{"id":"W3042453202","doi":"10.3390/soc10030051","title":"Before #MeToo: Violence against Women Social Media Work, Bystander Intervention, and Social Change","year":2020,"lang":"en","type":"article","venue":"Societies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social media; Public relations; Scholarship; Intervention (counseling); Conversation; Social work; Political science; Harassment; Sociology; Criminology; Social psychology; Psychology","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":[0.003391485,0.0004899005,0.0003594163,0.001323394,0.0131043,0.009397827,0.0008791899,0.003509013,0.01008915],"category_scores_gemma":[0.008468091,0.0002673087,0.0004252771,0.001229814,0.007734579,0.006673393,0.006642506,0.002876154,0.001060845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004203491,"about_ca_system_score_gemma":0.00473153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007122201,"about_ca_topic_score_gemma":0.01504308,"domain_scores_codex":[0.9951579,0.003276191,0.0001115306,0.0003204364,0.0003740131,0.0007599142],"domain_scores_gemma":[0.9961014,0.002029652,0.0003701501,0.0001808972,0.0002322379,0.001085697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001310299,0.0004219514,0.0211343,0.0008363668,0.00006292415,0.001429726,0.5985913,0.00011557,0.0007748654,0.0717022,0.07280987,0.2319898],"study_design_scores_gemma":[0.00002219254,0.000283286,0.01822743,0.002335111,0.0000402885,0.0004378866,0.5801844,0.0001492103,0.0005867124,0.01887477,0.3788196,0.00003909904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3609342,0.03045773,0.001855748,0.3605374,0.007086936,0.0002249746,0.0002502677,0.0001599878,0.2384928],"genre_scores_gemma":[0.9372824,0.01221695,0.0009170098,0.0182096,0.001828181,0.000427957,0.00009345393,0.00006880289,0.02895569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131043,"threshold_uncertainty_score":0.03375161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07062504373924995,"score_gpt":0.2950375797243441,"score_spread":0.2244125359850941,"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."}}