{"id":"W3154774133","doi":"10.1016/j.fishres.2021.105954","title":"Effect of environmental factors and density-dependence on somatic growth of Eastern Georges Bank haddock (Melanogrammus aeglefinus)","year":2021,"lang":"en","type":"article","venue":"Fisheries Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Haddock; Fishery; Salinity; Algal bloom; Abiotic component; Phytoplankton; Oceanography; Population; Biology; Fish <Actinopterygii>; Environmental science; Ecology; Demography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009087903,0.0002227674,0.0004133671,0.0001061189,0.0002005675,0.0000712184,0.0004281245,0.0001291496,0.009160827],"category_scores_gemma":[0.0006706186,0.0001801685,0.00009574253,0.0004213047,0.001300476,0.0002555363,0.001390485,0.0004925029,0.00006837345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019848,"about_ca_system_score_gemma":0.00003084788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072807,"about_ca_topic_score_gemma":0.0002173687,"domain_scores_codex":[0.996232,0.000766619,0.0003317148,0.0004997761,0.001567322,0.0006025593],"domain_scores_gemma":[0.9981201,0.001025903,0.00007581344,0.0005436187,0.0000334029,0.0002012154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002053186,0.0001480199,0.9653279,0.0002822832,0.00003109644,0.00006743267,0.0005204547,9.170167e-7,0.01277877,0.00002919965,0.000337002,0.02027167],"study_design_scores_gemma":[0.0006995353,0.002502815,0.7351155,0.00004948942,0.00001596101,0.00002725193,0.0007502165,0.000172935,0.2563196,0.0002351035,0.00384557,0.000265993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691008,0.00003668943,0.00000586034,0.0001795111,0.00004026435,0.0003089187,0.00003315077,0.0000134922,0.0302813],"genre_scores_gemma":[0.995784,0.0002400674,0.00008254427,0.00001247647,0.00001668485,0.00002417649,0.00002952641,0.00002527335,0.003785278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2435408,"threshold_uncertainty_score":0.9917449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021891875796959,"score_gpt":0.2719253025911512,"score_spread":0.2500334267941922,"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."}}