{"id":"W1138709869","doi":"10.2139/ssrn.2632151","title":"Media Reform: An Overview","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Net neutrality; Neutrality; Democracy; Power (physics); Political science; Alternative media; Battle; Sociology; Law and economics; Media studies; Public administration; Law; Politics; History; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004101845,0.001085635,0.001221886,0.01672219,0.002643865,0.01109625,0.001461997,0.007462914,0.01164809],"category_scores_gemma":[0.009490984,0.0008004549,0.0008403162,0.01380933,0.006873861,0.01618405,0.004815611,0.006364629,0.002461413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008806663,"about_ca_system_score_gemma":0.00627351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004916325,"about_ca_topic_score_gemma":0.005882321,"domain_scores_codex":[0.996703,0.001068258,0.00026495,0.0004355935,0.0009136978,0.0006144691],"domain_scores_gemma":[0.9934391,0.004363591,0.0006453537,0.000282982,0.0008564702,0.0004124934],"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":[0.0001331601,0.0003113816,0.00123671,0.004196586,0.00003851344,0.0001445973,0.001279448,0.0004461108,0.0003016631,0.4129781,0.07438356,0.5045502],"study_design_scores_gemma":[0.00002390635,0.0001005976,0.004318227,0.006386584,0.00005657638,0.0003956056,0.00162253,0.000318697,0.0004505347,0.03510369,0.9511882,0.0000348149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002303964,0.8534989,0.001609609,0.04672793,0.002053289,0.00008372252,0.0001536583,0.00005183203,0.09351707],"genre_scores_gemma":[0.0649233,0.8814522,0.001952401,0.01864164,0.01010111,0.0002899946,0.0002979196,0.00008809334,0.02225328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01672219,"threshold_uncertainty_score":0.06389707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08735767903329723,"score_gpt":0.3754422945594301,"score_spread":0.2880846155261329,"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."}}