{"id":"W2587246208","doi":"10.1177/2056305117691998","title":"Leveraging Visibility, Gaining Capital? Social Media Use in the Fight Against Child Abusers: The Case of The Judge Beauce","year":2017,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Visibility; Scrutiny; Politics; Social capital; Sociology; Public relations; Power (physics); Lever; Social media; Capital (architecture); Political science; Political economy; Law; History; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004884506,0.0003191256,0.0004612976,0.0000291362,0.008526371,0.0004397565,0.002087469,0.0004718956,0.00004207441],"category_scores_gemma":[0.004799522,0.0001973707,0.000775245,0.0004012991,0.003002125,0.0004880719,0.0003886275,0.00117794,0.000008318892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784497,"about_ca_system_score_gemma":0.0006459399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969318,"about_ca_topic_score_gemma":0.09976754,"domain_scores_codex":[0.9957628,0.00109815,0.0005443668,0.0004956386,0.001171583,0.0009274923],"domain_scores_gemma":[0.9953571,0.002920707,0.000619826,0.0007564996,0.0002039749,0.0001419183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006874689,0.00008018475,0.003746752,0.00001698268,0.00005227919,0.00003084054,0.9777917,7.946094e-7,0.00003141679,0.002667376,0.01177173,0.00380305],"study_design_scores_gemma":[0.0008016939,0.000007183898,0.05132746,0.00004554721,0.00009028759,0.000006361592,0.9382908,0.00001441628,0.0000578296,0.003696116,0.005370607,0.0002916415],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717061,0.0002272092,0.000004213598,0.01743854,0.002820568,0.0007912442,0.0000912539,0.00005277585,0.006868131],"genre_scores_gemma":[0.992717,0.0003143803,0.00003453716,0.002895165,0.003852319,0.00007962168,0.00001498652,0.00003401439,0.00005799048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09779821,"threshold_uncertainty_score":0.9997112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08511348778609554,"score_gpt":0.3232750714581868,"score_spread":0.2381615836720913,"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."}}