{"id":"W1973881119","doi":"10.1177/1359105315573434","title":"The relative contributions of body image evaluation and investment in the prediction of dietary restraint in men","year":2015,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Body mass index; Investment (military); Multilevel model; Regression analysis; Regression; Physical activity; Psychology; Medicine; Statistics; Mathematics; Endocrinology; Physical therapy; Political science","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":[0.008683115,0.00006406564,0.00030181,0.0001883599,0.00003227439,0.000002459717,0.00007615345,0.00009244034,0.000003897941],"category_scores_gemma":[0.001381665,0.00003580381,0.00003890325,0.000203288,0.0002218246,0.00008347523,0.000009173403,0.0005416218,5.145266e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230361,"about_ca_system_score_gemma":0.0005620836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006622359,"about_ca_topic_score_gemma":0.00002443194,"domain_scores_codex":[0.996937,0.00135203,0.001088821,0.00008683836,0.0003782226,0.0001571026],"domain_scores_gemma":[0.998269,0.000314711,0.000780925,0.0001732665,0.0003802279,0.00008184219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02389177,0.01012568,0.4638811,0.0007652747,0.001993583,0.0007165117,0.1567464,0.001032536,0.06576835,0.03928418,0.1616166,0.07417797],"study_design_scores_gemma":[0.00592728,0.003494088,0.966147,0.0002249057,0.00005518871,0.0003848918,0.001456313,0.0005709275,0.00002318818,0.02107408,0.0006204793,0.00002164543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059358,0.003787403,0.0002744582,0.08558339,0.000224854,0.0009015758,0.00001289892,0.000002017183,0.003277587],"genre_scores_gemma":[0.997574,0.0009783781,0.0003306674,0.0010434,0.00004405049,0.00001045561,0.000007799799,0.000004317806,0.000006877287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5022659,"threshold_uncertainty_score":0.3009412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09487717529286843,"score_gpt":0.4621147980856125,"score_spread":0.3672376227927441,"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."}}