{"id":"W2329280890","doi":"10.1080/15459624.2013.836280","title":"Case Study","year":2013,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Column (typography); Library science; Computer science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005794526,0.0009071114,0.0005689475,0.002230619,0.003312629,0.001381898,0.001292429,0.003302314,0.02222873],"category_scores_gemma":[0.004398394,0.0003102444,0.0009462706,0.002131214,0.00127789,0.001176597,0.001781329,0.002289995,0.003818433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002476193,"about_ca_system_score_gemma":0.001711887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00922336,"about_ca_topic_score_gemma":0.0138659,"domain_scores_codex":[0.9991799,0.000226971,0.00007518534,0.0001107148,0.0001578748,0.000249413],"domain_scores_gemma":[0.9989039,0.0003443013,0.0001577577,0.000063827,0.0001451619,0.0003850939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001374988,0.0003451891,0.0108445,0.0003028132,0.00003482045,0.9245021,0.002058535,0.0004873863,0.000540604,0.004448463,0.03175043,0.0245476],"study_design_scores_gemma":[0.00002600587,0.0001058728,0.00489115,0.0004212235,0.00002722369,0.9293527,0.004700071,0.000436091,0.0005169492,0.002889072,0.05660114,0.00003249132],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.583939,0.02097737,0.02180402,0.0535485,0.003708649,0.002210868,0.003509129,0.0003471991,0.3099553],"genre_scores_gemma":[0.9129242,0.008140319,0.007230506,0.009487676,0.0007702315,0.0004618365,0.001037156,0.0001478998,0.05980041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02222873,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05018693624752327,"score_gpt":0.3104962251330099,"score_spread":0.2603092888854866,"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."}}