{"id":"W4232289627","doi":"10.1057/9781137463418_7","title":"Vincent Mosco","year":2015,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queen (butterfly); Sociology; Management; Media studies; Library science; Political science","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":[0.0005157244,0.0006832487,0.0003227084,0.001619229,0.001926978,0.003288325,0.0005608214,0.001575744,0.0563404],"category_scores_gemma":[0.001853167,0.0002507982,0.0001608271,0.001039972,0.001196012,0.002785878,0.00117222,0.003365168,0.02922815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601198,"about_ca_system_score_gemma":0.003025224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191769,"about_ca_topic_score_gemma":0.01823324,"domain_scores_codex":[0.9994518,0.00008111261,0.00001487113,0.0001286094,0.0002573693,0.000066202],"domain_scores_gemma":[0.9993657,0.0001657273,0.00003055937,0.00002904777,0.0002723982,0.0001365825],"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":[0.000008389053,0.000005700903,0.0000730595,0.00007156282,0.000001180566,0.00006317891,0.000275525,0.00004777666,0.00008463492,0.04920635,0.9112839,0.03887879],"study_design_scores_gemma":[4.516481e-7,0.000001179598,0.00003338621,0.00004369699,3.12207e-7,0.00007463135,0.00004316753,0.000009074822,0.00002685629,0.0007982354,0.9989674,0.000001667321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001133828,0.1285036,0.001254158,0.04741161,0.02218741,0.00004017399,0.0004497367,0.000279613,0.7987398],"genre_scores_gemma":[0.007737592,0.02390832,0.0004774091,0.007952886,0.001891897,0.00002322535,0.0001341955,0.0001660982,0.9577084],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0563404,"threshold_uncertainty_score":0.1884774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06425587076136412,"score_gpt":0.306544396543301,"score_spread":0.2422885257819368,"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."}}