{"id":"W2014253604","doi":"10.1038/nature06605","title":"Survival variability and population density in fish populations","year":2008,"lang":"en","type":"article","venue":"Nature","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":130,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Abundance (ecology); Density dependence; Extinction (optical mineralogy); Biology; Ecology; Population; Population density; Juvenile; Persistence (discontinuity); Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738959,0.0001152524,0.0002564596,0.00081241,0.0003256137,0.0005387324,0.0003747181,0.0004011222,0.001701258],"category_scores_gemma":[0.00810431,0.0002877997,0.0003044617,0.0005909841,0.0006619674,0.0007216336,0.0005119355,0.0004917922,0.0002424806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323345,"about_ca_system_score_gemma":0.0001512319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114699,"about_ca_topic_score_gemma":0.004941492,"domain_scores_codex":[0.9995315,0.0001679192,0.00004403959,0.0001477731,0.00006057528,0.00004816824],"domain_scores_gemma":[0.9931173,0.004360451,0.001156602,0.0005402956,0.0005139699,0.0003113257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002656445,0.00002589857,0.992826,0.000007068913,0.0001392627,0.00005302439,0.0002574914,0.001576176,0.001206973,0.0003195755,0.0001020045,0.003220837],"study_design_scores_gemma":[0.000004305301,0.00003696476,0.9947885,0.000002094224,0.00001893991,0.0001514321,0.0001633826,0.004073577,0.00009732735,0.000605387,0.00005206483,0.000005913053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994641,0.00004289946,0.0002194002,0.00002028229,0.000001704764,6.555487e-7,0.00006301315,0.000002603206,0.0001853894],"genre_scores_gemma":[0.9996768,0.0000152068,0.00006976006,0.00000436037,0.00000414012,0.000001644682,0.00009093552,0.000001876202,0.0001352183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114699,"threshold_uncertainty_score":0.009196639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925530380759859,"score_gpt":0.2686883647184237,"score_spread":0.2494330609108251,"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."}}