{"id":"W4214506559","doi":"10.1017/9781108917353.002","title":"Introduction","year":2021,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Charisma; Movement (music); Charismatic authority; Politics; Political science; Epistemology; Populism; Sociology; Positive economics; Aesthetics; Philosophy; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005029066,0.000890424,0.0006730875,0.001498005,0.001902294,0.005141196,0.001450801,0.002554527,0.3747888],"category_scores_gemma":[0.002091869,0.0003178883,0.0004685346,0.00169856,0.001161881,0.003822404,0.002815491,0.002642215,0.1841673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158523,"about_ca_system_score_gemma":0.001855763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972704,"about_ca_topic_score_gemma":0.003118117,"domain_scores_codex":[0.9992452,0.0001044031,0.00003547778,0.0002163581,0.0003135076,0.00008504479],"domain_scores_gemma":[0.9994693,0.0001300655,0.00003492536,0.00006664608,0.0001881321,0.0001109096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002258909,0.00004427701,0.0002039926,0.000245463,0.000003607887,0.00008354495,0.0006322629,0.0001203457,0.000221026,0.1172772,0.7668279,0.1143177],"study_design_scores_gemma":[0.000001005052,0.00000418941,0.00006262556,0.00008191979,5.023738e-7,0.00004135118,0.00006828401,0.00001210291,0.00002157032,0.003866449,0.9958384,0.000001604721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006463713,0.01409258,0.002580682,0.009219135,0.008754498,0.0000955334,0.001285926,0.0004192824,0.962906],"genre_scores_gemma":[0.004536725,0.008041296,0.001511807,0.00354428,0.002372539,0.00009676583,0.00107958,0.0002542152,0.9785628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6252112,"threshold_uncertainty_score":0.8917879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819966250064078,"score_gpt":0.2364864023303953,"score_spread":0.2082867398297545,"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."}}