{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2580449,0.001456637,0.002909195,0.001543336,0.001687147,0.002189707,0.00288879,0.002528378,0.001588651],"category_scores_gemma":[0.5771731,0.001722786,0.003673013,0.001730696,0.003877385,0.005961272,0.004499232,0.004392359,0.0002014059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492827,"about_ca_system_score_gemma":0.002224499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004679912,"about_ca_topic_score_gemma":0.005849525,"domain_scores_codex":[0.783076,0.1930136,0.008554059,0.009437739,0.004854839,0.001063782],"domain_scores_gemma":[0.168656,0.8069901,0.008141496,0.0115551,0.003749729,0.0009076006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005283917,0.0005765606,0.2323371,0.001497527,0.008753839,0.0009767563,0.002659253,0.4313928,0.003094516,0.0245798,0.003098045,0.2857498],"study_design_scores_gemma":[0.00133037,0.002284471,0.04867402,0.0008043202,0.002955196,0.0007441585,0.000358737,0.8749616,0.003233615,0.05996221,0.004414193,0.0002772059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1520382,0.004134204,0.8362306,0.002832721,0.0002581781,0.00100679,0.000374619,0.0006493434,0.002475347],"genre_scores_gemma":[0.7288765,0.001144552,0.2637744,0.00177789,0.0002101344,0.002863729,0.0005736953,0.0002595106,0.0005196704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2580449,"threshold_uncertainty_score":0.9149628,"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."}}