{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004300286,0.0004704359,0.0003522411,0.001577256,0.03636279,0.01088822,0.001486404,0.006008763,0.004265319],"category_scores_gemma":[0.01096946,0.0004794204,0.0003181982,0.001313122,0.02844516,0.006659995,0.007501043,0.006468259,0.0003100141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058878,"about_ca_system_score_gemma":0.008122081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2326496,"about_ca_topic_score_gemma":0.3635644,"domain_scores_codex":[0.9929375,0.003834134,0.00008278543,0.0004157394,0.00078756,0.001942298],"domain_scores_gemma":[0.9931337,0.003621094,0.001035348,0.0003759911,0.0005885218,0.001245431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003131212,0.00006497502,0.008905917,0.0000645104,0.00001569685,0.006087425,0.8056884,0.00009236327,0.0005968157,0.1514874,0.007980027,0.01898528],"study_design_scores_gemma":[0.00001599347,0.00007191329,0.007058043,0.000435761,0.00003151159,0.002812257,0.7770033,0.0003079679,0.0007915386,0.01239152,0.1990063,0.00007388157],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7196153,0.003588621,0.002824123,0.07414322,0.0002952168,0.00008118064,0.00003668487,0.000033523,0.1993822],"genre_scores_gemma":[0.9890064,0.000747645,0.0004255133,0.002795301,0.00006713966,0.00001789639,0.000006242639,0.0000174241,0.006916512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2326496,"threshold_uncertainty_score":0.4625909,"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."}}