{"id":"W3095400581","doi":"10.1111/capa.12393","title":"Should algorithms be regulated by government?","year":2020,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Accountability; Key (lock); Government (linguistics); Computer science; Algorithm; Political science; Economics; Computer security; 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":[0.05141877,0.0004123342,0.0007846716,0.002083752,0.00778318,0.01799892,0.00374011,0.01165242,0.006795778],"category_scores_gemma":[0.1402803,0.0004300085,0.0009362092,0.00285606,0.04248013,0.009375768,0.00321881,0.01143765,0.001192586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05063412,"about_ca_system_score_gemma":0.0956642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4331728,"about_ca_topic_score_gemma":0.2865369,"domain_scores_codex":[0.93189,0.02993312,0.001726639,0.004440639,0.02558419,0.006425399],"domain_scores_gemma":[0.8429877,0.07773777,0.009595715,0.01311062,0.05182791,0.004740367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001034539,0.000008148613,0.0003638943,0.00004107712,0.000006660556,0.00001738058,0.0005358452,0.0004203279,0.00005633821,0.9817495,0.01139525,0.005395076],"study_design_scores_gemma":[0.00004693384,0.00002601058,0.002146213,0.001052625,0.00003559872,0.00005832188,0.001716357,0.00283205,0.0006901628,0.6894804,0.3018382,0.00007716026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01035535,0.007160012,0.02463477,0.6647013,0.001548911,0.00009369195,0.0001744913,0.0001675044,0.2911638],"genre_scores_gemma":[0.8393738,0.006566797,0.01297925,0.116588,0.001598842,0.0001862667,0.0001118079,0.0001674191,0.02242767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4331728,"threshold_uncertainty_score":0.861303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094605445798491,"score_gpt":0.3435310098983057,"score_spread":0.2340704653184566,"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."}}