{"id":"W7005494512","doi":"","title":"The replacement of fishing vessels in South Africa :\\na case study of West Coast Rock Lobster nearshore fishery.","year":2010,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Fisheries management; Fishing industry; Commercial fishing; West coast","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006881439,0.000306241,0.000206258,0.0007189004,0.005746456,0.0009859275,0.0006345856,0.00126826,0.00364448],"category_scores_gemma":[0.001344242,0.0002663184,0.0002299487,0.001433544,0.00143681,0.001234444,0.001655526,0.0007845269,0.0002547241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003695205,"about_ca_system_score_gemma":0.002091963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09901674,"about_ca_topic_score_gemma":0.2922849,"domain_scores_codex":[0.9994707,0.0001952567,0.00001895605,0.00004063716,0.00005733223,0.0002171918],"domain_scores_gemma":[0.9994674,0.0002199414,0.0001332669,0.00002004348,0.00004411179,0.0001151617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002712679,0.0004464475,0.1946759,0.001020368,0.00008213251,0.2044035,0.5036947,0.001535548,0.006189148,0.01548606,0.006483804,0.06571112],"study_design_scores_gemma":[0.00001496981,0.0002015958,0.1322733,0.0003590406,0.00003190941,0.01006107,0.8110707,0.0006346716,0.0008599071,0.000741421,0.04372305,0.00002827325],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937304,0.0003430346,0.0001465051,0.0007686546,0.000009619322,0.00003597906,0.00004514568,0.000001706593,0.004919064],"genre_scores_gemma":[0.9907174,0.001146056,0.0003786607,0.0001590507,0.000006211879,0.00003271172,0.00004000416,0.00000284762,0.00751698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09901674,"threshold_uncertainty_score":0.1968808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883679793489104,"score_gpt":0.287722760750803,"score_spread":0.258885962815912,"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."}}