{"id":"W4245979527","doi":"10.2307/3504637","title":"10.2307/3504637","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political philosophy; Philosophy of law; Free speech; Private speech; Sociology; Sociolinguistics; Political science; Psychology; Law; Politics; Linguistics; Social psychology; Public law; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001042758,0.00008210137,0.00007803465,0.00005696384,0.00008382634,0.0001042554,0.0004171986,0.00003623509,0.933817],"category_scores_gemma":[0.00001111767,0.00008013249,0.00003653952,0.0003155514,0.000009596671,0.0001885251,0.0000497944,0.00006035195,0.987736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002005936,"about_ca_system_score_gemma":0.00001976434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001708017,"about_ca_topic_score_gemma":8.622733e-8,"domain_scores_codex":[0.9992784,0.00002483849,0.00009568269,0.0002285196,0.000153985,0.0002185585],"domain_scores_gemma":[0.9994511,0.00001542506,0.00001339753,0.00037214,0.00002541095,0.000122496],"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":[0.000007054722,0.00001483423,3.830621e-8,8.722093e-7,0.000003258969,0.000006757722,0.00001299709,0.00006012193,0.0001497061,0.00001262934,0.04210723,0.9576245],"study_design_scores_gemma":[0.00008397894,0.000120115,0.00002182001,0.00000525859,0.000001780195,0.00001799033,1.309882e-7,0.002043234,0.0008488475,0.00003130376,0.9967146,0.0001109573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009630797,0.00001718698,0.0005021049,0.0003835859,0.000007527068,0.00008892536,9.442352e-7,0.0003616613,0.997675],"genre_scores_gemma":[0.0005503746,2.122316e-7,0.002506702,0.0001151117,0.00007500227,0.000008266157,0.000001188856,0.0000069566,0.9967362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9575136,"threshold_uncertainty_score":0.3267708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004003883792755175,"score_gpt":0.1618662256757386,"score_spread":0.1578623418829834,"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."}}