{"id":"W2964011920","doi":"10.37074/jalt.2019.2.1.7","title":"Opinion piece: Journalism training at university","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Learning & Teaching","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Journalism; Mistake; Vocational education; Mainstream; Newspaper; Argument (complex analysis); Quarter (Canadian coin); Higher education; Sociology; Technical Journalism; Media studies; Public relations; Political science; Pedagogy; Law; History; Visual arts; Art; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004076112,0.00007288382,0.0001819055,0.0002016201,0.001332272,0.0001088697,0.0004213317,0.00009641912,0.0001977898],"category_scores_gemma":[0.0001796233,0.00007272101,0.0001081241,0.0001712368,0.000048917,0.0004463538,0.00007451459,0.001261662,0.00004065989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003825592,"about_ca_system_score_gemma":0.0001849292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007402569,"about_ca_topic_score_gemma":0.00001239026,"domain_scores_codex":[0.9985484,0.0004550575,0.0002746825,0.00008976317,0.0004325508,0.0001995607],"domain_scores_gemma":[0.9987376,0.0002743726,0.0006596209,0.0001181816,0.00009281134,0.0001173904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001991253,0.0001337667,0.0150893,0.00001547221,0.0001825003,0.000005389255,0.325919,0.01772234,0.005279049,0.4759037,0.003656628,0.1558937],"study_design_scores_gemma":[0.0004516445,0.00004554123,0.00270014,0.0000548087,0.00001589767,0.00001132627,0.06214948,0.0002613176,0.000006034446,0.000686826,0.9335146,0.0001023909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6483827,0.00009374324,0.001262727,0.001691554,0.000286741,0.00006589076,1.476949e-7,0.00002874865,0.3481877],"genre_scores_gemma":[0.9949786,0.0002356486,0.002147685,0.00004800452,0.0002684935,1.276178e-7,0.000001731964,0.000009275893,0.002310447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.929858,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160190845109621,"score_gpt":0.2908380364231927,"score_spread":0.2692361279720965,"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."}}