{"id":"W1931553177","doi":"10.5376/ija.2013.03.0026","title":"Bio-economic Evaluation of Sea Cucumber (<i>Apostichopus japonicas</i>) Cultured in Earthen Ponds","year":2013,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apostichopus japonicus; Sea cucumber; Biology; Animal science; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007746354,0.0001613404,0.0002943946,0.00006190548,0.00005402823,0.00004938614,0.0005811146,0.0002890761,0.003084829],"category_scores_gemma":[0.0002463912,0.00006798418,0.0001745547,0.0001185609,0.00009748535,0.0003924402,0.00007158524,0.0002593136,0.0001461158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368343,"about_ca_system_score_gemma":0.00005548765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002452785,"about_ca_topic_score_gemma":0.006425268,"domain_scores_codex":[0.9982964,0.0002247244,0.0006593504,0.0001966942,0.0004059364,0.0002168461],"domain_scores_gemma":[0.9982791,0.0001737502,0.0005549819,0.0000531227,0.0008513022,0.00008773865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001842426,0.0002887051,0.07798151,0.00000355462,0.0002800662,0.00001999187,0.0005242687,0.000403079,0.8904616,0.001342174,0.01016944,0.01834135],"study_design_scores_gemma":[0.002877709,0.0009107927,0.9322473,0.0001409913,0.000159201,0.0007177563,0.0004434008,0.005493979,0.01503786,0.009852048,0.03160803,0.0005109777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915458,0.000624264,0.000001987415,0.004298013,0.0007243191,0.0001816812,0.00005122441,0.000008506191,0.002564213],"genre_scores_gemma":[0.9985588,0.000144288,0.0001466098,0.0002646357,0.0004589766,0.000009818478,0.00008378534,0.000001577568,0.0003314847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8754238,"threshold_uncertainty_score":0.9978265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728787583877257,"score_gpt":0.2615833151899805,"score_spread":0.244295439351208,"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."}}