{"id":"W4280512538","doi":"10.4324/9781003140399-6","title":"The university as a “giant newsroom”","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002298971,0.0003663899,0.0003269251,0.00135259,0.03221106,0.02048121,0.001196585,0.002709177,0.01767283],"category_scores_gemma":[0.006492869,0.0003471886,0.000294313,0.002371675,0.01377369,0.008770267,0.007130359,0.003638617,0.002829212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0149431,"about_ca_system_score_gemma":0.02090352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1949826,"about_ca_topic_score_gemma":0.3617729,"domain_scores_codex":[0.9961638,0.001737347,0.00007368206,0.0003428235,0.0007604894,0.0009218373],"domain_scores_gemma":[0.9918919,0.001650969,0.0004639754,0.0006241674,0.0009509717,0.004418048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001647351,0.0001145634,0.01296262,0.0004307857,0.00003954347,0.003611119,0.360489,0.0003925504,0.001843625,0.275465,0.2541157,0.09037085],"study_design_scores_gemma":[0.000006932191,0.00002282525,0.003703274,0.0002145429,0.00001569231,0.000666567,0.1940448,0.0001999665,0.0004577667,0.004638691,0.7959931,0.00003583089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1960864,0.006027868,0.006279398,0.07606117,0.00389435,0.0001396554,0.0004109963,0.000608489,0.7104917],"genre_scores_gemma":[0.8852244,0.002172238,0.001661786,0.007907888,0.0006178031,0.00003977064,0.0001405532,0.0002498816,0.1019857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9677889,"threshold_uncertainty_score":0.3876953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415461545118825,"score_gpt":0.2627113785102616,"score_spread":0.2285567630590734,"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."}}