{"id":"W2913354988","doi":"10.1016/j.jneb.2017.05.114","title":"Smarter Lunchrooms Randomized Control Trial: Results from Year 4","year":2017,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Fidelity; Selection (genetic algorithm); Randomized controlled trial; General partnership; Psychology; Medicine; Medical education; Environmental health; Computer science; Business; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003288137,0.002475314,0.008929498,0.0007043187,0.0008812866,0.002254382,0.001666141,0.003510879,0.01868919],"category_scores_gemma":[0.003802333,0.001032726,0.00462015,0.0007238479,0.001862435,0.00244787,0.0009332964,0.004916017,0.002398175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359512,"about_ca_system_score_gemma":0.002697306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091564,"about_ca_topic_score_gemma":0.005822189,"domain_scores_codex":[0.9983935,0.0007308059,0.0001275949,0.0003043187,0.00010404,0.0003398179],"domain_scores_gemma":[0.9977421,0.0005707253,0.0006278194,0.0002903092,0.0001827752,0.0005863887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9917865,0.00199539,0.0001281848,0.0003652733,0.001181612,0.00001139921,0.00001902707,0.00008208346,0.0003196739,0.00004999973,0.0006013461,0.003459472],"study_design_scores_gemma":[0.9825722,0.0148307,0.0009237159,0.00004225812,0.0009863566,0.000006830406,0.00001698611,0.00007917643,0.00008233674,0.00009508902,0.000352564,0.00001178202],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574506,0.01594119,0.002298855,0.002529584,0.003009257,0.00687306,0.005570373,0.0005961296,0.005731017],"genre_scores_gemma":[0.9626429,0.005361791,0.00384512,0.002534356,0.001684846,0.009136998,0.002764746,0.0001284982,0.01190076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01868919,"threshold_uncertainty_score":0.06252158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567582956772103,"score_gpt":0.2635364068198678,"score_spread":0.2478605772521468,"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."}}