{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009693112,0.00006756128,0.0001216212,0.00003840225,0.00009292361,0.00002630488,0.0001620509,0.00003326752,0.00006994021],"category_scores_gemma":[0.002827438,0.00003855333,0.00005784535,0.0001127583,0.0000834682,0.0000861646,0.00007935782,0.00009501181,0.000002076459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008217386,"about_ca_system_score_gemma":0.00003626087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003955575,"about_ca_topic_score_gemma":0.00008336394,"domain_scores_codex":[0.9987103,0.00009967041,0.0005597504,0.00007213974,0.0004926836,0.00006546673],"domain_scores_gemma":[0.9975038,0.001216002,0.00065206,0.000132553,0.0004704994,0.00002513789],"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":[0.0003020128,0.0001934158,0.3019238,0.0002438346,0.0001819887,0.00000635619,0.001835235,0.01133504,0.0002573575,0.5717764,0.0103374,0.1016071],"study_design_scores_gemma":[0.0002011802,0.00002090997,0.4181495,0.00003698793,0.00002611326,0.00002171266,0.00001192887,0.01396942,0.00006691209,0.5672383,0.0002254179,0.00003166448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873196,0.00001961779,0.009313011,0.002387366,0.000512689,0.0001830826,0.0001775471,0.000007882333,0.00007920464],"genre_scores_gemma":[0.9870076,0.00002215605,0.01270202,0.00003695281,0.00006559442,0.00000229737,0.00001750293,0.000005978343,0.0001398561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162257,"threshold_uncertainty_score":0.3384912,"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."}}