{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001007414,0.0003303761,0.0002691268,0.00007918355,0.00007567761,0.0001027358,0.0005634539,0.0004629953,0.001824716],"category_scores_gemma":[0.00001573408,0.0003192982,0.0001734441,0.00001843747,0.00004705985,0.000001947033,0.0007128706,0.0002065109,0.0006232653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004319441,"about_ca_system_score_gemma":0.000159764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006486425,"about_ca_topic_score_gemma":0.0004172427,"domain_scores_codex":[0.998532,0.00001562728,0.0002545007,0.000644847,0.0002310355,0.0003219942],"domain_scores_gemma":[0.9987569,0.000004418064,0.00005355999,0.0008286774,0.0001883679,0.0001681158],"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":[0.0001510987,0.00003847754,0.0001156944,0.00007504024,0.0003243202,0.00001476764,0.00001722324,2.013813e-7,0.02514748,0.01301167,0.9552531,0.005850902],"study_design_scores_gemma":[0.000174763,0.0002669671,0.00008786931,0.00006785212,0.00002816692,0.000004235079,0.000005503805,1.910984e-7,0.01146395,0.0004739691,0.9871095,0.0003170644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003106686,0.0002386952,0.0001837649,0.0004719759,0.0002048543,0.0003500361,0.000295628,0.00002589385,0.9951225],"genre_scores_gemma":[0.001467838,0.0003634689,0.0002893125,0.004075708,0.0004160482,0.00001488141,0.0007106437,0.0000408894,0.9926212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03185634,"threshold_uncertainty_score":0.9999259,"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."}}