{"id":"W2253367604","doi":"10.1093/icesjms/fsv133","title":"A comparison of recent trends in demersal fish biomass and their potential drivers for three ecoregions of the Gulf of St Lawrence, Canada","year":2015,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Groundfish; Halibut; Fishing; Demersal fish; Fishery; Biomass (ecology); Trophic level; Demersal zone; Geography; Environmental science; Ecology; Biology; Fisheries management; 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":[0.000381873,0.0002473659,0.0001699688,0.001648142,0.0006969001,0.0005611318,0.000401258,0.0001491074,0.0005604874],"category_scores_gemma":[0.0008114893,0.0001510412,0.0003037149,0.00239003,0.0003577459,0.0002854175,0.0005218238,0.000187266,0.00006948539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008364926,"about_ca_system_score_gemma":0.006892301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9747977,"about_ca_topic_score_gemma":0.9926156,"domain_scores_codex":[0.9997939,0.00001322368,0.00001560676,0.00005349709,0.00005361236,0.00007011481],"domain_scores_gemma":[0.9989484,0.00005354373,0.000220077,0.00002788126,0.0006202548,0.0001298744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003452891,0.000004543233,0.9938891,0.00001961081,0.00004285815,0.00002755277,0.0004656247,0.0001386931,0.000450645,0.00005100814,0.0002531052,0.004622709],"study_design_scores_gemma":[8.116573e-7,0.000003889811,0.9989015,0.000006367592,0.000007920742,0.000007643849,0.0004773399,0.0001431084,0.00003845702,0.000005554675,0.0004047634,0.000002615284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961384,0.0002882108,0.0001418931,0.00006737727,0.00000331388,0.0000113127,0.002484148,0.00001077242,0.0008545856],"genre_scores_gemma":[0.9967065,0.0002333726,0.0003100655,0.00002571444,0.000002142148,0.00001264086,0.002053544,0.00000323126,0.0006527493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02520227,"threshold_uncertainty_score":0.06069213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04266690021077241,"score_gpt":0.2913915238047625,"score_spread":0.2487246235939901,"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."}}