{"id":"W2156749996","doi":"10.1079/9781845934941.0514","title":"Diversification pays: economic perspectives on investment in diversified aquaculture.","year":2010,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Diversification (marketing strategy); Aquaculture; Investment (military); Business; Venture capital; Context (archaeology); Politics; Private capital; Economics; Market economy; Finance; Production (economics); Fishery; Fish <Actinopterygii>; Political science; Marketing; Geography; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002685308,0.0004324008,0.000661028,0.0004786392,0.0001308426,0.00009200209,0.0004177784,0.0005811389,0.001288479],"category_scores_gemma":[0.00002004605,0.0004858683,0.0002467828,0.00001107662,0.0001441748,0.00007607448,0.0001487019,0.0007488626,0.004075871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520836,"about_ca_system_score_gemma":0.00005170398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510748,"about_ca_topic_score_gemma":0.0001709663,"domain_scores_codex":[0.9979669,0.000005392365,0.0007076413,0.0009380477,0.00004542722,0.0003365805],"domain_scores_gemma":[0.9986912,0.00004230544,0.0005913931,0.0005109366,0.000017871,0.0001462954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004527602,0.0000203898,0.0003896221,0.00001885534,0.0001090733,0.00001184626,0.00299193,0.00001005649,0.00001219351,0.9915468,0.0008493579,0.003994577],"study_design_scores_gemma":[0.000695747,0.0000645755,0.001273968,0.00005647203,0.00001074138,0.000002009617,0.0003506557,0.00003363071,0.00004994388,0.06756478,0.9292399,0.000657618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01526527,0.001142968,0.000004623721,0.0002697774,0.0008085481,0.0005176638,0.0002752461,0.00004203961,0.9816738],"genre_scores_gemma":[0.05978123,0.0005311319,0.0002118941,0.0005514546,0.0002570461,0.00003629328,0.0001070895,0.00007232371,0.9384515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9283905,"threshold_uncertainty_score":0.9997593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537223459763984,"score_gpt":0.1997694954853064,"score_spread":0.1643972608876666,"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."}}