{"id":"W4386261907","doi":"10.2139/ssrn.4541590","title":"What are Canadian Politicians Doing on Threads?","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Political science; Business","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":[0.003793189,0.0003596698,0.0004213399,0.004324569,0.01806176,0.01367584,0.001601872,0.002845793,0.029472],"category_scores_gemma":[0.02657371,0.0004567147,0.0005086765,0.007324734,0.004338926,0.003957424,0.001541001,0.003536428,0.003948142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06325974,"about_ca_system_score_gemma":0.1240449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9827241,"about_ca_topic_score_gemma":0.989862,"domain_scores_codex":[0.9903564,0.0008831259,0.0001576639,0.0006055831,0.003583036,0.004414297],"domain_scores_gemma":[0.9639239,0.003447596,0.003484644,0.0007909056,0.0145577,0.01379539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004470846,0.0002155784,0.3909531,0.0003381266,0.0001125836,0.0004307672,0.06876264,0.0003106204,0.0009129097,0.06606922,0.3046389,0.1668085],"study_design_scores_gemma":[0.00004242457,0.00007032917,0.4058024,0.0004593956,0.0001019769,0.0001354094,0.1458956,0.0003806425,0.0006408758,0.00423647,0.4420374,0.0001972125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4595208,0.004121746,0.0009326565,0.1233594,0.001755483,0.0001363848,0.003303979,0.0001844622,0.4066851],"genre_scores_gemma":[0.9129811,0.002262244,0.0004071494,0.008102926,0.000262339,0.00003835581,0.0007261152,0.0001034914,0.07511632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06325974,"threshold_uncertainty_score":0.4589837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00931030325524438,"score_gpt":0.2301909456635429,"score_spread":0.2208806424082985,"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."}}