{"id":"W2286135997","doi":"10.1002/jwmg.1020","title":"Mortality risks and limits to population growth of fishers","year":2015,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"University of California, Davis; U.S. Forest Service; U.S. Fish and Wildlife Service","keywords":"Population growth; Population; Geography; Demography; Fishery; Environmental science; Environmental health; Biology; Medicine; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.000343648,0.00006947687,0.0001456194,0.00001721183,0.00003857911,0.00002335475,0.0001466855,0.00002779648,0.000007412042],"category_scores_gemma":[0.00004791249,0.00002186201,0.00005037675,0.0002021277,0.00001867569,0.0001404977,0.00005678081,0.00005328272,0.000002111526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002255261,"about_ca_system_score_gemma":0.00000191644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003004682,"about_ca_topic_score_gemma":0.00007306841,"domain_scores_codex":[0.9991601,0.00003890592,0.0002749496,0.00008998555,0.0003339957,0.0001020578],"domain_scores_gemma":[0.9994487,0.00002350267,0.0002161777,0.0000242626,0.0001244255,0.0001629305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000766384,0.0001123629,0.925356,0.00002433847,0.00006557989,0.00001969355,0.0002091174,0.000302527,0.001250192,0.000454265,0.0238096,0.04831966],"study_design_scores_gemma":[0.0001162497,0.0002962323,0.995129,0.00003249539,0.00003077257,0.000006307709,0.000666351,0.000008995161,0.00009955412,0.0004068385,0.003145596,0.00006153889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962336,0.00007184313,0.00001273835,0.002766812,0.0001172764,0.0001075773,0.000002131392,0.000004845621,0.0006831652],"genre_scores_gemma":[0.9988893,0.0001351848,0.0003580697,0.0003754651,0.0001291814,8.646878e-7,0.000001766156,3.181368e-7,0.0001098459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06977305,"threshold_uncertainty_score":0.08915069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06844768283302866,"score_gpt":0.2806758894274757,"score_spread":0.212228206594447,"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."}}