{"id":"W2778777025","doi":"10.22230/cjc.2017v4n5a3265","title":"Journalism in Crisis: Bridging Theory and Practice for Democratic Media Strategies in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bridging (networking); Journalism; Democracy; Political science; Media studies; Media theory; Sociology; Law; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0124283,0.0004127051,0.0007617913,0.004639621,0.041184,0.02424411,0.003194458,0.003843133,0.01292543],"category_scores_gemma":[0.04503556,0.0005008687,0.0004070621,0.007399927,0.01987067,0.006478082,0.008191962,0.0066133,0.0006275229],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2293462,"about_ca_system_score_gemma":0.5500185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875968,"about_ca_topic_score_gemma":0.9901941,"domain_scores_codex":[0.9870381,0.004026784,0.0004063353,0.0008928935,0.003057294,0.004578607],"domain_scores_gemma":[0.93361,0.01855071,0.002394767,0.001506728,0.01874752,0.02519032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005989369,0.0006800212,0.04787837,0.001026074,0.00008999088,0.001156146,0.2688917,0.002372044,0.0009873018,0.3025036,0.1161557,0.2576601],"study_design_scores_gemma":[0.0001554695,0.0001193159,0.07571621,0.001309956,0.00008031893,0.0001642218,0.4321225,0.002941168,0.001195377,0.04556397,0.440355,0.0002764624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4132607,0.01043117,0.00425029,0.3304914,0.001346103,0.0003774915,0.0005867258,0.000262556,0.2389936],"genre_scores_gemma":[0.9785629,0.002311714,0.001223231,0.00345262,0.00008691158,0.00005740014,0.0000810714,0.0000632455,0.01416098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2293462,"threshold_uncertainty_score":0.8938492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345554094057254,"score_gpt":0.3399726554822182,"score_spread":0.2965171145416457,"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."}}