{"id":"W4283452730","doi":"10.1139/cjfas-2022-0060","title":"Canada's forage fish: an important but poorly understood component of marine ecosystems","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Fisheries and Oceans Canada","funders":"","keywords":"Forage fish; Forage; Ecosystem; Biology; Trophic level; Fishery; Ecology; Fish stock; Geography; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001433776,0.000355237,0.0005912337,0.007894479,0.002510933,0.003293095,0.0006580305,0.00049499,0.002756436],"category_scores_gemma":[0.004299466,0.0001718704,0.0003770367,0.01653284,0.001668288,0.001395042,0.0009597103,0.0004742895,0.0002100851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002092,"about_ca_system_score_gemma":0.04409825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9248344,"about_ca_topic_score_gemma":0.9745815,"domain_scores_codex":[0.9991755,0.00007426041,0.00007492796,0.0001576702,0.0004054142,0.0001121478],"domain_scores_gemma":[0.9946542,0.001660835,0.001081744,0.0001370826,0.002093601,0.0003725745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001260061,0.00003776549,0.2956212,0.02517504,0.000709415,0.001161689,0.01028127,0.001128724,0.002580126,0.007984616,0.02316,0.6320341],"study_design_scores_gemma":[0.000007523813,0.00005090117,0.7303882,0.01393878,0.0007206547,0.0005715666,0.0152961,0.0004572206,0.0006514902,0.002413045,0.2354251,0.00007938319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2489106,0.6692399,0.002162635,0.01200458,0.0003501777,0.00007111361,0.01849682,0.00008290887,0.04868131],"genre_scores_gemma":[0.6489726,0.3358089,0.003821864,0.002286412,0.0001430823,0.00003795385,0.004546083,0.00002353819,0.004359703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07516557,"threshold_uncertainty_score":0.1512164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024695035201553,"score_gpt":0.2113945001480671,"score_spread":0.1911475497960515,"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."}}