{"id":"W4405098574","doi":"10.22215/etd/2024-16257","title":"Personalized Politics as a Communication Strategy: Which Factors Influence the Personalism Employed by Canadian Political Parties?","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Politics; Political communication; Political science; Personalism; Conceptualization; Context (archaeology); Public relations; Political economy; Personalization; Sociology; Business; Law; Marketing","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":[0.002530197,0.0002560562,0.0002451347,0.002376285,0.01070112,0.01066025,0.0008714188,0.001114489,0.01404135],"category_scores_gemma":[0.01441656,0.000272309,0.0002727893,0.003875124,0.004753542,0.002327902,0.001930986,0.001922677,0.000766395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03928917,"about_ca_system_score_gemma":0.04594332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9391768,"about_ca_topic_score_gemma":0.9724979,"domain_scores_codex":[0.9961255,0.0006943655,0.00007150633,0.0002770825,0.001666093,0.00116537],"domain_scores_gemma":[0.9902822,0.002798514,0.001390828,0.0003630044,0.002703338,0.002462093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003426328,0.0003379174,0.6440866,0.000137378,0.0001219218,0.0004334293,0.2100404,0.0005318325,0.002031796,0.05770378,0.01122467,0.07300764],"study_design_scores_gemma":[0.00001949254,0.00003127756,0.8148032,0.0001155418,0.00007004561,0.00007927314,0.1472406,0.0005864328,0.0004796505,0.002746627,0.03376926,0.00005859488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8563663,0.0003854557,0.000428637,0.005987166,0.00005506614,0.00005162507,0.0002688019,0.00002141479,0.1364356],"genre_scores_gemma":[0.9937007,0.0001715877,0.0001065684,0.0002754045,0.00001273718,0.000007457262,0.00005663647,0.00001350716,0.005655354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0608232,"threshold_uncertainty_score":0.2850642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111847128382778,"score_gpt":0.3602988857324413,"score_spread":0.3291804144486135,"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."}}