{"id":"W4214512210","doi":"10.1016/j.jneb.2007.04.250","title":"Evaluation Roadmap","year":2007,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1281828,0.002343617,0.002824072,0.009672911,0.003550909,0.0132204,0.006604966,0.01285314,0.06984567],"category_scores_gemma":[0.1350403,0.001421355,0.003241247,0.003694692,0.003750988,0.01260641,0.01051057,0.00898348,0.02035931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164806,"about_ca_system_score_gemma":0.1076111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036496,"about_ca_topic_score_gemma":0.008836051,"domain_scores_codex":[0.9191326,0.0437901,0.009395992,0.003215268,0.01974881,0.004717155],"domain_scores_gemma":[0.7968341,0.0596975,0.006067934,0.008287201,0.114416,0.01469718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006042707,0.0006150186,0.001074662,0.007074656,0.00008190993,0.0002970232,0.0002403422,0.003654162,0.0005013927,0.1797292,0.3114224,0.494705],"study_design_scores_gemma":[0.0004261414,0.0009783957,0.002726118,0.0119356,0.0001312778,0.0004338703,0.0005353753,0.004990765,0.001086485,0.1360627,0.8405613,0.000132016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004259166,0.06938324,0.1409822,0.4173514,0.02458371,0.01923677,0.006821061,0.00329872,0.3140837],"genre_scores_gemma":[0.1220065,0.0921557,0.425704,0.121313,0.01312977,0.03834005,0.02619859,0.001668413,0.1594841],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1281828,"threshold_uncertainty_score":0.6779035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081298686929991,"score_gpt":0.5538534307566955,"score_spread":0.3457235620636964,"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."}}