{"id":"W4255242017","doi":"10.1016/j.jneb.2020.08.011","title":"External Validity","year":2020,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Representativeness heuristic; External validity; Psychology; Context (archaeology); Replication (statistics); Sample (material); Perception; Social psychology; Applied psychology; Mathematics; Statistics; Geography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1815544,0.002153517,0.003345084,0.007110056,0.005707427,0.006586839,0.002848253,0.003111232,0.03798832],"category_scores_gemma":[0.514282,0.001959805,0.009058324,0.00666619,0.007839802,0.004083853,0.008540353,0.003735182,0.008067229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003981243,"about_ca_system_score_gemma":0.008615531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003470555,"about_ca_topic_score_gemma":0.007784111,"domain_scores_codex":[0.7801945,0.08207717,0.04816416,0.03029078,0.05402102,0.005252451],"domain_scores_gemma":[0.3886994,0.388859,0.02230933,0.1087299,0.08940401,0.001998279],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003544366,0.001507885,0.5322807,0.0105419,0.006622802,0.001192293,0.01925177,0.004231507,0.002253682,0.08264208,0.06195942,0.2739716],"study_design_scores_gemma":[0.002357715,0.00165268,0.4645954,0.009311656,0.00930295,0.002994187,0.008258988,0.01851431,0.01172769,0.128485,0.3420361,0.0007632133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3056426,0.01014295,0.2701605,0.01047369,0.006265198,0.05976094,0.03852835,0.002035572,0.2969902],"genre_scores_gemma":[0.8273605,0.0009892876,0.06660551,0.003810717,0.0007969925,0.05227625,0.01510383,0.00150576,0.03155118],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8184456,"threshold_uncertainty_score":0.9601631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447771432090469,"score_gpt":0.4510075423589526,"score_spread":0.3062303991499057,"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."}}