{"id":"W4244520853","doi":"10.1057/9780230304741_10","title":"Conclusion","year":2011,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002301031,0.0005451532,0.0003455222,0.001047271,0.003618287,0.006828287,0.002004142,0.003543938,0.1796041],"category_scores_gemma":[0.007790342,0.0002056112,0.0005773946,0.001112395,0.001645202,0.004525838,0.004156287,0.003185472,0.06414785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00417008,"about_ca_system_score_gemma":0.004419236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005134727,"about_ca_topic_score_gemma":0.006775268,"domain_scores_codex":[0.9975102,0.0005036702,0.00009519777,0.0005286626,0.0008438927,0.0005182736],"domain_scores_gemma":[0.997559,0.0003558035,0.0001184427,0.0002477473,0.001214669,0.0005044048],"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":[0.00007208886,0.00006043274,0.002119196,0.0003255884,0.00001555244,0.0004730922,0.004712545,0.0001740133,0.0003672469,0.3099716,0.5664595,0.1152492],"study_design_scores_gemma":[0.000004650777,0.0000105615,0.0006982256,0.000222565,0.000003576688,0.0001448177,0.002297552,0.0000435209,0.0001556424,0.01628171,0.9801314,0.000005601755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005492422,0.00361836,0.006152011,0.07857592,0.007640316,0.0001482942,0.0009736354,0.0003527283,0.8970463],"genre_scores_gemma":[0.08813859,0.003762284,0.005109089,0.0475191,0.001594333,0.0002327901,0.001597714,0.0004445024,0.8516015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8203959,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417899606041353,"score_gpt":0.2843461373439319,"score_spread":0.2401671412835184,"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."}}