{"id":"W2762001969","doi":"10.15173/m.v1i23.827","title":"On Vaccines and Irrationality: Leveraging Emotion for the Greater Good","year":2013,"lang":"en","type":"article","venue":"The Meducator","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Irrationality; Psychology; Cognitive psychology; Social psychology; Medicine; Political science; Rationality; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001635848,0.00006534837,0.00004836494,0.00001642333,0.0003129754,0.0000425777,0.0001361011,0.00001675416,0.0002059668],"category_scores_gemma":[0.0001030649,0.00003001453,0.00002531432,0.00003961234,0.00006260593,0.00006685712,0.0000208797,0.00005852672,0.0001376341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001120755,"about_ca_system_score_gemma":0.00001056303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001832234,"about_ca_topic_score_gemma":7.832489e-7,"domain_scores_codex":[0.9994958,0.00005188458,0.00007505337,0.0001589461,0.0001009183,0.0001174112],"domain_scores_gemma":[0.9993777,0.0004036518,0.00002954045,0.0001426657,0.0000171499,0.00002928113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003420295,0.0008900336,0.01106924,0.0000921274,0.0001130707,0.000002189418,0.01299788,0.0001650738,0.2549468,0.2913475,0.3530117,0.07502242],"study_design_scores_gemma":[0.0008548276,0.000194305,0.8148562,0.00003062838,0.00003627428,0.00006888173,0.0007634679,0.0009539707,0.02515966,0.1441268,0.01273193,0.0002230049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867862,0.0000246059,0.0001157089,0.1116466,0.0005525948,0.0003168768,0.000002918118,0.0000147251,0.0005397965],"genre_scores_gemma":[0.9874611,0.000008066296,0.00003772063,0.009966801,0.0002086187,0.0001127911,0.00000102985,0.000005189317,0.002198617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.803787,"threshold_uncertainty_score":0.2407186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235795029477841,"score_gpt":0.2947900158423802,"score_spread":0.1712105128945961,"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."}}