{"id":"W7084111865","doi":"10.1093/9780197766101.003.0001","title":"Humanity Is Ready to Flourish, Globally","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flourishing; Humanity; Globe; Quarter (Canadian coin); Work (physics)","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":[0.000249981,0.000502886,0.0003102867,0.0006663114,0.001473825,0.00490905,0.0003361552,0.0009348129,0.05260169],"category_scores_gemma":[0.0004559544,0.0001387342,0.0001948817,0.001300254,0.001707586,0.003428955,0.00168495,0.002225296,0.01775386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676408,"about_ca_system_score_gemma":0.001537404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216529,"about_ca_topic_score_gemma":0.008687785,"domain_scores_codex":[0.9998181,0.00003408431,0.000004360221,0.00003242543,0.00008679811,0.00002421432],"domain_scores_gemma":[0.9998459,0.00004478534,0.000008377762,0.00001500018,0.0000414754,0.00004448147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001218342,0.00001916959,0.0001526285,0.0002322847,0.000003710147,0.00006963014,0.001329828,0.0001473192,0.000553477,0.1512647,0.7258968,0.1203183],"study_design_scores_gemma":[9.353319e-7,0.000006425405,0.0001477412,0.0001426824,9.488678e-7,0.00006235315,0.0002815186,0.00002385732,0.00005873652,0.007731528,0.9915406,0.000002560781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001416461,0.0663042,0.001165178,0.02462985,0.009481088,0.00002936678,0.0002315527,0.0002268135,0.8965154],"genre_scores_gemma":[0.01484587,0.02823315,0.001322382,0.008127808,0.002342033,0.00003140536,0.0002213871,0.0001835805,0.9446924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05260169,"threshold_uncertainty_score":0.1759702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855047117719704,"score_gpt":0.2906508590669685,"score_spread":0.2721003878897715,"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."}}