{"id":"W1551605905","doi":"10.1111/nyas.12543","title":"Convergent innovation for affordable nutrition, health, and health care: the global pulse roadmap","year":2014,"lang":"en","type":"article","venue":"Annals of the New York Academy of Sciences","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pulse (music); Health care; Business; Environmental health; Medicine; Economic growth; Computer science; Telecommunications; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01511491,0.0009943112,0.0005847457,0.002862204,0.003334859,0.0104273,0.00135219,0.007875227,0.01048185],"category_scores_gemma":[0.01297462,0.000327862,0.000913059,0.002599332,0.011488,0.01579747,0.0127665,0.007309207,0.0009630861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007115774,"about_ca_system_score_gemma":0.02069279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002408659,"about_ca_topic_score_gemma":0.002247349,"domain_scores_codex":[0.9928308,0.003136178,0.00028222,0.0003687164,0.002463676,0.0009183807],"domain_scores_gemma":[0.9893203,0.00691623,0.0002996576,0.0007734583,0.001364903,0.001325424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002418069,0.00003868031,0.0003304683,0.0002212041,0.000007758802,0.000129136,0.0005112717,0.001119858,0.0001486903,0.9356642,0.009556273,0.05224812],"study_design_scores_gemma":[0.00002676623,0.0001754386,0.0009927928,0.000595143,0.00001237362,0.0002988164,0.001894504,0.003006873,0.000410538,0.7970007,0.1955413,0.00004465633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02945291,0.03198509,0.1058331,0.4329847,0.004378373,0.0005381771,0.0002515259,0.0005824817,0.3939937],"genre_scores_gemma":[0.7579243,0.05214694,0.1183755,0.03186752,0.003055155,0.001338569,0.0003988706,0.0001915206,0.03470163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01511491,"threshold_uncertainty_score":0.07993621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09534025181263693,"score_gpt":0.3432729673989762,"score_spread":0.2479327155863393,"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."}}