{"id":"W4407114943","doi":"10.58578/ajstea.v3i2.4896","title":"Impact Assessment of Invasive Alien Plant Species on Chimdi (Barju) Lake of Eastern Nepal","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Science Technology Engineering and Art","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Journal of Student Science and Technology","funders":"","keywords":"Alien; Geography; Invasive species; Alien species; Ecology; Biology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003518515,0.00007526292,0.0001903939,0.000360152,0.0000600813,0.000008715313,0.0003004286,0.00004390855,0.00004185011],"category_scores_gemma":[0.00006444276,0.00005459544,0.00004017765,0.0005164626,0.0006182343,0.0001208491,0.0001255076,0.0001306249,0.000002621337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005216079,"about_ca_system_score_gemma":0.00004690623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004034591,"about_ca_topic_score_gemma":0.0000142199,"domain_scores_codex":[0.9993087,0.000005482098,0.0002204738,0.0001050388,0.0002154037,0.000144881],"domain_scores_gemma":[0.9996362,0.00002058632,0.0001677683,0.0001077599,0.00001843085,0.00004920966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009925546,0.0000714554,0.9161204,0.00002447814,0.00003445054,0.00001929409,0.000258158,0.002545446,0.07725345,0.001356027,0.0003170586,0.00198988],"study_design_scores_gemma":[0.0005149099,0.00106038,0.9601026,0.0004496299,0.00002912574,0.0001182457,0.001546323,0.004397246,0.03024327,0.0002024083,0.001187837,0.000148008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958813,0.00001180504,0.0007687124,0.0003967827,0.0001002107,0.00004462044,0.00000861759,0.000007318029,0.00278068],"genre_scores_gemma":[0.9983441,0.00001390247,0.001558542,0.000007296183,0.000005915084,2.599447e-7,2.208154e-7,0.000001334197,0.00006840064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04701018,"threshold_uncertainty_score":0.227791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005340859396347379,"score_gpt":0.2136879353902144,"score_spread":0.208347075993867,"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."}}