{"id":"W1488378484","doi":"10.1111/j.1439-0426.2011.01840.x","title":"An exploratory assessment of burbot (Lota lota L.) by-catches in four northern Canadian lakes with respect to the viability of liver oil processing","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Ichthyology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coregonus clupeaformis; Fishery; Biology; Fishing; Aquaculture; Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009597376,0.0001188231,0.0003073777,0.00009861142,0.00008618696,0.000004321676,0.0004043087,0.0000632576,0.0002238391],"category_scores_gemma":[0.00002003636,0.00007881557,0.00002694214,0.0002176484,0.0003781987,0.0001273815,0.00009729011,0.0001905005,0.000007151673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731401,"about_ca_system_score_gemma":0.0001085312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884542,"about_ca_topic_score_gemma":0.6755946,"domain_scores_codex":[0.998911,0.00009423192,0.0003873369,0.0001816831,0.0001827088,0.0002430133],"domain_scores_gemma":[0.9992439,0.00005274177,0.0003594014,0.0002106131,0.00003846297,0.00009486592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003997528,0.0003742536,0.9805887,0.0000410429,0.00009247623,0.0000398283,0.009221209,0.001177746,0.002467858,0.0001303465,0.001620816,0.003846001],"study_design_scores_gemma":[0.0003790753,0.0006943666,0.9941784,0.00001402455,0.0000474769,0.000007316219,0.00265432,0.00004929244,0.000581904,0.000353094,0.0009357696,0.0001049972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851935,0.00002591667,0.0001391596,0.0006812738,0.00003751535,0.0001383533,0.000002872559,0.000003206998,0.0137782],"genre_scores_gemma":[0.9982223,0.00001970947,0.001264442,0.0004225016,0.00001682146,0.00001773365,3.765745e-7,0.000008988249,0.00002711987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.67071,"threshold_uncertainty_score":0.7383999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816085342210366,"score_gpt":0.2254718400511926,"score_spread":0.2073109866290889,"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."}}