{"id":"W4300816910","doi":"10.19145/e-gifder.1116850","title":"ÇERÇEVELEME ETİĞİ TARTIŞMALARINDA TEMEL KAVRAMLAR","year":2022,"lang":"tr","type":"article","venue":"Gümüşhane Üniversitesi İletişim Fakültesi Elektronik Dergisi","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge; McGill University; University of Minnesota; Harvard University","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908599,0.0008701149,0.0008993187,0.001140522,0.002389808,0.004131929,0.001231564,0.002008169,0.04966228],"category_scores_gemma":[0.004672324,0.0004399677,0.001124025,0.00100087,0.001498856,0.002519059,0.002626759,0.002683342,0.01264644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583272,"about_ca_system_score_gemma":0.004244992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005738033,"about_ca_topic_score_gemma":0.00898213,"domain_scores_codex":[0.9980902,0.0004436038,0.0001493964,0.0002735355,0.0007218317,0.0003213071],"domain_scores_gemma":[0.9969823,0.0006649055,0.000437688,0.0002108279,0.001255051,0.0004492505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001677868,0.001066119,0.03661348,0.005297197,0.00026311,0.005989211,0.01185386,0.001662531,0.01815872,0.03117154,0.1048187,0.7814277],"study_design_scores_gemma":[0.0001042865,0.001299221,0.06147354,0.002869481,0.0002419187,0.007867993,0.01985735,0.001956742,0.01397757,0.01266626,0.8774075,0.0002780283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3496346,0.08257259,0.07461552,0.03900899,0.006346805,0.001209617,0.004584121,0.003051118,0.4389766],"genre_scores_gemma":[0.6420326,0.04390611,0.05331621,0.005429278,0.001145769,0.0007525017,0.003372554,0.0008642734,0.2491807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04966228,"threshold_uncertainty_score":0.1661369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008316722688018736,"score_gpt":0.1896346503976917,"score_spread":0.181317927709673,"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."}}