{"id":"W4393309351","doi":"10.1590/2675-2824072.23052","title":"Length-weight and length-length relationships of 16 marine fish species in Vietnam","year":2024,"lang":"en","type":"article","venue":"Ocean and Coastal Research","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Trường Đại học Nha Trang","keywords":"Marine fish; Fish <Actinopterygii>; Fishery; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004008042,0.0002429619,0.0001357552,0.0005983377,0.0002401041,0.0002588558,0.0001611284,0.0001235825,0.0009089694],"category_scores_gemma":[0.0009584228,0.0001774347,0.0002177982,0.0006440842,0.000178142,0.0003614032,0.0002749979,0.0001422218,0.0001404823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649699,"about_ca_system_score_gemma":0.0003182464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02470554,"about_ca_topic_score_gemma":0.04336692,"domain_scores_codex":[0.9998505,0.00002670205,0.00002198568,0.00005232587,0.00002500515,0.00002346945],"domain_scores_gemma":[0.9995379,0.0001035198,0.0001911642,0.00002840834,0.00008555469,0.00005351186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002450236,0.00001060976,0.9917659,0.00001712504,0.00004439272,0.00008514242,0.0003074318,0.0004241306,0.0008909903,0.00003845759,0.00005455385,0.006336849],"study_design_scores_gemma":[0.000001426003,0.00004556751,0.9971026,0.000006116135,0.00001539439,0.0001398557,0.0005195719,0.001467968,0.0001560899,0.00006108304,0.0004795984,0.00000467589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992873,0.00008513992,0.0002062495,0.00001059495,0.000001345015,0.000002304059,0.0001747009,0.000002423251,0.0002300706],"genre_scores_gemma":[0.9986405,0.00009309487,0.0004271142,0.00000678331,0.000001661295,0.000006319243,0.0004473159,0.000002232772,0.0003749634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02470554,"threshold_uncertainty_score":0.04912347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07302823286229904,"score_gpt":0.283222823372647,"score_spread":0.210194590510348,"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."}}