{"id":"W2098608974","doi":"10.1017/s0376892903250207","title":"How Much Risk? A Guide to Understanding Environmental Health Hazards<scp>INGE F. GOLDSTEIN AND MARTIN GOLDSTEIN</scp>xii + 338 pp., 68 figs., 24 × 16 × 3 cm, ISBN 0 19 513994 1 hardback, GB£ 19.99, Oxford, UK: Oxford University Press, 2002","year":2003,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental ethics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001405239,0.0004018431,0.0003598324,0.000143368,0.001815657,0.0002859957,0.0003123053,0.0002090308,0.0009030162],"category_scores_gemma":[0.000221935,0.000474888,0.0001396291,0.00022875,0.000457612,0.0007451734,0.0002449245,0.0003270763,0.00008816163],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004081515,"about_ca_system_score_gemma":0.0001095134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500551,"about_ca_topic_score_gemma":0.002115093,"domain_scores_codex":[0.9961295,0.0009536096,0.0004475368,0.0008426057,0.0008231868,0.0008035617],"domain_scores_gemma":[0.9983029,0.0001569964,0.0004292257,0.00042112,0.00000597508,0.0006837778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007203649,0.0004891343,0.1358435,0.00006937325,0.0001510061,0.00002960183,0.01583926,0.00007255019,0.001770129,0.01278474,0.8290302,0.003848466],"study_design_scores_gemma":[0.001123995,0.0001842703,0.0204125,0.00002999844,0.00004731975,0.000003384129,0.0588568,0.0002265622,0.0001173607,0.0001572605,0.9185621,0.0002784728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948456,0.001462109,0.008025439,0.01194514,0.0005728825,0.002792114,0.0005316745,0.0002090577,0.02600553],"genre_scores_gemma":[0.8709893,0.0162393,0.001965051,0.002645708,0.0001460834,0.00003880513,0.000250461,0.00005629531,0.107669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115431,"threshold_uncertainty_score":0.9997703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186592192042431,"score_gpt":0.2458066416343282,"score_spread":0.2139407197139039,"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."}}