{"id":"W4384932038","doi":"10.5539/ijsp.v12n4p19","title":"A Close Look at the Estimation of the Population Size","year":2023,"lang":"en","type":"article","venue":"International Journal of Statistics and Probability","topic":"Census and Population Estimation","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estimator; Statistics; Sampling (signal processing); Estimation; Mark and recapture; Mathematics; Population size; Population; Econometrics; Computer science; Demography; Sociology","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":[0.004393834,0.0007544879,0.001201738,0.002043839,0.0006286192,0.002110328,0.001146375,0.002191023,0.004231286],"category_scores_gemma":[0.02350751,0.0005486489,0.0008072305,0.00119219,0.00234773,0.004780505,0.002076227,0.005443003,0.002241624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009557547,"about_ca_system_score_gemma":0.0005088708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337072,"about_ca_topic_score_gemma":0.0006798675,"domain_scores_codex":[0.9953229,0.00269703,0.0001757091,0.0008632406,0.0008810122,0.0000600995],"domain_scores_gemma":[0.9913442,0.007036282,0.0003080241,0.0005480612,0.000656975,0.0001065144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005677949,0.0000701946,0.004417136,0.001218794,0.0001591616,0.0004695667,0.000768767,0.02201794,0.00307615,0.5577983,0.03173569,0.3782116],"study_design_scores_gemma":[0.0000167548,0.000155437,0.005603097,0.00103858,0.00005807588,0.001463589,0.0003278919,0.03735156,0.002269992,0.6760793,0.2754945,0.0001412226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003416241,0.05310215,0.9121243,0.01277134,0.002740491,0.00004423457,0.0002270287,0.0002024516,0.01537172],"genre_scores_gemma":[0.1718374,0.1173244,0.6473535,0.009232866,0.01729942,0.0003816875,0.001134356,0.0007614347,0.03467494],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004393834,"threshold_uncertainty_score":0.02323705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666748662806046,"score_gpt":0.3426840514888138,"score_spread":0.3060165648607533,"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."}}