{"id":"W2079591550","doi":"10.1139/f02-065","title":"The accuracy of alternative stochastic growth rate estimates for salmon populations","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Bootstrapping (finance); Estimator; Statistics; Mathematics; Econometrics; Log-normal distribution; Stochastic modelling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02643152,0.0007434424,0.0008572883,0.003637374,0.0003728477,0.001761997,0.00137168,0.001115695,0.0005735877],"category_scores_gemma":[0.1221125,0.0004563075,0.001080859,0.001277086,0.001169919,0.001632065,0.001396541,0.0006307536,0.000260656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111784,"about_ca_system_score_gemma":0.000659334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005015664,"about_ca_topic_score_gemma":0.005539161,"domain_scores_codex":[0.9880863,0.006068422,0.001017665,0.001655329,0.002900074,0.0002721832],"domain_scores_gemma":[0.9130158,0.0636085,0.008271143,0.006702498,0.007844429,0.0005576149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00188321,0.0001250615,0.447422,0.0005063463,0.001308761,0.0002354388,0.001902201,0.2265205,0.009251806,0.01206758,0.001178056,0.2975991],"study_design_scores_gemma":[0.00009815954,0.0004393729,0.1429424,0.0001739874,0.0001583546,0.0003689662,0.0003699042,0.8362278,0.007451506,0.01022696,0.001315215,0.0002274616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770014,0.0008386933,0.2189093,0.000237447,0.00005416129,0.00003508698,0.0003867468,0.0007848744,0.001752173],"genre_scores_gemma":[0.9522196,0.0002718948,0.04644812,0.00002885944,0.00001934769,0.00002898198,0.0006548585,0.00006693455,0.0002615532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02643152,"threshold_uncertainty_score":0.1397849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785336708592411,"score_gpt":0.2477757290776673,"score_spread":0.2099223619917432,"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."}}