{"id":"W2182184306","doi":"","title":"The Good, the Bad and the Ugly: the Political Strategist and the Internet","year":2011,"lang":"en","type":"article","venue":"","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"The Internet; Politics; Victory; Strategist; Political science; Democracy; Presidential system; Nomination; Public opinion; Presidential election; Media studies; Law; Public administration; Sociology; Public relations; Management; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002471303,0.0002965567,0.0002728631,0.002238736,0.009613982,0.02221512,0.0005222786,0.00467626,0.006009296],"category_scores_gemma":[0.003981033,0.0003082229,0.000168661,0.002904621,0.02045352,0.01591286,0.003447367,0.006006994,0.0008813794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006127454,"about_ca_system_score_gemma":0.00394355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02205841,"about_ca_topic_score_gemma":0.03959877,"domain_scores_codex":[0.9979674,0.001294089,0.00002722738,0.00008518069,0.0002800737,0.0003459729],"domain_scores_gemma":[0.9966241,0.002138298,0.0002490304,0.00008962693,0.0002016918,0.0006971667],"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":[0.0001045042,0.000129388,0.006800601,0.0001199603,0.0000255381,0.0007902667,0.1009884,0.0002048221,0.0002003787,0.6901671,0.1501244,0.05034471],"study_design_scores_gemma":[0.00004601746,0.00004554688,0.007222388,0.0005453336,0.00002042221,0.0004705483,0.2147727,0.0004325402,0.0001510074,0.2300678,0.5461776,0.00004798681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0714107,0.02705516,0.001196755,0.4119581,0.001101658,0.00002120878,0.00008598483,0.00004536846,0.487125],"genre_scores_gemma":[0.9256985,0.02000878,0.0004787228,0.02402037,0.001150265,0.00002920967,0.00005039101,0.00004996798,0.02851367],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02221512,"threshold_uncertainty_score":0.04445803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807125237972573,"score_gpt":0.2706174432752474,"score_spread":0.2425461908955217,"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."}}