{"id":"W3155986129","doi":"10.21810/strm.v10i1.254","title":"\"Blockbotting Dissent\"","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Public sphere; Normative; Dissent; Structuring; Online community; Public relations; Space (punctuation); Criticism; Sociology; Political science; Media studies; Advertising; Politics; Business; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007769492,0.00006282443,0.0001239611,0.00008540809,0.0003104763,0.00008549287,0.0006263063,0.00004313829,0.0001224249],"category_scores_gemma":[0.0001629418,0.0000534683,0.00009835542,0.0001598285,0.0005141316,0.0004763231,0.0003109342,0.000160432,0.00002630869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007666153,"about_ca_system_score_gemma":0.0000987847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001259649,"about_ca_topic_score_gemma":0.0003141508,"domain_scores_codex":[0.9990445,0.0001530849,0.0003367831,0.00005623785,0.0002567755,0.0001526553],"domain_scores_gemma":[0.9987492,0.0001414988,0.0003583503,0.0002652685,0.0003681723,0.0001174873],"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":[0.0001328221,0.0002932345,0.003584694,0.000007017751,0.00007077504,0.000008794617,0.1145917,0.000004756669,0.0004524699,0.01743239,0.008756568,0.8546648],"study_design_scores_gemma":[0.0008889936,0.001320144,0.01266487,0.001072497,0.00008995927,0.00009575469,0.1711209,0.0001021372,0.001184834,0.04286955,0.7682126,0.0003777473],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3534091,0.0003767777,0.0002203255,0.006265512,0.0004228388,0.00006391104,0.000001746503,0.00001847348,0.6392214],"genre_scores_gemma":[0.9937453,0.0001746345,0.001153492,0.00003551313,0.0005254611,0.000001009286,0.000002784771,0.000007007597,0.004354808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.854287,"threshold_uncertainty_score":0.2387964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170359237976644,"score_gpt":0.3701489289928369,"score_spread":0.3484453366130704,"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."}}