{"id":"W2943117520","doi":"10.1002/nafm.10300","title":"Linking Land Use to Atlantic Salmon Production to Guide Recovery Planning","year":2019,"lang":"en","type":"article","venue":"North American Journal of Fisheries Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Salmo; Abundance (ecology); Endangered species; Land use; Land cover; Critically endangered; Ecology; Geography; Environmental science; Habitat; Fishery; Biology; 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":[0.0007887261,0.0002773249,0.0001334863,0.0007953892,0.000173537,0.0005399346,0.0003752379,0.0001857572,0.002179703],"category_scores_gemma":[0.002542828,0.0001123911,0.0002834898,0.0005643941,0.0002695015,0.0002975602,0.0005237515,0.0002060275,0.0002392656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147462,"about_ca_system_score_gemma":0.001354278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1676043,"about_ca_topic_score_gemma":0.3734956,"domain_scores_codex":[0.9997814,0.00008205901,0.00001203553,0.00004450813,0.00002684556,0.00005320635],"domain_scores_gemma":[0.9987981,0.0005190378,0.000323492,0.00006161866,0.000152697,0.0001450089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006940942,0.00005637529,0.8808272,0.00003557916,0.000115875,0.00004840436,0.0000498987,0.09996025,0.0006546041,0.0003529797,0.0009267781,0.01690272],"study_design_scores_gemma":[0.00001500703,0.0001300701,0.7052313,0.00003296632,0.00004946151,0.00003053178,0.0004255362,0.2917088,0.0005011487,0.0008873247,0.0009719789,0.00001575788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881172,0.0001328075,0.007085843,0.0002797125,0.000007192671,0.00005168372,0.001525721,0.0001193504,0.002680481],"genre_scores_gemma":[0.9972487,0.00002721598,0.001935637,0.00001001155,0.000001613586,0.000007087582,0.0003426387,0.000004489979,0.0004225166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1676043,"threshold_uncertainty_score":0.3332575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100922646781874,"score_gpt":0.2150425051735886,"score_spread":0.2049502404954011,"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."}}