{"id":"W1548364816","doi":"10.21991/c9hd48","title":"Insite: Right Answer, Wrong Question","year":2012,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Political science; Epistemology; Law and economics; Economics; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001163275,0.0004474035,0.0004373724,0.0004217117,0.003107877,0.0000446791,0.0003638059,0.0003641188,0.002425601],"category_scores_gemma":[0.0004472665,0.0004090964,0.000223175,0.0004707033,0.002220964,0.001682847,0.0004176779,0.0006644193,0.005863197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861085,"about_ca_system_score_gemma":0.001186511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171126,"about_ca_topic_score_gemma":0.0001315661,"domain_scores_codex":[0.9957352,0.0004466274,0.0009510777,0.0005097794,0.0006252283,0.001732097],"domain_scores_gemma":[0.9978665,0.0003172563,0.0003189952,0.000599221,0.0003305671,0.0005674936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001399321,0.0002261661,0.06721818,0.00006722686,0.0000906931,0.00001596376,0.0003428602,0.00006072432,0.0001612635,0.8739502,0.05675402,0.0009727066],"study_design_scores_gemma":[0.001874056,0.00005087892,0.005488137,0.000390496,0.000106903,0.0000804056,0.004537722,0.0001330824,0.00008519809,0.009532365,0.9771456,0.0005751213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03318706,0.002316212,0.2642792,0.007325623,0.01329659,0.002362778,0.0003068765,0.0007899666,0.6761357],"genre_scores_gemma":[0.9838767,0.00008246944,0.00132923,0.005740783,0.0008247588,0.0004376704,0.0003356995,0.00002289508,0.007349801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9506896,"threshold_uncertainty_score":0.9998361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699868242577291,"score_gpt":0.373093227425544,"score_spread":0.336094544999771,"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."}}