{"id":"W6962708139","doi":"10.17037/pubs.04673379","title":"School Meals Case Study: Mexico","year":2024,"lang":"es","type":"article","venue":"LSHTM Research Online (London School of Hygiene and Tropical Medicine)","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); School system; Quarter (Canadian coin)","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":[0.0009883543,0.0003112381,0.0002668313,0.00157618,0.003899536,0.001777279,0.001209802,0.001693778,0.01613997],"category_scores_gemma":[0.002191801,0.0001937707,0.000383672,0.002641076,0.0006477932,0.001052646,0.001547368,0.0008787803,0.000679631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006880066,"about_ca_system_score_gemma":0.005019075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1637907,"about_ca_topic_score_gemma":0.2375545,"domain_scores_codex":[0.999156,0.0002673041,0.00004415801,0.0001146633,0.0001132101,0.0003047182],"domain_scores_gemma":[0.9989385,0.0002548877,0.0002452559,0.00006384686,0.0002495968,0.0002478773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00140628,0.003434481,0.5252351,0.003075601,0.0002672522,0.05336744,0.06281315,0.00351671,0.002120959,0.05130555,0.1259827,0.1674748],"study_design_scores_gemma":[0.0002069807,0.0005794671,0.5178611,0.001104672,0.0001636366,0.00512068,0.1927951,0.002051814,0.0009557753,0.002065534,0.2770276,0.00006750819],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916227,0.002196888,0.001337645,0.00773616,0.0001610809,0.0007665546,0.004482329,0.00006807863,0.0916286],"genre_scores_gemma":[0.9510626,0.002993269,0.003348671,0.0009591523,0.00008894991,0.0007262896,0.00320906,0.00002754349,0.03758439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1637907,"threshold_uncertainty_score":0.3256747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041927364826505,"score_gpt":0.418823843256307,"score_spread":0.3146311067736565,"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."}}