{"id":"W6987529234","doi":"","title":"Success stories in Asian aquaculture","year":2010,"lang":"en","type":"article","venue":"","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Appeal; Latin Americans; Sustainable development; Presentation (obstetrics); Livelihood; Development studies","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":[0.005148437,0.00123261,0.0006059533,0.001062657,0.01473976,0.0147633,0.001338205,0.00229057,0.009416983],"category_scores_gemma":[0.006329462,0.000380494,0.0006022207,0.00287711,0.01156584,0.01073345,0.01737274,0.005701413,0.002196873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004424343,"about_ca_system_score_gemma":0.003295934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766381,"about_ca_topic_score_gemma":0.008341334,"domain_scores_codex":[0.9951924,0.002515524,0.0001958724,0.0002347028,0.0009512175,0.0009102811],"domain_scores_gemma":[0.9950686,0.001861952,0.0007320815,0.0002403043,0.0007187503,0.001378354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005446734,0.00006752652,0.004396231,0.0004729538,0.00003159612,0.006281157,0.7767181,0.0001679436,0.0007364893,0.1019807,0.07561783,0.03347501],"study_design_scores_gemma":[0.000003510429,0.00003235957,0.001387723,0.0003851599,0.0000126823,0.001404913,0.488257,0.00008169754,0.0003116805,0.004414771,0.5036789,0.00002957966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2421095,0.01468109,0.002336191,0.06532437,0.004079684,0.0001057694,0.0001688297,0.000158627,0.6710359],"genre_scores_gemma":[0.81036,0.01631488,0.001172264,0.01055161,0.001030537,0.0002136558,0.0001649031,0.0002927916,0.1598993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0147633,"threshold_uncertainty_score":0.03210104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006574653408917559,"score_gpt":0.245168472972336,"score_spread":0.2385938195634185,"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."}}