{"id":"W3089111394","doi":"10.1057/s41269-020-00181-5","title":"Impartiality and public sector employees’ online political activity: evidence from three Australian elections","year":2020,"lang":"en","type":"article","venue":"Acta Politica","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Impartiality; Comparative politics; Politics; Political science; Public sector; Political economy; Sociology; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007577374,0.0001843153,0.0005188872,0.001773288,0.003000163,0.004681931,0.0008233622,0.001333209,0.01036113],"category_scores_gemma":[0.04156526,0.0004577495,0.0002701943,0.003516808,0.001941129,0.002542668,0.003198172,0.002348685,0.001652389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591139,"about_ca_system_score_gemma":0.001263569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04938904,"about_ca_topic_score_gemma":0.07770716,"domain_scores_codex":[0.993709,0.002909667,0.0003270689,0.0003466197,0.001397623,0.001310101],"domain_scores_gemma":[0.9240482,0.03696307,0.02254417,0.003205468,0.005980995,0.007258051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001724924,0.00150679,0.8722019,0.0003435981,0.0002750265,0.0004259618,0.05677734,0.0003015472,0.0008873824,0.005922926,0.006494802,0.05313777],"study_design_scores_gemma":[0.00002295087,0.0001246907,0.9807114,0.00003480461,0.00004063584,0.00003244261,0.01351692,0.0002912285,0.0001254949,0.0004456524,0.004635075,0.00001877341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860237,0.0002218652,0.0000852322,0.0007263264,0.00001827939,0.00001991973,0.0001239312,0.000004353531,0.01277645],"genre_scores_gemma":[0.9969732,0.0001350815,0.00003613118,0.0001288209,0.00002954092,0.00001381644,0.00009443976,0.00000471651,0.002584251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04938904,"threshold_uncertainty_score":0.09820312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2959114714759938,"score_gpt":0.4458712349381647,"score_spread":0.1499597634621709,"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."}}