{"id":"W1993562676","doi":"10.1145/1699775.1699789","title":"MyMeal","year":2010,"lang":"en","type":"article","venue":"interactions","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002198814,0.00003714077,0.0000340371,0.000037096,0.00006095116,0.00001423252,0.00005708093,0.00002960586,0.0200549],"category_scores_gemma":[0.0000129502,0.00003431381,0.00003530772,0.00004757737,0.00002230946,0.00003964377,0.000008059142,0.00025986,0.00254323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003151075,"about_ca_system_score_gemma":0.000004881827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002609162,"about_ca_topic_score_gemma":0.0007857996,"domain_scores_codex":[0.9997193,0.00000863046,0.00006724762,0.00008705662,0.00003010615,0.00008769879],"domain_scores_gemma":[0.9997412,0.00003602081,0.00002077029,0.0001544687,0.0000190583,0.00002849444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003397279,0.00181432,0.3320846,0.000002489423,0.00007060547,0.00003571001,0.004919555,0.000001329313,0.1185393,0.06134221,0.3506624,0.1304935],"study_design_scores_gemma":[0.0002694505,0.00006827794,0.3065089,0.000004195931,0.00002214889,0.0000988489,0.001114199,0.00001021664,0.0002869325,0.0007462009,0.6907283,0.0001423769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7604797,0.000003426881,0.00006947027,0.0004018829,0.00394917,0.00002842492,0.000004551733,0.00005900575,0.2350044],"genre_scores_gemma":[0.9757368,1.476779e-7,0.0002499183,0.0001421223,0.0001560781,0.00002272849,0.000005279507,0.000006691487,0.02368024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3400659,"threshold_uncertainty_score":0.9982334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475355619535951,"score_gpt":0.3902375097024384,"score_spread":0.3654839535070789,"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."}}