{"id":"W6904818875","doi":"10.14288/1.0354400","title":"Discursive equality","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Vignette; Inequality; Empirical research; Social inequality; Social group; Collective action; Inclusion (mineral)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009170524,0.0007115337,0.0009276213,0.002757064,0.008535973,0.01559006,0.002077028,0.003298006,0.03238384],"category_scores_gemma":[0.01806765,0.000386579,0.001056016,0.00237451,0.03895275,0.01036469,0.01353507,0.003935316,0.005965657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005137785,"about_ca_system_score_gemma":0.003676201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282855,"about_ca_topic_score_gemma":0.002366805,"domain_scores_codex":[0.9798907,0.009177968,0.001286764,0.003907011,0.003982781,0.001754699],"domain_scores_gemma":[0.9870941,0.005074596,0.001144229,0.004117073,0.001758886,0.0008110956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009338019,0.000007454807,0.0001970068,0.00005572326,0.000005436232,0.00004109234,0.009153757,0.00003852266,0.0001132999,0.9765657,0.004037941,0.009774758],"study_design_scores_gemma":[0.00001149697,0.00001589807,0.0005756164,0.0001918581,0.000008016863,0.0001894225,0.005318938,0.0001437248,0.0003153369,0.6149936,0.3782212,0.00001481586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007598454,0.002934477,0.0269087,0.01085625,0.0009834031,0.0001235893,0.0003106168,0.0001273085,0.9501572],"genre_scores_gemma":[0.7627963,0.002979695,0.02083311,0.007425482,0.001753695,0.0008194408,0.0008214889,0.0004787172,0.2020919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03238384,"threshold_uncertainty_score":0.1083347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711901496402742,"score_gpt":0.2639710340134689,"score_spread":0.2368520190494415,"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."}}