{"id":"W4235446174","doi":"10.1007/978-94-007-0753-5_104313","title":"Undercounted Populations","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.000457643,0.0004520883,0.0003668565,0.0007949588,0.002723761,0.002650302,0.0008181363,0.0008663131,0.04934878],"category_scores_gemma":[0.001332945,0.0001667127,0.0001476664,0.001032623,0.001712381,0.002191835,0.003120726,0.002245553,0.007043997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232731,"about_ca_system_score_gemma":0.003182591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135589,"about_ca_topic_score_gemma":0.03885631,"domain_scores_codex":[0.9995696,0.0001338045,0.0000158663,0.00005267702,0.00009139549,0.0001366999],"domain_scores_gemma":[0.9997931,0.00004274868,0.00002221521,0.00001986319,0.00005759985,0.00006457168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001540584,0.00003668815,0.001714833,0.0002066463,0.000004503272,0.0002977874,0.007652114,0.000090517,0.0001767656,0.3130623,0.4542774,0.222465],"study_design_scores_gemma":[0.000002322891,0.00001041134,0.001430712,0.0001968298,0.000002543886,0.0002408058,0.00358078,0.00003166077,0.00004855375,0.01868116,0.9757711,0.000003033047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01542525,0.01615927,0.001726853,0.03028953,0.006098181,0.0000774656,0.0003188459,0.00008494376,0.9298196],"genre_scores_gemma":[0.09475474,0.02081795,0.002070402,0.01429275,0.00232107,0.0001780411,0.0004554187,0.0001361056,0.8649735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04934878,"threshold_uncertainty_score":0.1650881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08385918108622598,"score_gpt":0.3611341421657386,"score_spread":0.2772749610795126,"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."}}