{"id":"W2186972939","doi":"10.1111/spc3.12223","title":"Weight Loss Is Not the Answer: A Well‐being Solution to the “Obesity Problem”","year":2015,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Weight loss; Obesity; Stigma (botany); Weight stigma; Psychology; Psychological intervention; Social psychology; Public health; Overweight; Health problems; Social stigma; Gerontology; Medicine; Psychiatry; Nursing; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004137159,0.0001786307,0.0003122464,0.00003729689,0.004752964,0.0000274634,0.0003569631,0.000339037,0.0007967081],"category_scores_gemma":[0.00007512425,0.0001110695,0.00008111626,0.0002541909,0.0003605376,0.0001535886,0.0001765543,0.001288387,0.001338765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009967258,"about_ca_system_score_gemma":0.0002262126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084361,"about_ca_topic_score_gemma":0.004470966,"domain_scores_codex":[0.9957804,0.002427428,0.0004032385,0.0003947423,0.00033443,0.0006597247],"domain_scores_gemma":[0.9984432,0.0005749145,0.0002508089,0.0002764647,0.0002220395,0.0002325383],"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":[0.0004656188,0.0001721033,0.1815327,0.0001485923,0.0000588804,0.000003195266,0.1364506,2.352347e-7,0.00001091753,0.01759864,0.6623381,0.001220426],"study_design_scores_gemma":[0.000673274,0.00006925015,0.3634695,0.00002764009,0.00003448866,0.000004859223,0.005759958,0.00002754798,0.000001113542,0.007702662,0.6221144,0.000115315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4229411,0.0001823957,0.0003180502,0.5414136,0.001205613,0.0007290946,0.00003103305,0.00005448068,0.03312463],"genre_scores_gemma":[0.8884341,0.0001030735,0.0001422544,0.1071617,0.002114159,0.0001108168,0.000008402023,0.00001233919,0.001913232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.465493,"threshold_uncertainty_score":0.9994388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1683986642806685,"score_gpt":0.4815307903218697,"score_spread":0.3131321260412012,"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."}}