{"id":"W3121716778","doi":"","title":"Equality Kapped; Media Unleashed","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001140344,0.0002812524,0.0007201359,0.0003355378,0.0007651979,0.00155221,0.002885621,0.00006205205,0.02487117],"category_scores_gemma":[0.0002425701,0.0002314344,0.0002076208,0.00025318,0.0003008222,0.001828229,0.0006719794,0.0003550097,0.00009364695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006568169,"about_ca_system_score_gemma":0.00007719762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008117704,"about_ca_topic_score_gemma":0.0002653954,"domain_scores_codex":[0.9975434,0.0003017334,0.0008829493,0.0002953321,0.0006379691,0.0003385957],"domain_scores_gemma":[0.9974897,0.0004078926,0.0007097271,0.0007299024,0.0004834988,0.0001793163],"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":[0.0003223373,0.001123786,0.05432557,0.00007497089,0.0005757493,0.00001777476,0.03181106,0.00002137039,0.002733131,0.210356,0.5935146,0.1051236],"study_design_scores_gemma":[0.0005523142,0.00001594112,0.2548653,0.0001882883,0.00009016356,0.0000029165,0.00290825,0.00001456608,0.000711232,0.07021005,0.6699104,0.0005305625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3003696,0.05916201,0.0002261872,0.002931467,0.001840529,0.0005822768,0.00009007773,0.0001831893,0.6346146],"genre_scores_gemma":[0.9807249,0.01306108,0.00006729783,0.001079157,0.0005809561,0.00002070591,0.00001411943,0.00002302245,0.004428769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6803553,"threshold_uncertainty_score":0.9994843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.515375109847134,"score_gpt":0.5724493785281322,"score_spread":0.05707426868099819,"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."}}