{"id":"W4403820056","doi":"10.24294/jipd.v8i12.8948","title":"Regional fertility characteristics of urban population of Kazakhstan at the end of the 20th–first quarter of the 21st centuries","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Fertility; Geography; Population; Demography; Archaeology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002452105,0.0000840595,0.0001595683,0.0007571623,0.0005363715,0.0004551918,0.0002242912,0.0001187803,0.002003659],"category_scores_gemma":[0.0006540169,0.0000861084,0.0002120616,0.001261455,0.0003876666,0.000168889,0.0003509369,0.0001426403,0.0002725891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006823777,"about_ca_system_score_gemma":0.0003597437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02178908,"about_ca_topic_score_gemma":0.02485346,"domain_scores_codex":[0.9998432,0.00003886357,0.00001541934,0.00002932438,0.00001706687,0.00005613556],"domain_scores_gemma":[0.9997723,0.00004050635,0.00008148734,0.00001988496,0.00005041275,0.00003545282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007690659,0.00001804756,0.9885482,0.00002011044,0.0000244655,0.0001459641,0.003619431,0.000457794,0.0004284084,0.000677322,0.0003563237,0.005626931],"study_design_scores_gemma":[9.626208e-7,0.00002562279,0.997125,0.0000034225,0.000004569916,0.0001449767,0.001877324,0.00008335652,0.00003996558,0.00004587751,0.0006460657,0.000002813629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988379,0.0001528918,0.00002880573,0.00002652979,0.000001836339,0.000002610174,0.0002518344,0.000002788765,0.0006948526],"genre_scores_gemma":[0.9994429,0.00006723065,0.00001681685,0.000004632986,0.000002248654,0.000002090083,0.0001889584,9.223741e-7,0.0002742157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02178908,"threshold_uncertainty_score":0.04332447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307378736883407,"score_gpt":0.2636131699352179,"score_spread":0.2505393825663838,"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."}}