{"id":"W2503214627","doi":"10.1080/17512786.2016.1195239","title":"News Organizations 2.0","year":2016,"lang":"en","type":"article","venue":"Journalism Practice","topic":"Social Media and Politics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"News values; Arabic; Selection (genetic algorithm); News media; Ideology; Political science; Politics; Preference; Advertising; Media studies; Sociology; Linguistics; Computer science; Business; Law","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":[0.002431605,0.0005423519,0.0005051931,0.007112901,0.001142738,0.01007375,0.0007899921,0.0009011007,0.2582045],"category_scores_gemma":[0.01134629,0.000462365,0.0003708531,0.01103996,0.0003665558,0.005603199,0.003371054,0.001150467,0.2988973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008444811,"about_ca_system_score_gemma":0.001683622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452754,"about_ca_topic_score_gemma":0.001305032,"domain_scores_codex":[0.9979047,0.0004130893,0.0002017959,0.0003169526,0.0008156734,0.0003479078],"domain_scores_gemma":[0.9896951,0.002189046,0.001570155,0.001616619,0.00207888,0.002850223],"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":[0.0002914112,0.000134167,0.007055003,0.001155396,0.0000249032,0.0002155944,0.002123503,0.0001117285,0.00138742,0.02779973,0.7268736,0.2328276],"study_design_scores_gemma":[0.00001425552,0.00002145477,0.004612213,0.0001048301,0.000006180489,0.0001282751,0.0004265993,0.00007291246,0.0002248687,0.0009547598,0.9934222,0.0000115383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009061979,0.001577954,0.00340427,0.002035968,0.0008768595,0.000329808,0.06387077,0.013026,0.9058165],"genre_scores_gemma":[0.07172814,0.0042844,0.01386954,0.002658469,0.002177495,0.001047031,0.1844246,0.01233234,0.7074779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2582045,"threshold_uncertainty_score":0.8637801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069363204454819,"score_gpt":0.3820276468435091,"score_spread":0.3513340147989609,"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."}}