{"id":"W7164800614","doi":"10.17605/osf.io/9mg4a","title":"In search of relief: understanding the underlying learning mechanisms of stress-induced overeating","year":2025,"lang":"","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overeating; Emotional eating; Binge eating; Affect (linguistics); Operationalization; Consumption (sociology); Pleasure; Mechanism (biology); Alexithymia","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":[0.0009106003,0.0006450222,0.0008106742,0.0005199354,0.0003063237,0.001728381,0.001483356,0.001385671,0.002063239],"category_scores_gemma":[0.001444219,0.0002812591,0.0004288398,0.0003316335,0.001569257,0.003445403,0.001163502,0.00274603,0.0004385261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000564833,"about_ca_system_score_gemma":0.0009980953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491069,"about_ca_topic_score_gemma":0.001398,"domain_scores_codex":[0.9998374,0.00003299686,0.000009545787,0.00005290432,0.00003570078,0.00003137935],"domain_scores_gemma":[0.9994973,0.0001604832,0.0001270706,0.00004078453,0.00008243386,0.00009197758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00119125,0.001213783,0.02277303,0.006714297,0.0005173689,0.001144862,0.003749932,0.009440994,0.05822289,0.1214379,0.01227709,0.7613166],"study_design_scores_gemma":[0.0001419204,0.001944108,0.1025139,0.00373505,0.0003924888,0.001683821,0.003127295,0.04165206,0.01148387,0.7586583,0.07442854,0.0002386101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3465098,0.4181193,0.111847,0.08244271,0.002556994,0.0003145292,0.0007325833,0.0005056245,0.03697158],"genre_scores_gemma":[0.721804,0.2385352,0.02077765,0.008854981,0.003017326,0.0002755316,0.0004241428,0.00006228845,0.006248781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002063239,"threshold_uncertainty_score":0.006902218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1761266608667263,"score_gpt":0.3862310817754309,"score_spread":0.2101044209087046,"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."}}