{"id":"W4394503001","doi":"10.6084/m9.figshare.17056304","title":"Social media and political consumerism in Canada","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumerism; Politics; Social media; Political science; Sociology; Media studies; Law","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":[0.0008419609,0.0009495386,0.001023566,0.005830743,0.002434982,0.002809396,0.00210417,0.000879447,0.01993067],"category_scores_gemma":[0.006543141,0.0006779032,0.001124166,0.02218721,0.0006523438,0.0008047803,0.001698303,0.001451061,0.006651618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03049834,"about_ca_system_score_gemma":0.05309954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955711,"about_ca_topic_score_gemma":0.9970872,"domain_scores_codex":[0.9987586,0.00009005304,0.0001047612,0.0001600673,0.000467232,0.0004193189],"domain_scores_gemma":[0.9936187,0.0006467946,0.0006035896,0.0003414343,0.003986432,0.0008031078],"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":[0.0001350328,0.00004857737,0.04098311,0.0004963916,0.0001000275,0.0000608806,0.0003242098,0.000632423,0.00006161246,0.001352969,0.9495946,0.006210248],"study_design_scores_gemma":[0.0003342709,0.00002768758,0.5114858,0.0009160914,0.0001573023,0.00009395082,0.002303917,0.002299073,0.0004200238,0.0007927936,0.4810383,0.0001308393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004110214,0.0002004336,0.00003111133,0.0002694088,0.00001455832,0.00001875628,0.9939384,0.00004632644,0.001370619],"genre_scores_gemma":[0.02133475,0.0004813274,0.0002612972,0.0001474797,0.00001325437,0.0001359255,0.9734881,0.00003934109,0.004098427],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03049834,"threshold_uncertainty_score":0.221282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06662904646043312,"score_gpt":0.3341017501725957,"score_spread":0.2674727037121626,"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."}}