{"id":"W4405678089","doi":"10.17017/j.fish.787","title":"Advancing fishing technology education and research: a 65-year legacy at Nha Trang University, Vietnam","year":2024,"lang":"en","type":"article","venue":"Journal of Fisheries","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Trường Đại học Nha Trang","keywords":"Fishing; Political science; Library science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00787838,0.0005968821,0.0005081986,0.001715648,0.005272218,0.00698679,0.001100614,0.001341239,0.005985712],"category_scores_gemma":[0.00250972,0.0004303435,0.0003530517,0.002452813,0.002419394,0.004325086,0.007222178,0.003423869,0.001464798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006865751,"about_ca_system_score_gemma":0.05882105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02505637,"about_ca_topic_score_gemma":0.04969765,"domain_scores_codex":[0.9972058,0.0004778833,0.0001987321,0.0002745805,0.0009786279,0.0008644143],"domain_scores_gemma":[0.9804093,0.0003066689,0.0005475156,0.0001319534,0.002266006,0.01633862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001393703,0.002196583,0.06598414,0.004108936,0.00005876532,0.003637256,0.04266465,0.0002924704,0.006740165,0.01690755,0.1975339,0.6597361],"study_design_scores_gemma":[0.00001644198,0.0006747976,0.07448776,0.002645961,0.00001498888,0.0008536589,0.03575991,0.0001787986,0.000811365,0.001553447,0.8829231,0.00007991925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2684035,0.2343395,0.002447452,0.4246799,0.02146204,0.0005972061,0.0009728174,0.0002479006,0.04684963],"genre_scores_gemma":[0.5232875,0.2553897,0.008957273,0.04587957,0.005161436,0.0004734975,0.001824101,0.0001998701,0.1588271],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02505637,"threshold_uncertainty_score":0.04982102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247048074546529,"score_gpt":0.2506075398874336,"score_spread":0.2381370591419683,"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."}}