{"id":"W2161273704","doi":"10.1016/j.jneb.2014.03.006","title":"The Balancing Act","year":2014,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Calorie; Tilt (camera); Perception; Computer science; Psychology; Medicine; Mathematics; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004082413,0.0007444615,0.0006355176,0.001062017,0.002980969,0.004477861,0.001212091,0.004587083,0.05563095],"category_scores_gemma":[0.01807487,0.0005419457,0.0008310145,0.0009756632,0.008250085,0.007725966,0.002892237,0.004267843,0.007637875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621742,"about_ca_system_score_gemma":0.002029063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092968,"about_ca_topic_score_gemma":0.001995937,"domain_scores_codex":[0.9952062,0.002700368,0.000218111,0.0008624379,0.0007158011,0.0002972026],"domain_scores_gemma":[0.9950193,0.002955038,0.0003045159,0.000883011,0.0006126412,0.0002254851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002752938,0.00001132299,0.0001245896,0.00002070302,0.000006170299,0.00005049317,0.0003308732,0.0002707556,0.00007844446,0.9831254,0.007059255,0.008894324],"study_design_scores_gemma":[0.00001769126,0.000009756968,0.0001042027,0.00005220654,0.000008321449,0.0000843763,0.0003251323,0.002011207,0.0001227609,0.9512721,0.04598303,0.000009201382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01024714,0.001239063,0.1033643,0.0273158,0.001396471,0.0001344384,0.0002104571,0.0002121232,0.8558803],"genre_scores_gemma":[0.6396344,0.001266453,0.0544448,0.00655341,0.0007484382,0.0006392132,0.0003281847,0.0002825169,0.2961026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05563095,"threshold_uncertainty_score":0.1861041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358547808056467,"score_gpt":0.3114030537495825,"score_spread":0.2978175756690179,"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."}}