{"id":"W3201039246","doi":"","title":"EVALUATING ECOSYSTEM-LEVEL BENTHIC EFFECTS OF FINFISH AQUACULTURE IN COASTAL NOVA SCOTIA","year":2021,"lang":"en","type":"article","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Benthic zone; Fishery; Ecosystem; Ecosystem-based management; Nova (rocket); Oceanography; Aquaculture; Environmental science; Geography; Fish <Actinopterygii>; Ecology; Geology; Biology; Engineering","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":[0.0006561211,0.0002861226,0.000207266,0.0003966323,0.0004540527,0.0006554211,0.0003295656,0.0002200419,0.0006449568],"category_scores_gemma":[0.001803112,0.0001548159,0.0003007786,0.0004374165,0.000379458,0.0001834217,0.0005802048,0.000219929,0.00008794938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00775487,"about_ca_system_score_gemma":0.004859647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8580467,"about_ca_topic_score_gemma":0.9502118,"domain_scores_codex":[0.9996248,0.00009958642,0.00002506759,0.00005205075,0.00009252328,0.0001059558],"domain_scores_gemma":[0.9989383,0.0001639555,0.0002288737,0.00003705222,0.000355161,0.0002767755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009022653,0.0001748263,0.9837302,0.00005624546,0.0001772114,0.0003113731,0.0002835971,0.004349642,0.004097348,0.00005624621,0.0002296565,0.005631387],"study_design_scores_gemma":[0.0000115752,0.0001797412,0.9980685,0.00000686549,0.00002296693,0.00001582867,0.0004617696,0.0008797886,0.0002105711,0.000009320918,0.0001300133,0.00000304224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992568,0.00002525083,0.00002483582,0.00001351091,0.000001890822,0.00001862549,0.0001494333,0.000001339344,0.0005082802],"genre_scores_gemma":[0.9990031,0.00004417771,0.0001512411,0.00002493245,9.169735e-7,0.00001312268,0.0001834497,9.644413e-7,0.0005780178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419533,"threshold_uncertainty_score":0.2855785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651143546265827,"score_gpt":0.2723773678784245,"score_spread":0.2458659324157662,"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."}}