{"id":"W3125893166","doi":"10.33423/jabe.v21i4.2135","title":"Socio-Econo-Engineering: What is the Right Dose of Capitalism Regarding Fertility? Recommendations How to Use Capitalism for Population Control and How to Avert the Falling Rate of Fertility in Capitalist Territories","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Total fertility rate; Capitalism; Economics; Industrialisation; Index (typography); Population; Sub-replacement fertility; Development economics; Demographic economics; Economic growth; Birth rate; Demography; Political science; Market economy; Family planning; Sociology; Politics","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":[0.001189713,0.0001230335,0.0003692949,0.0001269425,0.0001893957,0.0004558778,0.0001858995,0.00007933073,0.000005623883],"category_scores_gemma":[0.00008314486,0.00008345841,0.00007443674,0.0001337097,0.00008890829,0.0008605502,0.00003732082,0.00009313408,1.027449e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004752393,"about_ca_system_score_gemma":0.00004840085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265516,"about_ca_topic_score_gemma":0.004227135,"domain_scores_codex":[0.9991762,0.00003948772,0.000369759,0.0001686759,0.00007262351,0.0001732263],"domain_scores_gemma":[0.9988357,0.0004114462,0.0003586638,0.0001416835,0.0001794586,0.00007305227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003414418,0.0003984966,0.3951404,0.0009046826,0.001358361,0.000002026474,0.3122179,0.01490796,0.002674482,0.2004081,0.001774771,0.06679834],"study_design_scores_gemma":[0.001372868,0.00006925801,0.9396814,0.0001273299,0.00008581595,0.000001256212,0.03532362,0.001069602,0.0001331067,0.01129587,0.01057484,0.0002650874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707897,0.0001740545,0.0001695519,0.02790225,0.0004698707,0.0004149813,0.00005388105,0.0000032221,0.00002255062],"genre_scores_gemma":[0.9988912,0.0004867935,0.0002863441,0.0001982508,0.00008200524,0.00001460996,0.000004980785,0.000008102544,0.00002770468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5445409,"threshold_uncertainty_score":0.439604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035921766523837,"score_gpt":0.2406720127912929,"score_spread":0.2203127951260545,"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."}}