{"id":"W4281919115","doi":"10.1002/eap.2686","title":"Relative effects of sample size, detection probability, and study duration on estimation in integrated population models","year":2022,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Fecundity; Sample size determination; Statistics; Vital rates; Population; Population size; Sample (material); Statistical power; Population model; Demography; Population growth; Econometrics; Biology; Geography; Mathematics","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":[0.0003701121,0.00007757661,0.0001138302,0.00004309084,0.0002733709,0.000005989625,0.00007281766,0.00005504748,0.0001950389],"category_scores_gemma":[0.0003907319,0.00007320505,0.00001687487,0.0004585563,0.0000575472,0.0001842749,0.00009750147,0.0001725534,0.000008148047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010294,"about_ca_system_score_gemma":0.000006172047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003920723,"about_ca_topic_score_gemma":0.001065691,"domain_scores_codex":[0.9989387,0.0002790944,0.0002782614,0.0002774214,0.0001364713,0.00009003707],"domain_scores_gemma":[0.998654,0.001045789,0.0001430365,0.0001246265,0.000009583418,0.00002295224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008225509,0.001987562,0.8613471,0.000007838818,0.000008002296,5.246878e-7,0.0004270017,0.1175472,0.0003241066,0.0089969,0.00001195863,0.009259506],"study_design_scores_gemma":[0.0002699245,0.0005076673,0.7879874,0.000001110859,0.00000901554,5.733449e-7,0.00007254723,0.04336418,0.00004618757,0.1676801,0.000006861963,0.00005455331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799972,0.000001783506,0.01750045,0.0001654592,0.00002320382,0.002079001,0.000006654192,0.0000352863,0.0001909818],"genre_scores_gemma":[0.994857,9.884436e-7,0.002370775,0.00007911422,0.000003315768,0.002633153,0.00003334942,0.000003849347,0.00001842136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586832,"threshold_uncertainty_score":0.2985215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394672283470581,"score_gpt":0.2373059403007956,"score_spread":0.2233592174660898,"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."}}