{"id":"W4238044807","doi":"10.22230/cjc2016v41n1a3062","title":"Public Service Media in the Age of Digital Networks","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Public service; Digital media; Internet privacy; Social network service; Advertising; Telecommunications; Business; Political science; Computer science; Social media; Public relations; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004167987,0.0003465143,0.0003465543,0.003264017,0.008987009,0.02278233,0.000932932,0.005525708,0.03134954],"category_scores_gemma":[0.01571286,0.0003255873,0.0002014839,0.004065978,0.01448556,0.02470844,0.005604023,0.004714806,0.002858257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009963009,"about_ca_system_score_gemma":0.008558375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07345002,"about_ca_topic_score_gemma":0.09448054,"domain_scores_codex":[0.99705,0.001155602,0.00007140818,0.0002317004,0.0008640593,0.000627154],"domain_scores_gemma":[0.9866542,0.007874935,0.001169516,0.0006210687,0.001402666,0.002277659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005476787,0.00003339659,0.002381529,0.0001095962,0.000007298122,0.0004003603,0.03739528,0.0001107754,0.0002701552,0.8494954,0.07350335,0.03623813],"study_design_scores_gemma":[0.00001345282,0.00001790291,0.003053175,0.0003408799,0.000009795943,0.0002779546,0.03863589,0.0002745555,0.0002312671,0.1406647,0.8164521,0.00002833501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05785939,0.01770875,0.001366768,0.3367276,0.001825754,0.00001984605,0.0004340125,0.0001250982,0.5839329],"genre_scores_gemma":[0.9076684,0.01549945,0.0005648504,0.01791344,0.005106937,0.00003418883,0.0001432481,0.000148095,0.05292141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07345002,"threshold_uncertainty_score":0.146045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08221380685554633,"score_gpt":0.2959642394033161,"score_spread":0.2137504325477698,"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."}}