{"id":"W1602200843","doi":"","title":"친환경 유기양식 동향 및 유기양식자재 허용물질 설정 방향 연구","year":2014,"lang":"ko","type":"article","venue":"해양정책연구","topic":"Food Quality and Safety Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Environmental science; Business; Biodegradable waste; Organic production; Fish <Actinopterygii>; Biodiversity; Organic farming; Environmental protection; Waste management; Fishery; Engineering; Ecology; Biology; Agriculture","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007683139,0.0003714977,0.00051732,0.00001680914,0.000789923,0.0001423269,0.0005441304,0.0003070835,0.002153951],"category_scores_gemma":[0.000288109,0.0001567513,0.0003075831,0.0004133146,0.0003640414,0.0001595061,0.0002805381,0.0003205513,0.002388935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003792918,"about_ca_system_score_gemma":0.0000129068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278372,"about_ca_topic_score_gemma":0.001864494,"domain_scores_codex":[0.9973272,0.0003878053,0.0004840812,0.0006172794,0.0004216705,0.000761963],"domain_scores_gemma":[0.9987777,0.0005191038,0.0001739633,0.0001901382,0.000103933,0.0002351345],"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":[0.0003030894,0.001121595,0.04522718,0.000272651,0.0004839777,0.00002849581,0.003857536,0.00002460384,0.01941726,0.0640478,0.1174198,0.7477961],"study_design_scores_gemma":[0.0003858278,0.001243439,0.289913,0.0001130268,0.0000685844,0.000008355202,0.002399671,0.0001232726,0.0009321605,0.005367636,0.6986958,0.000749269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818102,0.002553121,0.00002121887,0.06376044,0.001810657,0.0003561534,0.0001324703,0.0002292004,0.04932653],"genre_scores_gemma":[0.9810106,0.0006355832,0.00007156869,0.00286323,0.001972761,0.00001374343,0.00003288261,0.000003504131,0.01339608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7470468,"threshold_uncertainty_score":0.9987582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839086268148439,"score_gpt":0.2449758571812307,"score_spread":0.2065849944997463,"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."}}