{"id":"W1880389870","doi":"10.1525/bio.2013.63.9.2","title":"Aquaculture’s Turquoise Revolution","year":2013,"lang":"en","type":"article","venue":"BioScience","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Fishery; Biology; Ecology; Fish <Actinopterygii>","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":[0.00438691,0.0009863535,0.0004564462,0.0009040565,0.004896041,0.01171165,0.00115897,0.005587259,0.04752344],"category_scores_gemma":[0.007882395,0.0002711337,0.000476366,0.0009898301,0.005783832,0.008033127,0.005475202,0.009345126,0.02202012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004567347,"about_ca_system_score_gemma":0.008139498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00976654,"about_ca_topic_score_gemma":0.01730301,"domain_scores_codex":[0.9969297,0.0007143134,0.0001017585,0.0004267742,0.001242269,0.0005851897],"domain_scores_gemma":[0.995436,0.0006565796,0.0001792776,0.0004659758,0.001248918,0.002013231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000116692,0.00001631962,0.0001185285,0.00002548718,0.000002309508,0.00005851286,0.0002769668,0.00002984557,0.0000699777,0.03575939,0.947776,0.01585501],"study_design_scores_gemma":[0.00000167853,0.000004050838,0.00009601088,0.00003021554,4.11653e-7,0.00002109274,0.0001459274,0.000008757282,0.00001004745,0.001733499,0.9979461,0.000002142087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002071816,0.02269642,0.001075177,0.6231773,0.06772841,0.00001467607,0.0003884071,0.000480058,0.2823678],"genre_scores_gemma":[0.03838754,0.02456709,0.001808856,0.2907972,0.01979461,0.00007402762,0.0006133048,0.0005209453,0.6234365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04752344,"threshold_uncertainty_score":0.1589817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009473909561996728,"score_gpt":0.220108419740476,"score_spread":0.2106345101784792,"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."}}