{"id":"W2908194371","doi":"10.1002/eat.22999","title":"Effort expenditure for rewards task modified for food: A novel behavioral measure of willingness to work for food","year":2018,"lang":"en","type":"article","venue":"International Journal of Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Binge eating; Psychology; Task (project management); Work (physics); Reward system; Social psychology; Developmental psychology; Clinical psychology; Eating disorders; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059672,0.0002542631,0.0004288316,0.0002415271,0.0001847974,0.00007119331,0.0006999199,0.0001897627,0.00005886831],"category_scores_gemma":[0.000308269,0.0002356104,0.0005308935,0.000159165,0.0001019686,0.0001348197,0.0000430233,0.0001648611,0.000001167563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007049929,"about_ca_system_score_gemma":0.0001026376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000382229,"about_ca_topic_score_gemma":0.0003582082,"domain_scores_codex":[0.9978617,0.00002282039,0.0009082028,0.0003213177,0.000507448,0.000378506],"domain_scores_gemma":[0.9969849,0.0002881136,0.0008859466,0.0002011156,0.00152401,0.0001159085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03154862,0.01312085,0.6035721,0.0004154904,0.005742499,0.000006074293,0.04665482,0.004528458,0.02366452,0.01472856,0.05791707,0.1981009],"study_design_scores_gemma":[0.1669828,0.2622041,0.2105045,0.01069625,0.005543753,0.000351297,0.06622596,0.003307023,0.007522621,0.06517656,0.1925663,0.008918891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7847182,0.0001377211,0.209719,0.0002959805,0.00327014,0.001056838,0.0005869266,0.00001983346,0.0001953999],"genre_scores_gemma":[0.9730595,0.000001876394,0.02527422,0.0001809609,0.0008916406,0.0003003305,0.00005351623,0.00006788508,0.0001700223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3930676,"threshold_uncertainty_score":0.9607911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05370769687071711,"score_gpt":0.3709245580078896,"score_spread":0.3172168611371725,"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."}}