{"id":"W2795736074","doi":"10.1177/1077699018764315","title":"Book Review: <i>The News We Deserve: The Transformation of Canada’s Media Landscape</i> by Marc Edge, <i>Journalism in Crisis: Bridging Theory and Practice for Democratic Media Strategies in Canada</i> by Mike Gasher, Colette Brin, Christine Crowther, Gretchen King, Errol Salamon, and Simon Thibault (Eds.) and <i>The Unfulfilled Promise of Press Freedom in Canada</i> by Lisa Taylor and Cara-Marie O’Hagan (Eds.)","year":2018,"lang":"en","type":"article","venue":"Journalism & Mass Communication Quarterly","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Journalism; Bridging (networking); Media studies; News media; Democracy; Political science; Alternative media; Sociology; Law; Politics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.004808165,0.0002813928,0.0006346771,0.00005942557,0.0005923728,0.0002355696,0.0006926246,0.0001057843,0.00001364409],"category_scores_gemma":[0.0006589276,0.0001997129,0.00003890444,0.0002327078,0.0006111238,0.0006822923,0.00004501834,0.0006537948,1.581003e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366046,"about_ca_system_score_gemma":0.002488706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980192,"about_ca_topic_score_gemma":0.9998241,"domain_scores_codex":[0.9942758,0.003031011,0.001312754,0.0002357245,0.000649972,0.0004947552],"domain_scores_gemma":[0.9932026,0.004707259,0.00110063,0.0004603657,0.000308918,0.000220199],"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":[0.0006642643,0.00008326436,0.002172936,0.0006761259,0.0001197701,0.000007033198,0.08384158,0.00001640638,0.0002048447,0.002038322,0.9032883,0.006887161],"study_design_scores_gemma":[0.01445433,0.0002861808,0.00439528,0.002958306,0.0006617722,0.00007310511,0.1801531,0.007256724,0.0002464175,0.01184192,0.7764304,0.001242472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1212774,0.5001842,0.0001277253,0.3745888,0.0001792485,0.002744622,0.0004886485,0.000007812267,0.0004015727],"genre_scores_gemma":[0.8907338,0.1010375,0.00004547818,0.007853222,0.00007222234,0.0001171777,0.00004427479,0.0000274015,0.00006886738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7694564,"threshold_uncertainty_score":0.8144056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008976911351451079,"score_gpt":0.2536835250101694,"score_spread":0.2447066136587184,"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."}}