{"id":"W4321843944","doi":"10.1109/icatiece56365.2022.10047377","title":"A Review on Women Safety in India using Machine Learning on Different Social Media Platform","year":2022,"lang":"en","type":"review","venue":"","topic":"IoT and GPS-based Vehicle Safety Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Social media; Harassment; Feeling; Action (physics); Face (sociological concept); Internet privacy; Public relations; Advertising; Psychology; Sociology; Political science; Computer science; Social psychology; Business; World Wide Web; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001103079,0.0006126051,0.00079726,0.003037879,0.0003603471,0.001467202,0.0007764254,0.0006479764,0.002784206],"category_scores_gemma":[0.004141918,0.0002138117,0.001169905,0.002987836,0.0002939695,0.00141722,0.0003692193,0.0006998832,0.0007831249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005779237,"about_ca_system_score_gemma":0.001976247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004797373,"about_ca_topic_score_gemma":0.007751061,"domain_scores_codex":[0.9993753,0.0001658765,0.0001193197,0.00009462173,0.0002043537,0.00004060182],"domain_scores_gemma":[0.9969047,0.002250755,0.0002230188,0.00004551955,0.0005236873,0.00005223144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008445072,0.00007095178,0.003465652,0.03454012,0.0002823184,0.0001929212,0.0003256182,0.0006025348,0.0005068179,0.001346462,0.03421752,0.9243645],"study_design_scores_gemma":[0.00002617467,0.0005553137,0.02424117,0.05507784,0.001888801,0.001643513,0.001645181,0.002022746,0.002168196,0.002829115,0.9077871,0.0001148958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002739659,0.987912,0.001114621,0.002295816,0.0006403388,0.00004266481,0.000381253,0.00005413165,0.004819501],"genre_scores_gemma":[0.01501034,0.9800588,0.001747687,0.0009360007,0.0003578555,0.00004593153,0.0003742887,0.00001299578,0.001456082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004797373,"threshold_uncertainty_score":0.009538889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05989230054447917,"score_gpt":0.2908858568812055,"score_spread":0.2309935563367263,"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."}}