{"id":"W2044586142","doi":"10.1111/j.1365-2664.2007.01399.x","title":"Taking account of dependent species in management of the Southern Ocean krill fishery: estimating crabeater seal abundance off east Antarctica","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Australian Antarctic Division; National Science Foundation","keywords":"Krill; Antarctic krill; Abundance (ecology); Fishery; Oceanography; Environmental science; Fur seal; Biomass (ecology); Euphausia; Geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001027466,0.0001212718,0.0003358662,0.00004307081,0.00006456989,0.000007871332,0.0004163755,0.00004900115,0.001151315],"category_scores_gemma":[0.00001934924,0.00008638282,0.00008011765,0.0001777188,0.0001941074,0.00006513899,0.0005885849,0.0002072071,0.00001505852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920118,"about_ca_system_score_gemma":0.000009596884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000156921,"about_ca_topic_score_gemma":0.003180428,"domain_scores_codex":[0.9984829,0.00002525342,0.0006913466,0.0001453304,0.0003666723,0.0002885426],"domain_scores_gemma":[0.9988011,0.0000694904,0.000919834,0.0001539373,0.00001857175,0.00003703559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002469099,0.0002155891,0.9791316,0.0001473239,0.0001115442,0.00005293502,0.001820472,0.006526078,0.001575619,0.0002828799,0.0003209994,0.009568095],"study_design_scores_gemma":[0.0005155593,0.0000916686,0.9948092,0.00005692388,0.00003928669,0.00002415678,0.002336147,0.0001415638,0.0005833605,0.0003279923,0.000989879,0.00008431747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721269,0.00002497878,0.00007824794,0.0002504438,0.0001462634,0.0001763015,0.00000218704,0.000002420241,0.02719226],"genre_scores_gemma":[0.9957177,0.00003789926,0.00393282,0.0001636971,0.00004522192,0.000001162658,1.517549e-7,0.00001010053,0.0000912447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02710101,"threshold_uncertainty_score":0.9997618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377107331174895,"score_gpt":0.2284260858929566,"score_spread":0.2146550125812076,"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."}}