{"id":"W1991189629","doi":"10.1111/j.1467-923x.2012.02320.x","title":"The Professors on Public Life","year":2012,"lang":"en","type":"article","venue":"The Political Quarterly","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Publicity; Normative; Compromise; Politics; Democracy; Public policy; Deliberative democracy; Sociology; Competition (biology); Public life; Public administration; Political science; Law and economics; Positive economics; Political economy; Social science; Law; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.008303318,0.0004562283,0.0006214058,0.001566613,0.01080038,0.01086873,0.0009534595,0.00688895,0.01723354],"category_scores_gemma":[0.01725247,0.0003137504,0.0004142748,0.001808773,0.0357561,0.0127904,0.008138978,0.0141591,0.003849173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01186594,"about_ca_system_score_gemma":0.01028711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005684972,"about_ca_topic_score_gemma":0.004593482,"domain_scores_codex":[0.9901623,0.006299507,0.000218367,0.0007636134,0.001527887,0.00102837],"domain_scores_gemma":[0.9884955,0.006506234,0.0006283827,0.001029632,0.001434836,0.001905379],"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":[0.000008888576,0.00001435294,0.0002133244,0.00003434316,0.000001808864,0.00002804164,0.002880207,0.00004162737,0.00003385902,0.9092968,0.07167373,0.01577312],"study_design_scores_gemma":[0.000006793552,0.00001428586,0.0003527816,0.0002085675,0.000002489932,0.00005844906,0.00288676,0.00005512155,0.00006583252,0.1828981,0.8134414,0.000009323033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004559754,0.03951482,0.002729881,0.6828712,0.007723982,0.00001524459,0.00005503573,0.00006109069,0.262469],"genre_scores_gemma":[0.5693185,0.05333104,0.001455365,0.2172014,0.02229149,0.0001255118,0.0001057055,0.0002265522,0.1359445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01723354,"threshold_uncertainty_score":0.08609384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430765140861916,"score_gpt":0.3881159447870278,"score_spread":0.2450394307008363,"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."}}