{"id":"W2800709586","doi":"10.25336/csp29400","title":"Population and Society: An Introduction to Demography","year":2018,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demography; Population; Sociology; Geography","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":[0.001943392,0.001937429,0.001536662,0.005680447,0.001527757,0.002734578,0.001317637,0.00125968,0.01975616],"category_scores_gemma":[0.003046892,0.000678007,0.0008638403,0.01043166,0.006380193,0.003641648,0.002238595,0.003667723,0.00503771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005925814,"about_ca_system_score_gemma":0.006270811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1116563,"about_ca_topic_score_gemma":0.1896693,"domain_scores_codex":[0.9987862,0.0005169651,0.0001194087,0.0001415892,0.0003643209,0.00007151124],"domain_scores_gemma":[0.9986283,0.0008362878,0.00006978564,0.000105263,0.0002612763,0.00009914219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001968354,0.00004294384,0.003021478,0.002048131,0.00004336531,0.0002114598,0.00351513,0.0022446,0.0003913062,0.2621501,0.4138322,0.3124795],"study_design_scores_gemma":[0.00000333694,0.00001563898,0.003661002,0.0009569247,0.000007230325,0.0002522574,0.0008615062,0.0002744309,0.00003453364,0.06926635,0.924641,0.00002580862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001929413,0.786647,0.04722085,0.0442036,0.01183599,0.0002425287,0.005125789,0.0005032541,0.1022916],"genre_scores_gemma":[0.04397287,0.7796328,0.06365513,0.01013157,0.01162296,0.0006244521,0.003651745,0.0004771923,0.08623129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8883437,"threshold_uncertainty_score":0.2220128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0653594496086407,"score_gpt":0.3699224111207797,"score_spread":0.304562961512139,"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."}}