{"id":"W2140501539","doi":"10.1080/03632415.2014.986571","title":"Marine Aquaculture in Canada: Well-Established Monocultures of Finfish and Shellfish and an Emerging Integrated Multi-Trophic Aquaculture (IMTA) Approach Including Seaweeds, Other Invertebrates, and Microbial Communities","year":2015,"lang":"en","type":"article","venue":"Fisheries","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Aquaculture; Fishery; Shellfish; Invertebrate; Biology; Trophic level; Polyculture; Ecology; Aquatic animal; Fish <Actinopterygii>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009428306,0.0004504132,0.0003679826,0.00114547,0.004247871,0.004290821,0.0009867572,0.0008945437,0.008337237],"category_scores_gemma":[0.0007643368,0.0002152854,0.0002988708,0.002739101,0.002459213,0.001346615,0.002354284,0.001066417,0.0009824464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03815954,"about_ca_system_score_gemma":0.08770279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9615813,"about_ca_topic_score_gemma":0.990786,"domain_scores_codex":[0.9988741,0.00005012605,0.00003862971,0.0001405163,0.0006498659,0.0002467013],"domain_scores_gemma":[0.9982421,0.00005896051,0.00008513535,0.00004130263,0.001047827,0.0005247524],"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":[0.0002823056,0.0001528737,0.06744578,0.002822198,0.0001351766,0.001171352,0.004426009,0.001456593,0.01965616,0.01595554,0.1995191,0.6869768],"study_design_scores_gemma":[0.00002460248,0.0001383979,0.2675009,0.002039782,0.00009985761,0.0005837976,0.01329079,0.001044397,0.00308927,0.003572393,0.7085141,0.0001016312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2608871,0.2452704,0.004660898,0.1028668,0.004090376,0.0001865333,0.003470917,0.0003799452,0.3781871],"genre_scores_gemma":[0.6275532,0.1658977,0.01273973,0.008135667,0.000683683,0.00007420293,0.002719002,0.0001243167,0.1820726],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03841865,"threshold_uncertainty_score":0.2768682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514401720094385,"score_gpt":0.2375791490102183,"score_spread":0.2024351318092744,"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."}}