{"id":"W2114516152","doi":"10.1016/j.jneb.2006.05.018","title":"Weight Gain Awareness, The Freshman 15: A Nutrition Student Public Speaking Project","year":2006,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical education; Class (philosophy); Public speaking; Psychology; Mathematics education; Medicine; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002878401,0.0001030959,0.0001273335,0.00008738354,0.0004418828,0.0002110572,0.0001644266,0.00004703023,0.0001489434],"category_scores_gemma":[0.00003468491,0.00004157984,0.00007393301,0.0005183599,0.00007633348,0.0003888338,0.000026695,0.0001291738,0.000004875287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000848913,"about_ca_system_score_gemma":0.00008566028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001671154,"about_ca_topic_score_gemma":0.0002580421,"domain_scores_codex":[0.9989686,0.00007942181,0.0003871573,0.00012416,0.000309486,0.0001311769],"domain_scores_gemma":[0.998713,0.00009542915,0.0003482387,0.00004019283,0.0007662447,0.00003685424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000441653,0.0860737,0.3811474,0.0001219012,0.00007688364,0.00001044318,0.001204377,0.000001275038,0.05691544,0.01829126,0.3394305,0.1166827],"study_design_scores_gemma":[0.0002998483,0.0001331089,0.7427191,0.00009687465,0.00006824455,0.0001041513,0.01345123,0.000001233187,0.0003270202,0.0008545105,0.2418291,0.0001155901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834334,0.001136634,0.000004562794,0.01381458,0.00083946,0.0004023616,0.00002101049,0.00001345189,0.0003344991],"genre_scores_gemma":[0.996267,0.0002986053,0.0004360905,0.0002208946,0.00224303,0.0002261572,0.00009238958,0.000001226814,0.0002145698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3615718,"threshold_uncertainty_score":0.339865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847388177013836,"score_gpt":0.3180782526483982,"score_spread":0.2696043708782598,"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."}}