{"id":"W2123644333","doi":"10.1146/annurev.ecolsys.31.1.441","title":"Quasi-Replication and the Contract of Error: Lessons from Sex Ratios, Heritabilities and Fluctuating Asymmetry","year":2000,"lang":"en","type":"article","venue":"Annual Review of Ecology and Systematics","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":397,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bamfield Marine Sciences Centre; University of Alberta","funders":"","keywords":"Replication (statistics); Funnel; Incentive; Computer science; Econometrics; Positive economics; Statistics; Economics; Microeconomics; 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":[0.0008407278,0.00007464064,0.0005029954,0.00000276006,0.0001231835,0.000007529157,0.00005751898,0.00004661684,0.00004679712],"category_scores_gemma":[0.0004108695,0.0000240358,0.00003299507,0.000044539,0.0002164323,0.00004756315,0.00002653116,0.00004308261,9.462588e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002022782,"about_ca_system_score_gemma":0.000002992813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001216352,"about_ca_topic_score_gemma":0.0004863981,"domain_scores_codex":[0.9991236,0.0002249253,0.0003947955,0.0001223694,0.00006095808,0.00007329874],"domain_scores_gemma":[0.9980038,0.001691247,0.0001980431,0.0000341894,0.00005354991,0.00001914722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003146157,0.0006274495,0.3126248,0.05110797,0.0008876108,0.000004868994,0.01794807,8.008153e-7,0.006675024,0.06338164,0.002175736,0.5442514],"study_design_scores_gemma":[0.0006959642,0.0009135306,0.966585,0.00766515,0.0003718486,0.00004889995,0.01444446,0.0006954187,0.0001177712,0.004776326,0.003389299,0.0002962743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353881,0.06170876,5.012306e-7,0.001965335,0.000008554234,0.0003208487,0.0001175249,0.000004446121,0.0004859028],"genre_scores_gemma":[0.9627886,0.03682096,0.0000515767,0.0002181222,0.00002065976,0.00001555597,0.000009121212,3.524312e-7,0.00007504349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6539603,"threshold_uncertainty_score":0.09801514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437225864374943,"score_gpt":0.2829373744190568,"score_spread":0.2392147879815625,"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."}}