{"id":"W4304014473","doi":"10.32920/21301068.v1","title":"Disclosing #MeToo in 2022","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Professional Engineers Ontario; University of Toronto","funders":"","keywords":"Harassment; Sexual assault; Psychology; Social media; Social issues; Qualitative analysis; Social psychology; Criminology; Qualitative research; Medicine; Suicide prevention; Poison control; Political science; Sociology; Law","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":[0.003662234,0.0002597148,0.0002061646,0.0005945094,0.004232942,0.00357918,0.0005612043,0.00151847,0.0212978],"category_scores_gemma":[0.01843357,0.0001891972,0.0002830831,0.0006716349,0.00161528,0.003802324,0.004446057,0.00206307,0.004921236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965468,"about_ca_system_score_gemma":0.001938444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004422968,"about_ca_topic_score_gemma":0.006055972,"domain_scores_codex":[0.9960757,0.002086032,0.000232305,0.0001730241,0.001021967,0.0004110103],"domain_scores_gemma":[0.9932443,0.002936901,0.001019954,0.000600364,0.001138706,0.001059821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002973469,0.0002470549,0.03099763,0.001015155,0.00003360901,0.005321946,0.5155184,0.0002961965,0.005896453,0.06555723,0.1539837,0.2208352],"study_design_scores_gemma":[0.0000104451,0.0001656409,0.008252227,0.0005174942,0.00001243395,0.001405974,0.1890027,0.0003556387,0.002294185,0.00354652,0.7943764,0.00006043607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5693702,0.002761709,0.00925302,0.03994729,0.005484961,0.0009269723,0.003135132,0.0005628191,0.3685578],"genre_scores_gemma":[0.8692757,0.001521943,0.002403476,0.008175957,0.0005749556,0.0005558237,0.0008295334,0.0002185092,0.1164441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212978,"threshold_uncertainty_score":0.07124817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476586250571488,"score_gpt":0.2531887802133146,"score_spread":0.2384229177075997,"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."}}