{"id":"W3182172840","doi":"10.31234/osf.io/gzqcd","title":"What Makes News Sharable on Social Media?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Social Sciences and Humanities Research Council of Canada; John Templeton Foundation","keywords":"Headline; Misinformation; Social media; Psychology; Advertising; Social psychology; Internet privacy; Computer science; World Wide Web; Business; Computer security","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":[0.00350685,0.0003320454,0.0002989968,0.002149108,0.001438955,0.006111979,0.0006314859,0.001170491,0.003433201],"category_scores_gemma":[0.02926864,0.0003307012,0.0002666548,0.001640846,0.003233371,0.01048511,0.00197773,0.001003457,0.00079233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045934,"about_ca_system_score_gemma":0.0008071997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00188525,"about_ca_topic_score_gemma":0.002290318,"domain_scores_codex":[0.9972008,0.0010154,0.0001313516,0.0003089801,0.001012694,0.0003307092],"domain_scores_gemma":[0.977924,0.009002117,0.006594021,0.002388864,0.002218268,0.001872801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005956728,0.0004685367,0.4254345,0.001236496,0.0005311491,0.001651897,0.09507778,0.001359275,0.01227324,0.06262744,0.01920152,0.3795426],"study_design_scores_gemma":[0.00007575966,0.0005226639,0.6237196,0.001187626,0.0004162266,0.001847832,0.125714,0.005053627,0.008197383,0.1080759,0.1250139,0.0001754143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8979247,0.002092897,0.002951569,0.01768733,0.0003744054,0.0000493268,0.0003328968,0.0001369363,0.07845005],"genre_scores_gemma":[0.9960654,0.0007241055,0.0007684501,0.0005094057,0.0002783317,0.00001246558,0.0001048841,0.00003865231,0.001498252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006111979,"threshold_uncertainty_score":0.01854622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206978523588176,"score_gpt":0.3711560505769667,"score_spread":0.2504581982181491,"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."}}