{"id":"W2413762815","doi":"10.1177/003335490612100519","title":"International Observer","year":2006,"lang":"en","type":"article","venue":"Public Health Reports","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Kaohsiung Marine University","keywords":"Consumption (sociology); Revenue; Tax revenue; State (computer science); Government (linguistics); Business; Quarter (Canadian coin); Tobacco control; Environmental health; Public health; Demographic economics; Medicine; Political science; Economics; Geography; Law; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002719234,0.0001404322,0.0002698477,0.0002102436,0.001437405,0.00002750714,0.0001604803,0.0001946574,0.003625767],"category_scores_gemma":[0.000458823,0.0001393069,0.00007376838,0.0003193109,0.00004642877,0.0003584959,0.0001296462,0.0005962453,0.0004192311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006171604,"about_ca_system_score_gemma":0.001788391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007658315,"about_ca_topic_score_gemma":0.001665015,"domain_scores_codex":[0.9962862,0.0003757317,0.001475918,0.0003773213,0.0005082539,0.0009765456],"domain_scores_gemma":[0.9977879,0.0001536897,0.0008050758,0.0004562455,0.0003682289,0.0004288799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006118106,0.0002016105,0.5520819,0.0002296055,0.00001583447,0.00006268372,0.001478652,0.00001102787,0.00000257381,0.07183664,0.3693125,0.004760881],"study_design_scores_gemma":[0.0001779439,0.00001651414,0.2684413,0.00003104062,0.000001337072,0.00001805999,0.0002679331,0.00006684579,2.176464e-7,0.002727483,0.7281669,0.00008436768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1697962,0.0005256119,0.001048788,0.3201188,0.01437918,0.001932039,0.00007774933,0.000862735,0.4912589],"genre_scores_gemma":[0.9759933,0.00007689152,0.001622017,0.01172461,0.001733537,0.0002026396,0.0004964677,0.00002868474,0.008121893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.806197,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3220516572090467,"score_gpt":0.4939232924099899,"score_spread":0.1718716352009433,"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."}}