{"id":"W4286005566","doi":"10.1371/journal.pone.0264963","title":"School and community drivers of child diets in two Arab cities: The SCALE protocol and innovative tools to assess children’s food environments","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; International Development Research Centre; American University of Beirut","keywords":"Scale (ratio); Protocol (science); Environmental health; Food science; Geography; Medicine; Biology; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007016462,0.001920152,0.0009564748,0.001982986,0.004103636,0.001431774,0.001570493,0.001215071,0.006142715],"category_scores_gemma":[0.004980204,0.001796254,0.00150337,0.002011234,0.00149135,0.001256666,0.002925311,0.001703193,0.001172386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005660848,"about_ca_system_score_gemma":0.01409392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05481498,"about_ca_topic_score_gemma":0.1094009,"domain_scores_codex":[0.9966671,0.001755839,0.0003307287,0.0004153646,0.0002679715,0.0005629673],"domain_scores_gemma":[0.9963623,0.0004778453,0.0005340835,0.0006343542,0.001351501,0.0006399151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01275296,0.04019175,0.760884,0.002887712,0.0004632781,0.0035835,0.04869947,0.0034527,0.007591031,0.003292437,0.02304723,0.09315386],"study_design_scores_gemma":[0.005063088,0.01342374,0.8909842,0.000479227,0.0002263909,0.0003647495,0.05452573,0.001945988,0.003233843,0.001033437,0.02851786,0.0002018099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.72685,0.0001019913,0.002762489,0.0004326193,0.00005780722,0.2553949,0.009314709,0.00007705701,0.005008506],"genre_scores_gemma":[0.2858323,0.000205464,0.01565318,0.0003537022,0.00002704729,0.6898961,0.004636158,0.00001770407,0.003378404],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.05481498,"threshold_uncertainty_score":0.1089919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645369551875232,"score_gpt":0.2850174098581437,"score_spread":0.2285637143393913,"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."}}