chandpur District, Bangladesh","year":2022,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Fisheries and Aquaculture Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Retting; Biodiversity; Fishery; Business; Biology; Ecology; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002540207,0.0001522605,0.0003722213,0.00006886463,0.0008710918,0.0001620507,0.0004403383,0.00003288531,0.0001940231],"category_scores_gemma":[0.000354456,0.00007070477,0.00006099432,0.001555108,0.000292281,0.0004399739,0.0001706258,0.0003052309,4.311063e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155106,"about_ca_system_score_gemma":0.0001041726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046057,"about_ca_topic_score_gemma":0.01610132,"domain_scores_codex":[0.9978822,0.0003427791,0.0004834283,0.0003087118,0.0005990335,0.0003838081],"domain_scores_gemma":[0.999024,0.0003706955,0.0003162013,0.00002937521,0.00009475964,0.000164939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397611,0.0001105692,0.9727256,0.00001257537,0.000006979325,0.00002891989,0.002362943,0.00003815157,0.0001072651,0.00001130081,0.02022223,0.004233761],"study_design_scores_gemma":[0.0002086545,0.001650864,0.9745531,0.00003959654,0.000002169721,0.00003329105,0.01628584,0.00000749096,0.0000166822,0.0002580196,0.006779122,0.0001651729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693388,0.0001836508,5.071758e-7,0.02933902,0.0002179036,0.000165145,0.0005110099,0.000008156599,0.0002357799],"genre_scores_gemma":[0.997738,0.0002289773,0.00007206487,0.001783914,0.00009739592,0.00001037087,0.00003245968,7.205035e-7,0.00003609264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02839918,"threshold_uncertainty_score":0.8984913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804038524713192,"score_gpt":0.2522612954749428,"score_spread":0.07185744300362365,"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."}}