{"id":"W4405830907","doi":"10.18280/ijdne.190610","title":"Enhancing Fisheries Management and Sustainability: A Stowage Factor Analysis of Fish Species at Mayangan Port, Indonesia","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Brawijaya","keywords":"Sustainability; Port (circuit theory); Stowage; Fishery; Fish <Actinopterygii>; Business; Fisheries management; Environmental resource management; Engineering; Fishing; Ecology; Environmental science; Biology","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":[0.0004422134,0.0003824244,0.0002450585,0.001328654,0.0004774338,0.0007429601,0.0002583705,0.0002021084,0.001399278],"category_scores_gemma":[0.0008948079,0.0001552701,0.0006410449,0.001721754,0.0005121498,0.0004744378,0.0004677079,0.0001961471,0.00025396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000774489,"about_ca_system_score_gemma":0.0006382996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229253,"about_ca_topic_score_gemma":0.05500415,"domain_scores_codex":[0.999727,0.00006279011,0.00002729116,0.00006245996,0.00007741736,0.00004303291],"domain_scores_gemma":[0.9995721,0.0001031743,0.0001264456,0.00002966905,0.0001132885,0.00005529433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007868479,0.00006561101,0.9810851,0.00004422821,0.00007865673,0.0002877701,0.0009371591,0.00102536,0.002053612,0.0000732628,0.0001113691,0.01415924],"study_design_scores_gemma":[8.924755e-7,0.00006566809,0.9944472,0.000013933,0.00002157747,0.00006366803,0.0026993,0.00197548,0.0002574722,0.00004976445,0.0003975287,0.000007546931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998958,0.0000208247,0.0002643573,0.00001376088,0.000001413605,0.000008326265,0.0001266074,0.00000301486,0.0006035951],"genre_scores_gemma":[0.9985587,0.0000404715,0.0007596846,0.000006982289,0.000001736415,0.00001399138,0.0002021239,0.000003502081,0.0004126676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02229253,"threshold_uncertainty_score":0.04432553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0058186459532072,"score_gpt":0.2193884635458188,"score_spread":0.2135698175926116,"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."}}