{"id":"W4200031416","doi":"10.1126/science.acz9835","title":"India defuses its population bomb","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Global Health Care Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Nuclear weapon; Population; Physics; Medicine; Environmental health; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007783097,0.0000617948,0.0001019394,0.00007185664,0.001061728,0.00001585147,0.0002164871,0.0000667464,0.0004555719],"category_scores_gemma":[0.001424583,0.00005688432,0.00001645327,0.001061826,0.00007982863,0.0003089131,0.0001687396,0.0002051904,0.002342683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499447,"about_ca_system_score_gemma":0.001080351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002042107,"about_ca_topic_score_gemma":0.0002935643,"domain_scores_codex":[0.9983353,0.0001441382,0.000236858,0.0002923219,0.000464531,0.0005268462],"domain_scores_gemma":[0.9988698,0.0001335336,0.00008671652,0.0002629431,0.0004590981,0.0001878893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001244432,0.00006066098,0.9123918,0.0003061935,0.000002558055,0.00005286456,0.00509241,0.00001364156,0.007155991,0.05662951,0.01408981,0.004192158],"study_design_scores_gemma":[0.000107188,0.00001333506,0.9634838,0.0001109924,0.000002015352,0.000002796255,0.0009072248,0.0000368008,0.0009231606,0.001327107,0.03301475,0.00007084208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735595,0.0008404636,0.00001402448,0.001791542,0.00227105,0.000235856,0.000007711376,0.0001023422,0.02117752],"genre_scores_gemma":[0.9947477,0.00003852451,0.0007788241,0.002530881,0.0001350044,0.0000142609,0.000006214039,0.000005356351,0.00174324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0553024,"threshold_uncertainty_score":0.9984341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08077207547279941,"score_gpt":0.5198453973057825,"score_spread":0.4390733218329831,"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."}}