{"id":"W4405822688","doi":"10.53555/sfs.v10i1.3247","title":"Analysis of the Biochemical and Histopathological Impact of Polystyrene Microplastic on Channa Punctata (Bloch, 1793) Fish.","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Biology; Fishery; Zoology","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":[0.000148572,0.000355563,0.0001568109,0.0006342518,0.0003839832,0.0001627063,0.0001094454,0.0003561686,0.00113447],"category_scores_gemma":[0.0001350985,0.0001870898,0.0003519578,0.0003263431,0.0003045088,0.0002261565,0.0002919983,0.0002918316,0.0002108997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129662,"about_ca_system_score_gemma":0.000363475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765512,"about_ca_topic_score_gemma":0.004360005,"domain_scores_codex":[0.9999162,0.000006925598,0.000008209298,0.00002252597,0.0000289641,0.00001711232],"domain_scores_gemma":[0.9998319,0.00001205084,0.0000652439,0.000009615356,0.00004805102,0.00003312538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002413037,0.00006235387,0.02086072,0.0001438464,0.0000275715,0.0001868424,0.000142918,0.0001392627,0.9756696,0.00004043684,0.00005688148,0.002428302],"study_design_scores_gemma":[0.00001882072,0.004388368,0.5866255,0.0000220787,0.0001709924,0.0008217628,0.0007615604,0.0004113105,0.4048077,0.0001074822,0.001832324,0.00003207185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980416,0.0003706508,0.0003806092,0.00002788138,0.000008751898,0.00002300803,0.0004496141,0.00001425241,0.0006834902],"genre_scores_gemma":[0.9957808,0.0004181042,0.0007519956,0.00004948222,0.000004813239,0.00004471344,0.0004028553,0.000004846995,0.002542159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002765512,"threshold_uncertainty_score":0.005498886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08083097271496535,"score_gpt":0.2604833721847307,"score_spread":0.1796523994697653,"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."}}