{"id":"W4394486122","doi":"10.6084/m9.figshare.20632605","title":"Social Media Protest Conspiracy","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Media studies; Political science; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008453095,0.0002115604,0.000196902,0.0001314657,0.0003367824,0.0003042581,0.00151546,0.0002323805,0.6361408],"category_scores_gemma":[0.00109569,0.0002248182,0.0001094923,0.0003541519,0.000007253105,0.0001842407,0.0008678274,0.0007391562,0.004731694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000666552,"about_ca_system_score_gemma":0.0002861906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001293928,"about_ca_topic_score_gemma":0.00002099544,"domain_scores_codex":[0.9985014,0.0001352697,0.0001757672,0.0004473671,0.0004676448,0.0002725171],"domain_scores_gemma":[0.9988798,0.0002624456,0.0001909577,0.0005263519,0.00006097023,0.00007943793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001078093,0.00002210437,1.665122e-8,0.00008774354,0.000008383796,0.0001452418,0.00003710335,3.85972e-7,4.941415e-7,0.00001105908,0.9942923,0.005394076],"study_design_scores_gemma":[0.000102857,0.00002737897,0.00001024165,0.0001192231,0.000004866057,0.0000417036,0.000003147823,0.00001090159,0.00002081356,0.00006982796,0.999331,0.0002580526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[1.039699e-7,0.00006065115,0.00000272668,0.00008955989,0.0002604513,0.0002426536,0.9986937,0.0002003528,0.0004497863],"genre_scores_gemma":[0.00000265707,0.000002468152,0.00006789326,0.0002004594,0.0003671733,0.0006911545,0.9985848,0.00001232186,0.00007104306],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6314091,"threshold_uncertainty_score":0.9960433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04687149297774895,"score_gpt":0.2689471453024856,"score_spread":0.2220756523247367,"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."}}