{"id":"W2495909430","doi":"10.1002/9781118678381.ch03","title":"How to Make IAs More Influential","year":2013,"lang":"en","type":"other","venue":"Impact Assessment","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Foundation (evidence); Best practice; Political science; Management science; Good practice; Process (computing); Offset (computer science); Engineering ethics; Engineering; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09002414,0.001039051,0.0008136402,0.006849238,0.01113387,0.0277769,0.003802854,0.005391339,0.009154282],"category_scores_gemma":[0.1384485,0.0009470057,0.001396091,0.004273267,0.02806184,0.02991582,0.01980113,0.01046168,0.004217692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040971,"about_ca_system_score_gemma":0.01944097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003588584,"about_ca_topic_score_gemma":0.004612837,"domain_scores_codex":[0.8803743,0.07073072,0.00447344,0.006036061,0.03119339,0.007192055],"domain_scores_gemma":[0.852406,0.07279555,0.008186324,0.02350225,0.0302511,0.01285871],"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":[0.00007535412,0.0004165154,0.007116418,0.0009712562,0.00008056547,0.0007859081,0.1274374,0.001515747,0.003294641,0.5323084,0.03080335,0.2951944],"study_design_scores_gemma":[0.00003201768,0.0001900031,0.004390298,0.001770773,0.00007362624,0.0004265061,0.0875962,0.0008964791,0.003380185,0.1964129,0.7047174,0.000113573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.09203988,0.005145745,0.1165787,0.1220123,0.002893172,0.0010054,0.00006677022,0.001492805,0.6587651],"genre_scores_gemma":[0.8238617,0.006025684,0.08271849,0.02263184,0.00106456,0.0009571021,0.0001601299,0.0007936138,0.06178689],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09002414,"threshold_uncertainty_score":0.4760988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273940628199592,"score_gpt":0.3233997379637661,"score_spread":0.3006603316817702,"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."}}