{"id":"W4234224429","doi":"10.32920/ryerson.14663022.v1","title":"Video virality and persuasive power: It’s Time and marriage equality","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Online video; Rhetorical question; Power (physics); Persuasion; Public relations; Video game; Internet privacy; Psychology; Political science; Advertising; Social psychology; Multimedia; Computer science; Business","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":[0.003371712,0.0001976637,0.0001973509,0.001370305,0.001678827,0.004832463,0.0003299504,0.000664414,0.008468819],"category_scores_gemma":[0.02109989,0.0001429227,0.0002470451,0.001324845,0.001804624,0.00322352,0.001668858,0.001250089,0.0005138213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707025,"about_ca_system_score_gemma":0.001099357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004823007,"about_ca_topic_score_gemma":0.006306154,"domain_scores_codex":[0.9976348,0.001334459,0.00006968917,0.0001517389,0.0005879926,0.0002214117],"domain_scores_gemma":[0.9786174,0.01511664,0.003295985,0.0004214706,0.001668595,0.0008798308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007194253,0.0009383822,0.3055633,0.0014128,0.0001698818,0.0007208208,0.3774818,0.0005173116,0.006691251,0.0831695,0.007819986,0.2147954],"study_design_scores_gemma":[0.00004518605,0.0007303197,0.5600435,0.001039574,0.0001363082,0.0004512988,0.342825,0.002999195,0.00353797,0.01674278,0.07135281,0.00009608623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9105684,0.001140396,0.002042745,0.004126272,0.0001948886,0.000136084,0.0001499221,0.00001364384,0.08162772],"genre_scores_gemma":[0.9938447,0.0006140565,0.0006968834,0.0002643631,0.0001126212,0.00005017588,0.00005323351,0.0000140402,0.004349917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008468819,"threshold_uncertainty_score":0.02833098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.051312003974063,"score_gpt":0.3535097660552454,"score_spread":0.3021977620811824,"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."}}